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The Cochrane Database of Systematic Reviews logoLink to The Cochrane Database of Systematic Reviews
. 2018 Aug 17;2018(8):CD010537. doi: 10.1002/14651858.CD010537.pub5

Assisted reproductive technology: an overview of Cochrane Reviews

Cindy Farquhar 1,, Jane Marjoribanks 1
Editor: Cochrane Gynaecology and Fertility Group
PMCID: PMC6953328  PMID: 30117155

Abstract

Background

As many as one in six couples will encounter problems with fertility, defined as failure to achieve a clinical pregnancy after regular intercourse for 12 months. Increasingly, couples are turning to assisted reproductive technology (ART) for help with conceiving and ultimately giving birth to a healthy live baby of their own. Fertility treatments are complex, and each ART cycle consists of several steps. If one of these steps is incorrectly applied, the stakes are high as conception may not occur. With this in mind, it is important that each step of the ART cycle is supported by good evidence from well‐designed studies.

Objectives

To summarise the evidence from Cochrane systematic reviews on procedures and treatment options available to couples with subfertility undergoing assisted reproductive technology (ART) procedures.

Methods

Published Cochrane systematic reviews of couples undergoing ART procedures (in vitro fertilisation or intracytoplasmic sperm injection) were eligible for inclusion in the overview. We also identified Cochrane reviews in preparation, for future inclusion.

The primary outcome of the overview was live birth or the composite outcome live birth or ongoing pregnancy, as reported by the included reviews. Our secondary outcomes were clinical pregnancy, multiple pregnancy, miscarriage, and ovarian hyperstimulation syndrome. We excluded studies of intrauterine insemination and ovulation induction.

We undertook selection of systematic reviews, data extraction, and quality assessment in duplicate. We assessed review quality by using the AMSTAR tool. We organised reviews by their relevance to specific stages in the ART cycle. We summarised their findings in the text and reported data for each outcome in 'Additional tables'.

Main results

We included 68 systematic reviews published in the Cochrane Library up to May 2018. All were of high quality. These reviews identified 38 interventions that were effective (n = 23) or promising (n = 15), and they identified 19 interventions that were ineffective (n = 2) or possibly ineffective (n = 17). For 15 interventions, review authors were unable to draw conclusions owing to lack of evidence.

We identified an additional 11 protocols and four titles for future inclusion in this overview.

Authors' conclusions

This overview provides the most up‐to‐date evidence on ART cycles from systematic reviews of randomised controlled trials. Fertility treatments are costly, and the stakes are high. Using the best available evidence to optimise outcomes is best practice. Evidence from this overview could be used to develop clinical practice guidelines and protocols that can be applied in daily clinical practice to improve live birth rates and reduce rates of multiple pregnancy, cycle cancellation, and ovarian hyperstimulation syndrome.

Plain language summary

Assisted reproductive technology: an overview of Cochrane Reviews

Review question

What is the evidence on effectiveness and safety of procedures and treatment options available to couples with subfertility undergoing assisted reproductive technology (ART) procedures.

Background

As many as one in six couples encounter problems with fertility, defined as failure to achieve a clinical pregnancy after regular intercourse for 12 months. Increasingly, couples are turning to assisted reproductive technology (ART) for help with conceiving and ultimately giving birth to a healthy live baby of their own. Fertility treatments are complex and costly, and each assisted reproduction cycle consists of several steps. If one of the steps is incorrectly applied, the stakes are high as conception may not occur. With this in mind, it is important that each step involved in ART is supported by good evidence from well‐designed studies. Cochrane reviewers examined the evidence from Cochrane systematic reviews on ART published in the Cochrane Library.

Study characteristics

We included 68 Cochrane systematic reviews on various stages of the ART cycle. All were of high quality. We included in the overview reviews of in vitro fertilisation (IVF) and intracytoplasmic sperm injection (ICSI). We did not include reviews of intrauterine insemination (placing sperm inside a woman's uterus to facilitate fertilisation) or ovulation induction (stimulation of ovulation by medication). This overview provides the most up‐to‐date evidence from randomised controlled trials on ART cycles. The overview is up‐to‐date to May 2018.

Key results

The reviews identified 38 interventions that were effective (n = 23) or promising (n = 15), and they identified 19 interventions that were ineffective (n = 2) or possibly ineffective (n = 17). For 15 interventions, the reviews were unable to draw conclusions owing to lack of evidence. Use of evidence from this overview to guide clinical practice should help to improve live birth rates and reduce rates of multiple pregnancy, cycle cancellation, and ovarian hyperstimulation syndrome.

Quality of the evidence

All included reviews were of high quality. The quality of the evidence for specific comparisons ranged from very low to high.

Background

Description of the condition

As many as one in six couples will encounter problems with fertility, defined as failure to achieve a clinical pregnancy after regular intercourse for 12 months (Boivin 2007; Zegers‐Hochschild 2009). Increasingly, couples are turning to assisted reproductive technology (ART) for help with conceiving and ultimately giving birth to a healthy live baby of their own. Fertility treatments are complex, and each assisted reproduction cycle consists of several steps. If one of the steps is incorrectly applied, the stakes are high as conception may not occur. With this in mind, it is important that each step involved in assisted fertility treatment is supported by good evidence from well‐designed studies.

This review summarises the evidence for the different steps of an ART cycle.

Description of the interventions

Assisted reproductive technology (ART) consists of procedures that involve the in vitro handling of both human oocytes and sperm, or of embryos, with the objective of establishing a pregnancy (Zegers‐Hochschild 2009).

Once couples have been prepared for treatment, the following the steps make up an ART cycle.

  • Drugs are initiated to stimulate growth of multiple ovarian follicles, while at the same time other medications are given to suppress the natural menstrual cycle and down‐regulate the pituitary gland.

  • After ovarian stimulatory drugs are initiated, monitoring is undertaken at intervals to assess the growth of follicles.

  • When the follicles have reached an appropriate size, the next step involves giving a drug to bring about final maturation of the eggs (known as ovulation triggering).

  • The next step involves egg collection (usually with a transvaginal ultrasound probe to guide the pickup) and, in some cases of male infertility, sperm retrieval.

  • Next is the fertilisation process, which usually is completed by in vitro fertilisation (IVF) or intracytoplasmic sperm injection (ICSI).

  • Laboratory procedures follow for embryo culture: culture media, oxygen concentration, co‐culture, assisted hatching, etc.

  • Embryos are then placed into the uterus. Issues of importance here include endometrial preparation, the best timing for embryo transfer, how many embryos to transfer, what type of catheter to use, the use of ultrasound guidance, need for bed rest, etc.

  • Then comes luteal phase support, for which several options are available, including administration of progesterone, oestrogen (E2), and human chorionic gonadotrophin (hCG).

Finally, adverse effects, such as ovarian hyperstimulation syndrome, can be associated with the assisted reproduction process.

How the intervention might work

Assisted reproductive technology (ART) is applied to treat a variety of causes of infertility by collecting gametes, creating embryos from these in the laboratory, and transferring the most viable embryo into the uterus.

Why it is important to do this overview

The significance of this process of reviewing reviews on ART is that it highlights evidence indicating the best methods for each step in the ART cycle, which can lead to simplifying and improving the process. The outcome should be an increase in live birth rates from assisted reproduction, along with a reduction in adverse events, such as ovarian hyperstimulation syndrome and multiple pregnancy.

Objectives

To summarise the evidence from Cochrane systematic reviews on procedures and treatment options available to couples with subfertility undergoing ART procedures.

Methods

Criteria for considering reviews for inclusion

Only published Cochrane systematic reviews were considered in this overview. Cochrane reviews in preparation (published protocols and titles) were identified for future inclusion.

Participants

Participants in eligible studies were couples with subfertility seeking a pregnancy and undergoing ART. Specifically, participants included women with endometriosis, women with a previous poor response or recurrent pregnancy losses, and couples undergoing frozen embryo replacement cycles, oocyte donation cycles or both.

Interventions

Reviews of in vitro fertilisation (IVF) and intracytoplasmic sperm injection (ICSI) were considered. Reviews of intrauterine insemination and ovulation induction were excluded from the overview.

Outcomes

The primary outcome of this overview was live birth, or the composite outcome of live birth or ongoing pregnancy, as reported by the individual reviews.

Secondary outcomes were clinical pregnancy, multiple pregnancy, miscarriage, and ovarian hyperstimulation syndrome.

Search methods for identification of reviews

The Cochrane Database of Systematic Reviews was searched on 4h May 2018, using the term 'Assisted Reproductive Technology'. The search term was limited to title, abstract, or keywords. No other databases were searched.

Data collection and analysis

Selection of reviews

We selected reviews addressing the stages or steps of ART interventions. One review author identified these reviews and a second review author confirmed them. We resolved disagreements by consensus or by discussion with a third party.

We separated reviews according to the following topics (discussed under these headings).

1. Indication for ART

2. Pre‐ART and adjuvant strategies

2.1. Strategies for unselected populations

2.1.1. Lifestyle advice

2.1.2. Surgical therapy

2.1.3. Medical therapy

2.1.4. Alternative therapy

2.2. Strategies for selected populations

2.2.1. Tubal pathology

2.2.2. Endometriosis

2.2.3. Polycystic ovary syndrome (PCOS)

2.2.4. Ovarian cysts

3. Down‐regulation with agonists or antagonists

4. Ovarian stimulation

4.1 Medication type

4.2. Monitoring

4.3. Interventions for poor responders

4.4. Natural cycle IVF

5. Ovulation triggering

6. Oocyte retrieval

7. Sperm retrieval

8. Laboratory phase

9. Embryo transfer

9.1. Developmental stage

9.2. Number of embryos

9.3. Transfer techniques and procedures

9.4 Interventions for recurrent implantation failure

10. Luteal phase support

11. Prevention of ovarian hyperstimulation syndrome (OHSS)

12. Frozen embryo replacement cycles

Data extraction and management

For the 2018 update, two review authors (JM and CF) independently extracted data on the above outcomes. We resolved disagreements by consensus. When significant data were missing, we contacted the original review authors for assistance. We extracted and reported in additional tables information concerning the following.

  • Population demographics: participant characteristics.

  • Review characteristics: the number of included trials; the number of participants; the date the review was assessed as up‐to‐date; interventions and comparisons; all outcomes; and limitations of the review.

  • Statistical summary: summary effects from relevant comparisons and outcomes.

We used the same effect measures as were used in the original reviews, in most cases odds ratios. Problems can arise if the odds ratio is misinterpreted as a risk ratio. For interventions that increase the chance of events, the odds ratio is larger than the risk ratio, so misinterpretation will tend to overestimate the intervention effect, especially when events are common (with, say, risk of events > 20%). For interventions that reduce the chance of events, the odds ratio is smaller than the risk ratio, so that again, misinterpretation overestimates the effect of the intervention (Higgins 2011).

Assessment of methodological quality of included reviews

Quality of included reviews

We assessed the quality of the included reviews using the AMSTAR tool (Shea 2007). We noted in each case whether the literature search had been conducted or updated within the past three years.

Quality of evidence from primary studies in included reviews

We used the GRADEPro 'Summary of findings' tables from each review (or, if necessary, we constructed such a table) to indicate the quality of evidence for the main comparisons. We took into account the following criteria: study limitations (i.e. risk of bias), consistency of effect, imprecision, indirectness, and publication bias.

Data synthesis

We prepared a narrative description of the included trials and did not conduct a network meta‐analysis.

We summarised the main results of the included reviews by categorising their findings within the following framework, organised by topic.

  • Effective interventions: indicating that the review found evidence of effectiveness for an intervention.

  • Promising interventions (more evidence needed): indicating that the review found some evidence of effectiveness for an intervention, but that more evidence is needed.

  • Ineffective interventions: indicating that the review found evidence of lack of effectiveness for an intervention.

  • Probably ineffective interventions (more evidence needed): indicating that the review found evidence suggesting lack of effectiveness for an intervention, but that more evidence is needed.

  • No conclusions possible due to lack of evidence: indicating that the review found insufficient evidence for review authors to comment on the effectiveness of an intervention.

Authors of the overview determined that the choice of category reflected the conclusions of the original review authors. We resolved disagreements by discussion between overview authors to reach a consensus.

This approach to summarising the evidence was based on a Cochrane Overview of pain management in labour, which categorises interventions as "What works", “What may work”, and “Insufficient evidence to make a judgement" (Jones 2012).

Results

Description of included reviews

As of May 2018, we included in this review 68 systematic reviews published in the Cochrane Library (over 175,055 participants). See Table 1 for a summary of characteristics of the 68 included reviews (review title and author, when the review was last assessed as up‐to‐date, how many randomised controlled trials and participants were included, and interventions and comparisons, outcomes, and main limitations of each review). We added 9 of the 68 reviews to the 2018 update (Ata 2018; Craciunas 2016; Kalampokas 2017; Lensen 2018, Nagels 2015; Reavey 2016; Siristatidis 2018; Wong 2017; Youssef 2015).

1. Review characteristics.

Review ID Date assessed as up‐to‐date Number of included trials Population Intervention Comparison intervention/control Outcomes Review limitations
1. Indication for ART
ZP672
Pandian 2015
In vitro fertilisation for unexplained subfertility
4/5/2015 8 RCTs 1774 couples with unexplained subfertility In vitro fertilisation Expectant management
Intrauterine insemination
Intrauterine insemination +
ovarian stimulation
Live birth
Clinical pregnancy Multiple pregnancy OHSS
Serious imprecision resulting from small study numbers and low event rates
AMY731
Yossry 2006
In vitro fertilisation versus tubal reanastomosis (sterilisation reversal) for subfertility after tubal sterilisation
15/05/2009 No RCTs N/A In vitro fertilisation Tubal re‐anastomosis Live birth
Clinical pregnancy Multiple pregnancy OHSS
Empty review with no
trials. No longer being updated
CS1400
Siristatidis 2009
In vitro maturation in subfertile women with polycystic ovarian syndrome undergoing assisted reproduction
1/5/2013
Review is considered to
be stable, with no update planned
No RCTs N/A In vitro maturation In vitro fertilisation
Intracytoplasmic sperm injection
Live birth
Cycle cancellation Oocyte fertilisation OHSS
Miscarriage
Preterm birth
Congenital abnormalities
Empty review with no
trials. No longer being updated
2. Pre‐ART and adjuvant strategies
2.1. For unselected populations
KA992
Anderson 2010
Pre‐conception lifestyle advice for people with subfertility
18/11/2009 1 RCT 94 women who perceived that they may be infertile Smoking cessation
advice
Standard clinical advice Smoking behaviour
change
Live birth
Trial did not report on fertility outcomes. Evidence was based on a single trial
WM1504
Nastri 2015
Endometrial injury in women undergoing assisted reproductive techniques
19/1/2015 14 RCTs 1063 women undergoing ART Endometrial injury No endometrial injury
Mock procedure
Live birth rate
Clinical pregnancy
Multiple pregnancy
Miscarriage
Ongoing pregnancy Pain/bleeding
Implantation
Serious imprecision for most outcomes..Adverse events such as miscarriage and multiple pregnancy were poorly reported
MGS1510
Showell 2014
Antioxidants for male subfertility
31/1/14 3 RCTs* 111 male partners of couples undergoing ART Antioxidant Placebo/no treatment
Antioxidant
Pentoxifylline
Live birth
Pregnancy
Adverse events
DNA fragmentation Sperm parameters
Miscarriage
* A further 45 RCTs in this review included subfertile couples not undergoing ART
Lack of a clear description of trial methods and inconsistent, inadequate reporting of live births and clinical pregnancies
MGS1630
Showell 2017
Antioxidants for female subfertility
27/9/2016 27 RCTs Over 3000 women undergoing ART (not all studies reported sample size) Antioxidant Placebo/no treatment
Antioxidant
Live birth
Pregnancy
Multiple pregnancy
Miscarriage
A further 23 RCTs in this review included subfertile couples not undergoing ART
The overall quality of evidence was limited by serious risk of bias associated with poor reporting of methods, imprecision, and inconsistency
IRS911
Cheong 2013
Acupuncture and assisted reproductive technology
22/7/13 20 RCTs 4544 women undergoing ART Acupuncture
Repeated acupuncture
No acupuncture
Sham acupuncture
Acupuncture plus ART
Live birth
Ongoing pregnancy
Clinical pregnancy
Multiple pregnancy
OHSS
Miscarriage
Adverse effects
Study quality generally low, with over 75% of studies failing to describe an adequate method of allocation concealment
KH291
Duffy 2010
Growth hormone for in vitro fertilization
01/07/2009 10 RCTs 440 couples undergoing IVF Growth hormone Placebo Live birth
Pregnancy
Number of women with ≥ 1 oocyte retrieved
Embryos transferred Ampoules of gonadotrophin
Adverse events
Lack of methodological clarity in reporting of randomisation and allocation concealment
RBG1760
Gutarra‐Vilchez 2014
Vasodilators for women undergoing fertility treatment
25/2/2014 10 RCTs 797 women undergoing ART Vasodilators Other interventions, placebo, or no treatment Live birth
Clinical pregnancy
Multiple pregnancy
Miscarriage
Main limitations were imprecision and lack of clarity about study methods
VJP951
Siristatidis 2016
Aspirin for in vitro fertilisation
9/05/16
Review is considered to
be stable, with no update planned
13 RCTs 2653 women undergoing IVF Aspirin Placebo
No treatment
Live birth
Clinical pregnancy Multiple pregnancy Complications of IVF
Complications of pregnancy
Miscarriage
Ongoing pregnancy
Poor reporting of study methods, suspected publication bias
HEN1730
Nagels 2015
Androgens (dehydroepiandrosterone or testosterone) for women undergoing assisted reproduction
12/03/2015 17 RCTs 1496 women, most (15/17 RCTs) identified as poor responders Testosterone
Dehydroepiandrosterone
Placebo or no treatment
Oestradiol
Live birth or ongoing pregnancy
Clinical pregnancy
Multiple pregnancy
Miscarriage
Main limitations were lack of blinding, inadequate reporting of study methods, and low event and sample sizes in some trials
2.2. For selected populations
               
SG1241
Benschop 2010
Interventions for women with endometrioma prior to assisted reproductive technology
26/11/2010 4 RCTs 312 women undergoing management of endometrioma before ART Surgical or medical treatment before ART Placebo/no treatment
Other surgical or medical treatment before ART
Live birth
Clinical pregnancy
Adverse events
Quality of life
Pain
Recurrence
Oestradiol levels
Number of mature oocytes
No live birth rates reported
Two trials were open‐label
LDT1201
Tso 2014
Metformin treatment before and during IVF or ICSI in women with polycystic ovary syndrome
15/10/2014 9 RCTs 816 women with
polycystic ovary syndrome
Metformin Placebo
No treatment
Live birth
Clinical pregnancy Miscarriage
OHSS
Adverse events Number of oocytes
retrieved
Total dose FSH (IU) Number of days
gonadotrophin treatment
Cycle cancellation Serum E2 level
Half the trials were not blinded and lacked details on allocation concealment and randomisation
SH1141
McDonnell 2014
Ovarian cyst aspiration prior to in vitro fertilization treatment for subfertility
24/4/14 3 RCTs 339 women with ovarian cysts undergoing ART procedures Ovarian cyst aspiration Conservative treatment Clinical pregnancy
Number of follicles recruited
Number of oocytes collected
Number of cancelled cycles
Live birth not reported by any of the RCTs; poor reporting of study methods; serious imprecision and inconsistent data in 1 study publication
3. Down‐regulation with agonists or antagonists
LA541
Albuquerque 2013
Depot versus daily administration of gonadotrophin releasing hormone
 agonist protocols for pituitary desensitization in assisted reproduction
 cycles
3/7/2012 16 RCTs 1811 women undergoing IVF1811 GnRHa depot GnRHa daily Clinical pregnancy
Pregnancy per oocyte retrieval procedure
Pregnancy per embryo transferred
Number of ampoules of gonadotrophin employed
Number of days of gonadotrophin treatment
Number of oocytes retrieved
Abortion
Ongoing/delivered
pregnancy rates per cycle started
Multiple pregnancy rates
OHSS
Study quality was unclear owing to poor reporting. Only 4 RCTs reported live births as an outcome, and only 5 described adequate methods for concealment of allocation
HA412
Al‐Inany 2016
Gonadotrophin‐releasing hormone antagonists for assisted reproductive
technology
28/4/2016 73 RCTs 12,212 women undergoing ART procedures GnRH antagonist Long course GnRH agonist Live birth
Ongoing pregnancy
Clinical pregnancy
Miscarriage OHSS
Cycle cancellation
Poor reporting of study methods
HNS881
Sallam 2006
Long‐term pituitary down‐regulation before in vitro fertilization (IVF) for women with endometriosis
17/10/2005 3 RCTs 228 women with endometriosis undergoing ART procedures GnRH agonist No GnRH agonist Clinical pregnancy
Dose of FSH/HMG (ampoule)
Duration of FSH administration (days)
Number of oocytes
No blinding, unclear allocation concealment in all trials, and no reporting of live births. Possible unit of analysis error ‐ review being updated
SD265
Siristatidis 2015
Gonadotropin‐releasing hormone agonist protocols for pituitary suppression in assisted reproductive technology cycles
23/4/2015 37 RCTs 3872 women undergoing ART procedures Long protocol (various regimens compared)
Short protocol
Short protocol
Ultra‐short protocol
Stop short protocol
Live birth
Clinical pregnancy
Ongoing pregnancy
Number of oocytes
Dose of gonadotrophins
Cycle cancellation
Poor reporting of methods in primary studies and imprecise findings due to lack of data
4. Ovarian stimulation
4.1. Medication type
AM1335
Kamath 2017
Oral medications including clomiphene citrate or aromatase inhibitors with gonadotrophins for controlled ovarian stimulation in women undergoing in vitro fertilisation
10/1/2017 27 RCTs 3599 (22 trials)
Subfertile women undergoing ART
Regimens including oral induction medication (e.g. clomiphene citrate, aromatase inhibitors such as letrozole) Gonadotrophin‐only regimens for
controlled ovarian hyperstimulation
Live birth
Miscarriage
Ectopic pregnancy
Foetal abnormality
Ongoing pregnancy
Cancellation
OHSS
Live birth reported in only 5 trials. Most RCTs had suboptimal methods and poor reporting
AWP1710
Pouwer 2015
Long‐acting FSH versus daily FSH for women undergoing assisted reproduction
8/6/15 6 RCTs 3753 women with subfertility Long‐acting FSH Daily FSH Live birth
Ongoing pregnancy
Clinical pregnancy
OHSS
Multiple pregnancy
Miscarriage
Adverse events
Satisfaction
Some RCTs limited by attrition bias and serious imprecision
MHM931
Mochtar 2017
Recombinant luteinizing hormone (rLH) and recombinant follicle stimulating hormone (rFSH) for ovarian stimulation in IVF/ICSI cycles
9/06/2016 36 RCTs 8125 women with subfertility Recombinant
luteinising hormone plus recombinant follicle‐stimulating hormone
Recombinant follicle‐stimulating hormone Live birth
Adverse events
Ongoing pregnancy
Miscarriage
Amount of rFSH used
Serum oestradiol used
Number of oocytes retrieved
Main limitations were risk of bias (associated with poor reporting of methods) and imprecision
IOK973
van Wely 2011
Recombinant versus urinary gonadotrophin for ovarian stimulation in assisted reproduction technology cycles
20/10/2010 42 RCTs 9606 women undergoing ART Recombinant
follicle‐stimulating hormone
Urinary gonadotrophins Live birth/ongoing
pregnancy
OHSS
Clinical pregnancy
Multiple pregnancy
Miscarriage
Most trials were open‐label
WPM1780
Martins 2013
FSH replaced by low‐dose hCG in the late follicular phase versus FSH alone for assisted reproductive techniques
5/2/13 5 RCTs 351 women undergoing COH for ART Low‐dose human chorionic gonadotrophin in the late follicular phase Follicle‐stimulating hormone throughout controlled ovarian hyperstimulation Live birth
OHSS
Ongoing pregnancy
Clinical pregnancy
Miscarriage
Total dose of FSH used
Oocytes retrieved
Only 2 studies reported live births; both were at high risk of attrition bias. Imprecision was due to small overall sample size
DHH752
Farquhar 2017
Oral contraceptive pill, progestogen or oestrogen pre‐ treatment for ovarian stimulation protocols for women undergoing assisted reproductive techniques
16/1/2017 29 RCTs 4701 women with subfertility COCP
Progesterone oestrogen
Placebo or no treatment
COCP
Progesterone
Oestrogen
Live birth
Ongoing pregnancy
Clinical/ongoing pregnancy
Oocytes retrieved
Gonadotrophin
treatment
Pregnancy loss
Ovarian cyst formation
Multiple pregnancies
OHSS
Main limitations were risk of bias and imprecision. Most studies did not describe their methods in adequate detail
BKT841
Kalampokas 2017
Glucocorticoid supplementation during ovarian stimulation for IVF or ICSI
10/10/2016 4 RCTs 416 women with subfertility undergoing IVF or ICSI Systemic glucocorticoids Placebo or no treatment Live birth
Clinical pregnancy
Miscarrige
OHSS
Steroidal side effects
Risk of bias and imprecision, with small sample sizes and few events
SL1977
Lensen 2018
Individualised gonadotropin dose selection using markers of ovarian reserve for women undergoing in vitro fertilisation plus intracytoplasmic sperm injection (IVF/ICSI)
27/7/17 20 RCTs 6088 women undergoing IVF/ICSI Higher dose of FSH in women with predicted level of response
ORT algorithm for FSH dose selection
Lower dose of FSH in women with predicted level of response
No ORT algorithm (use of standard dose)
Live birth or ongoing pregnancy
Severe OHSS
Moderate or severe OHSS
Clinical heterogeneity, imprecision, and risk of bias associated with lack of blinding
4.2. Monitoring
IOK972
Kwan 2014
Monitoring of stimulated cycles in assisted reproduction (IVF and ICSI)
30/5/2014 6 RCTs 781 women undergoing ovarian stimulation with gonadotrophins in ART Ultrasound plus
oestradiol
Ultrasound only Clinical pregnancy
Number of oocytes
OHSS
No studies reported live births, study methods were inadequately described, and serious imprecision was noted
4.3. Interventions for poor responders
RSS791
Pandian 2010
Interventions for 'poor responders' to controlled ovarian hyperstimulation
 (COH) in in‐vitro fertilisation (IVF)
16/03/2009 10 RCTs 625 women considered to be 'poor responders' to COH in IVF treatment Stop protocol
GnRHa protocol
GnRHa flare‐up protocol
GnRH antagonist
Low‐dose GnRHa
flare‐up protocol
Multiple‐dose GnRH antagonist
Flare‐up protocol
Long protocol
Long protocol
GnRHa flare‐up protocol Spontaneous natural cycle
IVF
Mini‐dose long agonist protocol
Modified long protocol
Live birth per woman
Clinical pregnancy per woman
Ongoing pregnancy per woman
Miscarriage
Ectopic pregnancy
Cancellation
Oocytes retrieved
Dose of gonadotrophins
Total FSH used
Live birth was reported in only 1 trial. Methodological limitations included limited blinding and poor reporting as to how missing data were addressed
4.4. Natural cycle IVF
TA1860
Allersma 2013
Natural cycle IVF for subfertile couples
5/3/13 5 RCTs 382 subfertile women and couples undertaking IVF treatment Natural cycle IVF
Modified natural cycle IVF
Controlled ovarian hyperstimulation IVF Live birth
OHSS
Pregnancy
Ongoing pregnancy
No. of oocytes retrieved
Time to live birth
Number of cycles required to conceive
Cumulative pregnancy/live birth
Multiple pregnancy
Lack of embryos for cryopreservation
Cycle cancellation
Gestational abnormalities
Cancellation of treatment
Cost‐effectiveness
Few studies, live birth reported in only 1 very small trial. Clinical heterogeneity, as study inclusion criteria differed
5. Ovulation triggering
MM1690
Youssef 2014
Gonadotropin‐releasing hormone agonist versus hCG for oocyte triggering in antagonist assisted reproductive technology cycles
8/9/2014 17 RCTs 1847 women undergoing ART GnRHa hCG Live birth
Ongoing pregnancy
Clinical pregnancy
Multiple pregnancy
Miscarriage
OHSS
Poor reporting of study methods, serious imprecision
HA413
Youssef 2016a
Recombinant versus urinary human chorionic gonadotrophin for final
 oocyte maturation triggering in IVF/ICSI cycles
23/4/2015 18 RCTs 2952 women undergoing ART Recombinant hCG
Recombinant hLH
Urinary hCG Live birth
OHSS
Clinical pregnancy
Miscarriage
Oocytes retrieved
Tolerance
Only 6 of 14 trials reported live birth. Four trials lacked adequate description of allocation concealment, randomisation, and blinding
6. Oocyte retrieval    
IG1250
Reavey 2016
Human chorionic gonadotrophin priming for fertility treatment with in vitro maturation
29/8/2016 4 RCTs 522 women undergoing in vitro maturation for subfertility Human chorionic gonadotrophin (hCG) priming before immature oocyte retrieval Placebo or no intervention Live birth
Miscarriage
Clinical pregnancy
Drug reaction
Adverse events
Mature oocytes retrieved/fertilised
Embryos cleaved/implanted
Lack of blinding, serious imprecision
IOK971
Kwan 2018
Pain relief for women undergoing oocyte retrieval for assisted reproduction
9/11/2017 24 RCTs 3160 women undergoing transvaginal oocyte retrieval during IVF treatment Conscious sedation and analgesia (CSA)
CSA + paracervical block (PCB)
Patient‐controlled CSA
Placebo
CSA + acupuncture
CSA + electroacupuncture
General anaesthesia
Spinal anaesthesia
Electroacupuncture + PCB
PCB alone
Physician‐controlled CSA
Differing doses of CSA
Pain
Patient satisfaction
Live birth
Ongoing pregnancy
Clinical pregnancy
Evidence was generally of low quality, mainly because of poor reporting of methods, small sample sizes, and inconsistency between trials. Only 1 study reported live birth
SW811
Georgiou 2018
Follicular flushing during oocyte retrieval in assisted reproductive techniques
18/7/2017 10 RCTs 928 women undergoing ART Follicular flushing Aspiration alone Live birth
Clinical pregnancy
Ongoing
pregnancy
Oocyte retrieval
Adverse events
Duration of procedure
Pain
Quality of evidence ranged from moderate to very low. Limitations were associated with risk of bias, imprecision, and inconsistency
7. Sperm retrieval
AMVP611
Proctor 2008
Techniques for surgical retrieval of sperm prior to intra‐cytoplasmic sperm injection (ICSI) for azoospermia
12/12/2012
Review is stable and will no longer be updated
1 RCT 59 men with obstructive or non‐obstructive azo‐ospermia Epididymal or
testicular techniques for sperm retrieval
Epidydymal or testicular
techniques for sperm retrieval
Pregnancy
Sperm parameters
Fertilisation
No live birth reported. Based on single RCT with poor methods
SMD1810
McDowell 2014
Advanced sperm selection techniques for assisted reproduction
26/5/2014 2 RCTS 581 couples undergoing ART Sperm selection by hyaluronic acid binding for ICSI Conventional ICSI
Comparison of different hyaluronic acid binding techniques
Live birth
Pregnancy
Miscarriage
Only 1 study reported live birth. Poor reporting of study methods in 1 study, data discrepancy and serious imprecision in 1 study
8. Laboratory phase
DG1352
Glujovsky 2014
Vitrification versus slow freezing for women undergoing oocyte cryopreservation
3/3/14 2 RCTs 106 women undergoing ART and wishing to preserve oocytes Vitrification Slow freezing Clinical pregnancy
Ongoing pregnancy
Failure to report live birth, serious imprecision
MWS391
Carney 2012
Assisted hatching on assisted conception (in vitro fertilisation (IVF) and intracytoplasmic sperm injection (ICSI))
8/8/12 31 RCTs 5728 women undergoing ART Assisted hatching No assisted hatching Live birth
Multiple pregnancy
Clinical pregnancy
Miscarriage
Ectopic pregnancy
Monozygotic twinning
Congenital or chromosomal abnormalities
Failure to transfer any embryos
Embryo damage
In vitro blastocyst development
Few studies described adequate allocation concealment, and most failed to report on live birth rates
MVR461
Van Rumste 2003
Intra‐cytoplasmic sperm injection versus conventional techniques for oocyte insemination during in vitro fertilisation in patients with non‐male
 subfertility
24/1/2011
Review no longer being updated
1 RCT 415 couples with non‐male factor subfertility Intracytoplasmic
sperm injection
In vitro fertilisation Clinical pregnancy
Adverse events
Miscarriage
Evidence based on a single trial with unclear details on blinding
SB1283
Bontekoe 2012
Low oxygen concentrations for embryo culture in assisted reproductive technologies
4/11/2011 7 RCTs 2422 couples undergoing ART Embryo culture
with low oxygen concentrations
Embryo culture with
atmospheric oxygen concentrations
Live birth
Ongoing pregnancy Clinical pregnancy Multiple pregnancy Miscarriage
Congenital abnormalities
Implantation
Embryo development
Cryopreservation
Only 3 trials reported on live birth outcomes, and methodological details were unclear in 6 trials
SMA991
Twisk 2006
Preimplantation genetic screening for abnormal number of chromosomes
 (aneuploidies) in in vitro fertilisation or intracytoplasmic sperm injection
15/07/2010 9 RCTs 1589 women undergoing IVF or ICSI with and without PGS for all suggested indications IVF/ICSI with pre‐implantation genetic screening IVF/ICSI with no
pre‐implantation genetic screening
Live birth
Clinical pregnancy Multiple pregnancy Miscarriage
Ongoing pregnancy
Congenital abnormalities
Six of the 9 trials were open‐label and provided other methodological details that were unclear
ZH1093
Huang 2013
Brief co‐incubation of sperm and oocytes for in vitro fertilization techniques
26/3/13 8 RCTs 733 women undergoing ART Brief co‐incubation of gametes for women undergoing IVF Standard overnight insemination protocol for women undergoing IVF Live birth
Ongoing pregnancy
Clinical pregnancy
Miscarriage
Fertilisation
Polyspermy
Implantation
Only 3 of 8 trials gave information on how randomisation was achieved, and all described unclear methods of allocation concealment. No studies reported live birth
WPM1800
Teixeira 2013
Regular (ICSI) versus ultra‐high magnification (IMSI) sperm selection for assisted reproduction
8/5/13 9 RCTs 2014 couples undergoing ART IMSI ICSI Live birth
Clinical pregnancy
Miscarriage
Congenital abnormalities
Only 1 trial reported live birth. Issues such as risk of bias (differences between numbers of oocytes transferred), imprecision, and strong suspicion of publication bias
SCA1950
Armstrong 2015
Time‐lapse systems for embryo incubation and assessment in assisted reproduction
17/11/14 3 RCTs 994 women undergoing ART TIme‐lapse systems Conventional embryo incubation Live birth
Miscarriage
Clinical pregnancy
Cumulative clinical pregnancy
Evidence limited by methodological weaknesses, imprecision, and indirectness
MM1610
Youssef 2015
Culture media for human pre‐implantation embryos in assisted reproductive technology cycles
27/3/2015 32 RCTs Over 3666 women undergoing ART Specific culture medium Alternative culture medium Live birth
Health of babies born
Clinical pregnancy
Multiple pregnancy
Miscarriage
Implantation
Cryopreservation
Embryo quality
Fertilisation
Imprecision and risk of bias, with poor reporting of study methods
CS1968
Siristatidis 2018
Metabolomics for improving pregnancy outcomes in women undergoing assisted reproductive technologies
24/11/2016 4 RCTs 802 women undergoing ART Metabolomic assessment of endometrium, oocytes, or embryos Other type of assessment (e.g. morphology grading) Live birth or ongoing pregnancy
Miscarriage
Clinical pregnancy
Other adverse events
Limitations included serious risk of bias (associated with poor reporting of methods, attrition bias, selective reporting, and other biases), imprecision, and inconsistency across trials
9. Embryo transfer
9.1. Developmental stage
DB551
Glujovsky 2016
Cleavage stage versus blastocyst stage embryo transfer in assisted
 reproductive technology
4/4/2016 27 RCTs 4031 women undergoing ART Cleavage‐stage transfer Blastocyst‐stage transfer Live birth
Clinical pregnancy Multiple pregnancy Miscarriage
Embryo freezing
Failure to have a transfer
Cumulative pregnancy
Main limitation was serious risk of bias, associated with failure to describe acceptable methods of randomisation and unclear or high risk of attrition bias
9.2. Number of embryos
CO266
Brown 2016
Day three versus day two embryo transfer following in vitro fertilization or intracytoplasmic sperm injection
26/4/2016
Review is considered to
be stable, with no update planned
15 RCTs 2894 (14 RCTs) couples undergoing ART Day 3 embryo transfer Day 2 embryo transfer Live birth
Ongoing pregnancy
Clinical pregnancy
Complications
Multiple pregnancy
Miscarriage
Ectopic pregnancy
Foetal abnormalities
Women's evaluation
Main limitations were poor methodological reporting, selective reporting, inconsistency, and imprecision
ZP661
Pandian 2013
Number of embryos for transfer following in‐vitro fertilisation or intracytoplasmic sperm injection
17/07/2012 14 RCTs 2165 couples undergoing ART Single‐embryo transfer
Double‐embryo transfer
Double‐embryo transfer
Three‐embryo transfer
Four‐embryo transfer
Live birth
Pregnancy
Multiple pregnancy
Miscarriage
Many of the included studies were small, with half enroling fewer than 60 participants. Clinical heterogeneity between studies was considerable, but evidence of statistical heterogeneity was scant for most analyses. Methodological quality of the studies was mixed
9.3. Transfer techniques and procedures
BA1920
Ata 2018
Application of seminal plasma to female genital tract prior to embryo transfer in assisted reproductive technology cycles (IVF, ICSI, and frozen embryo transfer)
10/10/2017 11 RCTs 3215 women undergoing ART Seminal plasma to genital tract during the period starting 5 days before embryo transfer and ending 2 days after it No seminal plasma application Live birth
Miscarriage
Live birth or ongoing pregnancy
Clinical pregnancy
Multiple pregnancy
Ectopic pregnancy
Infection
Adverse events
Quality of the evidence ranged from very low to low. Main limitations were risk of bias (associated with poor reporting of allocation concealment and other methods) and imprecision for the primary outcome of live birth rate
DB552
Bontekoe 2014
Adherence compounds in embryo transfer media for assisted reproductive technologies
13/11/2013 17 RCTs 3898 women undergoing ART Embryo transfer
media enriched with adherence
compounds
(hyaluronic acid or fibrin sealant)
Embryo transfer media
devoid of, or with a low dose of, such adherence
compounds
Live birth
Ongoing pregnancy
Clinical pregnancy
Multiple pregnancy Implantation
Adverse events
Some methodological limitations and serious imprecision were noted
SV602
Derks 2009
Techniques for preparation prior to embryo transfer
18/03/2009 10 RCTs 1693 women (9
RCTs) undergoing IVF
Straightening of the
utero‐cervical angle
Cervical and endometrial preparation
Dummy transfer
Embryo afterloading
No intervention or no
treatment
Live birth
Clinical pregnancy
Multiple pregnancy
Miscarriage
Ectopic pregnancy
Adverse events ‐ pain/infection
Only 1 trial reported
live birth, and most included trials inadequately explained methodological procedures
EN1382
Kroon 2012
Antibiotics prior to embryo transfer in ART
23/11/2011 1 RCT 350 women undergoing ART Antibiotics No treatment Bacterial contamination of catheter
Clinical pregnancy
Analysis of bacterial contamination was not performed for all participants
JB604
Brown 2016a
Ultrasound versus 'clinical touch' for catheter guidance during embryo
 transfer in women
6/5/2015 21 RCTs 6711 women with any form of infertility undergoing ART Ultrasound‐guided
transfer
Clinical touch transfer Live birth
Ongoing pregnancy
Clinical pregnancy
Multiple pregnancy
Miscarriage
Ectopic pregnancy
Foetal abnormalities
Complications
Ease of transfer
High heterogeneity and poor reporting of methodological detail
AAS605
Abou‐Setta 2014
Post‐embryo transfer interventions for assisted reproduction technology cycles
19/6/14 4 RCTs 1392 women
with subfertility of any cause
Bed rest
Bladder emptying
Mechanical
pressure on cervix
Fibrin sealant
Different duration of
bed rest
No intervention
Live birth
Ongoing pregnancy
Clinical pregnancy
Multiple pregnancy
Miscarriage
Ectopic pregnancy
Adverse events – pain
Subjective experience
Live birth not reported, lack of blinding
LC1966
Craciunas 2016
Intrauterine administration of human chorionic gonadotropin (hCG) for subfertile women undergoing assisted reproduction
10/11/2015 12 RCTs 4038 subfertile women Intra‐cavity hCG before embryo transfer Placebo or no intervention
Alternative intervention
Live birth
Miscarriage
Clinical pregnancy
Complications
High risk of bias, serious imprecision
10. Luteal phase support
MV263
van der Linden 2015
Luteal phase support for ART cycles
25/11/2014 94 RCTs 26,198 women with any cause of subfertility undergoing ART Progesterone
hCG
Placebo or no treatment
hCG
Progesterone + oestrogen
Progesterone + GnRH
agonist
Live birth
Clinical pregnancy
Ongoing pregnancy
Miscarriage
OHSS
Multiple pregnancy
Poor reporting of study methods and imprecision due to small sample sizes
CMB1261
Boomsma 2012
Peri‐implantation glucocorticoid administration for assisted reproductive technology cycles
20/09/2011 14 RCTs 1879 couples with subfertility of any cause undergoing ART Glucocorticoids No glucocorticoids
Placebo
Live birth
Ongoing pregnancy Pregnancy
Multiple pregnancy Miscarriage
Ectopic pregnancy
OHSS
Implantation
Only 3 trials reported live birth, lack of blinding, and poor reporting
MA1441
Akhtar 2013
Heparin for assisted reproduction
6/5/2013 3 RCTs 386 subfertile women undergoing ART Heparin Placebo
No treatment
Live birth
Adverse effects
Clinical pregnancy
Multiple pregnancy
Maternal complications
Foetal complications
Only 3 small RCTs, 1 of which did not adequately describe allocation concealment. High heterogeneity reflecting differing participant inclusion criteria
11. Prevention of ovarian hyperstimulation syndrome (OHSS)
TH1338
Tang 2016
Dopamine agonists for preventing ovarian hyperstimulation syndrome
15/8/2016 16 RCTs 2091 women at
high risk of OHSS
undergoing ART
Cabergoline
Quinagolide
Bromocriptine
Placebo/no treatment
Other treatment
OHSS
Live birth
Miscarriage
Clinical pregnancy
Multiple miscarriage
Adverse events
Poor reporting of study methods (mostly lack of details on randomisation or blinding) and serious imprecision for some comparisons
ADA56
D'Angelo 2017
Coasting (withholding gonadotrophins) for preventing ovarian hyperstimulation syndrome
6/07/2016
Review is considered to
be stable, with no update planned
8 RCTs 702 women
at high risk of OHSS
Coasting when
oestradiol levels were > 2500 pg/mL or > 9000 pmol/L
No coasting
Early unilateral follicular
aspiration
Gonadotrophin‐releasing hormone antagonist
Follicle‐stimulating hormone co‐trigger
Cabergoline
OHSS
Live birth
Clinical pregnancy
Multiple pregnancy
Miscarriage
Number of oocytes retrieved
Main limitations were failure to report live birth, risk of bias due to lack of information about study methods, and imprecision due to low event rates and lack of data. Four of the studies were published only as abstracts and provided limited data
ADA561
D'Angelo 2007
Embryo freezing for preventing ovarian hyperstimulation syndrome
26/11/2010
Review is considered to
be stable and will not be updated again
2 RCTs 151 women
down‐regulated by GnRHa, undergoing superovulation in IVF and or ICSI cycles
Cryopreservation Fresh embryo transfer
Intravenous albumin
OHSS
Clinical pregnancy
Live birth
Admissions
Evidence based on 2 trials, 1 for each comparison
Live birth reported in only 1 trial Seriouis risk of bias in both trials
PMA481
Youssef 2016
Volume expanders for the prevention of ovarian hyperstimulation syndrome
2/11/15 9 RCTs 1867 women
with controlled ovarian hyperstimulation and at risk of severe OHSS
Human albumin
Hydroxyethyl starch
Mannitol
Placebo OHSS
Clinical pregnancy
Imprecision, poor reporting of study methods, and failure to blind outcome assessment
12. Frozen embryo replacement cycles
KMW1790
Wong 2017
Fresh versus frozen embryo transfers in assisted reproduction
14/11/2016 4 RCTs 1892 women undergoing IVF or ICSI Freeze‐all strategy Conventional IVF/ICSI strategy with transfer of fresh and subsequently frozen‐thawed embryos Cumulative live birth
OHSS
Clinical pregnancy
Time to pregnancy
Multiple pregnancy
Miscarriage
Pregnancy complications
Birth weight
Congenital disorders
Serious risk of bias: unclear blinding of investigators for preliminary outcomes of the study, unit of analysis error, and absence of adequate study termination rules
Serious imprecision for some outcomes
TG691
Ghobara 2017
Cycle regimens for frozen‐ thawed embryo transfer (FET)
13/12/2016 18 RCTs 3815 women with a range of causes of subfertility Natural cycle FET
Modified natural cycle FET
HT FET
Subtypes of ovulation induction FET using clomiphene, hMG, and/or FSH
Other regimens Live birth per woman
Clinical pregnancy per woman
Ongoing pregnancy per woman
Multiple pregnancy
Cycle cancellation
Miscarriage
Endometrial thickness
Failure to report important clinical outcomes, poor reporting of study methods, imprecision due to low event rates. No data were specific to non‐ovulatory women
DG1351
Glujovsky 2010
Endometrial preparation for women undergoing embryo transfer with frozen embryos or embryos derived from donor oocytes
7/10/2009 22 RCTs 3451 women
11 trials used fresh donor oocyte embryo replacement cycles
11 trials used frozen embryo replacement cycles
No detail on causes of infertility was provided
Corticosteroids
Low‐dose aspirin
GnRHa
Intramuscular progesterone
Day of start of progesterone
Artificial cycle hCG before
retrieval
No treatment
GnRHa
Vaginal progesterone
Day of start of progesterone
Non‐artificial cycle
Placebo
Live birth
Clinical pregnancy
Multiple pregnancy
Cancelled cycle rates Endometrial thickness
Pregnancy loss
Only 8 trials reported adequate details of allocation concealment.
Only 1 trial reported on blinding

ART: assisted reproduction technology.

COCP: combined oral contraceptive pill.

COH: controlled ovarian hyperstimulation.

CSA: conscious sedation and analgesia.

E2: oestrogen.

FET: frozen‐thawed embryo transfer.

FSH: follicle‐stimulating hormone.

GnRH: gonadotrophin‐releasing hormone.

GnRHa: gonadotrophin‐releasing hormone agonist.

hCG: human chorionic gonadotrophin.

hLH: human luteinising hormone.

hMG: human menopausal gonadotrophin.

HT: hormone therapy.

ICSI: intracytoplasmic sperm injection.

IMSI: ultra‐high magnification sperm selection.

IVF: in vitro fertilisation.

IU: international units.

N/A: not applicable.

OHHS: ovarian hyperstimulation syndrome.

ORT: ovarian reserve test.

PCB: paracervical block.

PGS: pre‐implantation genetic screening.

RCT: randomised controlled trial.

rFSH: recombinant follicle‐stimulating hormone.

rLH: recombinant luteinising hormone.

Currently, we have identified an additional 10 protocols and four active titles in progress that will be added to the overview when they are published as full reviews and the overview is next updated. For details, see Appendix 1.

We have withdrawn one protocol identified in the previous version of this overview, as the topic is now covered by other reviews (ElDaly 2006).

Methodological quality of included reviews

Quality of systematic reviews

We rated the quality of the included reviews by using the AMSTAR tool (Shea 2007).

  • All reviews had pre‐specified their clinical question and inclusion criteria.

  • All reviews conducted study selection and data extraction in duplicate.

  • All reviews conducted a comprehensive literature search.

  • All reviews included searches of grey literature.

  • All reviews listed included and excluded studies.

  • All reviews described the characteristics of included studies.

  • All reviews assessed study quality.

  • All reviews combined studies using appropriate methods.

  • A total of 65 of the 67 reviews addressed the risk of reporting bias, using a statistical test when appropriate.

  • All reviews addressed the potential for conflict of interest.

Only 30 of the 68 reviews (44%) had conducted a literature search within the past three years (to May 2018) or had been deemed stable (i.e. search not to be updated unless we become aware of new evidence).

See Table 2 and Table 3 for details.

2. AMSTAR assessment.
Review no. First review author Review title AMSTAR criteria
      Pre‐specified question and inclusion criteria Duplicate study selection and data extraction Comprehensive lit search Grey lit included Lists of included and excluded studies Characteristics of included studies described Study quality assessed Studies combined by appropriate methods Likelihood of publication bias considered/tested Potential for conflict of interest addressed
AAS605 Abou‐Setta 2014 Post‐embryo transfer interventions for assisted reproduction technology cycles
ADA561 D'Angelo 2007 Embryo freezing for preventing ovarian hyperstimulation syndrome
ADA563 D'Angelo 2017 Coasting (withholding gonadotrophins) for preventing ovarian
 hyperstimulation syndrome
AM1335 Kamath 2017 Oral medications including clomiphene citrate or aromatase inhibitors with gonadotropins for controlled ovarian stimulation in women undergoing in vitro fertilisation
AMVP611 Proctor 2008 Techniques for surgical retrieval of sperm prior to intra‐cytoplasmic sperm injection (ICSI) for azoospermia
AMY731 Yossry 2006 In vitro fertilisation versus tubal reanastomosis (sterilisation reversal) for subfertility after tubal sterilisation N/A N/A N/A N/A
AWP1710 Pouwer 2015 Long‐acting FSH versus daily FSH for women undergoing assisted reproduction
BA1920 Ata 2018 Application of seminal plasma to female genital tract prior to embryo transfer in assisted reproductive technology cycles (IVF, ICSI, and frozen embryo transfer)
BKT841 Kalampokas 2017 Glucocorticoid supplementation during ovarian stimulation for IVF or ICSI
CMB1261 Boomsma 2012 Peri‐implantation glucocorticoid administration for assisted reproductive
 technology cycles
CO266 Brown 2016 Day three versus day two embryo transfer following in vitro fertilization or intracytoplasmic sperm injection
CS1400 Siristatidis 2009 In vitro maturation in subfertile women with polycystic ovarian syndrome undergoing assisted reproduction N/A N/A N/A N/A
CS1968 Siristatidis 2018 Metabolomics for improving pregnancy outcomes in women undergoing assisted reproductive technologies
DB551 Glujovsky 2016 Cleavage stage versus blastocyst stage embryo transfer in assisted
 reproductive technology
DB552 Bontekoe 2014 Adherence compounds in embryo transfer media for assisted reproductive technologies
DG1351 Glujovsky 2010 Endometrial preparation for women undergoing embryo transfer with
 frozen embryos or embryos derived from donor oocytes
DG1352 Glujovsky 2014 Vitrification versus slow freezing for women undergoing oocyte cryopreservation
DHH752 Farquhar 2017 Oral contraceptive pill, progestogen or estrogen pre‐treatment for ovarian stimulation protocols for women undergoing assisted reproductive techniques
EN1382 Kroon 2012 Antibiotics prior to embryo transfer in ART
HA412 Al‐Inany 2016 Gonadotrophin‐releasing hormone antagonists for assisted reproductive technology
HA413 Youssef 2016a Recombinant versus urinary human chorionic gonadotrophin for final
 oocyte maturation triggering in IVF/ICSI cycles
HEN1730 Nagels 2015 Androgens (dehydroepiandrosterone or testosterone) for women undergoing assisted reproduction
HNS881 Sallam 2006 Long‐term pituitary down‐regulation before in vitro fertilization (IVF) for women with endometriosis x
IG1250 Reavey 2016 Human chorionic gonadotrophin priming for fertility treatment with in vitro maturation
IOK971 Kwan 2018 Pain relief for women undergoing oocyte retrieval for assisted reproduction
IOK972 Kwan 2014 Monitoring of stimulated cycles in assisted reproduction (IVF and ICSI)
IOK973 van Wely 2011 Recombinant versus urinary gonadotrophin for ovarian stimulation in assisted reproduction technology cycles
IRS911 Cheong 2013 Acupuncture and assisted reproductive technology
JB604 Brown 2016a Ultrasound versus 'clinical touch' for catheter guidance during embryo
 transfer in women
KA992 Anderson 2010 Pre‐conception lifestyle advice for people with subfertility
KH291 Duffy 2010 Growth hormone for in vitro fertilization x
KMW1790 Wong 2017 Fresh versus frozen embryo transfers in assisted reproduction
LA541 Albuquerque 2013 Depot versus daily administration of gonadotrophin releasing hormone
 agonist protocols for pituitary desensitization in assisted reproduction
 cycles
LC1966 Craciunas 2016 Intrauterine administration of human chorionic gonadotropin (hCG) for subfertile women undergoing assisted reproduction
LDT1201 Tso 2014 Metformin treatment before and during IVF or ICSI in women with polycystic ovary syndrome
MA1441 Akhtar 2013 Heparin for assisted reproduction
MM1610 Youssef 2015 Culture media for human pre‐implantation embryos in assisted reproductive technology cycles
MGS1510 Showell 2014 Antioxidants for male subfertility
MGS1630 Showell 2017 Antioxidants for female subfertility
MHM931 Mochtar 2017 Recombinant luteinizing hormone (rLH) and recombinant follicle stimulating hormone (rFSH) for ovarian stimulation in IVF/ICSI cycles
MM1690 Youssef 2014 Gonadotropin‐releasing hormone agonist versus hCG for oocyte triggering in antagonist assisted reproductive technology cycles
MV263 van der Linden 2015 Luteal phase support in ART cycles
MVR461 Van Rumste 2003 Intra‐cytoplasmic sperm injection versus conventional techniques for
 oocyte insemination during in vitro fertilisation in patients with non‐male
 subfertility
MWS391 Carney 2012 Assisted hatching on assisted conception (IVF and ICSI)
NJ472 Johnson 2010 Surgical treatment for tubal disease in women due to undergo in vitro fertilisation
PMA481 Youssef 2016 Volume expanders for the prevention of ovarian hyperstimulation syndrome
RBG1760 Gutarra‐Vilchez 2014 Vasodilators for women undergoing fertility treatment
RSS791 Pandian 2010 Interventions for 'poor responders' to controlled ovarian hyperstimulation
 (COH) in in‐vitro fertilisation (IVF)
SB1283 Bontekoe 2012 Low oxygen concentrations for embryo culture in assisted reproductive technologies
SCA1950 Armstrong 2015 Time‐lapse systems for embryo incubation and assessment in assisted reproduction x
SD265 Siristatidis 2015 Gonadotropin‐releasing hormone agonist protocols for pituitary suppression in assisted reproductive technology cycles
SG1241 Benschop 2010 Interventions for women with endometrioma prior to assisted reproductive technology
SH1141 McDonnell 2014 Ovarian cyst aspiration prior to in vitro fertilization treatment for subfertility
SL1977 Lensen 2018 Individualised gonadotropin dose selection using markers of ovarian reserve for women undergoing in vitro fertilisation plus intracytoplasmic sperm injection (IVF/ICSI)  
SMA991 Twisk 2006 Preimplantation genetic screening for abnormal number of chromosomes
 (aneuploidies) in in vitro fertilisation or intracytoplasmic sperm injection
SMD1810 McDowell 2014 Advanced sperm selection techniques for assisted reproduction
SV602 Derks 2009 Techniques for preparation prior to embryo transfer
SW811 Georgiou 2018 Follicular flushing during oocyte retrieval in assisted reproductive
 techniques
TA1860 Allersma 2013 Natural cycle IVF for subfertile couples
TG691 Ghobara 2017 Cycle regimens for frozen‐thawed embryo transfer
TH1338 Tang 2016 Dopamine agonists for preventing ovarian hyperstimulation syndrome
VJP951 Siristatidis 2016 Aspirin for in vitro fertilisation
WM1504 Nastri 2015 Endometrial injury in women undergoing assisted reproductive techniques
WPM1780 Martins 2013 FSH replaced by low‐dose hCG in the late follicular phase versus FSH alone for assisted reproductive techniques
WPM1800 Teixeira 2013 Regular (ICSI) versus ultra‐high magnification (IMSI) sperm selection for assisted reproduction
ZH1093 Huang 2013 Brief co‐incubation of sperm and oocytes for in vitro fertilization techniques
ZP661 Pandian 2013 Number of embryos for transfer following in‐vitro fertilisation or intracytoplasmic sperm injection
ZP672 Pandian 2015 In vitro fertilisation for unexplained subfertility x

ART: assisted reproduction techniques.

COH: controlled ovarian hyperstimulation.

FSH: follicle‐stimulating hormone.

hCG: human chorionic gonadotrophin.

ICSI: intracytoplasmic sperm injection.

IVF: in vitro fertilisation.

IMSI: ultra‐high magnification sperm selection.

N/A: not applicable.

rFSH: recombinant follicle‐stimulating hormone.

rLH: recombinant luteinising hormone.

3. Latest search date assessment.
Review no. First review author Review title < 3 years since last search
(to May 2018) or deemed stable
AAS605 Abou‐Setta 2014 Post‐embryo transfer interventions for assisted reproduction technology cycles x
ADA561 D'Angelo 2007 Embryo freezing for preventing ovarian hyperstimulation syndrome Stable
ADA563 D'Angelo 2017 Coasting (withholding gonadotrophins) for preventing ovarian hyperstimulation syndrome Stable
AM1335 Kamath 2017 Clomiphene citrate for controlled ovarian stimulation in women undergoing in vitro fertilization
AMVP611 Proctor 2008 Techniques for surgical retrieval of sperm prior to intra‐cytoplasmic sperm injection (ICSI) for azoospermia Stable
AMY731 Yossry 2006 In vitro fertilisation versus tubal reanastomosis (sterilisation reversal) for subfertility after tubal sterilisation Stable
AWP1710 Pouwer 2015 Long‐acting FSH versus daily FSH for women undergoing assisted reproduction
BA1920 Ata 2018 Application of seminal plasma to female genital tract prior to embryo transfer in assisted reproductive technology cycles (IVF, ICSI, and frozen embryo transfer)
BKT841 Kalampokas 2017 Glucocorticoid supplementation during ovarian stimulation for IVF or ICSI
CMB1261 Boomsma 2012 Peri‐implantation glucocorticoid administration for assisted reproductive technology cycles x
CO266 Brown 2016 Day three versus day two embryo transfer following in vitro fertilization or intracytoplasmic sperm injection Stable
CS1400 Siristatidis 2009 In vitro maturation in subfertile women with polycystic ovarian syndrome undergoing assisted reproduction Stable
CS1968 Siristatidis 2018 Metabolomics for improving pregnancy outcomes in women undergoing assisted reproductive technologies
DB551 Glujovsky 2016 Cleavage stage versus blastocyst stage embryo transfer in assisted reproductive technology
DB552 Bontekoe 2014 Adherence compounds in embryo transfer media for assisted reproductive technologies x
DG1351 Glujovsky 2010 Endometrial preparation for women undergoing embryo transfer with frozen embryos or embryos derived from donor oocytes x
DG1352 Glujovsky 2014 Vitrification versus slow freezing for women undergoing oocyte cryopreservation x
DHH752 Farquhar 2017 Oral contraceptive pill, progestogen or oestrogen pre‐treatment for ovarian stimulation protocols for women undergoing assisted reproductive techniques
EN1382 Kroon 2012 Antibiotics prior to embryo transfer in ART x
HA412 Al‐Inany 2016 Gonadotrophin‐releasing hormone antagonists for assisted reproductive technology x
HA413 Youssef 2016a Recombinant versus urinary human chorionic gonadotrophin for final oocyte maturation triggering in IVF/ICSI cycles x
HEN1730 Nagels 2015 Androgens (dehydroepiandrosterone or testosterone) for women undergoing assisted reproduction x
HNS881 Sallam 2006 Long‐term pituitary down‐regulation before in vitro fertilization (IVF) for women with endometriosis x
IG1250 Reavey 2016 Human chorionic gonadotrophin priming for fertility treatment with in vitro maturation
IOK971 Kwan 2018 Pain relief for women undergoing oocyte retrieval for assisted reproduction
IOK972 Kwan 2014 Monitoring of stimulated cycles in assisted reproduction (IVF and ICSI) x
IOK973 van Wely 2011 Recombinant versus urinary gonadotrophin for ovarian stimulation in assisted reproduction technology cycles x
IRS911 Cheong 2013 Acupuncture and assisted reproductive technology x
JB604 Brown 2016a Ultrasound versus 'clinical touch' for catheter guidance during embryo transfer in women
KA992 Anderson 2010 Pre‐conception lifestyle advice for people with subfertility x
KH291 Duffy 2010 Growth hormone for in vitro fertilization x
KMW1790 Wong 2017 Fresh versus frozen embryo transfers in assisted reproduction
LA541 Albuquerque 2013 Depot versus daily administration of gonadotrophin releasing hormone agonist protocols for pituitary desensitization in assisted reproduction
 cycles x
LC1966 Craciunas 2016 Intrauterine administration of human chorionic gonadotropin (hCG) for subfertile women undergoing assisted reproduction
LDT1201 Tso 2014 Metformin treatment before and during IVF or ICSI in women with polycystic ovary syndrome. x
MA1441 Akhtar 2013 Heparin for assisted reproduction x
MGS1510 Showell 2014 Antioxidants for male subfertility x
MGS1630 Showell 2017 Antioxidants for female subfertility
MHM931 Mochtar 2017 Recombinant luteinizing hormone (rLH) and recombinant follicle stimulating hormone (rFSH) for ovarian stimulation in IVF/ICSI cycles
MM1610 Youssef 2015 Culture media for human pre‐implantation embryos in assisted reproductive technology cycles x
MM1690 Youssef 2014 Gonadotropin‐releasing hormone agonist versus hCG for oocyte triggering in antagonist assisted reproductive technology cycles x
MV263 van der Linden 2015 Luteal phase support in ART cycles
MVR461 Van Rumste 2003 Intra‐cytoplasmic sperm injection versus conventional techniques for oocyte insemination during in vitro fertilisation in patients with non‐male
 subfertility Stable
MWS391 Carney 2012 Assisted hatching on assisted conception (IVF and ICSI) x
NJ472 Johnson 2010 Surgical treatment for tubal disease in women due to undergo in vitro fertilisation x
PMA481 Youssef 2016 Volume expanders for the prevention of ovarian hyperstimulation syndrome Stable
RBG1760 Gutarra‐Vilchez 2014 Vasodilators for women undergoing fertility treatment x
RSS791 Pandian 2010 Interventions for 'poor responders' to controlled ovarian hyperstimulation (COH) in in‐vitro fertilisation (IVF) x
SB1283 Bontekoe 2012 Low oxygen concentrations for embryo culture in assisted reproductive technologies x
SCA1950 Armstrong 2015 Time‐lapse systems for embryo incubation and assessment in assisted reproduction x
SD265 Siristatidis 2015 Gonadotrophin‐releasing hormone agonist protocols for pituitary suppression in assisted reproduction x
SG1241 Benschop 2010 Interventions for women with endometrioma prior to assisted reproductive technology x
SH1141 McDonnell 2014 Ovarian cyst aspiration prior to in vitro fertilization treatment for subfertility x
SL1977 Lensen 2018 Individualised gonadotropin dose selection using markers of ovarian reserve for women undergoing in vitro fertilisation plus intracytoplasmic sperm injection (IVF/ICSI)
SMA991 Twisk 2006 Preimplantation genetic screening for abnormal number of chromosomes (aneuploidies) in in vitro fertilisation or intracytoplasmic sperm injection x
SMD1810 McDowell 2014 Advanced sperm selection techniques for assisted reproduction x
SV602 Derks 2009 Techniques for preparation prior to embryo transfer x
SW811 Georgiou 2018 Follicular flushing during oocyte retrieval in assisted reproductive techniques
TA1860 Allersma 2013 Natural cycle IVF for subfertile couples x
TG691 Ghobara 2017 Cycle regimens for frozen‐thawed embryo transfer
TH1338 Tang 2016 Dopamine agonists for preventing ovarian hyperstimulation syndrome
VJP951 Siristatidis 2016 Aspirin for in vitro fertilisation Stable
WM1504 Nastri 2015 Endometrial injury in women undergoing assisted reproductive techniques
WPM1780 Martins 2013 FSH replaced by low‐dose hCG in the late follicular phase versus FSH alone for assisted reproductive techniques x
WPM1800 Teixeira 2013 Regular (ICSI) versus ultra‐high magnification (IMSI) sperm selection for assisted reproduction x
ZH1093 Huang 2013 Brief co‐incubation of sperm and oocytes for in vitro fertilization techniques x
ZP661 Pandian 2013 Number of embryos for transfer following in‐vitro fertilisation or intracytoplasmic sperm injection x
ZP672 Pandian 2015 In vitro fertilization for unexplained subfertility

ART: assisted reproduction techniques.

COH: controlled ovarian hyperstimulation.

FSH: follicle‐stimulating hormone.

hCG: human chorionic gonadotrophin.

ICSI: intracytoplasmic sperm injection.

IVF: in vitro fertilisation.

IMSI: ultra‐high magnification sperm selection.

N/A: not applicable.

rFSH: recombinant follicle‐stimulating hormone.

rLH: recombinant luteinising hormone.

Quality of evidence from primary studies in included reviews

We rated the quality of evidence reported by primary studies in the included reviews by using GRADE methods. The quality of the evidence varied widely (by review and also by outcome) and ranged from very low to high. See Table 1Table 4Table 5Table 6Table 7 and Table 8 for details.

4. Live birth or live birth/ongoing pregnancy per woman.
Outcome
Intervention and comparison intervention
Assumed risk with comparator Corresponding risk with intervention Relative effect
(95% CI)
No. of participants
(studies)
Quality of the evidence
(GRADE)
Comments  
1. Indication for ART  
Pandian 2015
IVF vs expectant management for unexplained subfertility
Live birth
37 per 1000 458 per 1000
(90 to 879)
OR 22 (2.56 to 189.37) 51 (1 RCT) Very low Very serious imprecision, questionable applicability, and (for the analysis of clinical pregnancy) serious inconsistency  
Pandian 2015
IVF vs unstimulated intra‐uterine insemination for unexplained subfertility
Live birth
160 per 1000 320 per 1000
 (185 to 494) OR 2.47
 (1.19 to 5.12) 156
 (2 RCTs) Low Very serious imprecision  
Pandian 2015
IVF vs intra‐uterine insemination + ovarian stimulation with gonadotrophins for unexplained subfertility (treatment naïve women )
Live birth
273 per 1000 308 per 1000
 (264 to 360) OR 1.27
(0.94 to 1.73)
745
 (4 RCTs) Moderate Serious imprecision with wide confidence interval  
Pandian 2015
IVF vs intra‐uterine insemination + ovarian stimulation with gonadotrophins for unexplained subfertility (pre‐treated women)
Live birth
219 per 1000 523 per 1000
 (374 to 731) OR 3.90
(2.32 to 6.57)
280
(1 RCT)
Moderate Serious imprecision (only 9 events)  
2. Pre‐ART and adjuvant strategies  
2.1. For unselected populations  
Nastri 2015 *See comment
Endometrial injury performed between day 7 of the previous cycle and day 7 of the ET cycle vs no injury
Live birth or ongoing pregnancy
260 per 1000 342 per 1000 (281 to 481) RR 1.42
(1.08 to 1.85
1496
(9 RCTs)
Moderate Serious imprecision  
Nastri 2015 *See comment
Endometrial injury on the day of oocyte retrieval vs no injury
Live birth or ongoing pregnancy
290 per 1000 90 per 1000 RR 0.31
(0.14 to 0.69)
156
(1 RCT)
Low Very serious imprecision  
Showell 2014
Antioxidant vs placebo or no treatment for men
Live birth
100 per 1000 286 per 1000
(124 to 533)
Peto OR 3.61
(1.27 to 10.29)
90
(2 RCTs)
Low Very serious imprecision, with only 90 participants and 25 events  
Showell 2017
Antioxidant vs placebo or no treatment for women
Live birth
305 per 1000 347 per 1000
(232to 481)
OR 1.21
(0.69 to 2.11)
230
(4 RCTs)
Very low Very serious risk of bias and very serious imprecision  
Cheong 2013
Acupuncture vs no acupuncture on the day of embryo transfer
Live birth
281 per 1000 323 per 1000
(254 to 399)
OR 1.22
(0.87 to 1.7)
2505
(8 RCTs)
Low Imprecision, inadequate explanation of methods, high statistical heterogeneity (I2 = 69%)  
Cheong 2013
Acupuncture vs no acupuncture around the time of oocyte retrieval
Live birth
357 per 1000 326 per 1000
(247 to 418)
OR 0.87
(0.59 to 1.29)
464
(2 RCTs)
Low Imprecision, inadequate explanation of methods, high statistical heterogeneity (I2 = 69%)  
Duffy 2010
Growth hormone vs placebo
Live birth
146 per 1000 184 per 1000 (64
to 431)
OR 1.32 (0.4 to 4.43) 80
(2 RCTs)
Moderate Serious imprecision  
Duffy 2010
Growth hormone vs placebo – poor responders
Live birth
50 per 1000 221 per 1000
(90 to 447)
OR 5.39
(1.89 to 15.35)
165
(4 RCTs)
Moderate Some studies did not provide an adequate explanation of randomisation and/or allocation concealment  
Gutarra‐Vilchez 2014
Vasodilator compared with placebo
Live birth
236 per 1000 278 per 1000
(193 to 398)
RR 1.18
(0.82 to 1.69)
350
(3 RCTs)
Moderate Studies had low or unclear risk of bias but serious imprecision  
Siristatidis 2016
Aspirin vs placebo or no treatment
Live birth
225 per 1000 204 per 1000
 (162 to 258) RR 0.91
(0.72 to 1.15)
1053
(3 RCTs)
Moderate Serious imprecision with low event rates  
Nagels 2015
DHEA vs placebo or no treatment
Live birth or ongoing pregnancy
116 per 1000 192 per 1000
 (141 to 256) OR 1.81
 (1.25 to 2.62) 878
 (8 RCTs) Moderate Serious imprecision with low event rates  
Nagels 2015
Testosterone vs placebo or no treatment
Live birth or ongoing pregnancy
82 per 1000 188 per 1000
 (104 to 317) OR 2.6
 (1.3 to 5.2) 345
 (4 RCTs) Moderate Serious imprecision with low event rates  
2.2. For selected populations    
Tso 2014
Metformin vs placebo or no treatment
Live birth
320 per 1000 395 per 1000
(276 to 530)
OR 1.39
(0.81 to 2.40)
551
(5 RCTs)
Low Serious inconsistency with unexplained heterogeneity (I2 = 52%). Serious imprecision, as total events are fewer than 300. Data discrepancy in 1 study: sensitivity analysis excluding this RCT yielded an OR of 1.48 (95% CI 0.72 to 3.02) for live birth  
3. Down‐regulation with agonists or antagonists  
Albuquerque 2013
GnRHa depot vs daily injection
Live birth or ongoing pregnancy
24 per 100 23 per 100
(181 to 292)
OR 0.95
(0.7 to 1.31)
873
 (7 RCTs) Low Most studies were classified as at unclear risk of bias for all domains. Serious imprecision, as total events were fewer than 300  
Al‐Inany 2016
GnRH antagonist vs long course GnRH agonist
Live birth
286 per 1000 290 per 1000
 (254 to 330) OR 1.02
 (0.85 to 1.23) 2303
 (12 RCTs) Moderate Asymmetrical funnel plot with small study effects in favour of GnRH antagonist  
Siristatidis 2015
Long vs short protocol for pituitary suppression
Live birth or ongoing pregnancy
138 per 1000 172 per 1000
 (131 to 225) OR 1.3
 (0.94 to 1.81) 976
 (12 RCTs) Low Poor reporting of methods and serious imprecision, with wide confidence intervals  
Siristatidis 2015
Long vs ultra‐short protocol for pituitary suppression
Live birth or ongoing pregnancy
122 per 1000 198 per 1000
 (91 to 376) OR 1.78
 (0.72 to 4.36) 150
 (1 RCT) Low Poor reporting of methods and serious imprecision, with wide confidence intervals  
Siristatidis 2015
Long luteal phase protocol vs long follicular phase protocol for pituitary suppression
Live birth or ongoing pregnancy
102 per 1000 177 per 1000
 (90 to 319) OR 1.89
 (0.87 to 4.1) 223
 (1 study) Low Poor reporting of methods and serious imprecision, with wide confidence intervals  
Siristatidis 2015
Long protocol continued GnRH agonist vs long protocol stop GnRH agonist for pituitary suppression
Live birth or ongoing pregnancy
76 per 1000 222 per 1000
 (138 to 336) OR 0.75 
 (0.42 to 1.33) 290
 (3 studies) Low Poor reporting of methods and serious imprecision, with wide confidence intervals  
Siristatidis 2015
Long protocol (GnRHa until hCG) compared with long protocol (extend GnRHa 12 days after hCG) for pituitary suppression
Live birth or ongoing pregnancy
378 per 1000 351 per 1000
 (229 to 499) OR 0.89
 (0.49 to 1.64) 181
 (1 study) Low Very serious imprecision: small number of events and wide confidence intervals  
4. Ovarian stimulation  
4.1. Medication type  
Kamath 2017
Clomiphene citrate or letrozole with or without gonadotropins (with or without midcycle antagonist) compared to gonadotropins (with GnRH agonists or midcycle antagonist) in IVF and ICSI cycles in general population
Live birth
235 per 1000 216 per 1000
(155 to 299)
RR 0.92 (0.66 to 1.27) 493
(4 RCTs)
Low Serious imprecision with wide confidence intervals. Method of allocation concealment inadequately reported in some trials  
Kamath 2017
Clomiphene citrate or letrozole with or without gonadotropins (with or without midcycle antagonist) compared to gonadotropins (with GnRH agonists or midcycle antagonist) in IVF and ICSI cycles in poor responders
Live birth
49 per 1000 57 per 1000
 (24 to 137) RR 1.16
 (0.49 to 2.79) 357
 (2 RCTs) Low Serious imprecision with wide confidence intervals. Method of allocation concealment inadequately reported in some trials  
Pouwer 2015
Long acting FSH (any dose) vs daily FSH
Live birth
347 per 1000 330 per 1000
(273 to 348)
RR 0.95
(0.84 to 1.07)
2363
(5 RCTs)
Moderate Two studies at high risk of attrition bias  
Pouwer 2015
Long‐acting FSH (low dose) vs daily FSH
Live birth
352 per 1000 246 per 1000
(183 to 327)
RR 0.70
(0.52 to 0.93)
645
(4 RCTs)
Moderate Serious imprecision, with low event rate  
Pouwer 2015
Long‐acting FSH (medium dose) vs daily FSH
Live birth
255 per 1000 263 per 1000
(229 to 301)
RR 1.03
(0.9 to 1.18)
1685
(3 RCTs)
Moderate Two studies at high risk of attrition bias  
Pouwer 2015
Long‐acting FSH (high dose) vs daily FSH
Live birth
375 per 1000 161 per 1000
(45 to 570)
RR 0.43
(0.12 to 1.52)
33
(1 RCT)
Very low Serious imprecision due to very low event rate, plus high risk of attrition bias  
Mochtar 2017
Recombinant luteinizing hormone + recombinant follicle stimulating hormone (rFSH) vs rFSH alone for controlled ovarian hyperstimulation
Live birth
173 per 1000 217 per 1000
(151 to 302)
OR 1.32
(0.85 to 2.06)
499
(4 RCTs)
Very low Imprecision, with wide confidence intervals. Serious risk of bias in certain domains such as random sequence generation and allocation concealment. Serious inconsistency (I2 > 50%)  
van Wely 2011
rFSH vs urinary gonadotrophins
Live birth or ongoing pregnancy
237 per 1000 232 per 1000
(213 to 251)
OR 0.97
(0.87 to 1.08)
7339
(28 RCTs)
High Lack of blinding  
Martins 2013
FSH replaced by low‐dose hCG in the late follicular phase vs continued FSH for assisted reproductive techniques
Live birth
140 per 1000 220 per 1000
(100 to 450)
RR 1.56
(0.75 to 3.25)
130
(2 RCTs)
Very low Very serious imprecision and high risk of bias  
Farquhar 2017
Combined oral contraceptive plus antagonist vs antagonist
Live birth or ongoing pregnancy
270 per 1000 215 per 1000
 (177 to 260) OR 0.74
 (0.58 to 0.95) 1335
 (6 RCTs) Moderate Poor reporting of sequence generation and allocation concealment  
Farquhar 2017
Combined oral contraceptive plus antagonist vs agonist
Live birth or ongoing pregnancy
296 per 1000 273 per 1000
 (212 to 345) OR 0.89
 (0.64 to 1.25) 724
 (4 RCTs) Moderate Serious imprecision with wide confidence intervals  
Farquhar 2017
Progestogen plus agonist vs agonist
Live birth or ongoing pregnancy
170 per 1000 217 per 1000
 (124 to 352) OR 1.35
 (0.69 to 2.65) 222
 (2 RCTs) Low Very serious imprecision with wide confidence intervals  
Farquhar 2017
Progestogen plus antagonist vs antagonist
Live birth or ongoing pregnancy
292 per 1000 217 per 1000
 (69 to 512) OR 0.67
 (0.18 to 2.54) 47
 (1 RCT) Low Very serious imprecision with wide confidence intervals  
Farquhar 2017
Oestrogen plus antagonist vs antagonist
Live birth or ongoing pregnancy
299 per 1000 252 per 1000
 (184 to 333) OR 0.79
 (0.53 to 1.17) 502
 (2 RCTs) Moderate Serious imprecision with wide confidence intervals  
Farquhar 2017
Oestrogen plus antagonist vs agonist
Live birth or ongoing pregnancy
350 per 1000 322 per 1000
 (215 to 447) OR 0.88
 (0.51 to 1.5) 242
 (2 RCTs) Very low Poor reporting of methods; very serious imprecision with wide confidence intervals  
Kalampokas 2017
Glucocorticoid supplementation vs placebo
Live birth
147 per 1000 157 per 1000
 (72 to 308) OR 1.08
 (0.45 to 2.58) 212
 (2 RCTs) Low Very serious imprecision with few events and wide confidence intervals  
Lensen 2018
ORT‐based algorithm vs standard dose FSH
Live birth or ongoing pregnancy
258 per 1000 266 per 1000
 (235 to 300) OR 1.04
 (0.88 to 1.23) 2823
 (4 RCTs) Moderate Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting  
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated low responders
Live birth or ongoing pregnancy
1. 300/450 IU vs 150 IU
2. 400/450 IU vs 300 IU
3. 600 IU vs 450 IU
1. 109 per 1000 80 per 1000
 (38 to 162) OR 0.71 (0.32 to 1.58) 286
 (2 RCTs) Low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Serious imprecision associated with small number of events  
2. 161 per 1000 129 per 1000
 (35 to 380) OR 0.77 (0.19 to 3.19) 62
 (1 RCT)  
3. 108 per 1000 139 per 1000
 (79 to 234) OR 1.33
 (0.71 to 2.52) 356
 (1 RCT)  
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated normal responders
Live birth or ongoing pregnancy
1. 200 IU vs 100 IU
2. 225/200 IU vs 150 IU
3. 300 IU vs 225 IU
1. 204 per 1000 184 per 1000
 (127 to 258) OR 0.88
 (0.57 to 1.36) 522
 (2 RCTs) Low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Serious imprecision associated with small number of events  
2. 193 per 1000 198 per 1000
 (120 to 308) OR 1.03
 (0.57 to 1.86) 277
 (1 RCT)  
3. 397 per 1000 300 per 1000
 (174 to 465) OR 0.65
 (0.32 to 1.32) 135
 (1 RCT)  
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated high responders
Live birth or ongoing pregnancy
150 IU vs 100 IU
255 per 1000 251 per 1000
 (184 to 333) OR 0.98
 (0.66 to 1.46) 521 (1 RCT) Low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Serious imprecision associated with small number of events  
4.3. Interventions for poor responders  
Pandian 2010
Low‐dose GnRHa flare‐up vs spontaneous natural cycle IVF
Live birth
85 per 1000 86 per 1000
(26 to 245)
OR 1.01
(0.29 to 3.5)
129 (1 RCT) Low Serious imprecision, evidence based on a single trial  
4.4. Natural cycle IVF  
Allersma 2013
Natural cycle vs standard IVF
Live birth
125 per 1000 28 per 1000
(1 to 393)
OR 0.20
(0.01 to 4.54)
30 (1 RCT) Very low High risk of performance bias and very serious imprecision  
5. Ovulation triggering  
Youssef 2014
GnRH agonist vs hCG
Live birth
313 per 1000 176 per 1000
(124 to 242)
OR 0.47
(0.31 to 0.70)
532
(5 RCTs)
Moderate One study at high risk of bias because of premature termination, substantial heterogeneity, with I2 = 56%  
Youssef 2016a
rhCG vs uhCG
Live birth or ongoing pregnancy
367 per 1000 396 per 1000
 (344 to 454) OR 1.15
 (0.89 to 1.49) 1136
 (7 RCTs) Moderate Serious imprecision  
Youssef 2016a
rhLH vs uhCG
Live birth or ongoing pregnancy
371 per 1000 359 per 1000
 (231 to 512) OR 0.95
 (0.51 to 1.78) 289
 (2 studies) Very low Poor reporting of study methods, very serious imprecision  
6. Oocyte retrieval  
Reavey 2016
hCG priming vs no priming
Live birth
310 per 1000 226 per 1000
 (97 to 439) OR 0.65
 (0.24 to 1.74) 82
 (1 RCT) Low Serious risk of bias, serious imprecision  
Kwan 2018
Conscious sedation and analgesia plus paracervical block vs electroacupuncture plus paracervical block
Live birth
176 per 1000 334 per 1000 (184
to 601)
OR 2.35 (1.09 to 5.05) 149
(1 RCT)
Low Evidence based on a single trial, serious imprecision  
Georgiou 2018
Follicular flushing vs aspiration alone
Live birth
414 per 1000 401 per 1000
(290 to 524)
OR 0.95
(0.58 to 1.56)
303
(3 RCTs)
Moderate Serious risk of bias: includes at least 1 open‐label study  
7. Sperm retrieval  
McDowell 2014
HA culture dish (PICSI) compared with viscous medium containing HA (SpermSlow) for infertility requiring intracytoplasmic sperm injection
Live birth
300 per 1000 350 per 1000
(190 to 550)
RR 1.16
(0.65 to 2.05)
99
(1 RCT)
Low Serious risk of bias, as RCT methods not reported in adequate detail Serious imprecision, as confidence intervals compatible with substantial benefit or harm from the intervention, or with no effect  
8. Laboratory phase  
Carney 2012
Assisted hatching vs no assisted hatching
Live birth
305 per 1000 311 per 1000
(271 to 356)
OR 1.03
(0.85 to 1.26)
1921
(9 RCTs)
Moderate Many trials had some methodological limitations or missing information  
Bontekoe 2012
Embryo culture with low oxygen concentrations vs atmospheric oxygen concentration
Live birth
309 per 1000 383 per 1000
(332 to 440)
OR 1.39
(1.11 to 1.76)
1291
(3 RCTs)
Moderate One trial reported no allocation concealment, and another trial was unclear about the method of allocation concealment  
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with advanced age
Live birth
259 per 1000 171 per 1000 (133 to 221) OR 0.59
(0.44 to 0.81)
1062
(5 RCTs)
Moderate Only 1 study described an adequate method of allocation concealment  
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with repeated IVF failure
Live birth
Not calculated OR 0.41
(0.20 to 0.88)
139
(1 RCT)
Very low No allocation concealment, serious imprecision with few events  
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with good prognosis
Live birth
416 per 1000 263 per 1000 (130
to 461)
OR 0.5 (0.21 to 1.2) 388
(3 RCTs)
Very low Methodological details unclear or inadequate; high heterogeneity, with I2 > 60% and serious imprecision  
Teixeira 2013
Regular (ICSI) vs ultra‐high magnification (IMSI) sperm selection
Live birth
380 per 1000 440 per 1000
(300 to 630)
RR 1.14
(0.79 to 1.64)
168
(1 RCT)
Low Serious imprecision  
Armstrong 2015
TLS with or without cell‐tracking algorithms vs conventional incubation for embryo incubation in assisted reproduction
Live birth
500 per 1000 526 per 1000
(310 to 732)
OR 1.11
(0.45 to 2.73)
76
(1 RCT)
Moderate Serious imprecision with small sample size and wide confidence intervals  
Youssef 2015
Early embryo transfer ‐ GM501 vs ISMI
Live birth
264 per 1000 270 per 1000
 (160 to 422) OR 1.03
 (0.53 to 2.03) 172
 (1 RCT) Very low Serious risk of bias with poor reporting of study methods, very serious imprecision  
Youssef 2015
Early embryo transfer ‐ GM501 vs Sydney IVF
Live birth
188 per 1000 167 per 1000
 (81 to 311) OR 0.87
 (0.38 to 1.96) 158
 (1 RCT) Low Serious risk of bias with poor reporting of study methods, serious imprecision  
Youssef 2015
Early embryo transfer ‐ G2 vs Universal IVF
Live birth
194 per 1000 269 per 1000
 (139 to 457) OR 1.53
 (0.67 to 3.51) 129
 (1 RCT) Very low Serious risk of bias with poor reporting of study methods, very serious imprecision  
Youssef 2015
Early embryo transfer ‐ Cook (K‐SIFM or K‐SICM) vs Vitrolife (IVF or G3)
Live birth
220 per 1000 216 per 1000
(151 to 302)
OR 0.98
(0.63 to 1.54)
449
(1 RCT)
Very low Serious risk of bias with poor reporting of study methods, very serious imprecision  
Youssef 2015
Early embryo transfer ‐ G2 vs Ham's F10
Live birth
579 per 1000 676 per 1000
(444 to 846)
OR 1.52
(0.58 to 3.99)
72
(1 RCT)
Very low Serious risk of bias with poor reporting of study methods, very serious imprecision  
Youssef 2015
Late embryo transfer ‐ GM501 vs Sydney IVF
Live birth
200 per 1000 143 per 1000
 (7 to 778) OR 0.67
 (0.03 to 14.03) 12
 (1 RCT) Very low Serious risk of bias with poor reporting of study methods, very serious imprecision  
Youssef 2015
Late embryo transfer ‐ G2 vs Universal IVF
Live birth
148 per 1000 250 per 1000
 (71 to 591) OR 1.92
 (0.44 to 8.31) 47
 (1 RCT) Very low Serious risk of bias with poor reporting of study methods, very serious imprecision  
Youssef 2015
Late embryo transfer ‐ ECM/Multiblast vs Global
Live birth
700 per 1000 538 per 1000
(318 to 746)
OR 0.50
(0.20 to 1.26)
79
(1 RCT)
Very low Serious risk of bias with poor reporting of study methods, very serious imprecision  
Siristatidis 2018
Metabolomic vs non‐metabolomic assessment
Live birth
296 per 1,000 294 per 1,000
 (225 to 377) OR 0.99
 (0.69 to 1.44) 597
 (3 RCTs) Low Serious risk of bias and serious imprecision  
9. Embryo transfer  
9.1. Developmental stage  
Glujovsky 2016
Blastocyst stage vs cleavage stage embryo transfer in assisted reproductive technology
Live birth
286 per 1000 372 per 1000
(324 to 421)
OR 1.48
 (1.20 to 1.82) 1630
(13 RCTs)
Low Several studies did not describe acceptable methods of sequence generation and/or allocation concealment, several were at unclear or high risk of attrition bias, and none clearly reported blinded outcome assessment. Sensitivity analysis restricted to 5 studies with clear description of allocation concealment results in a non‐significant effect (OR 1.38, 95% CI 0.96 to 1.99)  
Brown 2016
Day 3 vs Day 2 embryo transfer
Live birth
315 per 1000 331 per 1000 (280 to 387) RR 1.05
(0.89 to 1.23)
1200
(3 RCTs)
Very low All studies lacked details about blinding of participants, researchers, and outcome assessors, serious inconsistency. Only 3 of the 15 included studies reported live birth  
9.2. Number of embryos  
Pandian 2013
Single‐embryo transfer vs double (1 cycle only)
Live birth
450 per 1000 282 per 1000
(242 to 329))
OR 0.48 (0.39 to 0.60) 1564
(9 RCTs)
High 36% of women were non‐compliant with treatment allocation in 1 RCT: however no heterogeneity was detected (I2 = 0%)  
Pandian 2013
Repeated single‐embryo transfer vs double‐embryo transfer
Live birth
420 per 1000 373 per 1000
(310 to 441)
OR 0.82
(0.62 to 1.09)
811
(3 RCTs)
Low No studies described adequate allocation concealment, imprecision  
Pandian 2013
Double‐embryo transfer vs 3 embryo transfers
Live birth
273 per 1000 130 per 1000 (33
to 410)
OR 0.4
(0.09 to 1.85)
45
(1 RCT)
Very low Methods of randomisation and blinding unclear, evidence based on a single trial with very serious imprecision  
Pandian 2013
Double‐embryo transfer vs 4 embryo transfers
Live birth
536 per 1000 288 per 1000
(113 to 548)
OR 0.35
(0.11 to 1.05)
56
(1 RCT)
Very low Methods of randomisation and blinding unclear, evidence based on a single trial with very serious imprecision  
9.3. Transfer techniques and procedures  
Ata 2018
Seminal plasma to genital tract vs no seminal plasma
Live birth
191 per 1000 210 per 1000
 (164 to 273) RR 1.10
 (0.86 to 1.43) 948
 (3 RCTs) Low Serious risk of bias: method of allocation concealment unclear in all included trials, serious imprecision  
Bontekoe 2014
Transfer medium enriched with high level of hyaluronic acid vs medium with low level or no hyaluronic acid
Live birth
374 per 1000 458 per 1000
(412 to 503)
OR 1.41
(1.17 to 1.69)
1950
(6 RCTs)
Moderate All studies except 1 at high risk of bias in 1 or more domains  
Brown 2016a
Ultrasound guidance vs clinical touch for embryo transfer
Live birth
210 per 1000 290 per 1000
 (256 to 324) OR 1.53
 (1.29 to 1.80) 3117
 (4 RCTs) Low Poor reporting of study methods, high inconsistency  
Derks 2009
Cervical dilatation vs no intervention
Live birth
190 per 1000 97 per 1000 (60 to 155) OR 0.46
(0.27 to 0.78)
288
(1 RCT)
Moderate Evidence based on a single trial  
Craciunas 2016
Intrauterine hCG vs no intrauterine hCG; cleavage stage hCG < 500 IU
Live birth
495 per 1000 376 per 1000
 (287 to 500) RR 0.76
 (0.58 to 1.01) 280
 (1 RCT) Very low Very serious risk of bias with poor reporting of methods and premature termination of study, imprecision  
Craciunas 2016
Intrauterine hCG vs no intrauterine hCG; cleavage stage hCG ⋟ 500 IU
Live birth
247 per 1000 388 per 1000
 (326 to 462) RR 1.57
 (1.32 to 1.87) 914
 (3 RCTs) Moderate Serious risk of bias: poor reporting of methods, lack of blinding  
Craciunas 2016
Intrauterine hCG vs no intrauterine hCG; blastocyst stage hCG ⋟ 500 IU
Live birth
366 per 1000 337 per 1000
 (293 to 381) RR 0.92
 (0.80 to 1.04) 1666
 (2 RCTs) Moderate Serious risk of bias: poor reporting of methods, lack of blinding  
10. Luteal phase support  
van der Linden 2015
hCG vs placebo/no treatment
Live birth or ongoing pregnancy
120 per 1000 194 per 1000
 (128 to 281) OR 1.76
 (1.08 to 2.86) 527
 (3 RCTs) Very low Serious imprecision, inadequate reporting of methods, findings no longer significant when random‐effects model used  
van der Linden 2015
Progesterone vs placebo/no treatment
Live birth or ongoing pregnancy
39 per 1000 66 per 1000
 (42 to 103) OR 1.77
 (1.09 to 2.86) 642
 (5 RCTs) Very low Serious imprecision, inadequate reporting of methods, findings no longer significant when restricted to live births  
van der Linden 2015
Progesterone vs hCG regimens
Live birth or ongoing pregnancy
198 per 1000 190 per 1000
 (138 to 254) OR 0.95
 (0.65 to 1.38) 833
 (5 RCTs) Low Serious imprecision, inadequate reporting of methods  
van der Linden 2015
Progesterone vs progesterone + oestrogen
Live birth or ongoing pregnancy
367 per 1000 393 per 1000
 (345 to 444) OR 1.12
 (0.91 to 1.38) 1651
 (9 RCTs) Low Serious imprecision, inadequate reporting of methods  
van der Linden 2015
Progesterone vs progesterone + GnRH agonist
Live birth or ongoing pregnancy
356 per 1000 255 per 1000
 (209 to 309) OR 0.62
 (0.48 to 0.81) 2861
 (9 RCTs) Very low Inadequate reporting of methods, serious inconsistency (I2 = 69%). Only 3 studies reported live birth  
Boomsma 2012
Peri‐implantation glucocorticoids vs no glucocorticoids
Live birth
115 per 1000 136 per 1000
(80 to 222)
OR 1.21
(0.67 to 2.19)
424
(3 RCTs)
Low Lacked details around methods, serious imprecision  
Akhtar 2013
Heparin vs control or no heparin
Live birth
173 per 1000 271 per 1000
(183 to 378)
OR 1.77
(1.07 to 2.90)
386
(3 RCTs)
Very low Selection bias found in 1 RCT, high heterogeneity, results sensitive to choice of statistical model  
11. Prevention of ovarian hyperstimulation syndrome (OHSS)  
D'Angelo 2007
Cryopreservation vs fresh embryo transfer
Live birth
373 per 1000 380 per 1000
(229 to 558)
OR 1.03
(0.5 to 2.12)
125
(1 RCT)
Low Evidence based on a single open‐label RCT with insufficient methodological details provided, serious imprecision  
D'Angelo 2017
Coasting vs no coasting
Live birth
265 per 1000 148 per 1000
(48 to 369)
OR 0.48
(0.14 to 1.62)
68
(1 RCT)
Very low Evidence based on a single conference abstract, serious imprecision, insufficient methodological details provided  
Tang 2016
Dopamine agonist vs placebo or no intervention
Live birth
509 per 1000 512 per 1000
(355 to 665)
OR 1.01
(0.53 to 1.91)
182
 (1 RCT) Low Poor reporting of study methods, serious imprecision with wide confidence interval.  
12. Frozen embryo replacement cycles  
Wong 2017
Frozen vs fresh and frozen transfer
Cumulative live birth rate
579 per 1000 600 per 1000
 (556 to 643) OR 1.09
 (0.91 to 1.31) 1892
 (4 RCTs) Moderate Serious risk of bias associated with lack of power calculation (unclear what determined end of study) and/or use of interim analysis that was calculated per transfer (unit of analysis error) with absence of adequate stopping rules (possible overestimation of treatment effect)  
Ghobara 2017
Natural cycle FET vs hormone therapy plus GnRHa suppression FET
Live birth
316 per 1000 262 per 1000
 (153 to 414) OR 0.77
 (0.39 to 1.53) 159
 (1 RCT) Low Very serious imprecision: single study, few events, wide confidence intervals  
Ghobara 2017
Natural cycle FET vs modified natural cycle FET (hCG trigger)
Live birth
267 per 1000 167 per 1000
 (55 to 413) OR 0.55
 (0.16 to 1.93) 60
 (1 RCT) Very low High attrition rate, baseline characteristics unequal, very serious imprecision, with few events and wide confidence intervals  
Ghobara 2017
Modified natural cycle FET (hCG trigger) vs hormone therapy FET
Live birth
88 per 1000 114 per 1000
 (78 to 165) OR 1.34
 (0.88 to 2.05) 959
(1 RCT)
Low High attrition rate, unclear report of allocation concealment, serious imprecision with wide confidence interval  
Ghobara 2017
Modified natural cycle FET (hCG trigger) vs hormone therapy + GnRHa FET
Live birth
98 per 1000 423 per 1000
 (304 to 553) OR 1.11
 (0.66 to 1.87) 236
 (1 RCT) Low Unclear risk of bias in most domains, serious imprecision, wide confidence interval  
Ghobara 2017
Hormone therapy FET vs hormone therapy + GnRHa FET
Live birth
742 per 1000 223 per 1000
 (103 to 463) OR 0.10
 (0.04 to 0.30) 75
 (1 RCT) Low Serious imprecision, serious inconsistency (clinical pregnancy rate in this study higher than in 6 other studies in the same analysis, none of which reported live births)  
Ghobara 2017
hMG FET vs clomiphene + hMG FET
Live birth
84 per 1000 186 per 1000
 (89 to 347) OR 2.49
 (1.07 to 5.80) 209
 (1 RCT) Very low Unclear risk of bias in all domains, very serious imprecision, few events, confidence interval compatible with benefit in the hMG‐only group or with no clinically meaningful effect  

ART: assisted reproduction techniques.

CI: confidence interval.

COH: controlled ovarian hyperstimulation.

DHEA: dehydroepiandrosterone.

ET: embryo transfer.

FET: frozen embryo transfer.

FSH: follicle‐stimulating hormone.

GnRH: gonadotrophin‐releasing hormone.

GnRHa: gonadotrophin‐releasing hormone agonist.

HA: hyaluronic acid.

hCG: human chorionic gonadotrophin.

hLH: human luteinising hormone.

hMG: human menopausal gonadotrophin.

HT: hormone therapy.

ICSI: intracytoplasmic sperm injection.

IU: international units.

IV: intravenous.

IVF: in vitro fertilisation.

N/A: not applicable.

OHSS: ovarian hyperstimulation syndrome.

OR: odds ratio.

ORT: ovarian reserve test.

PCB: paracervical block.

PICSI: physiological intracytoplasmic sperm injection.

RCT: randomised controlled trial.

rFSH: recombinant follicle‐stimulating hormone.

rhCG: recombinant human chorionic gonadotrophin.

rhLH: recombinant human luteinising hormone.

RR: risk ratio.

TLS: time‐lapse imaging.

uhCG: urinary human chorionic gonadotrophin.

5. Clinical pregnancy per woman.
Outcome
Intervention and comparison intervention
Assumed risk with comparator Corresponding risk with intervention Relative effect
(95% CI)
Number of participants
(studies)
Quality of the evidence
(GRADE)
Comments
1. Indication for ART
Pandian 2015
IVF vs expectant management for unexplained subfertility
127 per 1000 320 per 1000
 (135 to 588) OR 3.24 
 (1.07 to 9.8) 86
 (2 RCTs) Very low Very serious imprecision, questionable applicability, and serious inconsistency
Pandian 2015
IVF vs intrauterine insemination + ovarian stimulation for unexplained subfertility (treatment naïve women)
224 per 1000 241 per 1000
(148 to 370)
OR 1.1
(0.6 to
2.03)
232
(2 RCTs)
Moderate Trials lacked adequate methodological details
2. Pre‐ART and adjuvant strategies
2.1. For unselected populations
Nastri 2015
Endometrial injury performed between day 7 of the previous cycle and day 7 of the ET cycle vs no injury
211 per 1000 298 per 1000
(386 to 480)
RR 1.34
(1.12 to 1.61)
1972
(13 RCTs)
Moderate Serious imprecision
Nastri 201
Endometrial injury on the day of oocyte retrieval vs no injury
330 per 1000 120 per 1000 RR 0.36
(0.18 to 0.71)
156
(1 RCT)
Low Very serious imprecision
Showell 2014
Antioxidant vs placebo or no treatment for men
150 per 1000 318 per 1000
(142 to 567)
2.64
(0.94 to 7.41)
90
(2 RCTs)
Low Very serious imprecision with only 90 participants and 28 events, confidence intervals cross line of no effect
Showell 2017
Antioxidant vs placebo or no treatment for women
316 per 1000 355 per 1000
(312 to 398)
OR 1.19
(0.98 to 1.43)
2263
 (15 RCTs) Very low Very serious risk of bias, serious imprecision
Showell 2017
Pentoxifylline vs placebo or no treatment for women
393 per 1000 571 per 1000
(386 to 739)
OR 2.06
(0.97 to 4.38)
112
 (1 RCT) Very low Questionable applicability: study table refers to male infertility in 51 of 112 participants, very serious imprecision
Duffy 2010
Growth hormone compared with placebo
273 per 1000 401 per 1000
(155 to 709)
OR 1.78
(0.49 to
6.5)
42
(1 RCT)
Moderate Evidence based on a single trial, serious imprecision
Duffy 2010.
Growth hormone compared with placebo – poor responders
122 per 1000 313 per 1000
(195 to 463)
OR 3.28
(1.74 to
6.2)
279
(8 RCTs)
High Adequate description of methods, no evidence of imprecision or heterogeneity
Gutarra‐Vilchez 2014
Vasodilator compared with placebo
274 per 1000 340 per 1000
(274 to 526)
RR 1.38
(1.00 to 1.92)
717
(8 RCTs)
Low Low or unclear risk of bias but very serious risk of imprecision
Siristatidis 2016
Aspirin vs placebo or no treatment
337 per 1000 347 per 1000
 (307 to 395) RR 1.03
(0.91 to
1.17)
2142
(10 RCTs)
Low Half of studies failed to report sufficient detail about study methods
Cheong 2013
Acupuncture vs no acupuncture on or around the day of embryo transfer
375 per 1000 399 per 1000
(343 to 460)
OR 1.11
(0.87 to 1.42)
3632
(14 RCTs)
Very low Only 3/14 studies described adequate allocation concealment, serious heterogeneity (I2 = 66%), and serious imprecision
Cheong 2013
Acupuncture vs no acupuncture around the time of oocyte retrieval
346 per 1000 372 per 1000
(292 to 461)
OR 1.12
(0.78 to 1.62)
912
(6 RCTs)
Low Inadequate description of study methods, serious imprecision
Nagels 2015
DHEA vs placebo or no treatment
208 per 1000 260 per 1000
 (210 to 316) OR 1.34 
 (1.01 to 1.76) 1246
 (12 RCTs) Moderate Serious imprecision with low event rates
Nagels 2015
DHEA vs placebo or no treatment
115 per 1000 247 per 1000
 (150 to 378) OR 2.52
 (1.36 to 4.68) 345
 (4 RCTs) Moderate Serious imprecision with low event rates
2.2. For selected populations
Johnson 2010
Salpingectomy vs no surgical treatment
189 per 1000 359 per 1000
(258 to 441)
OR 2.2
(1.26 to
3.82)
329
(3 RCTs)
Moderate No evidence of blinding in any trials. Heterogeneity: I2 = 52%
Johnson 2010
Tubal occlusion vs no surgical treatment
123 per 1000 396 per 1000
(234 to 585)
OR 4.66
(2.17 to
10.01)
209
(2 RCTs)
Moderate Randomisation methods not fully described
Johnson 2010
Aspiration of hydrosalpingeal fluid vs no surgical treatment
188 per 1000 313 per 1000
(125 to 592)
OR 1.97
(0.62 to
6.29)
64
(1 RCT)
Very low Evidence based on a single trial with serious imprecision
Benschop 2010
Aspiration of endometrioma vs expectant management before ART
200 per 1000 244 per 1000
(101 to 476)
Peto OR 1.29
(0.45 to
3.64)
81
(1 RCT)
Low Serious imprecision: evidence based on a single trial; wide confidence intervals cross line of no effect
Benschop 2010
Cystectomy of endometrioma vs expectant management before ART
317 per 1000 348 per 1000
(194 to 542)
Peto OR 1.15
(0.52 to
2.55)
109
(1 RCT)
Low Serious imprecision: evidence based on a single trial; wide confidence intervals cross line of no effect
Benschop 2010
GnRH antagonist vs GnRH before ART
242 per 1000 206 per 1000
(77 to 448)
Peto OR 0.81
(0.26 to
2.54)
67
(1 RCT)
Low Serious imprecision: evidence based on a single trial; wide confidence intervals cross line of no effect
Benschop 2010
Ablation vs cystectomy before ART
366 per 1000 293 per 1000
(126 to 545)
Peto OR 0.72
(0.25 to 2.08)
65
(1 RCT)
Very low Unclear risk of bias related to sequence generation
Serious imprecision: single small RCT, wide confidence intervals cross line of no effect
Tso 2014
Metformin vs placebo or no treatment in women with polycystic ovary syndrome
307 per 1000 403 per 1000
(322 to 488)
OR 1.52
(1.07 to 2.15)
775
(8 RCTs)
Moderate Serious imprecision: total events fewer than 300. Data discrepancy in 1 study. However, sensitivity analysis excluding this study did not substantially change findings
McDonnell 2014
Ovarian cyst aspiration before in vitro fertilisation treatment for subfertility
62 per 1000 72 per 1000
(21 to 220)
OR 1.19
(0.33 to 4.29)
159
 (2 RCTs) Very low Neither of the studies adequately described methods of randomisation and allocation concealment
 Very serious imprecision, with wide confidence intervals and very low event rates
3. Down‐regulation with agonists or antagonists
Albuquerque 2013
GnRHa depot vs daily injection
30 per 1000 29 per 1000
(25 to 35)
OR 0.96
(0.75 to 1.23)
1259
 (11 RCTs) Moderate Most studies classified as at unclear risk of bias for all domains
Al‐Inany 2016
GnRH antagonist vs long course GnRH agonist
303 per 1000 283 per 1000
 (267 to 303) OR 0.91
 (0.83 to 1) 9959
 (54 RCTs) Moderate Serious risk of bias
Sallam 2006
Ultra‐long GnRH agonist vs conventional stimulation protocols
Not calculated Not calculated OR 4.28
(2.00 to 9.15)
149
(3 RCTs)
Very low All trials subject to methodological limitations; outcome was an intermediate outcome; evidence of lack of precision
Possible unit of analysis error; review being updated
Siristatidis 2015
Long vs short protocol for pituitary suppression
137 per 1000 192 per 1000
 (158 to 232) OR 1.5
 (1.18 to 1.9) 1643
 (20 studies) Moderate Poor reporting of methods
Siristatidis 2015
Long vs ultra‐short protocol for pituitary suppression
161 per 1000 230 per 1000
 (133 to 370) OR 1.56
 (0.8 to 3.06) 230
 (2 RCTs) Low Poor reporting of methods, serious imprecision with wide confidence intervals
Siristatidis 2015
Short vs ultra‐short protocol for pituitary suppression
195 per 1000 244 per 1000
(102 to 480)
OR 1.33
(0.47 to 3.81)
82
 (1 RCT) Very low Unclear applicability (participants were poor responders), very serious imprecision with few events and wide confidence intervals
Siristatidis 2015
Long luteal phase vs long follicular phase protocol for pituitary suppression
269 per 1000 281 per 1000
 (219 to 351) OR 1.06
 (0.76 to 1.47) 750
 (5 studies) Low Poor reporting of methods, serious imprecision with wide confidence intervals
Siristatidis 2015
Long protocol continued GnRH agonist vs long protocol stop GnRH agonist for pituitary suppression
235 per 1000 207 per 1000
 (135 to 302) OR 0.85
 (0.51 to 1.41) 360
 (4 studies) Low Poor reporting of methods, serious imprecision with wide confidence intervals
Siristatidis 2015
Long protocol (continued same vs reduced dose GnRHa) for pituitary suppression
377 per 1000 382 per 1000
 (292 to 479) OR 1.02
 (0.68 to 1.52) 407
 (4 studies) Low Poor reporting of methods, imprecision with wide confidence intervals
Siristatidis 2015
Long protocol (GnRHa until hCG) compared with long protocol (extend GnRHa 12 days after hCG) for pituitary suppression
489 per 1000 494 per 1000
 (353 to 636) OR 1.02
 (0.57 to 1.83) 181
 (1 study) Low Very serious imprecision, few events and wide confidence intervals
Siristatidis 2015
Long protocol: administration of GnRHa for 2 vs 3 weeks before stimulation for pituitary suppression
585 per 1000 568 per 1000
(355 to 757)
OR 0.93
(0.39 to 2.21)
85
 (1 study) Low Poor reporting of methods, serious imprecision with wide confidence intervals
Siristatidis 2015
Short protocol compared with stop short protocol for pituitary suppression
226 per 1000 147 per 1000
 (81 to 255) OR 0.59
 (0.3 to 1.17) 230
 (1 study) Low Poor reporting of methods, serious imprecision with wide confidence intervals
4. Ovarian stimulation
4.1. Medication type
Kamath 2017
Clomiphene citrate or letrozole with or without gonadotropins (with or without midcycle antagonist) compared to gonadotropins (with GnRH agonists or midcycle antagonist) in IVF and ICSI cycles in general population
248 per 1000 248 per 1000
 (213 to 288) RR 1.00
 (0.86 to 1.16) 1998
 (12 RCTs) Moderate In some included trials, method of allocation concealment not adequately described or not mentioned at all
Kamath 2017
Clomiphene citrate or letrozole with or without gonadotropins (with or without midcycle antagonist) compared to gonadotropins (with GnRH agonists or midcycle antagonist) in IVF and ICSI cycles in poor responders
128 per 1000 109 per 1000
 (82 to 143) RR 0.85
 (0.64 to 1.12) 1462
 (8 RCTs) Low In some included trials, method of allocation concealment not adequately described or not mentioned at all; serious imprecision
Mochtar 2017
Recombinant luteinizing hormone + recombinant follicle stimulating hormone (rFSH) vs rFSH alone for controlled ovarian hyperstimulation
274 per 1000 282 to 367 per 1000 OR 1.18
(1.03 to 1.34
5071
(23 RCTs)
Moderate Some trials lacked sufficient methodological details
van Wely 2011
rFSH vs urinary gonadotrophins
282 per 1000 280 per 1000
(263 to 299)
OR 0.99
(0.91 to
1.09)
9482
(41 RCTs)
Moderate No evidence that blinding was conducted in most studies
Martins 2013
FSH replaced by low‐dose hCG in the late follicular phase vs continued FSH for assisted reproductive techniques
350 per 1000 410 per 1000
(320 to 540)
RR 1.19 (0.92 to 1.55 351
(5 RCTs)
Low Serious imprecision and high risk of bias
Farquhar 2017
Combined oral contraceptive plus agonist vs agonist
333 per 1000 373 per 1000
 (209 to 571) OR 1.19
 (0.53 to 2.66) 102
 (1 RCT) Very low Serious imprecision: single RCT with wide confidence intervals that crossed the line of no effect
Farquhar 2017
Combined oral contraceptive plus antagonist vs antagonist
255 per 1000 191 per 1000
 (146 to 248) OR 0.69
 (0.5 to 0.96) 847
 (4 RCTs) Low Serious imprecision and serious risk of bias
Farquhar 2017
Combined oral contraceptive plus antagonist vs agonist
245 per 1000 210 per 1000
 (147 to 290) OR 0.82
 (0.53 to 1.26) 472
 (3 RCTs) Low Serious imprecision; 1 study did not describe satisfactory method of sequence generation, 2 did not describe satisfactory method of allocation concealment, and 1 was at high risk of attrition bias
Kalampokas 2017
Glucocorticoid supplementation vs placebo
236 per 1000 343 per 1000
 (233 to 473) OR 1.69
 (0.98 to 2.90) 310
 (2 RCTs) Low Very serious imprecision (few events, wide confidence interval)
Lensen 2018
ORT‐based algorithm vs standard dose FSH
321 per 1000 313 per 1000
 (280 to 349) OR 0.96
 (0.82 to 1.13) 2823
 (4 RCTs) Moderate Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated low responders
1. 300/450 IU vs 150 IU
2. 400/450 IU vs 300 IU
3. 600 IU vs 450 IU
1. 184 per 1000 101 per 1000
 (53 to 184) OR 0.50
 (0.25 to 1.00) 286
 (2 RCTs) Low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Serious imprecision associated with small number of events
2. 127 per 1000 109 per 1000
 (37 to 282) OR 0.84
 (0.26 to 2.69) 110
 (2 RCTs)
3. 159 per 1000 177 per 1000
 (111 to 274) OR 1.14
 (0.66 to 1.99) 356
 (1 RCT)
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated normal responders
1. 200 IU vs 100 IU
2. 225/200 IU vs 150 IU
3. 300 IU vs 225 IU
1. 202 per 1000 179 per 1000
 (113 to 274) OR 0.86 (0.73 to 1.31) 330 (1 RCT) Low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Serious imprecision associated with small number of events
2. 236 per 1000 232 per 1000
 (184 to 288) OR 0.98
 (0.75 to 1.33) 1037
 (5 RCTs)
3. 441 per 1000 418 per 1000
 (266 to 587) OR 0.91
 (0.46 to 1.80) 135
 (1 RCT)
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated high responders
150 IU vs 100 IU
275 per 1000 301 per 1000
 (228 to 386) OR 1.14
 (0.78 to 1.66) 521 (1 RCT) Low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Serious imprecision associated with small number of events
4.2. Monitoring
Kwan 2014
Ultrasound + oestradiol vs ultrasound only
337 per 1000 361 per 1000
(287 to 439)
OR 1.05
(0.79 to 1.54)
617
(4 RCTs)
Low Methods of allocation concealment inadequately described in the 4 trials. None of these trials adequately described blinding. Serious imprecision with wide confidence intervals
4.3. Interventions for poor responders
Pandian 2010
Cessation of GnRHa on stop protocol vs conventional GnRHa long protocol
176 per 1000 138 per 1000
(43 to 370)
OR 0.75
(0.21 to
2.74)
70 (1 RCT) Low Evidence based on a single trial with no blinding
Pandian 2010
GnRH antagonist vs conventional GnRHa long protocol
67 per 1000 167 per 1000
(34 to 529)
OR 2.8
(0.5 to
15.73)
60 (1 RCT) Very low Evidence based on a single trial with lack of methodological detail and serious imprecision
Pandian 2010
GnRHa flare‐up vs GnRHa long protocol
286 per 1000 77 per 1000
(16 to 304)
OR 0.21
(0.04 to
1.09)
54 (1 RCT) Very low Evidence based on a single trial with lack of methodological detail and serious imprecision
Pandian 2010
GnRH antagonist vs GnRHa flare‐up protocol
163 per 1000 163 per 1000
(62 to 363)
OR 1
(0.34 to
2.92)
98
(2 RCTs)
Low Lack of methodological details and serious imprecision
Pandian 2010
Low‐dose GnRHa flare‐up protocol vs spontaneous natural cycle IVF
119 per 1000 101 per 1000
(35 to 252)
OR 0.83
(0.27 to
2.5)
129
(1 RCT)
Low Evidence based on a single trial with lack of methodological detail and serious imprecision
Pandian 2010
Multiple‐dose GnRH agonist vs mini‐dose long agonist protocol
244 per 1000 227 per 1000
(99 to 439)
OR 0.91
(0.34 to
2.42)
89 (1 RCT) Low No allocation concealment or blinding, evidence based on a single trial with serious imprecision
Pandian 2010
Flare‐up protocol vs modified long protocol
381 per 1000 142 per 1000
(36 to 429)
OR 0.27
(0.06 to
1.22)
42 (1 RCT) Low Evidence based on a single trial with serious imprecision
Pandian 2010
Long protocol vs modified long protocol
381 per 1000 105 per 1000
(18 to 398)
OR 0.19
(0.03 to
1.06)
40 (1 RCT) Low Evidence based on a single trial with serious imprecision
4.4. Natural cycle IVF
Allersma 2013
Natural cycle vs standard IVF
112 per 1000 86 per 1000
(36 to 194)
OR 0.75
(0.3 to 1.91)
219
(3 RCTs)
Low 1/3 studies did not report adequate allocation concealment, risk of performance bias; serious imprecision with wide confidence intervals
5. Ovulation triggering
Youssef 2014
GnRH agonist vs hCG
Outcome = ongoing pregnancy rather than clinical pregnancy
256 per 1000 194 per 1000
(157 to 238)
OR 0.7 (0.54 to 0.91) 1198
(11 RCTs)
Low Substantial heterogeneity: I2 = 59% to 66%. 5/11 studies at high risk of bias because of early termination and/or inadequate allocation concealment. No studies clearly reported blinded outcome assessment
Youssef 2016a
rhCG vs uhCG
330 per 1000 343 per 1000
 (300 to 388) OR 1.06
 (0.87 to 1.29) 1806
 (13 studies) Moderate Serious imprecision
Youssef 2016a
rhLH vs uhCG
407 per 1000 392 per 1000
 (270 to 530) OR 0.94
 (0.54 to 1.64) 289
 (2 studies) Very low Poor reporting of study methods, very serious imprecision
6. Oocyte retrieval
Reavey 2016
hCG priming vs no priming
225 per 1000 131 per 1000
 (70 to 230) OR 0.52
 (0.26 to 1.03) 282
 (2 RCTs Low Serious risk of bias, serious imprecision
Kwan 2018
Conscious sedation and analgesia (CSA) vs CSA + electro‐acupuncture
594 per 1000 243 per 1000
(95 to 491)
OR 0.22
(0.07 to 0.66)
61
 (1 RCT) Very low Serious risk of bias and very serious imprecision with only 1 small RCT
Kwan 2018
Conscious sedation and analgesia (CSA) vs CSA + acupuncture
344 per 1000 242 per 1000
(95 to 493)
OR 0.61
(0.20 to 1.86)
61
(1 RCT)
Very low Serious risk of bias and very serious imprecision with only 1 small RCT
Kwan 2018
Conscious sedation and analgesia vs general anaesthesia
278 per 1000 278 per 1000
(142 to 475)
OR 1.00
(0.43 to 2.35)
108
 (2 RCTs) Very low Serious risk of bias and very serious imprecision
Kwan 2018
Conscious sedation and analgesia (CSA) + paracervical block vs general anaesthesia
375 per 1000 296 per 1000 OR 0.70 (0.22 to 1.26 50
(1 RCT)
Very low Serious risk of bias and very serious imprecision with only 1 small RCT
Kwan 2018
Conscious sedation and analgesia + paracervical block vs spinal anaesthesia
375 per 1000 358 per 1000 OR 0.93 (0.24 to 3.65) 38
(1 RCT)
Very low Serious risk of bias and very serious imprecision with only 1 small RCT
Kwan 2018
Conscious sedation and analgesia (CSA) + paracervical block vs paracervical block only
253 per 1000 240 per 1000 OR 0.93 (0.44 to 1.96) 150
(1 RCT)
Very low Very serious imprecision with only 1 RCT
Kwan 2018
Conscious sedation and analgesia (CSA) + paracervical block vs electro‐acupuncture + paracervical block
367 per 1000 358 per 1000 OR 0.96 (0.72 to 1.29) 783
(4 RCTs)
Low Serious risk of bias with serious inconsistency
Kwan 2018
Conscious sedation and analgesia (CSA) + paracervical block vs paracervical block
253 per 1000 240 per 1000
(130 to 399)
OR 0.93
(0.44 to 1.96)
150
 (1 RCT) Low Very serious imprecision
Kwan 2018
Conscious sedation and analgesia: patient‐controlled vs physician‐controlled
182 per 1000 168 per 1000 OR 0.91 (0.45 to 1.83) 218
(2 RCTs)
Moderate Adequate methods, low heterogeneity, suboptimal sample size
Georgiou 2018
Follicular flushing vs aspiration alone
362 per 1000 378 per 1000
(307to 453)
OR 1.07
(0.78 to
1.46)
704
(5 RCTs)
Moderate Seroius risk of bias: includes at least 1 open‐label study
7. Sperm retrieval
Proctor 2008
Microsurgical epididymal sperm aspiration vs epididymal micropuncture with perivascular nerve stimulation
233 per 1000 55 per 1000 (12
to 202)
OR 0.19
(0.04 to 0.83)
59
(1 RCT)
Low Evidence based on a single trial with insufficient methodological detail
McDowell 2014
Conventional sperm selection vs hyaluronan sperm selection (HA‐ICSI)
470 per 1000 480 per 1000
(390 to 570)
RR 0.99
(0.82 to 1.20)
482
(1 RCT)
Low Serious risk of bias with discrepancy in reporting of pregnancy losses. Serious imprecision as confidence intervals compatible with substantial benefit or harm from the intervention, or with no effect
McDowell 2014
HA culture dish (PICSI) compared with viscous medium containing HA (SpermSlow) for infertility requiring intracytoplasmic sperm injection
400 per 1000 430 per 1000
(250 to 620)
RR 1.07
(0.67 to 1.71)
99
(1 RCT)
Low Serious risk of bias: study methods not reported in adequate detail. Serious imprecision: confidence intervals compatible with substantial benefit or harm from the intervention, or with no effect
8. Laboratory phase
Carney 2012
Assisted hatching vs no assisted hatching
332 per 1000 360 per 1000
(334 to 387)
OR 1.13
(1.01 to 1.27)
5728
 (31 RCTs) Moderate Methodological limitations or missing information in most trials
Glujovsky 2014
Vitrification vs slow freezing for women undergoing oocyte cryopreservation
116 per 1000 449 per 1000 RR 3.86
(1.63 to 9.11)
106
(2 RCTs)
Moderate Live birth not reported, wide CIs
Van Rumste 2003
Intracytoplasmic sperm injection vs in vitro fertilisation
252 per 1000 329 per 1000
(242 to 428)
OR 1.45
(0.95 to
2.22)
415
(1 RCT)
Low Details of blinding unclear, evidence based on a single trial
Bontekoe 2012
Embryo culture with low oxygen concentrations vs atmospheric oxygen concentration
369 per 1000 442 per 1000
(387 to 494)
OR 1.35
(1.08 to 1.67
1382
(4 RCTs)
Moderate In 1 trial, no allocation concealment; in another trial, method of allocation concealment unclear
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with advanced age
291 per 1000 187 per 1000
(144 to 235)
OR 0.59
(0.44 to 0.81)
1062
(5 RCTs)
Moderate Only 1 study described an adequate method of allocation concealment
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with repeated IVF failure
Not calculated OR 0.49
(0.24 to 1.02
139
(1 RCT)
Very low No allocation concealment and serious imprecision with few events
Huang 2013
Brief co‐incubation vs standard insemination
177 per 1000 337 per 1000
(238 to 453)
OR 2.36
(1.45 to 3.85)
372
 (3 RCTs) Low One trial lacked adequate explanation of methods of sequence generation. Allocation concealment was not mentioned in any trial
Teixeira 2013
Regular (ICSI) vs ultra‐high magnification (IMSI) sperm selection for assisted reproduction
330 per 1000 430 per 1000
(360 to 520)
RR 1.29
(1.06 to 1.55)
2014
(9 RCTs)
Very low High risk of bias (differences within studies between number of oocytes transferred), inconsistency across studies, publication bias strongly suspected
Armstrong 2015
TLS with or without cell‐tracking algorithms vs conventional incubation for embryo incubation in assisted reproduction
558 per 1000 609 per 1000
(548 to 668)
OR 1.23
(0.96 to 1.59)
994
(3 RCTs)
Low Overall high risk of selection, performance, attrition, and reporting bias. Largest study used donor and autologous oocytes, whereas the remaining 2 studies used autologous oocytes only. Donor oocytes were generally from young women, which may behave differently from the usual population of oocytes and embryos of couples undergoing ART
Siristatidis 2018
Metabolomic vs non‐metabolomic assessment
421 per 1000 446 per 1000
 (446 to 586) OR 1.11
(0.85 to 1.45)
924
(4 RCTs)
Low Serious risk of bias and serious imprecision
9. Embryo transfer
9.1. Developmental stage
Glujovsky 2016
Blastocyst stage transfer vs cleavage stage transfer
362 per 1000 425 per 1000
 (393 to 455) OR 1.30
 (1.14 to 1.47) 4031
 (27 RCTs) Moderate Several studies did not describe acceptable methods of sequence generation and/or allocation concealment, several were at unclear or high risk of attrition bias, and none clearly had blinded outcome assessment
9.3. Transfer techniques and procedures
Ata 2018
Seminal plasma to genital tract vs no seminal plasma
220 per 1000 252 per 1000
 (222 to 288) RR 1.15
 (1.01 to 1.31) 2768
 (10 RCTs) Very low Very serious risk of bias and serious imprecision. Post hoc sensitivity analysis excluding studies at overall high risk of bias negated the statistical significance of the finding (RR 1.06, 95% CI 0.81 to 1.39; participants = 547; studies = 3; I2 = 0%)
Brown 2016
Day 2 vs day 3 embryo transfer
386 per 1000 417 per 1000
(378 to 459)
OR 1.08
(0.98 to 1.19)
2461
(12 RCTs)
Very low Serious inconsistency, poor reporting of allocation concealment and blinding, high risk of selective reporting
Bontekoe 2014
Transfer medium enriched with high level of hyaluronic acid vs medium with low level or no hyaluronic acid
350 per 1000 428 per 1000
(394 to 462)
OR
1.39
(1.21 to 1.6)
3542
(14 RCTs)
Moderate All studies except 1 were at high risk of bias in at least 1 domain, moderate heterogeneity (I2 = 46%)
Brown 2016a
Ultrasound guidance vs clinical touch for embryo transfer
267 per 1000 323 per 1000
 (299 to 346) OR 1.31
 (1.17 to 1.45) 6711
 (20 RCTs) Moderate Poor reporting of study methods
Kroon 2012
Antibiotics before embryo transfer vs no antibiotics
355 per 1000 359 per 1000
(266 to 465)
1.02 (0.66 to 1.58) 350
(1 RCT)
Moderate Serious imprecision with single RCT
Derks 2009
Cervical dilatation vs no intervention
232 per 1000 124 per 1000
(78 to 189)
OR 0.47
(0.28 to 0.77)
288
(1 RCT)
Moderate Evidence based on a single RCT
Derks 2009
Straightening the endocervical angle vs no intervention
271 per 1000 267 per 1000
(175 to 384)
OR 0.98
(0.57 to 1.68)
273
(2 RCTs)
Moderate Serious imprecision
Derks 2009
Removal of cervical mucus vs no intervention
327 per 1000 320 per 1000
(169 to 522)
OR 0.97
(0.42 to 2.25)
97
(1 RCT)
Low Lack of methodological details, serious imprecision: evidence based on a single trial
Derks 2009
Flushing the endocervical canal vs no intervention
413 per 1000 445 per 1000
9360 to 533)
OR 1.14
(0.8 to 1.62)
537
(3 RCTs)
Low Lack of methodological details; heterogeneity (I2 > 50%)
Derks 2009
Flushing the endometrial cavity vs no intervention
519 per 1000 584 per 1000
(437 to 718)
OR 1.3
(0.72 to 2.36)
181
(1 RCT)
Low Lack of methodological details, serious imprecision with evidence based on a single trial
Abou‐Setta 2014
Mechanical pressure vs no intervention
478 per 1000 637 per 1000
(561 to 706)
OR 1.92
(1.4 to 2.63)
639
(1 RCT)
Very low Evidence based on a single trial; method of randomisation unclear and trial open‐label
Abou‐Setta 2014
Fibrin sealant vs no intervention
291 per 1000 287 per 1000
(181 to 422)
OR 0.98
(0.54 to 1.78)
211
(1 RCT)
Low Evidence based on a single trial with inadequate allocation concealment
Abou‐Setta 2014
More bed rest vs less bed rest
302 per 1000 276 per 1000
(206 to 362)
OR 0.88
(0.6 to 1.31
542
(2 RCTs)
Moderate One trial was open‐label
Craciunas 2016
Intrauterine hCG vs no intrauterine hCG; cleavage stage hCG < 500 IU
579 per 1000 509 per 1000
(405 to 637)
RR 0.88
(0.70 to 1.10)
280
 (1 RCT) Very low Very serious risk of bias, with poor reporting of methods and premature termination of study; serious imprecision
Craciunas 2016
Intrauterine hCG vs no intrauterine hCG; cleavage stage hCG⋟ 500 IU
321 per 1000 453 per 1000
(401 to 507)
RR 1.41
(1.25 to 1.58)
1414
(7 RCTs)
Moderate Serious risk of bias: poor reporting of methods, lack of blinding
Craciunas 2016
Intrauterine hCG vs no intrauterine hCG; blastocyst stage hCG ⋟ 500 IU
430 per 1000 408 per 1000
(370 to 455)
RR 0.95
(0.86 to 1.06)
1991
(3 RCTs)
Moderate Serious risk of bias: poor reporting of methods, lack of blinding
10. Luteal phase support
van der Linden 2015
hCG vs placebo/no treatment
155 per 1000 192 per 1000
 (141 to 256) OR 1.3
 (0.9 to 1.88) 746
 (5 RCTs) Very low Poor reporting of study methods, very serious imprecision
van der Linden 2015
Progesterone vs placebo/no treatment
100 per 1000 174 per 1000
 (126 to 234) OR 1.89
 (1.3 to 2.75) 841
 (7 RCTs) Low Poor reporting of study methods, very serious imprecision
van der Linden 2015
Progesterone vs hCG regimens
284 per 1000 300 per 1000
 (263 to 340) OR 1.08
 (0.9 to 1.3) 2355
 (16 RCTs) Moderate Poor reporting of study methods
van der Linden 2015
Progesterone vs progesterone + oestrogen
433 per 1000 391 per 1000
 (355 to 443) OR 0.86
 (0.72 to 1.04) 2169
 (14 RCTs) Low Poor reporting of study methods, serious inconsistency
van der Linden 2015
Progesterone vs progesterone + GnRH agonist
405 per 1000 310 per 1000
 (258 to 367) OR 0.66
 (0.51 to 0.85) 2435
 (8 RCTs) Low Poor reporting of study methods, serious inconsistency
Boomsma 2012
Peri‐implantation glucocorticoids vs no glucocorticoids
290 per 1000 320 per 1000
(275 to 369)
OR 1.15
(0.93 to
1.43)
1759
(13 RCTs)
Moderate Most studies lacked adequate blinding
Akhtar 2013
Heparin vs placebo or no treatment
250 per 1000 271 per 1000
(256 to 458)
OR 1.61
(1.03 to 2.53)
386
(3 RCTs)
Low Imprecise, sensitive to choice of statistical model: estimate using random‐effects model: OR 1.66, 95% CI 0.94 to 2.90
11. Prevention of ovarian hyperstimulation syndrome (OHSS)
D'Angelo 2007
Cryopreservation vs fresh embryo transfer
463 per 1000 482 per 1000
(318 to 654)
OR 1.08
(0.54 to
2.19)
125
(1 RCT)
Low Evidence based on a single open‐label RCT that provided insufficient methodological details. Serious imprecision
D'Angelo 2007
Cryopreservation vs intravenous albumin
385 per 1000 36 per 1000 (0
to 423)
OR 0.06
(0 to 1.17)
26
(1 RCT)
Low Evidence based on a single open‐label trial with serious imprecision
Youssef 2016
Intravenous human albumin vs no treatment or placebo
396 per 1000 321 per 1000
 (265 to 381) OR 0.72
 (0.55 to 0.94) 1069
 (7 RCTs) Moderate Lack of blinding, inadequate reporting of allocation concealment, unclear risk of attrition bias
Youssef 2016
Intravenous hydroxyethyl starch vs placebo
120 per 1000 141 per 1000
(63 to 286)
OR 1.2
(0.49 to 2.93)
168
(1 RCT)
Very low Lack of blinding, inadequate reporting of allocation concealment, unclear risk of attrition bias, and serious imprecision, with low event rate
Youssef 2016
Mannitol vs placebo
276 per 1000 245 per 1000
 (152 to 371) OR 0.85
 (0.47 to 1.55) 226
 (1 RCT) Low Inadequate reporting of allocation concealment, serious imprecision, with low event rate
D'Angelo 2017
Coasting vs no coasting
390 per 1000 344 per 1000
 (228 to 480) OR 0.82
 (0.46 to 1.44) 207
(2 RCTs)
Low Insufficient methodological details provided and serious imprecision
D'Angelo 2017
Coasting vs early unilateral follicular aspiration
317 per 1000 237 per 1000
 (104 to 454) OR 0.67
 (0.25 to 1.79) 83
(2 RCTs)
Very low One study did not clearly describe methods; lack of blinding, very serious imprecision
D'Angelo 2017
Coasting vs gonadotrophin‐releasing hormone antagonist
553 per 1000 478 per 1000
 (342 to 619) OR 0.74
 (0.42 to 1.31) 190
 (1 RCT) Low Method of sequence generation not reported; lack of blinding and serious imprecision
D'Angelo 2017
Coasting vs follicle‐stimulating hormone administration at time of hCG
510 per 1000 489 per 1000
 (309 to 676) OR 0.92
 (0.43 to 2.01) 102
 (1 RCT) Very low Method of sequence generation not reported; lack of blinding and serious imprecision
D'Angelo 2017
Coasting vs cabergoline
367 per 1000 180 per 1000
 (85 to 338) OR 0.38
(0.16 to 0.88)
120
 (2 RCTs) Very low One study did not clearly define methods; method of sequence generation not reported; lack of blinding, few events
Tang 2016
Dopamine agonist vs placebo or no intervention
401 per 1000 352 per 1000
(266 to 450)
OR 0.81
(0.54 to 1.22)
432
(4 RCTs)
Moderate Poor reporting of study methods
12. Frozen embryo replacement cycles
Ghobara 2017
Oestrogen + progesterone frozen thawed embryo transfer (FET) vs natural cycle FET
205 per 1000 214 per 1000
(93 to 419)
OR 1.06
(0.4 to
2.8)
100
(1 RCT)
Very low Evidence based on a single trial, insufficient methodological details provided, open‐label, and serious imprecision
Ghobara 2017
Oestrogen + progesterone frozen thawed embryo transfer (FET) vs GnRHa, oestrogen, and progesterone preparations FET
215 per 1000 173 per 1000
(125 to 232)
OR 0.76
(0.52 to
1.1)
725
(4 RCTs)
Low Heterogeneity > 50%, included open‐label trials; some trials failed to provide adequate methodological details
Ghobara 201
Oestrogen + progesterone frozen thawed embryo transfer (FET) vs FSH ovulation induction FET
128 per 1000 109 per 1000
949 to 228)
OR 0.84
(0.35 to
2.02)
194
(1 RCT)
Very low Evidence based on a single trial with insufficient methodological details provided; trial was open‐label. Also serious imprecision
Ghobara 2017
Clomiphene frozen thawed embryo transfer (FET) vs oestrogen and progesterone FET
96 per 1000 75 per 1000 (22
to 228)
OR 0.76
(0.21 to
2.77)
119
(1 RCT)
Very low Evidence based on a single trial with insufficient methodological details provided. Also serious imprecision
Ghobara 2017
Clomiphene frozen thawed embryo transfer (FET) vs GnRHa + oestrogen and progesterone FET
162 per 1000 75 per 1000 (23
to 221)
OR 0.42
(0.12 to
1.47)
104
(1 RCT)
Very low Evidence based on a single trial with insufficient methodological details provided. Also serious imprecision
Ghobara 2017
Clomiphene + hMG frozen thawed embryo transfer (FET) vs hMG FET
275 per 1000 148 per 1000 OR 0.46
(0.23 to
0.92)
209
(1 RCT)
Low Evidence based on a single trial with insufficient methodological details provided
Glujovsky 2010
GnRH agonists vs control for endometrial preparation for embryo transfer with frozen embryos or donor oocytes
215 per 1000 246 per 1000
(167 to 347)
OR 1.19
(0.73 to
1.94)
778
(5 RCTs)
Moderate All trials were open‐label; insufficient reporting of methodological details in many studies
Glujovsky 2010
Intramuscular progesterone vs vaginal progesterone for endometrial preparation for embryo transfer with frozen embryos or donor oocytes
282 per 1000 361 per 1000
(278 to 452)
OR 1.44
(0.98 to
2.1)
655
(4 RCTs)
Moderate All trials were open‐label; insufficient reporting of methodological details in many studies. Wide confidence interval crosses the line of no effect
Glujovsky 2010
Starting progesterone on the day of oocyte pickup (OPU) or the day after OPU vs starting progesterone the day before OPU
381 per 1000 533 per 1000
(400 to 712)
OR 1.8 (1.13 to 3.08) 282
(1 RCT)
Moderate Serious risk of bias with no intention‐to‐treat analysis

ART: assisted reproduction techniques.

CI: confidence interval.

COH: controlled ovarian hyperstimulation.

CSA: conscious sedation and analgesia.

DHEA: dehydroepiandrosterone.

E2: oestrogen.

ET: embryo transfer.

FET: frozen embryo transfer.

FSH: follicle‐stimulating hormone.

GnRH: gonadotrophin‐releasing hormone.

GnRHa: gonadotrophin‐releasing hormone agonist.

HA: hyaluronic acid.

HA‐ICSI: conventional sperm selection vs hyaluronan sperm selection.

hCG: human chorionic gonadotrophin.

hLH: human luteinising hormone.

hMG: human menopausal gonadotrophin.

HT: hormone therapy.

ICSI: intracytoplasmic sperm injection.

IU: international units.

IV: intravenous.

IVF: in vitro fertilisation.

N/A: not applicable.

OHSS: ovarian hyperstimulation syndrome.

OPU: oocyte pickup.

OR: odds ratio.

ORT: ovarian reserve test.

PCB: paracervical block.

PICSI: physiological intracytoplasmic sperm injection.

RCT: randomised controlled trial.

rFSH: recombinant follicle‐stimulating hormone.

rhCG: recombinant human chorionic gonadotrophin.

rhLH: recombinant human luteinising hormone.

RR: risk ratio.

TLS: time‐lapse imaging.

uhCG: urinary human chorionic gonadotrophin.

VAS: visual analogue scale.

6. OHSS per woman.
Outcome
Intervention and comparison intervention
Assumed risk with comparator Corresponding risk with intervention Relative effect
(95% CI)
\Number of participants
(studies)
Quality of the evidence
(GRADE)
Comments
1. Indication for ART
Pandian 2015
IVF vs intrauterine insemination + ovarian stimulation for unexplained subfertility (treatment naïve women )
58 per 1000 66 per 1000
 (26 to 158) OR 1.15
 (0.43 to 3.06) 324
 (2 RCTs) Low Serious risk of bias and serious imprecision
2. Pre‐ART and adjuvant strategies
For selected populations
Tso 2014
Metformin vs placebo or no treatment
270 per 1000 97 per 1000
(62 to 153)
OR 0.29
(0.18 to
0.49)
798
(8 RCTs
Moderate Serious imprecision, as total events were fewer than 300
3. Down‐regulation with agonists or antagonists
Albuquerque 2013
GnRHa depot vs daily injection
3 per 100 2 per 100
(1 to 6)
OR 0.84
(0.29 to 2.42)
570
 (5 RCTs) Low Most studies classified as at unclear risk of bias for all domains. Serious imprecision as total events were fewer than 300
Al‐Inany 2016
GnRH antagonist vs long course GnRH agonist
114 per 1000 73 per 1000
 (62 to 85) OR 0.61
 (0.51 to 0.72) 7944
 (36 studies) Moderate Serious risk of bias
4. Ovarian stimulation
4.1. Medication type
Kamath 2017
Clomiphene citrate or letrozole with or without gonadotropins (with or without midcycle antagonist) compared to gonadotropins (with GnRH agonists or midcycle antagonist) in IVF and ICSI cycles in general population
63 per 1000 14 per 1000
 (7 to 27) Peto OR 0.21
 (0.11 to 0.41) 1067
 (5 RCTs) Low Serious risk of bias associated with unclear reporting of methods of allocation concealment. Imprecision as there were few participants and few events
Pouwer 2015
Long‐acting FSH (low dose) vs daily FSH
47 per 1000 57 per 1000
(26 to 125)
RR 1.22
(0.56 to 2.66)
645
(3 RCTs)
Moderate Serious imprecision with few events
Pouwer 2015
Long‐acting FSH (medium dose) vs daily FSH
63 per 1000 60 per 1000
(45 to 85)
RR 0.96
(0.68 to 1.35)
3075
(5 RCTs)
Low Serious imprecision as wide confidence intervals compatible with clinically meaningful benefit in either arm or with no effect. High risk of attrition bias in 2 studies
Pouwer 2015
Long‐acting FSH (high dose) vs daily FSH
0 per 1000 0 per 1000
(0 to 0)
RR 1.73
(0.09 to 32.75)
33
(1 RCT)
Very low Very serious imprecision as very wide confidence intervals compatible with clinically meaningful benefit in either arm or with no effect. High risk of attrition bias
Mochtar 2017
Recombinant luteinizing hormone + recombinant follicle stimulating hormone (rFSH) vs rFSH alone for controlled ovarian hyperstimulation
13 per 1000 5 per 1000
(2 to 13)
OR 0.38
(0.14 to
1.01)
2178
(6 RCTs)
Low Very serious imprecision with wide confidence intervals and low event rates
Martins 2013
FSH replaced by low‐dose hCG in the late follicular phase vs continued FSH for assisted reproductive techniques
3 per 100 1 per 100
(0 to 4)
OR 0.30
(0.06 to1.59)
351
(5 RCTs)
Very low Very serious imprecision, inconsistency, and high risk of bias
Farquhar 2017
Combined oral contraceptive pill plus antagonist vs antagonist
17 per 1000 25 per 1000
 (5 to 133) OR 1.5
 (0.26 to 8.8) 234
 (1 RCT) Very low Serious imprecision as wide confidence intervals compatible with clinically meaningful benefit in either arm or with no effect. High risk of attrition bias
Farquhar 2017
Combined oral contraceptive pill plus antagonist vs agonist
55 per 1000 35 per 1000
 (12 to 100) OR 0.63
 (0.21 to 1.92) 290
 (2 RCTs) Very low Serious imprecision with wide confidence intervals that cross the line of no effect. One RCT has high risk of attrition bias
Lensen 2018
ORT‐based algorithm vs standard dose FSH
Moderate or severe OHSS
8 per 1000 14 per 1000
 (8 to 25) OR 0.58
 (0.34 to 1.00) 2823
 (4 RCTs) Low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Serious imprecision associated with small number of events
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated low responders
Moderate or severe OHSS
1. 300/450 IU vs 150 IU
2. 400/450 IU vs 300 IU
3. 600 IU vs 450 IU
1. 0 per 1000 0 per 1000
 (0 to 0) Not estimable 286
 (2 RCTs) Very low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Very serious imprecision associated with very small number of events
2. 0 per 1000 0 per 1000
 (0 to 0) Not estimable 62
 (1 RCT)
3. 0 per 1000 0 per 1000
 (0 to 0) OR 7.23
 (0.14 to 364) 356
 (1 study)
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated normal responders
Moderate or severe OHSS
1. 200 IU vs 100 IU
2. 225/200 IU vs 150 IU
3. 300 IU vs 225 IU
1. 31 per 1000 19 per 1000
 (7 to 56) OR 0.62 (0.21 to 1.87) 522
 (2 RCTs) Very low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Very serious imprecision associated with very small number of events
2. 27 per 1000 32 per 1000
 (14 to 73) OR 1.21
 (0.51 to 2.85) 740
 (4 RCTs)
3. 44 per 1000 30 per 1000
 (5 to 156) OR 0.67
 (0.11 to 3.99) 135
 (1 study)
Lensen 2018
Higher‐dose FSH vs lower‐dose FSH in anticipated high responders
Moderate or severe OHSS
150 IU vs 100 IU
16 per 1000 36 per 1000
 (13 to 96) OR 2.31
 (0.80 to 6.67) 521
(1 RCT)
Very low Serious risk of bias associated mainly with performance bias due to lack of blinding and/or selective reporting. Very serious imprecision associated with very small number of events
4.2. Monitoring
Kwan 2014
Ultrasound + oestradiol vs ultrasound only
36 per 1000 36 per 1000
(18 to 75)
OR 1.03
(0.48 to 2.20)
781
(6 RCTs)
Low Methods of randomisation inadequately described in 3 of the 6 trials, allocation concealment inadequately described in all 6 trials, and blinding inadequately described in 5 of the 6 trials. No definition of OHSS provided by authors of these 6 studies. Serious imprecision with wide confidence intervals
4.4. Natural cycle IVF
Allersma 2013
Natural cycle vs standard IVF
67 per 1000 13 per 1000
(1 to 393)
OR 0.10
(0.01 to 4.06)
60
(1 RCT)
Very low Allocation concealment method not reported, very serious imprecision
5. Ovulation triggering
Youssef 2014
GnRH agonist vs hCG
5 per 1000 1 per 1000
(0 to 2)
OR 0.15
(0.05 to 0.47)
989
(8 RCTs)
Moderate All studies at high risk of bias in 1 or more domains. None clearly reported blinded outcome assessment
Georgiou 2018
rFSH vs urinary gonadotrophins
19 per 1000 22 per 1000
(16 to 30)
OR 1.18
(0.86 to 1.61)
7740
(32 RCTs)
High Lack of blinding
Youssef 2016a
rhCG vs uhCG
10 per 1000 17 per 1000
 (11 to 84) OR 1.76 
 (0.37 to 8.45) 417
 (3 RCTs) Low Very serious imprecision
Youssef 2016a
rhLH vs uhCG
126 per 1000 107 per 1000
(55 to 197)
OR 0.83
(0.40 to 1.70)
289
(2 RCTs)
Very low One trial lacked adequate methodological details; serious imprecision
10. Luteal phase support
van der Linden 2015
hCG vs placebo/no treatment
41 per 1000 155 per 1000
(76 to 292)
OR 4.28 (1.91 to 9.6) 387
(1 RCT)
Low Poor reporting of study methods, serious imprecision with low event rate
van der Linden 2015
Progesterone vs hCG regimens
118 per 1000 58 per 1000
(39 to 87)
OR 0.46
(0.30 to 0.71)
1293
(5 studies)
Low Poor reporting of study methods with serious imprecision
van der Linden 2015
Progesterone compared with progesterone + oestrogen
51 per 1000 30 per 1000
 (11 to 82) OR 0.58
 (0.2 to 1.68) 461
 (2 RCTs) Low Poor reporting of study methods with serious imprecision
van der Linden 2015
Progesterone compared with progesterone + GnRH agonist
50 per 1000 50 per 1000
(17 to 137)
OR 1.00
(0.33 to 3.01)
300
(1 RCT)
Very low Poor reporting of study methods with very serious imprecision
Akhtar 2013
Heparin vs placebo or no treatment
250 per 1000 349 per 1000
(256 to 458)
OR 1.61
(1.03 to 2.53)
386
(3 RCTs)
Very low Selection bias found in 1 study. High heterogeneity. Results sensitive to choice of statistical model
Boomsma 2012
Peri‐implantation glucocorticoids vs no glucocorticoids
194 per 1000 159 per 1000
(64 to 392)
OR 0.82
(0.33 to
2.02)
151
(2 RCTs)
Low Methodological limitations and serious imprecision
11. Prevention of ovarian hyperstimulation syndrome (OHSS)
Tang 2016
Dopamine agonist vs placebo/no treatment
286 per 1000 97 per 1000
(71 to 135)
OR 0.27
(0.19 to 0.39)
1022
(8 RCTs)
Moderate Poor reporting of study methods
D'Angelo 2007
Cryopreservation vs fresh embryo transfer
60 per 1000 8 per 1000
(1 to 128)
OR 1.12
(0.01 to 2.29)
125
(1 RCT)
Low Evidence based on a single open‐label study with insufficient methodological details provided. Serious imprecision
D'Angelo 2007
Cryopreservation vs intravenous albumin
77 per 1000 308 per 1000
(41 to 824)
OR 5.33
(0.51 to 56.24)
26
(1 RCT)
Very low Evidence based on a single open‐label trial with serious imprecision
Youssef 2016
Intravenous human albumin vs no treatment or placebo
122 per 1000 85 per 1000
 (61 to 117) OR 0.67
 (0.47 to 0.95) 1452
 (7 RCTs) Very low Lack of blinding, inadequate reporting of allocation concealment, unclear risk of attrition bias, serious imprecision with low event rate, and serious inconsistency (I2 = 69%)
Youssef 2016
Intravenous hydroxyethyl starch vs placebo
164 per 1000 50 per 1000
 (23 to 104) OR 0.27
 (0.12 to 0.59) 272
 (2 RCTs) Very low Inadequate reporting of allocation concealment and blinding with unclear risk of attrition bias
Youssef 2016
Mannitol vs placebo or no treatment
517 per 1000 289 per 1000
 (191 to 407) OR 0.38
 (0.22 to 0.64) 226
 (1 RCT) Low Inadequate reporting of allocation concealment and serious imprecision with low event rate
D'Angelo 2017
Coasting vs no coasting
457 per 1000 85 per 1000
 (40 to 168) OR 0.11
 (0.05 to 0.24) 207
 (2 RCTs) Low Serious risk of bias as 1 study did not clearly describe the methods used and studies were not blinded. Serious imprecision
D'Angelo 2017
Coasting vs early unilateral follicular aspiration
244 per 1000 240 per 1000
 (99 to 479) OR 0.98
 (0.34 to 2.85) 83
 (2 RCTs) Very low One study did not clearly describe methods; lack of blinding and serious imprecision
D'Angelo 2017
Coasting vs gonadotrophin‐releasing hormone antagonist
No events occurred No events occurred Not estimable 190
(1 RCT)
Very low Method of sequence generation not reported; lack of blinding and very serious imprecision
D'Angelo 2017
Coasting vs follicle‐stimulating hormone administration at time of hCG
No events occurred 15 events all in the coasting arm OR 43.74
 (2.54 to 754.58) 102
 (1 RCT) Very low Method of sequence generation not reported; lack of blinding and very serious imprecision
D'Angelo 2017
Coasting vs cabergoline
100 per 1000 180 per 1000
 (71 to 387) OR 1.98
 (0.69 to 5.68) 120
 (2 RCTs) Very low One study did not clearly define methods; method of sequence generation not reported, lack of blinding, very serious imprecision
12. Frozen embryo replacement cycles
Wong 2017
Frozen vs fresh and frozen embryo transfer
Per cycle with ovarian stimulation
70 per 1000 18 per 1000
 (11 to 28) OR 0.24
 (0.15 to 0.38) 1633
 (2 RCTs) Low Serious risk of bias and serious imprecision with low event rate

ART: assisted reproduction techniques.

CI: confidence interval.

FET: frozen embryo transfer.

FSH: follicle‐stimulating hormone.

GnRH: gonadotrophin‐releasing hormone.

GnRHa: gonadotrophin‐releasing hormone agonist.

HA: hyaluronic acid.

hCG: human chorionic gonadotrophin.

hLH: human luteinising hormone.

hMG: human menopausal gonadotrophin.

ICSI: intracytoplasmic sperm injection.

IU: international units.

IVF: in vitro fertilisation.

OHSS: ovarian hyperstimulation syndrome.

OR: odds ratio.

ORT: ovarian reserve test.

RCT: randomised controlled trial.

rFSH: recombinant follicle‐stimulating hormone.

rhCG: recombinant human chorionic gonadotrophin.

rhLH: recombinant human luteinising hormone.

RR: risk ratio.

uhCG: urinary human chorionic gonadotrophin.

7. Multiple pregnancy per woman.
Outcome
Intervention and comparison intervention
Assumed risk with comparator Corresponding risk with intervention Relative effect
(95% CI)
Number of participants
(RCTs)
Quality of the evidence
(GRADE)
Comments
1. Indication for ART
Pandian 2015
IVF vs unstimulated intrauterine insemination for unexplained subfertility
30 per 1000 31 per 1000
 (1 to 460) OR 1.03
 (0.04 to 27.29) 43
 (1 RCT) Very low Very serious imprecision
Pandian 2015
IVF vs intrauterine insemination + ovarian stimulation for unexplained subfertility (treatment naïve women )
58 per 1000 47 per 1000
 (28 to 78) OR 0.81
 (0.47 to 1.39) 848
 (4 RCTs) Moderate Serious imprecision with wide confidence interval
2. Pre‐ART and adjuvant strategies
Siristatidis 2016
Aspirin vs placebo or no treatment
84 per 1000 56 per 1000
 (31 to 105) RR 0.67
(0.37 to 1.25)
656
 (2 RCTs) Low Very serious imprecision with very low event rate and wide confidence interval
Duffy 2010
Growth hormone compared with placebo
195 per 1000 131 per 1000
(42 to 342)
OR 0.62
(0.18 to 2.15)
80
(2 RCTs)
Moderate Serious imprecision
Cheong 2013
Acupuncture vs no acupuncture on or around the day of embryo transfer
56 per 1000 72 per 1000
(42 to 122)
OR 1.32
(0.74 to 2.35)
795
(2 RCTs)
Low Only 1/2 studies described adequate allocation concealment; wide confidence intervals crossed the line of no effect
Nastri 2015
Endometrial injury before ovulation induction (pipelle induced) vs no endometrial injury
278 per 1000 251 per 1000
(81 to 559)
OR 0.87
(0.23 to 3.3)
46
(1 RCT)
Very low Evidence based on a single trial with serious imprecision
Gutarra‐Vilchez 2014
Vasodilator compared with placebo
89 per 1000 79 per 1000
(35 to 180)
RR 0.89
(0.39 to 2.03)
250
(2 RCTs)
Moderate Studies had low or unclear risk of bias but serious imprecision
Nagels 2015
DHEA vs placebo or no treatment
Not calculable Not calculable OR 3.23
 (0.13 to 81.01) 267
 (5 RCTs) Very low Very serious imprecision
Nagels 2015
Testosterone vs placebo or no treatment
Not calculable Not calculable OR 3.09
 (0.48 to 19.98) 292
 (3 RCTs) Very low Very serious imprecision
3. Down‐regulation with agonists or antagonists
Albuquerque 2013
GnRHa depot vs daily injection
24 per 100 25 per 100
(13 to 43)
OR 1.1
(0.49 to 2.46)
132
 (4 RCTs) Low Most studies classified as at unclear risk of bias for all domains. Serious imprecision as total events were fewer than 300
Boomsma 2012
Peri‐implantation glucocorticoids vs no glucocorticoids
38 per 1000 74 per 1000
(31 to 168)
OR 2.02
(0.8 to 5.11)
372
(4 RCTs)
Moderate Poor reporting of methodological details
4. Ovarian stimulation
4.1. Medication type
Kamath 2017
Clomiphene citrate (± urinary or recombinant gonadotrophin) vs urinary or recombinant gonadotrophin in either long or short protocols
233 per 1000 211 per 1000
(109 to 372)
OR 0.88
(0.4 to 1.95)
160
(4 RCTs)
Moderate Poor reporting of methodological details
Farquhar 2017
Combined oral contraceptive pill plus antagonist vs antagonist
47 per 1000 98 per 1000
 (25 to 313) OR 2.21
 (0.53 to 9.26) 125
 (2 RCTs) Low Very serious imprecision with wide confidence intervals
Farquhar 2017
Combined oral contraceptive pill plus antagonist vs agonist
147 per 1000 189 per 1000
 (127 to 273) OR 1.36
 (0.85 to 2.19) 546
 (4 RCTs) Moderate Serious imprecision with wide confidence intervals
Farquhar 2017
Progesterone plus antagonist vs antagonist
42 per 1000 44 per 1000
 (3 to 438) OR 1.05
 (0.06 to 17.76) 47
 (1 RCT) Low Very serious imprecision with wide confidence intervals
Farquhar 2017
Oestrogen plus antagonist vs agonist
No events in this group Only two events (both in this group) OR 2.24
 (0.09 to 53.59) 22
 (1 RCT) Very low Poor reporting of methods and very serious imprecision
Kalampokas 2017
Glucocorticoid supplementation vs placebo
Not calculable Not calculable OR 3.32
 (0.12 to 91.60) 20
 (1 study) Very low Risk of bias and very serious imprecision with only 1 event (in glucocorticoid group)
4.4. Natural cycle IVF
Allersma 2013
Natural cycle vs standard IVF
29 per 1000 6 per 1000
(0 to 117)
OR 0.21
(0.01 to 4.38)
132
(1 RCT)
Very low Methods of sequence generation and allocation concealment not stated, high risk of attrition bias, very serious imprecision
5. Ovulation triggering
Youssef 2014
GnRH agonist vs hCG
82 per 1000 134 per 1000
(71 to 238)
OR 1.74
(0.86 to
3.5)
342
(3 RCTs)
Moderate No evidence of blinding in many trials
van Wely 2011
rFSH vs urinary gonadotrophins
85 per 1000 78 per 1000
(66 to 92)
OR 0.91
(0.76 to
1.09)
6329
(25 RCTs)
Moderate No evidence of blinding in many trials
8. Laboratory phase
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with advanced age
200 per 1000 206 per 1000
(113 to 347)
OR 1.04
(0.51 to
2.13)
199
(4 RCTs)
Low Poor reporting of methods and serious imprecision
Carney 2012
Assisted hatching vs no assisted hatching
102 per 1000 136 per 1000
(112 to 162)
OR 1.38
(1.11 to 1.7)
3447
 (14 RCTs) Low Methodological limitations or missing information in most trials. Inconsistency between trials (I2 = 57%)
Bontekoe 2012
Embryo culture with low oxygen concentration vs atmospheric oxygen concentration
88 per 1000 113 per 1000
(80 to 158)
OR 1.33
(0.91 to
1.95)
1382
(4 RCTs)
Low Poor reporting of methods and serious imprecision
Siristatidis 2018
Metabolomic vs non‐metabolomic assessment
189 per 1000 255 per 1000
(139 to 421)
OR 1.52
(0.71 to 3.23)
181
 (2 RCTs) Low Serious risk of bias and serious imprecision
9. Embryo transfer
9.1. Developmental stage
Glujovsky 2016
Cleavage stage transfer vs blastocyst stage transfer
122 per 1000 127 per 1000
 (103 to 156) OR 1.05 
 (0.83 to 1.33) 3019
 (19 RCTs) Low Several studies did not describe acceptable methods of sequence generation and/or allocation concealment, several were at unclear or high risk of attrition bias, and none clearly had blinded outcome assessment.
9.2. Number of embryos
Pandian 2013
Single‐ vs double‐embryo transfer (one cycle only)
144 per 1000 20 per 1000
(12 to 32)
OR 0.12
(0.07 to 0.20)
1612
(10 RCTs)
High Moderate heterogeneity attributable to 36% of women non‐compliant with treatment allocation in 1 study (I2 = 45%)
Pandian 2013
Repeated single‐embryo transfer vs double‐embryo transfer
133 per 1000 5 per 1000
(2 to 19)
OR 0.03
(0.01 to 0.13)
811
(3 RCTs)
Moderate Methods poorly described
Pandian 2013
Double‐embryo transfer vs three embryo transfers
91 per 1000 17 per 1000
(1 to 278)
OR 0.17
(0.01 to
3.85)
45
(1 RCT)
Very low Randomisation and blinding unclear; evidence based on a single trial with very serious imprecision
Pandian 2013
Double‐embryo transfer vs four embryo transfers
214 per 1000 107 per 1000
(27 to 349)
OR 0.44
(0.1 to
1.97)
56
(1 RCT)
Very low Randomisation, allocation concealment, and blinding unclear; evidence based on a single trial with very serious imprecision
9.3. Transfer techniques
Ata 2018
Seminal plasma to genital tract vs no seminal plasma
70 per 1000 77 per 1000
 (53 to 114) RR 1.11
 (0.76 to 1.64) 1642
 (5 RCTs) Low Serious imprecision, serious risk of bias: allocation concealment poorly reported or not utliised
Brown 2016
Day 3 vs day 2 embryo transfer
106 per 1000 118 per 1000
(91 to 152)
OR 1.12
(0.86 to
1.44)
1837
(8 RCTs)
Moderate Poor reporting of allocation concealment and blinding
Bontekoe 2014
Transfer medium enriched with high level of hyaluronic acid vs medium with low level or no hyaluronic acid
20 per 1000 37 per 1000
(240 to 328)
OR 1.86
(1.49 to 2.31)
1951
(5 RCTs)
Moderate All studies except 1 at high risk of bias in 1 or more domains
Brown 2016a
Ultrasound guidance vs clinical touch for embryo transfer
60 per 1000 67 per 1000
 (53 to 85) OR 1.13
 (0.87 to 1.45) 3379
 (8 RCTs) Moderate Poor reporting of study methods
Abou‐Setta 2014
Less bed rest vs more bed rest
73 per 1000 113 per 1000
(25 to 383)
OR 1.62
(0.33 to
7.9)
542
(2 RCTs)
Very low Heterogeneity (I2 > 70%) and serious imprecision with wide confidence intervals; 1 trial open
Abou‐Setta 2014
Mechanical pressure on cervix vs no intervention
121 per 1000 243 per 1000
(174 to 329)
OR 2.33
(1.53 to
3.56)
639
(1 RCT)
Very low Evidence based on a single trial; open‐label trial with unclear method of randomisation
11. Prevention of OHSS
D'Angelo 2017
Coasting vs no coasting
268 per 1000 102 per 1000
 (42 to 228) OR 0.31
 (0.12 to 0.81) 139
 (1 RCT) Low Poor reporting of methods
D'Angelo 2017
Coasting vs gonadotrophin‐releasing hormone antagonist
181 per 1000 156 per 1000
 (79 to 284) OR 0.84
 (0.39 to 1.80) 98
 (1 RCT) Very low Method of sequence generation not reported, lack of blinding, serious imprecision
Tang 2016
Dopamine agonist vs placebo/no intervention
50 per 1000 17 per 1000
(1 to 303)
OR 0.32
(0.01 to 8.26)
40
 (1 RCT) Very low Poor reporting of study methods and very serious imprecision
12. Frozen embryo replacement cycles
Wong 2017
Frozen vs fresh and frozen embryo transfer
161 per 1000 176 per 1000
(141 to 217)
OR 1.11
(0.85 to 1.44)
1630
(2 RCTs)
Low Serious risk of bias and serious imprecision
Ghobara 2017
Natural cycle FET vs hormone therapy FET
Not estimable Not estimable OR 2.48
 (0.09 to 68.14) 21
 (1 RCT) Very low Unclear risk of bias, very serious imprecision: no events in control group
Ghobara 2017
Natural cycle FET vs hormone therapy plus GnRHa suppression FET
63 per 1000 38 per 1000
 (9 to 144) OR 0.58
 (0.13 to 2.50) 159
 (1 RCT) Low Very serious imprecision: single study, few events, wide confidence intervals
Ghobara 2017
hMG FET vs clomiphene + hMG FET
28 per 1000 39 per 1000
 (9 to 157) OR 1.41 
 (0.31 to 6.48) 209
 (1 RCT) Very low Unclear risk of bias in all domains, very serious imprecision with very few events and wide confidence intervals

ART: assisted reproduction techniques.

CI: confidence interval.

DHEA: dehydroepiandrosterone.

FET: frozen embryo transfer.

GnRH: gonadotrophin‐releasing hormone.

GnRHa: gonadotrophin‐releasing hormone agonist.

hCG: human chorionic gonadotrophin.

hMG: human menopausal gonadotrophin.

IVF: in vitro fertilisation.

OHSS: ovarian hyperstimulation syndrome.

OR: odds ratio.

RCT: randomised controlled trial.

rFSH: recombinant follicle‐stimulating hormone.

rhCG: recombinant human chorionic gonadotrophin.

RR: risk ratio.

uhCG: urinary human chorionic gonadotrophin.

8. Miscarriage per woman.
Outcome
Intervention and comparison intervention
Assumed risk with comparator Corresponding risk with intervention Relative effect
(95% CI)
Number of participants
(studies)
Quality of the evidence
(GRADE)
Comments
2. Pre‐ART strategies
Cheong 2013
Acupuncture vs no acupuncture on or around the day of embryo transfer
207 per 1000 233 per 1000
(160 to 303)
OR 1.1
(0.73 to 1.67)
616
(6 RCTs)
Low Only 2/6 studies described adequate allocation concealment, serious imprecision
Cheong 2013
Acupuncture vs no acupuncture around the time of oocyte retrieval
242 per 1000 201 per 1000
(118 to 319)
OR 0.79
(0.42 to 1.47)
262
(4 RCTs)
Low Only 1/4 studies described adequate allocation concealment, serious imprecision
Siristatidis 2016
Aspirin vs placebo or no treatment
43 per 1000 47 per 1000
 (29 to 76) RR 1.10
(0.68 to
1.77)
1497
(5 RCTs)
Low Serious imprecision with low event rate
Tso 2014
Metformin vs placebo or no treatment
139 per 1000 110 per 1000
(65 to 182)
OR 0.76
(0.43 to 1.37)
521
(6 RCTs)
Moderate Serious imprecision with low event rate
Nastri 2015
Endometrial injury performed between day 7 of the previous cycle and day 7 of the ET cycle vs no control
158 per 1000 147 per 1000
(100 to 242)
RR 0.99
(0.63 to 1.53)
500
(8 RCTs)
Low Serious imprecision and high risk of bias in included studies
Benschop 2010
Aspiration of endometrioma vs expectant management
100 per 1000 97 per 1000 (25
to 316)
Peto OR 0.97
(0.23 to 4.15)
81
(1 RCT)
Very low Very serious imprecision as evidence based on a single trial with wide confidence intervals that crossed the line of no effect
Benschop 2010
GnRH antagonist vs GnRH agonist
30 per 1000 29 per 1000
(2 to 331)
Peto OR 0.97
(0.06 to 15.85)
67
(1 RCT)
Very low Very serious imprecision as evidence based on a single trial with wide confidence intervals that crossed the line of no effect
Johnson 2010
Salpingectomy vs no surgical treatment
53 per 1000 46 per 1000
(17 to 117)
OR 0.86
(0.31 to
2.38)
329
(3 RCTs)
Moderate Randomisation methods not fully described. Serioius imprecision with wide confidence intervals that crossed the line of no effect
Johnson 2010
Tubal occlusion vs no surgical treatment
67 per 1000 60 per 1000
(6 to 399)
OR 0.89
(0.09 to
9.28)
65 (1 RCT) Very low Evidence based on a single trial. Evidence of imprecision: wide confidence intervals that crossed the line of no effect
Johnson 2010
Aspiration of hydrosalpingeal fluid vs no surgical treatment
31 per 1000 63 per 1000
(6 to 436)
OR 2.07
(0.18 to
24.01)
64 (1 RCT) Very low Evidence based on a single trial. Serious imprecision: wide confidence intervals that crossed the line of no effect
Gutarra‐Vilchez 2014
Vasodilator compared with placebo
69 per 1000 58 per 1000
(26 to 132)
RR 0.84
(0.37 to 1.91)
350
(3 RCTs)
Moderate Studies had low or unclear risk of bias but serious imprecision
Nagels 2015
DHEA vs placebo
64 per 1000 38 per 1000
 (19 to 74) OR 0.58
 (0.29 to 1.17) 950
 (8 RCTs) Moderate Serious imprecision
Nagels 2015
Testosterone vs placebo
25 per 1000 50 per 1000
 (15 to 155) OR 2.04
 (0.58 to 7.13) 345
 (4 RCTs) Low Very serious imprecision
3. Down‐regulation with agonists or antagonists
Albuquerque 2013
GnRHa depot vs daily injection
13 per 100 14 per 100
(9 to 22)
OR 1.16
(0.7 to 1.94)
512
 (9 RCTs) Low Most studies classified as at unclear risk of bias for all domains. Serious imprecision as total events were fewer than 300
Al‐Inany 2016
GnRH antagonist vs long course GnRH agonist
48 per 1000 49 per 1000
 (40 to 61) OR 1.03
 (0.82 to 1.29) 7082
 (34 RCTs) Moderate Serious risk of bias
Boomsma 2012
Peri‐implantation glucocorticoids vs no glucocorticoids
57 per 1000 80 per 1000
(47 to 132)
OR 1.44
(0.82 to
2.51)
832
(7 RCTs)
Low Methodological limitations including lack of blinding and serious imprecision
4. Ovarian stimulation
4.1. Type of medication
Pandian 2010
Multiple‐dose GnRH agonist vs mini‐dose long agonist protocol
22 per 1000 46 per 1000
(4 to 353)
OR 2.1
(0.18 to
23.98)
89
(1 RCT)
Very low Single trial with no allocation concealment or blinding and very serious imprecision
Kamath 2017
Clomiphene citrate (+/‐ urinary or recombinant gonadotrophin) vs urinary or recombinant gonadotrophin in either long or short protocols
184 per 1000 199 per 1000
(107 to 337)
OR 1.1
(0.53 to
2.25)
201
(4 RCTs)
Moderate Poor reporting of methods in most trials
Kamath 2017
Clomiphene citrate (+/‐ urinary or recombinant gonadotrophin) and mid cycle antagonists vs urinary or recombinant gonadotrophin in either long or short protocols
155 per 1000 115 per 1000
(44 to 268)
OR 0.71
(0.25 to
1.99)
125
(3 RCTs)
Moderate Poor reporting of methods in most trials
Mochtar 2017
Recombinant luteinizing hormone + recombinant follicle stimulating hormone (rFSH) vs rFSH alone for controlled ovarian hyperstimulation
70 per 1000 65 per 1000
(45 to 93)
OR 0.93
(0.63 to
1.36)
1711
(13 RCTs)
Moderate Serious imprecision with wide confidence intervals
Martins 2013
FSH replaced by low‐dose hCG in the late follicular phase vs continued FSH for assisted reproductive techniques
160 per 1000 170 per 1000
(80 to 360)
RR 1.08
(0.50 to 2.31)
127
(4 RCTs)
Very low Very serious imprecision and high risk of bias
Farquhar 2017
Combined oral contraceptive pill plus antagonist vs antagonist
270 per 1000 215 per 1000
 (177 to 260) OR 0.74
 (0.58 to 0.95) 1335
 (6 RCTs) Moderate Serious risk of bias due to poor reporting of sequence generation and allocation concealment
Farquhar 2017
Combined oral contraceptive pill plus antagonist vs agonist
296 per 1000 273 per 1000
 (212 to 345) OR 0.89
 (0.64 to 1.25) 724
 (4 RCTs) Moderate Serious imprecision with wide confidence intervals
Farquhar 2017
Progestagen plus agonist vs agonist
36 per 1000 78 per 1000
 (24 to 220) OR 2.26
 (0.67 to 7.55) 222
 (2 RCTs) Low Very serious imprecision with wide confidence intervals
Farquhar 2017
Progestagen plus antagonist vs antagonist
208 per 1000 86 per 1000
 (16 to 354) OR 0.36
 (0.06 to 2.09) 47
 (1 RCT) Low Very serious imprecision with wide confidence intervals
Farquhar 2017
Oestrogen plus antagonist vs antagonist
208 per 1000 40 per 1000
 (5 to 279) OR 0.16
 (0.02 to 1.47) 49
 (1 RCT) Very low Serious risk of bias due to poor reporting; very serious imprecision with wide confidence intervals
Farquhar 2017
Oestrogen plus antagonist vs agonist
72 per 1000 110 per 1000
 (46 to 240) OR 1.59
 (0.62 to 4.06) 220
 (1 RCT) Very low Serious risk of bias due to poor reporting; very serious imprecision with wide confidence intervals
Kalampokas 2017
Glucocorticoid supplementation vs placebo
Not calculable Not calculable OR 1.00 (0.05 to 18.57) 20
 (1 RCT) Very low Serious risk of bias and very serious imprecision
5. Ovulation triggering
Youssef 2014
GnRH agonist vs hCG
67 per 1000 111 per 1000
(73 to 165)
OR 1.74
(1.10 to 2.75)
1198
(11 RCTs)
Moderate 5/11 studies at high risk of bias because of early termination and/or inadequate allocation concealment. None clearly reported blinded outcome assessment
van Wely 2011
rFSH vs urinary gonadotrophins
50 per 1000 57 per 1000
(46 to 70)
OR 1.16
(0.93 to
1.44)
6663
(30 RCTs)
Moderate No evidence of blinding in many trials
Youssef 2016a
rhCG vs uhCG
51 per 1000 37 per 1000
 (21 to 63) OR 0.72
 (0.41 to 1.25) 1347
 (9 RCTs) Low Very serious imprecision
Youssef 2016a
rhLH vs uhCG
66 per 1000 62 per 1000
(25 to 144)
OR 0.94
(0.37 to
2.38)
280
(2 RCTs)
Low One trial lacked adequate methodological details and had serious imprecision
6. Oocyte retrieval
Reavey 2016
hCG priming vs no priming
70 per 1000 43 per 1000
 (16 to 115) OR 0.60
 (0.21 to 1.72) 282
 (2 RCTs) Low Serious risk of bias and serious imprecision
7. Sperm selection
McDowell 2014
HA culture dish (PICSI) compared with viscous medium containing HA (SpermSlow) for infertility requiring intracytoplasmic sperm injection
250 per 1000 190 per 1000
(50 to 510)
RR 0.76
(0.24 to 2.44)
41 pregnancies
(1 RCT)
Low Serious risk of bias as study methods not reported in adequate detail. Serious imprecision as confidence intervals compatible with substantial benefit or harm from the intervention, or with no effect
8. Laboratory phase
Bontekoe 2012
Embryo culture with low oxygen concentration vs atmospheric oxygen concentration
75 per 1000 94 per 1000
(65 to 133)
OR 1.28
(0.86 to
1.9)
1291
(3 RCTs)
Low Methodological limitations and serious imprecision
Carney 2012
Assisted hatching vs no assisted hatching
45 per 1000 46 per 1000
(32 to 68)
OR 1.03
(0.69 to 1.54)
2131
 (14 RCTs) Moderate Methodological limitations or missing information in most trials
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with advanced age
122 per 1000 108 per 1000
(76 to 150)
OR 0.87
(0.59 to
1.27)
1062
(5 RCTs)
Moderate Most included trials lacked adequate methodological details
Twisk 2006
Pre‐implantation genetic screening vs no screening in women with good prognosis
89 per 1000 103 per 1000
(54 to 183)
OR 1.17
(0.59 to
2.3)
388
(3 RCTs)
Very low Open‐label studies with evidence of imprecision; heterogeneity > 60%
Huang 2013
Brief co‐incubation vs standard insemination
24 per 1000 47 per 1000
(9 to 217)
OR 1.98
(0.35 to 11.09)
167
 (1 RCT) Low One trial only; method of randomisation or allocation concealment not stated
Teixeira 2013
Regular (ICSI) vs ultra‐high magnification (IMSI) sperm selection for assisted reproduction
220 per 1000 180 per 1000
(130 to 250)
RR 0.82
(0.59 to 1.14)
552
(6 RCTs)
Very low High risk of bias and very serious imprecision
Armstrong 2015
TLS with or without cell‐tracking algorithms vs conventional incubation
143 per 1000 105 per 1000
(73 to 143)
OR 0.7
(0.47 to 1.04)
994
(3 RCTs)
Low Overall high risk of selection, performance, attrition, and reporting bias. Largest study used donor and autologous oocytes, whereas the remaining 2 studies used autologous oocytes only. Donor oocytes were generally from young women, which may behave differently from the usual population of oocytes and embryos from couples undergoing ART
Siristatidis 2018
Metabolomic vs non‐metabolomic assessment
114 per 1000 109 per 1000
 (61 to 184) OR 0.96
 (0.52 to 1.78) 434
 (2 RCTs) Low Serious risk of bias and serious imprecision
9. Embryo transfer
Ata 2018
Seminal plasma to genital tract vs no seminal plasma
38 per 1000 38 per 1000
 (21 to 67) RR 1.01
 (0.57 to 1.79) 1209
 (4 RCTs) Low Serious risk of bias associated with poor reporting; serious imprecision
Glujovsky 2016
Cleavage stage transfer vs blastocyst stage transfer
68 per 1000 78 per 1000
 (68 to 119) OR 1.15
 (0.88 to 1.50) 2917
 (18 RCTs) Low Several studies did not describe acceptable methods of sequence generation and/or allocation concealment, several were at unclear or high risk of attrition bias, and none clearly reported blinded outcome assessment. Serious imprecision as findings were compatible with benefit in either group or with no effect
Brown 2016
Day 3 vs day 2 embryo transfer
59 per 1000 69 per 1000
(50 to 95)
OR 1.16
(0.84 to
1.60)
2153
(9 RCTs)
Moderate Poor reporting of allocation concealment and blinding
Brown 2016a
Ultrasound guidance vs clinical touch for embryo transfer
44 per 1000 44 per 1000
 (33 to 57) OR 0.99
 (0.74 to 1.31) 4053
 (11 RCTs) Low Poor reporting of study methods
Derks 2009
Cervical dilatation vs no intervention
35 per 1000 23 per 1000 OR 0.64
(0.21 to
1.93)
288
(1 RCT)
Moderate Serious imprecision and evidence based on a single trial
Abou‐Setta 2014
Less bed rest vs more bed rest
47 per 1000 75 per 1000
(38 to 143)
OR 1.63
(0.79 to
3.35)
542
(2 RCTs)
Moderate Open‐label trial
Craciunas 2016
Intrauterine hCG vs no intrauterine hCG
48 per 1000 52 per 1000
(40 to 68)
RR 1.09
(0.83 to 1.43)
3395
(7 RCTs)
Very low Serious risk of bias and very serious imprecision
11. Prevention of ovarian hyperstimulation syndrome (OHSS)
Tang 2016
Dopamine agonists vs placebo or no treatment
72 per 1000 49 per 1000
(15 to 151)
OR 0.66
(0.19 to 2.28)
168
(2 RCTs)
Low Poor reporting of study methods and serious imprecision
D'Angelo 2017
Coasting vs no coasting
57 per 1000 49 per 1000
(15 to 148)
OR 0.85
(0.25 to 2.86)
207
 (2 RCTs) Very low One study did not clearly describe the methods used; studies not blinded; serious imprecision
12. Frozen embryo transfer cycles
Wong 2017
Fresh vs fresh and frozen embryo transfer
184 per 1000 131 per 1000
(105 to 162)
OR 0.67
(0.52 to 0.86)
1892
 (4 RCTs) Low Serious risk of bias and serious imprecision
Ghobara 2017
Natural cycle FET vs modified natural cycle FET (hCG trigger)
24 per 1000 5 per 1000
 (0 to 92) OR 0.20
 (0.01 to 4.13) 168
 (1 RCT) Very low Serious risk of bias as there was no allocation concealment. Very serious imprecision associated with single study, few events, and wide confidence intervals
Ghobara 2017
Modified natural cycle FET (hCG trigger) vs hormone therapy + GnRHa FET
68 per 1000 51 per 1000
 (18 to 138) OR 0.74
 (0.25 to 2.19) 236
 (1 RCT) Low Unclear risk of bias in most domains, serious imprecision with wide confidence intervals
Ghobara 2017
Hormone therapy FET vs hormone therapy + GnRHa FET
48 per 1000 31 per 1000
 (18 to 53) OR 0.64
 (0.37 to 1.12) 991
 (6 RCTs) Low Unclear reporting of methods, serious imprecision with wide confidence intervals
Ghobara 2017
hMG FET vs clomiphene + hMG FET
37 per 1000 49 per 1000
 (13 to 164) OR 1.33
 (0.35 to 5.09) 209
 (1 RCT) Very low Unclear risk of bias in all domains, very serious imprecision with very few events and wide confidence intervals

ART: assisted reproduction techniques.

CI: confidence interval.

DHEA: dehydroepiandrosterone.

ET: embryo transfer.

FET: frozen embryo transfer.

FSH: follicle‐stimulating hormone.

GnRH: gonadotrophin‐releasing hormone.

GnRHa: gonadotrophin‐releasing hormone agonist.

HA: hyaluronic acid.

hCG: human chorionic gonadotrophin.

hMG: human menopausal gonadotrophin.

IMSI: ultra‐high magnification sperm selection.

IVF: in vitro fertilisation.

OHSS: ovarian hyperstimulation syndrome.

OR: odds ratio.

PICSI: physiological intracytoplasmic sperm injection.

RCT: randomised controlled trial.

rFSH: recombinant follicle‐stimulating hormone.

rhCG: recombinant human chorionic gonadotrophin.

RR: risk ratio.

TLS: time‐lapse imaging.

uhCG: urinary human chorionic gonadotrophin.

Effect of interventions

For statistical evidence from the reviews for each outcome, which will indicate the extent of any benefit or harm, please see the following additional tables. These tables present odds or risk ratios and also absolute event rates per thousand in each group.

  • Table 4: live birth or live birth/ongoing pregnancy (composite outcome) per woman (data from 52 reviews).

  • Table 5: clinical pregnancy per woman (data from 63 reviews).

  • Table 6: ovarian hyperstimulation syndrome per woman (data from 23 reviews).

  • Table 7: multiple pregnancy per woman (data from 32 reviews).

  • Table 8: miscarriage per woman (data from 41 reviews).

Summary of review findings for each stage of the ART pathway

1. Indication for ART

We identified three reviews.

  • Pandian 2015: "In vitro fertilisation for unexplained subfertility" (ZP672).

  • Yossry 2006: "In vitro fertilisation versus tubal reanastomosis (sterilisation reversal) for subfertility after tubal sterilisation" (AMY731).

  • Siristatidis 2009: "In vitro maturation in subfertile women with polycystic ovarian syndrome undergoing assisted reproduction" (CS1400).

Pandian 2015 reported that IVF may be associated with higher rates of live birth and clinical pregnancy than expectant management (very low‐quality evidence), but evidence is insufficient to permit firm conclusions. IVF may also be associated with higher live birth rates than unstimulated intrauterine insemination (IUI) (low‐quality evidence). In women pre‐treated with clomiphene + IUI, IVF appears to be associated with higher live birth rates than IUI + gonadotropins (moderate‐quality evidence). However in women who were treatment‐naive, evidence was insufficient to show whether there is a difference in rates of live birth or clinical pregnancy between IVF and IUI + gonadotropins, or between IVF and IUI + clomiphene (moderate‐quality evidence). We could not adequately assess adverse events associated with these interventions owing to lack of evidence.

Neither Yossry 2006 nor Siristatidis 2009 identified any randomised controlled trial evidence to address their review questions.

2. Pre‐ART and adjuvant strategies
2.1. Strategies for unselected populations

We identified nine reviews.

  • Anderson 2010: "Preconception lifestyle advice for people with subfertility" (KA992).

  • Nastri 2015: "Endometrial injury in women undergoing assisted reproductive techniques" (WM1504).

  • Showell 2014: "Antioxidants for male subfertility" (MGS1510).

  • Showell 2017: "Antioxidants for female subfertility" (MGS1630).

  • Duffy 2010: "Growth hormone for in vitro fertilisation" (KH291).

  • Siristatidis 2016: "Aspirin for in vitro fertilisation" (VJP951).

  • Cheong 2013: "Acupuncture and assisted reproductive technology" (IRS911).

  • Gutarra‐Vilchez 2014: "Vasodilators for women undergoing fertility treatment" (RBG1760).

  • Nagels 2015: "Androgens (dehydroepiandrosterone or testosterone) for women undergoing assisted reproduction" (HEN1730).

2.1.1. Lifestyle advice

Anderson 2010 identified a single trial that compared smoking cessation advice versus standard clinical advice for women attending an infertility clinic. Live birth was not reported as an outcome. Review authors identified no evidence regarding the effect of pre‐conception advice on the chance of a live birth outcome.

2.1.2. Surgical therapy

Endometrial injury

Nastri 2015 reported moderate‐quality evidence showing that endometrial injury performed between day 7 of the previous cycle and day 7 of the embryo transfer (ET) cycle was associated with improvement in live birth or ongoing pregnancy rates and in clinical pregnancy rates among women with more than two previous embryo transfers. Evidence was insufficient to show whether there was a difference in rates of multiple pregnancy (very low‐quality evidence), miscarriage (low‐quality evidence), or bleeding. Evidence suggested that endometrial injury on the day of oocyte retrieval was associated with lower clinical and ongoing pregnancy rates (low‐quality evidence).

2.1.3. Medical therapy

Antioxidants

Showell 2014 included three randomised controlled trials (RCTs) with 111 male partners of women undergoing ART, two of which reported live birth and pregnancy rates in this subgroup. The evidence suggested that antioxidant supplementation in subfertile males may improve live birth rates (low‐quality evidence), but there was no clear evidence of a difference in clinical pregnancy rates (low‐quality evidence).

Showell 2017 included 27 RCTs of over 3000 women undergoing ART. Evidence was insufficient to show whether antioxidant supplementation was of benefit with regard to birth rate (very low‐quality evidence), and review authors found no clear evidence of a difference with regard to clinical pregnancy rates (very low‐quality evidence).

Growth hormone

Duffy 2010 reported no evidence of overall benefit in fertility outcomes for growth hormone compared with placebo during an IVF protocol (moderate‐quality evidence). A subgroup of women who were considered to be 'poor responders' showed an increase in rates of live birth (moderate‐quality evidence) and clinical pregnancy (high‐quality evidence) in favour of adjuvant growth hormone compared with placebo. Results were based on a small number of trials with relatively small sample sizes, and the review authors recommend that the evidence should be interpreted with caution.

Androgens

Nagels 2015 concluded that in women identified as poor responders undergoing ART, pre‐treatment with dehydroepiandrosterone (DHEA) or testosterone may be associated with improved rates of live birth or ongoing pregnancy (moderate‐quality evidence). Evidence was insufficient to permit conclusions about the safety of either androgen.

Aspirin

Siristatidis 2016 found no evidence in favour of routine use of aspirin to improve clinical pregnancy rates for a general IVF population (moderate‐quality evidence).

Vasodilators

Gutarra‐Vilchez 2014 found insufficient evidence to show whether vasodilators influenced the live birth rate in women undergoing fertility treatment (moderate‐quality evidence). However, low‐quality evidence suggests that vasodilators may increase clinical pregnancy rates in comparison with placebo or no treatment. Data were insufficient to support any conclusions regarding adverse effects.

2.1.4. Alternative therapy

Acupuncture

Cheong 2013 reported that evidence was insufficient to show the effect of acupuncture on live birth rate, regardless of whether acupuncture was performed around the time of oocyte retrieval or around the day of embryo transfer (low‐quality evidence). No evidence suggested that acupuncture had any effect on rates of pregnancy (low‐ to very low‐quality evidence) or miscarriage (low‐quality evidence), nor that acupuncture led to significant side effects.

2.2. Strategies for selected populations

We identified four reviews.

  • Johnson 2010: "Surgical treatment for tubal disease in women due to undergo in vitro fertilisation" (NJ472).

  • Benschop 2010: "Interventions for women with endometrioma prior to assisted reproductive technology" (SG1241).

  • Tso 2014: "Metformin treatment before and during IVF or ICSI in women with polycystic ovary syndrome" (LDT1201).

  • McDonnell 2014: "Ovarian cyst aspiration prior to in vitro fertilization treatment for subfertility" (SH1141).

2.2.1. Tubal pathology

Johnson 2010 found that both laparoscopic salpingectomy and tubal occlusion before IVF increased the chances of clinical pregnancy (moderate‐quality evidence). Review authors concluded that surgical treatment should be considered for all women with hydrosalpinges before IVF treatment. Previous evidence supported only unilateral salpingectomy for a unilateral hydrosalpinx (bilateral salpingectomy for bilateral hydrosalpinges). Johnson 2010 suggested laparoscopic tubal occlusion as an alternative to laparoscopic salpingectomy for improving pregnancy rates among women with hydrosalpinges undergoing IVF. Evidence was insufficient to allow assessment of the value of aspiration of hydrosalpinges before or during IVF procedures (very low‐quality evidence) or the value of tubal restorative surgery as an alternative (or as a preliminary) to IVF.

2.2.2. Endometriosis

Benschop 2010 reported that evidence was insufficient to show whether there was a difference in clinical pregnancy rates among those given gonadotropin‐releasing hormone (GnRH) agonists and antagonists for endometrioma before ART (low‐quality evidence), or whether there was a difference in clinical pregnancy outcomes between surgery (cystectomy or aspiration) before ART and expectant management (low‐quality evidence), or between pre‐ART ablation and cystectomy in women with endometrioma (very low‐quality evidence).

2.2.3. Polycystic ovary syndrome (PCOS)

Tso 2014 found no clear evidence that metformin treatment before or during ART cycles improved live birth rates among women with PCOS (low‐quality evidence). However, use of this insulin‐sensitising agent increased clinical pregnancy rates (moderate‐quality evidence) and decreased the risk of ovarian hyperstimulation syndrome (OHSS) (moderate‐quality evidence).

2.2.4. Ovarian cysts

McDonnell 2014 found insufficient evidence to determine whether drainage of functional ovarian cysts before controlled ovarian hyperstimulation (COH) influenced clinical pregnancy rates (very low‐quality evidence). None of the studies reported live birth. The review authors concluded that there was no supportive evidence for cyst drainage, in view of the requirement for anaesthesia, extra costs, psychological stress, and risk of surgical complications.

3. Down‐regulation with agonists or antagonists

We identified four reviews for inclusion.

  • Sallam 2006: "Long‐term pituitary down‐regulation before in vitro fertilization (IVF) for women with endometriosis" (HNS881).

  • Albuquerque 2013: "Depot versus daily administration of gonadotrophin‐releasing hormone agonist protocols for pituitary down regulation in assisted reproduction cycles" (LA541).

  • Al‐Inany 2016: "Gonadotrophin‐releasing hormone antagonists for assisted reproductive technology" (HA412).

  • Siristatidis 2015: "Gonadotrophin‐releasing hormone agonist protocols for pituitary suppression in assisted reproductive treatment" (SD265).

Sallam 2006 reported that the live birth rate per woman was higher among women receiving the GnRH agonist (GnRHa) than among those given the control intervention. Administration of GnRHa for a period of three to six months before IVF or ICSI in women with endometriosis increased the odds of clinical pregnancy (very low‐quality evidence). This evidence was of very low quality, and the review is being updated.

Albuquerque 2013 found insufficient evidence to determine whether there was a difference in rates of live birth (low‐quality evidence) or clinical pregnancy (moderate‐quality evidence) or OHSS (low‐quality evidence) between depot and daily GnRHa use for pituitary down‐regulation in IVF cycles using the long protocol, but substantial differences could not be ruled out. Given that depot GnRHa requires more gonadotrophins and a longer duration of use, this approach may increase the overall costs of IVF treatment.

Al‐Inany 2016 reported that use of GnRH antagonist compared with long‐course GnRHa protocols was associated with a substantial reduction in OHSS without reducing the likelihood of achieving live birth (moderate‐quality evidence).

Siristatidis 2015 compared long GnRHa protocols and short GnRHa protocols and found no clear evidence of a difference in live birth and ongoing pregnancy rates (low‐quality evidence) but provided moderate‐quality evidence showing higher clinical pregnancy rates in the long protocol group. Evidence was insufficient to show whether there was a difference in birth or pregnancy outcomes between any of the other compared protocols (low‐ or very low‐quality evidence).

4. Ovarian stimulation

We identified 11 reviews.

  • Kamath 2017: "Clomiphene citrate for controlled ovarian stimulation in women undergoing IVF" (AM1335).

  • Pouwer 2015: "Long‐acting FSH versus daily FSH for women undergoing assisted reproduction" (AWP1710).

  • Mochtar 2017: "Recombinant luteinizing hormone (rLH) and recombinant follicle stimulating hormone (rFSH) for ovarian stimulation in IVF/ICSI cycles" (MHM931).

  • van Wely 2011: "Recombinant versus urinary gonadotrophin for ovarian stimulation in assisted reproductive technology cycles" (IOK973).

  • Martins 2013: "FSH replaced by low‐dose hCG in the late follicular phase versus continued FSH for assisted reproductive techniques" (WPM1780).

  • Farquhar 2017: "Oral contraceptive pill, progestogen or oestrogen pre‐treatment for ovarian stimulation protocols for women undergoing assisted reproductive techniques" (DHH752).

  • Kwan 2014: "Monitoring of stimulated cycles in assisted reproduction (IVF and ICSI)" (IOK972).

  • Pandian 2010: "Interventions for 'poor responders' to controlled ovarian hyper stimulation (COH) in in‐vitro fertilisation (IVF)" (RSS791).

  • Allersma 2013: "Natural cycle IVF for subfertile couples" (TA1860).

  • Kalampokas 2017: "Glucocorticoid supplementation during ovarian stimulation for IVF or ICSI" (BKT841).

  • Lensen 2018: "Individualised gonadotropin dose selection using markers of ovarian reserve for women undergoing in vitro fertilisation plus intracytoplasmic sperm injection (IVF/ICSI)" (SL1977).

4.1. Medication type

Kamath 2017 found insufficient evidence to determine whether clomiphene citrate or letrozole with or without gonadotrophins differed from gonadotrophins in GnRH agonist or antagonist protocols with respect to their effects on live birth (low‐quality evidence) or pregnancy rates (low‐ to moderate‐quality evidence), either in the general population of women undergoing IVF treatment or among women who were poor responders. Use of clomiphene or letrozole led to a reduction in the quantity of gonadotrophins required and the incidence of OHSS (low‐quality evidence). However, use of clomiphene citrate or letrozole appeared to be associated with an increase in the incidence of cycle cancellations, as well as with reductions in the mean number of oocytes retrieved in both the general IVF population and among poor responders.

Pouwer 2015 compared long‐acting versus daily follicle‐stimulating hormone (FSH) and reported no clear evidence of a difference between groups in live birth rates or OHSS (moderate‐quality evidence). A subgroup analysis of doses of long‐acting FSH yielded evidence of reduced live birth rate among women who received lower doses (60 to 120 μg) of long‐acting FSH compared with daily FSH (moderate‐ quality evidence). Evidence was insufficient to show whether there was a difference in live birth rates in medium‐dose (moderate‐quality evidence) or high‐dose (very low‐quality evidence) subgroups, or an effect on any of the other fertility outcomes examined. A medium dose of long‐acting FSH appeared to be a safe treatment option and seemed as effective as daily FSH. The review authors indicated that further research is needed to determine whether long‐acting FSH is safe and effective for use in hyper‐responders or poor responders and in women with all causes of subfertility.

Mochtar 2017 found no clear evidence of a difference between recombinant luteinising hormone (rLH) combined with recombinant follicle‐stimulating hormone (rFSH) and rFSH alone in rates of live birth (very low‐quality evidence) or OHSS (low‐quality evidence), but evidence suggested that use of rLH combined with rFSH may lead to more clinical pregnancies than use of rFSH alone (moderate‐quality evidence). Results show little or no difference between groups in rates of miscarriage (moderate‐quality evidence). The review authors concluded that the evidence was insufficient to encourage or discourage stimulation regimens that include rLH combined with rFSH in IVF/ICSI cycles.

van Wely 2011 reported insufficient evidence to show whether there was a difference in live birth rates (high‐quality evidence) or in clinical pregnancy rates (moderate‐quality evidence) when rFSH was compared with any of the other gonadotrophins, irrespective of the down‐regulation protocol used. The gonadotrophins compared appeared to be equally effective. The review authors concluded that the clinical choice of gonadotrophin should depend on availability, convenience, and cost, and that turther research on these comparisons was unlikely to identify substantive differences in effectiveness or safety.

Martins 2013 concluded that the effect on live birth of using low‐dose hCG to replace FSH during the late follicular phase of COH in women undergoing ART compared with conventional COH was very uncertain (very low‐quality evidence). Evidence suggested that this intervention did not influence the chance of clinical pregnancy (low‐quality evidence), and that it was likely to result in an equivalent number of oocytes retrieved, with less FSH expended. The review authors suggested that more studies are needed to strengthen the evidence regarding the effect of this intervention on important reproductive outcomes.

Farquhar 2017 found that among women undergoing ovarian stimulation in antagonist protocols, pre‐treatment with the combined oral contraceptive pill (COCP) was associated with a lower rate of live birth or ongoing pregnancy than no pre‐treatment (moderate‐quality evidence). Evidence was insufficient to show whether rates of live birth or ongoing pregnancy were influenced by pre‐treatment with progestogens or oestrogens (low‐ to moderate‐quality evidence), or by COCP pre‐treatment using other stimulation protocols (low‐quality evidence). Findings on adverse events were inconclusive, except that progesterone pre‐treatment may reduce the risk of ovarian cysts in agonist cycles, and COCP in antagonist cycles may reduce the risk of pregnancy loss compared with no pre‐treatment in agonist cycles.

Kalampokas 2017 concluded that the safety and effectiveness of glucocorticoid administration in women undergoing controlled ovarian hyperstimulation for IVF/ICSI cycle glucocorticoids were unclear owing to lack of data. Glucocorticoids may increase clinical pregnancy rates but may have little or no impact on live birth rates (low‐quality evidence).

Lensen 2018 found no conclusive evidence to show that tailoring the FSH dose in any particular ovarian reserve test (ORT) population influenced rates of live birth/ongoing pregnancy (low‐quality evidence). In predicted high responders, lower doses of FSH seemed to reduce the overall incidence of moderate and severe OHSS (very low‐quality evidence). ORT‐based individualisation was associated with live birth/ongoing pregnancy rates similar to a policy of giving all women 150 IU (moderate‐quality evidence). ORT algorithms reduced the incidence of OHSS compared with standard dosing of 150 IU, but the size of the effect was unclear (low‐quality evidence).

4.2. Monitoring

Kwan 2014 found no evidence to suggest that combined monitoring of ovarian stimulation by ultrasound plus serum oestradiol was more efficacious than ultrasound alone, with regard to clinical pregnancy rates and incidence of OHSS (low‐quality evidence).

4.3. Interventions for poor responders

Pandian 2010 summarised the evidence from 10 RCTs and suggested that evidence is insufficient to support the routine use of any one particular intervention for the treatment of women who are 'poor responders'. Only one of the trials reported on live birth (low‐ to very low‐quality evidence).

4.4. Natural cycle IVF

Allersma 2013 found no clear evidence of a difference between natural cycle and standard IVF in subfertile couples with regard to rates of live birth (very low‐quality evidence), OHSS (very low‐quality evidence), clinical pregnancy (low‐quality evidence), multiple pregnancy (very low‐quality evidence), or other outcomes (ongoing pregnancy, number of oocytes retrieved, number of cycles needed to conceive, cumulative pregnancy, cycle cancellation, gestational abnormalities, cancellation of treatment due to patient motivation, or adverse effects).

5. Ovulation triggering

We identified two reviews that reported on ovulation triggering.

  • Youssef 2014: "Gonadotropin‐releasing hormone agonist versus hCG for oocyte triggering in antagonist assisted reproductive technology" (MM1690).

  • Youssef 2016a: "Recombinant versus urinary human chorionic gonadotrophin for final oocyte maturation triggering in IVF and ICSI cycles" (HA413).

Youssef 2014 reported evidence of lower live birth rate (moderate‐quality evidence), reduced ongoing pregnancy rate (low‐quality evidence), and higher miscarriage rate (moderate‐quality evidence) in women who received a GnRH agonist for final oocyte maturation triggering compared with women given hCG in fresh autologous cycles (women's own eggs). However, the incidence of OHSS was lower in the GnRH agonist group (moderate‐quality evidence).

Youssef 2016a found no clear evidence of a difference between recombinant human chorionic gonadotrophin (rhCG) and urinary human chorionic gonadotrophin (uhCG), or between recombinant human luteinising hormone (rhLH) and uhCG, with respect to rates of live birth or ongoing pregnancy (moderate‐quality evidence), clinical pregnancy (moderate‐quality evidence), OHSS (low‐quality evidence), or miscarriage (low‐quality evidence).

6. Oocyte retrieval

We identified three reviews.

  • Reavey 2016: "Human chorionic gonadotrophin priming for fertility treatment with in vitro maturation" (IG1250).

  • Kwan 2018: "Pain relief for women undergoing oocyte retrieval for assisted reproduction" (IOK971).

  • Georgiou 2018: "Follicular flushing during oocyte retrieval in assisted reproductive techniques" (SW811).

Reavey 2016 found insufficient evidence to determine whether hCG priming had an effect on rates of live birth (low‐quality evidence) or miscarriage (low‐quality evidence) in oocyte maturation in vivo (IVM). Evidence suggested that hCG priming might reduce clinical pregnancy rates (low‐quality evidence), but these findings were limited by the small quantity of data included.

Kwan 2018 compared a variety of head‐to‐head and placebo‐controlled interventions for conscious sedation. The study reporting live birth described a higher birth rate following conscious sedation plus electroacupuncture plus paracervical block compared with conscious sedation plus paracervical block (low‐quality evidence). There was no evidence of a difference in clinical pregnancy rate for the same comparison. Simultaneous use of sedation combined with analgesia such as the opiates, further enhanced by paracervical block or acupuncture techniques, resulted in better pain relief than occurred with one modality alone. The review did not support one particular method or technique over another for providing effective conscious sedation and analgesia for pain relief during and after oocyte recovery (low‐ or very low‐quality evidence for most comparisons).

Georgiou 2018 reported that follicular flushing probably has little or no effect on live birth rates or clinical pregnancy rates compared with aspiration alone. Evidence was insufficient to permit any firm conclusions with regard to adverse events or safety.

7. Sperm retrieval

We identified two reviews.

  • Proctor 2008: "Techniques for surgical retrieval of sperm prior to intra‐cytoplasmic sperm injection (ICSI) for azoospermia" (AMVP611).

  • McDowell 2014: "Advanced sperm selection techniques for assisted reproduction" (SMD1810).

Proctor 2008 reported evidence based on a single trial. The review authors concluded that the evidence was insufficient to allow recommendations on any specific sperm retrieval technique for azo‐ospermic men undergoing ICSI. The single trial provided some evidence that microsurgical epididymal sperm aspiration (MESA) was associated with a lower pregnancy rate than the micropuncture with perivascular nerve stimulation technique (low‐quality evidence).

McDowell 2014 reported that evidence was insufficient to show whether sperm selected by hyaluronic acid binding improves rates of live birth or clinical pregnancy (low‐quality evidence), or whether there is a difference in efficacy between the hyaluronic acid binding methods SpermSlow and PICSI (physiological intracytoplasmic sperm injection). Review authors found no randomised evidence evaluating sperm selection by sperm apoptosis, sperm birefringence, or surface charge.

8. Laboratory phase

We identified 10 reviews.

  • Carney 2012: "Assisted hatching on assisted conception (in vitro fertilisation (IVF) and intracytoplasmic sperm injection (ICSI))" (MWS391).

  • Glujovsky 2014: "Vitrification versus slow freezing for women undergoing oocyte cryopreservation" (DG1352).

  • Van Rumste 2003: "Intra‐cytoplasmic sperm injection versus conventional techniques for oocyte insemination during in vitro fertilisation in couples with non‐male subfertility" (MVR461).

  • Bontekoe 2012: "Low oxygen concentrations for embryo culture in assisted reproductive technologies" (SB1283).

  • Twisk 2006; "Preimplanation genetic screening for abnormal numbers of chromosomes (aneuploidies) in in vitro fertilisation or intracytoplasmic sperm injection" (SMA991).

  • Huang 2013: "Brief co‐incubation of sperm and oocytes for in vitro fertilization techniques" (ZH1093).

  • Teixeira 2013: "Regular (ICSI) versus ultra‐high magnification (IMSI) sperm selection for assisted reproduction" (WPM1800).

  • Armstrong 2015: "Time‐lapse systems for embryo incubation and assessment in assisted reproduction" (SCA1950).

  • Youssef 2015: "Culture media for human pre‐implantation embryos in assisted reproductive technology cycles" (MM1610).

  • Siristatidis 2018: "Metabolomics for improving pregnancy outcomes in women undergoing assisted reproductive technologies" (CS1968).

Carney 2012 found no evidence of an influence on live birth rates from assisted hatching compared with no assisted hatching (moderate‐quality evidence). Although assisted hatching (AH) appeared to offer an increased chance of achieving a clinical pregnancy, the finding only just reached statistical significance (moderate‐quality evidence). The included trials provided insufficient data to show the impact of AH on several important outcomes, and most trials failed to report live birth rates. Miscarriage rates per woman were similar in both groups (moderate‐quality evidence), but multiple pregnancy rates were increased in the AH groups (low‐quality evidence).

Glujovsky 2014 found that vitrification probably increased clinical pregnancy rates compared with slow freezing (moderate‐quality evidence). However the total number of women and of pregnancies was low. No data were available on live birth or adverse events.

Van Rumste 2003 reported that neither live birth nor miscarriage rates or other adverse events were reported in the single trial in their review. Evidence was insufficient to show whether there was a difference in clinical pregnancy rates between ICSI and IVF (low‐quality evidence).

Bontekoe 2012 reported an increase in live birth rates associated with embryo culture using low oxygen concentrations (˜5%) compared with atmospheric oxygen concentrations (˜20%) (moderate‐quality evidence). This equated to an increase from a 30% success rate to 32% to 42% success with low oxygen concentrations. Similar results were reported for ongoing and clinical pregnancy rates. Review authors found no clear evidence of an increase in adverse events (multiple pregnancy or miscarriage (low‐quality evidence)) associated with embryo culture with low oxygen concentrations.

Twisk 2006 reported that live birth rates were lower following IVF or ICSI with pre‐implantation genetic screening with fluorescent in situ hybridisation compared with no pre‐implantation genetic screening, both in women with advanced age (moderate‐quality evidence) and in those with repeated IVF failure (very low‐quality evidence). For women with a good prognosis, no clear evidence suggested a difference between intervention and control groups (very low‐quality evidence). Until further research findings are available for newer techniques in pre‐implantation genetic screening, the review authors do not recommend the routine offer of screening to couples undergoing IVF or ICSI.

Huang 2013 reported that brief co‐incubation of sperm and oocytes may improve ongoing pregnancy and clinical pregnancy rates for infertile women undergoing IVF cycles, although more RCTs are required (low‐quality evidence).

Teixeira 2013 reported that evidence was insufficient to show whether there was a difference between regular (ICSI) and ultra‐high magnification sperm selection (IMSI) with respect to rates of live birth (low‐quality evidence) and miscarriage (very low‐quality evidence), and evidence suggesting that IMSI improved clinical pregnancy was of very low quality. There was no indication that IMSI increased congenital abnormalities.

Armstrong 2015 reported that evidence of any difference in rates of live birth (moderate‐quality evidence), miscarriage (low‐quality evidence), or stillbirth or clinical pregnancy (low‐quality evidence) is insufficient to guide selection of time‐lapse systems and conventional incubation.

Youssef 2015 concluded that evidence was insufficient to support or refute the use of any specific culture medium (very low‐quality evidence). Properly designed and executed randomised trials are necessary.

Siristatidis 2018 concluded that evidence was insufficient to show whether metabolomic assessment of embryos before implantation had any meaningful effect on rates of live birth, ongoing pregnancy, or miscarriage. All evidence was of low quality.

9. Embryo transfer

We identified 10 reviews that looked at embryo transfer.

  • Glujovsky 2016: "Cleavage stage versus blastocyst stage embryo transfer in assisted reproductive technology" (DB551).

  • Brown 2016: "Day three versus day two embryo transfer following in vitro fertilisation or intracytoplasmic sperm injection" (CO226).

  • Pandian 2013: "Number of embryos for transfer following in vitro fertilisation or intra cytoplasmic sperm injection" (ZP661).

  • Ata 2018: "Application of seminal plasma to female genital tract prior to embryo transfer in assisted reproductive technology cycles (IVF, ICSI and frozen embryo transfer)" (BA1920).

  • Bontekoe 2014: "Adherence compounds in embryo transfer media for assisted reproductive technologies" (DB552).

  • Derks 2009: "Techniques for preparation prior to embryo transfer" (SV602).

  • Kroon 2012: "Antibiotics prior to embryo transfer in ART" (EN1382).

  • Brown 2016a: "Ultrasound versus 'clinical touch' for catheter guidance during embryo transfer in women" (JB604).

  • Abou‐Setta 2014: "Post‐embryo transfer interventions for assisted reproduction technology cycles" (AAS605).

  • Craciunas 2016: "Intrauterine administration of human chorionic gonadotropin (hCG) for subfertile women undergoing assisted reproduction" (LC1966).

9.1. Developmental stage

Glujovsky 2016 reported that fresh blastocyst stage transfer was associated with higher rates of live birth (low‐quality evidence) and clinical pregnancy (moderate‐quality evidence) than were seen with fresh cleavage stage transfer, but blastocyst transfer was also associated with a reduction in the number of embryos transferred and in the number for embryo freezing. Evidence was insufficient to show whether there was a difference between groups in cumulative pregnancy rates derived from fresh and frozen‐thawed cycles following a single oocyte retrieval, but the evidence for this outcome was of very low quality. Thus, although benefit favours blastocyst transfer in fresh cycles, it remains unclear whether the day of transfer impacts cumulative live birth and pregnancy rates.

9.2. Number of embryos

Pandian 2013 found that in a single assisted reproduction cycle, the live birth rate was lower following single embryo transfer than after double embryo transfer (high‐quality evidence). Elective single embryo transfer resulted in fewer multiple pregnancies than double embryo transfer (high‐quality evidence). Although pregnancy and live birth rates per fresh IVF cycle were lower, the cumulative live birth rate associated with single embryo transfer followed by a single frozen and thawed embryo transfer was comparable with that after one cycle of double embryo transfer (low‐quality evidence).

9.3. Transfer techniques and procedures

Ata 2018 found insufficient evidence to show whether there was a difference between seminal plasma and standard ART groups in rates of live birth (low‐quality evidence) or miscarriage (low‐quality evidence). Low‐quality evidence suggested that seminal plasma application may be associated with more clinical pregnancies than standard ART, and low‐quality evidence suggested little or no difference between groups in rates of multiple pregnancy. Evidence was insufficient to permit any conclusions about the risk of ectopic pregnancy, and no data were available on infectious complications or other adverse events. The review authors concluded that seminal plasma application is worth further investigation, with focus on live birth and miscarriage rates.

Bontekoe 2014 reported on the use of adherence compounds in embryo transfer media. They found evidence of improved rates of live birth (moderate‐quality evidence) and pregnancy with use of functional concentrations of hyaluronic acid, along with an increase in multiple pregnancy rates (moderate‐quality evidence). The review authors suggested that the increased multiple pregnancy rate might be the result of use of an adherence compound together with a policy of transferring more than one embryo.

Derks 2009 reported on a variety of techniques that could be used at the time of embryo transfer. Few studies reported live birth, but moderate‐quality evidence showed that cervical dilatation was associated with a lower live birth rate than no intervention. Evidence was insufficient to show whether straightening the endocervical angle, having a full bladder, removing cervical mucus, or flushing the endometrial or endocervical cavity at the time of embryo transfer had an effect on fertility outcomes (low‐ to moderate‐quality evidence). Review authors identified no trials for dummy transfer, change of position during transfer, use of a tenaculum, or embryo afterloading.

Kroon 2012 noted that although upper genital tract microbial contamination may have been reduced by the use of antibiotics, no clear evidence indicated that the use of amoxicillin plus clavulanic acid influenced the clinical pregnancy rate compared with use of no antibiotics (moderate‐quality evidence). Live births were not reported.

Brown 2016 reported very low‐quality evidence suggesting no difference between day three and day two embryo transfer for live birth, ongoing pregnancy, or clinical pregnancy. Moreover, review authors found no clear evidence of a difference for other outcomes, including multiple pregnancy (moderate‐quality evidence) and miscarriage (moderate‐quality evidence).

Brown 2016a reported that the evidence suggests that ultrasound guidance improves rates of live birth (low‐quality evidence) and clinical pregnancy (moderate‐quality evidence) compared with clinical touch, without increasing the chance of multiple pregnancy (moderate‐quality evidence), ectopic pregnancy, or miscarriage (low‐quality evidence).

Abou‐Setta 2014 concluded that evidence was insufficient to support a certain amount of time for women to remain recumbent following ET (moderate‐quality evidence), or to support the use of fibrin sealants (low‐quality evidence). Review authors found limited evidence to support the use of mechanical closure of the cervical canal following embryo transfer (very low‐quality evidence).

Craciunas 2016 concluded that live birth and pregnancy outcomes for cleavage‐stage embryo transfer with an intra‐cavity human chorionic gonadotropin (IC‐hCG) dose of 500 international units or greater were promising (moderate‐quality evidence). However this finding was derived from a subgroup analysis. The review authors found no evidence that miscarriage was influenced by intrauterine hCG administration, irrespective of embryo stage at transfer or dose of IC‐hCG (very low‐quality evidence), and events were too few to allow any conclusions with regard to other complications.

9.4 Interventions for recurrent implantation failure

No reviews have yet been published on this topic. One (Nastri 2013) is at protocol stage.

10. Luteal phase support

We identified three reviews.

  • van der Linden 2015: "Luteal phase support in ART cycles" (MV263).

  • Boomsma 2012: "Peri‐implantation glucocorticoid administration for assisted reproductive technology cycles" (CMB126).

  • Akhtar 2013: "Heparin for assisted reproduction" (MA1441).

van der Linden 2015 reported that progesterone appeared to be the best method of providing luteal phase support, as it was associated with higher rates of live birth or ongoing pregnancy and of clinical pregnancy than placebo (low‐quality evidence) and lower rates of OHSS than hCG. Moreover, addition of one or more doses of GnRH agonists to progesterone was associated with higher live birth and ongoing pregnancy rates than progesterone alone (low‐quality evidence). Overall, addition of other substances such as oestrogen or hCG did not seem to improve outcomes. The route of progesterone administration did not seem to matter (low‐quality evidence for most comparisons).

Boomsma 2012 reported no overall differences between peri‐implantation glucocorticoids and no glucocorticoids for rates of live birth (low‐quality evidence) or clinical pregnancy (moderate‐quality evidence). However, a subgroup analysis indicated that for couples undergoing IVF, evidence suggested a higher clinical pregnancy rate for peri‐implantation glucocorticoids than for no glucocorticoids. This difference was not observed in couples undergoing ICSI. The review authors urged caution in extrapolating conclusions from this subgroup analysis.

Akhtar 2013 reported that peri‐implantation low molecular weight heparin in ART cycles may improve rates of live birth (very low‐quality evidence) and clinical pregnancy (low‐quality evidence). Side effects were reported with the use of heparin, and no reliable data on long‐term effects were available. The review authors concluded that their results do not justify use of heparin outside of well‐conducted research trials.

11. Prevention of ovarian hyperstimulation syndrome (OHSS)

We identified four reviews that examined prevention of OHSS.

[See also Al‐Inany 2016: "Gonadotrophin‐releasing hormone (GnRH) antagonists for ART" in Section 3; and Youssef 2014: "GnRHa versus hCG for oocyte triggering in antagonist ART cycles" in Section 5.]

  • Tang 2016: "Dopamine agonists for preventing ovarian hyperstimulation syndrome" (TH1338).

  • D'Angelo 2007: "Embryo freezing for preventing ovarian hyperstimulation syndrome" (ADA561).

  • D'Angelo 2017: "Coasting (withholding gonadotrophins) for preventing ovarian hyperstimulation syndrome" (ADA563).

  • Youssef 2016: "Volume expanders for the prevention of ovarian hyperstimulation syndrome" (PMA481).

Tang 2016 reported that dopamine agonists seemed effective for prevention of moderate or severe OHSS in women at high risk of OHSS (low‐quality evidence). Review authors found no clear evidence of a difference in rates of live birth (low‐quality evidence), clinical pregnancy (moderate‐quality evidence), multiple pregnancy (very low‐quality evidence), or miscarriage (low‐quality evidence). However, dopamine agonists might increase the risk of adverse events, such as gastrointestinal symptoms.

D'Angelo 2007 identified only two randomised trials. The review authors concluded that the evidence was insufficient to support routine cryopreservation and the relative merits of intravenous albumin versus cryopreservation in the reduction of OHSS (very low‐quality evidence). Evidence was insufficient to show whether there was a difference in rates of live birth or clinical pregnancy (low‐quality evidence).

D'Angelo 2017 found very low‐quality evidence to suggest that coasting reduced rates of moderate or severe OHSS more than no coasting. Review authors found no evidence to suggest that coasting was more beneficial than other interventions (early unilateral follicular aspiration, GnRH antagonist, FSH co‐trigger, cabergoline), except that very low‐quality evidence from a single small study suggested that using FSH co‐trigger at the time of hCG administration may be better for reducing the risk of OHSS than coasting. Data were too few to show clearly whether there was a difference between groups for any other outcomes (low‐quality evidence).

Youssef 2016 reported that the plasma expanders assessed (human albumin, hydroxyethyl starch (HES), and mannitol) reduced rates of moderate and severe OHSS for women at high risk. Review authors provided no data on live birth but reported evidence that human albumin reduces clinical pregnancy rates (moderate‐quality evidence). Although there was no evidence that HES or mannitol had any influence on pregnancy rates, information on effectiveness was based on low‐ or very low‐quality evidence from very few trials, which needs to be confirmed in additional, larger RCTs.

12. Frozen embryo replacement cycles

We identified three reviews that examined frozen cycles.

  • Wong 2017: "Fresh versus frozen embryo transfers in assisted reproduction" (KMW1790).

  • Ghobara 2017: "Cycle regimens for frozen‐thawed embryo transfer (FET)" (TG691).

  • Glujovsky 2010: "Endometrial preparation for women undergoing embryo transfer with frozen embryos or embryos derived from donor oocytes" (DG1351).

Wong 2017 compared a freeze‐all strategy for embryo transfer versus a conventional strategy with transfer of fresh and subsequent frozen‐thawed embryos, and found that neither strategy was superior to the other in terms of cumulative live birth rates (moderate‐quality evidence). Evidence suggested that not performing a fresh transfer lowers risk for women at risk of OHSS.

Ghobara 2017 did not find sufficient evidence to support the use of one cycle regimen in preference to another in preparation for frozen‐thawed embryo transfer (FET) in women with regular ovulatory cycles (low‐ or very low‐quality evidence for live birth).

Glujovsky 2010 reported insufficient evidence to show whether one particular intervention for endometrial preparation clearly improves the treatment outcome for women receiving embryo transfers with either frozen embryos or embryos derived from donated oocytes. However, the review authors found evidence of a lower pregnancy rate and a higher cycle cancellation rate when progesterone supplementation was commenced before oocyte retrieval in oocyte donation cycles (moderate‐quality evidence). Adequately powered studies are needed to evaluate each treatment more accurately.

Discussion

Summary of main results

We have summarised the main results of the included reviews by categorising their findings in the following framework.

  • Effective interventions: indicating that the review found evidence of effectiveness (or improved safety) for an intervention.

  • Promising interventions (more evidence needed): indicating that the review found some evidence of effectiveness (or improved safety) for an intervention, but more evidence is needed.

  • Ineffective interventions: indicating that the review found evidence of lack of effectiveness (or reduced safety) for an intervention.

  • Possibly ineffective interventions (more evidence needed): indicating that the review found evidence suggesting lack of effectiveness (or reduced safety) for an intervention, but more evidence is needed.

  • No conclusions possible due to lack of evidence: indicating that the review found insufficient evidence to comment on the effectiveness or safety of an intervention.

The choice of category reflected the conclusions of the authors of the individual reviews, in the judgement of the overview authors. There were no disagreements between the overview authors.

1. Indication for assisted reproductive technology (ART)

Promising interventions (more evidence needed)
  • In women with unexplained subfertility, evidence suggests that in vitro fertilisation (IVF) may be associated with higher live birth rates than unstimulated intrauterine insemination (IUI) (low‐quality evidence), and in women pre‐treated with clomiphene + IUI, IVF appeared to be associated with higher birth rates than IUI + gonadotropins (moderate‐quality evidence) (Pandian 2015)

No conclusions possible due to lack of evidence
  • In women with unexplained subfertility, there was no conclusive evidence of a difference in live birth rates between IVF and expectant management (very low‐quality evidence), and in those who were treatment‐naive, there was insufficient evidence to determine whether there was a difference in live birth rates between IVF and IUI + gonadotropins or between IVF and IUI + clomiphene (moderate‐quality evidence) (Pandian 2015)

  • IVF versus tubal reanastomosis (sterilisation reversal) for subfertility after tubal sterilisation: no randomised controlled trials (RCTs) found (Yossry 2006)

  • In vitro maturation in subfertile women with polycystic ovarian syndrome (PCOS) undergoing assisted reproduction: no RCTs found (Siristatidis 2009)

2. Pre‐ART and adjuvant strategies

Effective interventions
  • Endometrial injury in women undergoing ART procedures: endometrial injury performed in the month before ovulation induction for ART appeared to increase both the live birth or ongoing pregnancy rate and the clinical pregnancy rate (moderate‐quality evidence). Evidence was insufficient to show whether there was a difference between groups in miscarriage, multiple pregnancy, or bleeding rates (low‐ to very low‐quality evidence). Evidence suggests that endometrial injury on the day of oocyte retrieval was associated with a lower live birth or ongoing pregnancy rate (low‐quality evidence) (Nastri 2015)

  • Growth hormone for IVF: use of growth hormone in poor responders was associated with significant improvement in live birth rates (moderate‐quality evidence) (Duffy 2010)

  • Metformin treatment before and during IVF or intracytoplasmic sperm injection (ICSI) in women with PCOS: there was no clear evidence that metformin treatment before or during ART cycles improved live birth rates (low‐quality evidence). However, use of this insulin‐sensitising agent increased clinical pregnancy rates and decreased the risk of OHSS (moderate‐quality evidence) (Tso 2014)

  • Surgical treatment for tubal disease in women due to undergo IVF: laparoscopic tubal occlusion was suggested as an alternative to laparoscopic salpingectomy in improving IVF pregnancy rates among women with hydrosalpinges (moderate‐quality evidence) (Johnson 2010)

Promising interventions (more evidence needed)
  • Antioxidants for male subfertility: oral antioxidants given to men in couples with male factor or unexplained subfertility may improve live birth rates (low‐quality evidence), but more evidence is needed (low‐quality evidence) (Showell 2014)

  • Vasodilators for women undergoing fertility treatment: vasodilators may increase clinical pregnancy rates in women undergoing ART (low‐quality evidence). Evidence was insufficient to show whether an effect on live birth rates was found, but few studies reported this outcome (moderate‐quality evidence) (Gutarra‐Vilchez 2014)

  • In women undergoing ART who are identified as poor responders, pre‐treatment with dehydroepiandrosterone (DHEA) or testosterone may be associated with improved live birth rates (moderate‐quality evidence). Evidence is insufficient to permit conclusions about the safety of either androgen (Nagels 2015)

  • In women undergoing ART who are identified as poor responders, use of growth hormone appears to increase live birth and clinical pregnancy rates (moderate‐ to high‐quality evidence) (Duffy 2010)

Possibly ineffective interventions (more evidence needed)
  • Acupuncture and ART: evidence was insufficient to show whether acupuncture improves live birth or pregnancy rates in assisted conception (low‐quality evidence) (Cheong 2013)

  • Interventions for women with endometrioma before ART: evidence was insufficient to show whether there was an effect on reproductive outcomes in any of the four included trials. Therapies considered included surgery, medicines, and expectant management (low‐ to very low‐quality evidence) (Benschop 2010)

  • Antioxidants for female subfertility: evidence was insufficient to show whether antioxidants were associated with an effect on live birth rates (very low‐quality evidence), nor was there a clear difference between groups in clinical pregnancy rates (very low‐quality evidence), although more evidence is needed (Showell 2017)

  • Ovarian cyst aspiration before in vitro fertilisation treatment for subfertility: evidence is insufficient to show whether cyst aspiration was associated with an effect on clinical pregnancy rates (very low‐quality evidence). None of the studies reported live birth (McDonnell 2014)

No conclusions possible due to lack of evidence
  • Pre‐conception lifestyle advice for people with subfertility: evidence was insufficient to permit a conclusion, with only one RCT (Anderson 2010)

  • Aspirin for IVF: evidence from adequately powered RCTs was insufficient to permit a conclusion (Siristatidis 2016)

3. Down‐regulation with agonists or antagonists

Effective interventions
  • Gonadotrophin‐releasing hormone agonist (GnRHa) protocols for pituitary suppression in assisted reproductive technology cycles: the pregnancy rate was higher when GnRHa was used in a long protocol as compared to a short protocol (moderate‐quality evidence) (Siristatidis 2015)

  • Gonadotrophin‐releasing hormone (GnRH) antagonists for ART: use of GnRH antagonists compared with long‐course GnRH agonist protocols was associated with a substantial reduction in ovarian hyperstimulation syndrome (OHSS) without reducing the likelihood of achieving live birth (moderate‐quality evidence) (Al‐Inany 2016)

  • Long‐term pituitary down‐regulation before IVF for women with endometriosis: administration of GnRHa for a period of three to six months before IVF or ICSI in women with endometriosis increased the odds of clinical pregnancy (very low‐quality evidence) (Sallam 2006)

Possibly ineffective interventions (more evidence needed)
  • Depot versus daily administration of GnRHa protocols for pituitary desensitisation in assisted reproduction cycles: evidence was insufficient to show whether there was a difference in live birth or pregnancy outcomes between depot and daily GnRHa use for pituitary down‐regulation in IVF cycles using the long protocol, but substantial differences could not be ruled out (low‐ to moderate‐quality evidence) (Albuquerque 2013)

4. Ovarian stimulation

Effective interventions
  • Recombinant versus urinary gonadotrophin for ovarian stimulation in ART cycles: it appears that all available gonadotrophins were equally effective and safe. Review authors stated that the choice of one or the other product would depend upon the availability of the product, the convenience of its use, and the associated costs, and that any specific differences were likely to be too small to justify further research (moderate‐ to high‐quality evidence) (van Wely 2011)

  • Long‐acting follicle‐stimulating hormone (FSH) versus daily FSH for women undergoing assisted reproduction: use of a medium dose (150 to 180 μg) of long‐acting follicle‐stimulating hormone (FSH) appeared to be a safe treatment option and as effective as daily FSH in women with unexplained subfertility. There was evidence of a reduced live birth rate in women receiving a low dose (60 to 120 μg) of long‐acting FSH compared to daily FSH (moderate‐quality evidence) (Pouwer 2015)

  • Individualised gonadotrophin dose selection using markers of ovarian reserve for women undergoing IVF/ICSI: a decreased dose of FSH in predicted high responders appeared to reduce the likelihood of moderate or severe OHSS (low‐quality evidence). Furthermore, ovarian reserve test (ORT) algorithms reduced the incidence of OHSS compared to standard dosing of 150 IU, probably by facilitating dose reductions among women with a predicted high response (moderate‐quality evidence) (Lensen 2018)

Promising interventions (more evidence needed)
  • Recombinant luteinising hormone (rLH) for controlled ovarian hyperstimulation (COH) in assisted reproductive cycles: there is no clear evidence that co‐administration of rLH to recombinant follicle‐stimulating hormone (rFSH) in GnRHa down‐regulated women resulted in more live births or fewer cases of OHSS than COH with rFSH alone (very low‐ or low‐quality evidence). Nevertheless, pooled clinical and ongoing pregnancy estimates suggested a beneficial effect of co‐treatment with rLH (moderate‐quality evidence) (Mochtar 2017)

  • Use of clomiphene or letrozole for COH (with or without gonadotrophins) reduced the quantity of gonadotrophins required and the incidence of OHSS. Evidence was insufficient to determine whether there was any effect on live birth or pregnancy rates (low‐ to moderate‐quality evidence). However, use of clomiphene citrate or letrozole was possibly associated with an increase in the incidence of cycle cancellations, as well as reductions in the mean number of oocytes retrieved, in both the general IVF population and among poor responders, so the review authors suggested that further evidence is needed before they are adopted into routine clinical practice (low‐ to moderate‐quality evidence) (Kamath 2017)

  • FSH replaced by low‐dose human chorionic gonadotropin (hCG) in the late follicular phase versus FSH alone for ARTs: the review authors were very uncertain about the effect on live birth, OHSS, and miscarriage, but evidence suggests that this intervention did not reduce the chance of ongoing and clinical pregnancy, and that it was likely to result in an equivalent number of oocytes retrieved while expending less FSH (very low‐quality evidence) (Martins 2013)

  • Natural cycle IVF for subfertile couples: there was no clear evidence of a difference between natural cycle and standard IVF for outcomes including live birth, OHSS, clinical pregnancy, and multiple pregnancy (very low‐quality evidence) (Allersma 2013)

Possibly ineffective interventions (more evidence needed)
  • Monitoring of stimulated cycles in assisted reproduction (IVF and ICSI): RCTs provided no evidence to support cycle monitoring by ultrasound plus serum oestradiol was more efficacious than cycle monitoring by ultrasound only on the outcomes of clinical pregnancy and OHSS. A large well‐designed RCT is needed (low‐quality evidence) (Kwan 2014)

  • Combined oral contraceptive pill (COCP), progestogen or oestrogen pre‐treatment for ovarian stimulation protocols for women undergoing ARTs: COCP pre‐treatment was associated with a lower rate of live birth or ongoing pregnancy than no pre‐treatment (moderate‐quality evidence). Evidence was insufficient to show whether rates of live birth or ongoing pregnancy were influenced by pre‐treatment with progestogens or oestrogens, or by COCP pre‐treatment using other stimulation protocols (low‐ to moderate‐quality evidence) (Farquhar 2017)

  • The safety and effectiveness of glucocorticoid administration in women undergoing COH for IVF/ICSI cycles were unclear because data were lacking. Glucocorticoids may increase the clinical pregnancy rates but may have little or no impact on live birth rates (low‐quality evidence) (Kalampokas 2017)

  • Individualised gonadotrophin dose selection using markers of ovarian reserve for women undergoing IVF/ICSI: current evidence did not provide a clear justification for adjusting the standard dose of 150 IU in the case of poor or normal responders (low‐quality evidence) (Lensen 2018)

No conclusions possible due to lack of evidence
  • Interventions for 'poor responders' to COH in IVF: evidence was insufficient to support the routine use of any particular intervention for pituitary down‐regulation, ovarian stimulation, or adjuvant therapy in the treatment of poor responders to COH in IVF (low‐ to very low‐quality evidence) (Pandian 2010)

5. Ovulation triggering

Effective interventions
  • Recombinant hCG and rLH as the final oocyte maturation triggers did not seem to be better than uhCG for reproductive outcomes of the IVF or ICSI cycle, as there was no clear evidence of a difference between rhCG and uhCG (moderate‐quality evidence), or between rhLH and uhCG (very low‐quality evidence), with respect to rates of live birth or ongoing pregnancy (Youssef 2016a)

  • GnRHa versus hCG for oocyte triggering in antagonist ART cycles: there was evidence of a lower live birth rate (moderate‐quality evidence), a reduced ongoing pregnancy rate (low‐quality evidence), and a higher miscarriage rate (moderate‐quality evidence) among women who received GnRHa. However, OHSS rates were reduced with GnRHa triggering (moderate‐quality evidence); therefore there was a trade off between benefits and harms (Youssef 2014)

6. Oocyte retrieval

Effective interventions
  • Pain relief for women undergoing oocyte retrieval for assisted reproduction: the various approaches and techniques reviewed (five different categories of conscious sedation and analgesia) appeared to be acceptable and were associated with a high degree of satisfaction in women. Simultaneous use of sedation combined with analgesia such as the opiates, further enhanced by paracervical block or acupuncture techniques, resulted in better pain relief than occurred with one modality alone. The review authors proposed that women’s preferences and resource availability for choice of pain relief merit consideration in practice.(low‐ or very low‐quality evidence for most comparisons) (Kwan 2018)

Possibly ineffective interventions (more evidence needed)
  • hCG priming in in vitro maturation: evidence was insufficient to show whether hCG priming had an effect on live birth or miscarriage rates in oocyte maturation in vivo (IVM) (low‐quality evidence). Some evidence suggests that hCG priming may reduce clinical pregnancy rates, but these findings were limited by the small quantity of data included (low‐quality evidence) (Reavey 2016)

Ineffective interventions
  • Follicular flushing during oocyte retrieval may have little or no effect on live birth rates or clinical pregnancy rates compared with aspiration alone (moderate‐quality evidence). Evidence was insufficient to permit any firm conclusions with regard to adverse events or safety (Georgiou 2018)

7. Sperm retrieval

No conclusions possible due to lack of evidence
  • Techniques for surgical retrieval of sperm before ICSI for azo‐ospermia: evidence was insufficient to support recommendations for any specific sperm retrieval technique for azo‐ospermic men undergoing ICSI (only one RCT) (low‐quality evidence) (Proctor 2008)

  • Advanced sperm selection techniques for assisted reproduction: evidence was insufficient to show whether sperm selected by hyaluronic acid binding improves live birth or pregnancy outcomes in ART, or whether there was a difference in efficacy between the hyaluronic acid binding methods SpermSlow and PICSI. Review authors found no randomised evidence evaluating sperm selection by sperm apoptosis, sperm birefringence, or surface charge (low‐quality evidence) (McDowell 2014)

8. Laboratory phase

Effective interventions
  • Low oxygen concentrations for embryo culture in ART: review authors found evidence of an increase in live birth rates associated with embryo culture with low oxygen concentrations (moderate‐quality evidence) (Bontekoe 2012)

Promising interventions (more evidence needed)
  • Assisted hatching on assisted conception (IVF and ICSI): although assisted hatching (AH) appears to offer an increased chance of achieving a clinical pregnancy (moderate‐quality evidence), the extent to which it might do so only just reached statistical significance. Review authors found no evidence of an effect on live birth rates (moderate‐quality evidence), and multiple pregnancy rates were increased in AH groups (low‐quality evidence) (Carney 2012)

  • Brief co‐incubation of sperm and oocytes for IVF techniques: brief co‐incubation of sperm and oocytes may improve ongoing pregnancy and clinical pregnancy rates for women undergoing IVF cycles compared to the standard overnight insemination protocol. More RCTs are required (low‐quality evidence) (Huang 2013)

  • Vitrification probably increases clinical pregnancy rates compared to slow freezing (moderate‐quality evidence). However, the total number of women and of pregnancies was low, and no data on live birth or adverse events.were available (moderate‐quality evidence) (Glujovsky 2014)

Possibly ineffective interventions (more evidence needed)
  • Regular (ICSI) versus ultra‐high magnification sperm selection (IMSI) for assisted reproduction: evidence was insufficient to show whether there was a difference between ICSI and IMSI with respect to rates of live birth (low‐quality evidence) or miscarriage (very low‐quality evidence), and evidence suggesting that IMSI improved clinical pregnancy was of very low quality (Teixeira 2013)

  • Evidence is insufficient to show that metabolomic assessment of embryos before implantation has any meaningful effect on rates of live birth, ongoing pregnancy, or miscarriage (low‐quality evidence) (Siristatidis 2018)

Ineffective interventions
  • Pre‐implantation genetic screening (PGS) for abnormal numbers of chromosomes (aneuploidies) in IVF or ICSI: pre‐implantation genetic screening using fluorescent in situ hybridisation decreased live birth rates among women of advanced maternal age and those with repeated IVF failure. RCTs provided no clear evidence of a difference between groups when PGS was offered to women with a good prognosis (moderate‐quality evidence) (Twisk 2006)

No conclusions possible due to lack of evidence
  • ICSI versus conventional techniques for oocyte insemination during IVF in patients with non‐male subfertility: evidence was insufficient to permit a conclusion, with only one RCT (low‐quality evidence) (Van Rumste 2003)

  • Time‐lapse systems versus conventional embryo incubation and assessment: evidence of differences in live birth, miscarriage, stillbirth, or clinical pregnancy was insufficient to permit a conclusion (low‐ to moderate‐quality evidence) (Armstrong 2015)

  • Evidence is insufficient to support or refute the use of any specific culture medium (very low‐quality evidence). Properly designed and executed randomised trials are necessary (Youssef 2015)

9. Embryo transfer

Effective interventions
  • Ultrasound versus 'clinical touch' for catheter guidance during embryo transfer in women: evidence suggests that ultrasound guidance improves the chance of live birth (low‐quality evidence) and clinical pregnancy (moderate‐quality evidence) compared with clinical touch, without increasing the chance of multiple pregnancy, ectopic pregnancy, or miscarriage (low‐ to moderate‐quality evidence) (Brown 2016a)

  • .Adherence compounds in embryo transfer media for ART: evidence suggested improved live birth and clinical pregnancy rates with the use of hyaluronic acid. Multiple pregnancy rates were also increased in the intervention group, which the review authors suggested might relate to use of an adherence compound together with a policy of transferring more than one embryo (moderate‐quality evidence) (Bontekoe 2014)

  • Number of embryos for transfer following IVF or ICSI: although in a single ART cycle the live birth rate was lower following single‐embryo transfer compared with double‐embryo transfer, elective single embryo transfer resulted in fewer multiple pregnancies than double embryo transfer (high‐quality evidence). The cumulative live birth rate associated with single‐embryo transfer followed by a single frozen and thawed embryo transfer was comparable with that after one cycle of double‐embryo transfer (low‐quality evidence) (Pandian 2013)

  • Evidence suggests that day three and day two embryo transfers following IVF or ICSI are equally effective (very low‐ to moderate‐quality evidence) (Brown 2016)

Promising interventions (more evidence needed)
  • Pregnancy outcomes for cleavage‐stage embryo transfer using an intra‐cavity human chorionic gonadotropin (IC‐hCG) dose of 500 international units or greater are promising. However evidence quality was variable, and this finding was derived from a subgroup analysis. No evidence suggests that miscarriage was influenced by intrauterine hCG administration, irrespective of embryo stage at transfer or dose of IC‐hCG, and events were too few to allow any conclusions to be drawn with regard to other complications. More research is needed (Craciunas 2016)

  • Evidence was insufficient to show whether application of seminal plasma to the genital tract influenced rates of live birth or miscarriage (low‐quality evidence). However, low‐quality evidence suggests that seminal plasma application may be associated with more clinical pregnancies than standard ART. The review authors concluded that the intervention is worth further investigation, with focus on live birth and miscarriage rates

Possibly ineffective interventions (more evidence needed)
  • Techniques for preparation before embryo transfer: evidence was insufficient to show whether benefit was associated with any of the following interventions at the time of embryo transfer: full bladder, removal of cervical mucus, or flushing the endocervical canal or the endometrial cavity (low‐ to moderate‐quality evidence). More and larger studies on embryo transfer preparation techniques are needed (Derks 2009)

  • Antibiotics before embryo transfer in ART: administration of amoxicillin and clavulanic acid before embryo transfer reduced upper genital tract microbial contamination but had no clear effect on clinical pregnancy rates (moderate‐quality evidence). No data were available from RCTs to support or refute other antibiotic regimens in this setting. Future research is warranted (Kroon 2012)

No conclusions possible due to lack of evidence
  • Cleavage‐stage versus blastocyst‐stage embryo transfer in ART: the margin of benefit between cleavage stage and blastocyst transfer is unclear. Although live birth rates were increased with fresh blastocyst transfer, it was also associated with a reduction in the number of embryos transferred and in embryo freezing (low‐quality evidence). Researchers provided insufficient evidence to show whether there was a difference between groups in cumulative pregnancy rates derived from fresh and frozen‐thawed cycles following a single oocyte retrieval (very low‐quality evidence). Future RCTs should report miscarriage and live birth and cumulative live birth rates to facilitate well‐informed decisions on the best treatment option available (Glujovsky 2016)

  • Post‐embryo transfer interventions for patients with IVF and ICSI: evidence was insufficient to support a certain amount of time for women to remain recumbent following embryo transfer, or to support the use of fibrin sealants. Limited evidence was available to support the use of mechanical closure of the cervical canal following embryo transfer. Further well‐designed studies are required (Abou‐Setta 2014)

10. Luteal phase support

Effective interventions
  • Luteal phase support in ART cycles: this review concluded that progesterone appeared to be the best method of providing luteal phase support, as it was associated with higher rates of live birth or ongoing pregnancy than placebo (very low‐quality evidence) and lower rates of OHSS than hCG (low‐quality evidence). Addition of one or more doses of GnRH agonists to progesterone was associated with higher live birth and ongoing pregnancy rates than progesterone alone. Overall, addition of other substances such as oestrogen or hCG did not seem to improve outcomes. The route of progesterone administration did not seem to matter (quality of evidence was low for most comparisons) (van der Linden 2015)

Promising interventions (more evidence needed)
  • Heparin for assisted reproduction: Akhtar 2013 reported that peri‐implantation low molecular weight heparin in ART cycles may improve the live birth rate among women undergoing assisted reproduction. However, these results did not justify the use of heparin outside well‐conducted research trials, as evidence quality was poor (low‐ to very low‐quality evidence)

Possibly ineffective interventions (more evidence needed)
  • Peri‐implantation glucocorticoid administration for ART cycles: overall, no clear evidence suggests that administration of peri‐implantation glucocorticoids in ART cycles significantly improved clinical outcomes (moderate‐quality evidence) (Boomsma 2012)

11. Prevention of ovarian hyperstimulation syndrome (OHSS)

Effective interventions
  • Dopamine agonists for preventing OHSS: dopamine agonists seemed effective for prevention of moderate or severe OHSS in women at high risk of OHSS (low‐quality evidence). Review authors found no clear evidence of a difference in rates of live birth, clinical pregnancy, multiple pregnancy, or miscarriage. However, dopamine agonists might increase the risk of adverse events, such as gastrointestinal symptoms (very low‐ to moderate‐quality evidence) (Tang 2016)

  • Gonadotrophin‐releasing hormone (GnRH) antagonists for ART: as noted in Section 3 above, the use of antagonists compared with long GnRHa protocols was associated with a large reduction in OHSS, and no evidence suggested a difference in live birth rates (moderate‐quality evidence) (Al‐Inany 2016)

  • GnRHa versus hCG for oocyte triggering in antagonist ART cycles: as noted in Section 3 above, researchers provided evidence of a lower live birth rate, a reduced ongoing pregnancy rate, and a higher miscarriage rate among women who received a GnRHa. However, OHSS rates were reduced with GnRHa triggering; therefore there was a tradeoff between benefits and harms (moderate‐quality evidence) (Youssef 2014)

Promising interventions (more evidence needed)
  • The plasma expanders human albumin, hydroxyethyl starch (HES), and mannitol reduced rates of moderate and severe OHSS in women at high risk. Trials provided no data on live birth but reported evidence that human albumin reduced clinical pregnancy rates. Although no evidence suggests that HES, or mannitol, had any influence on pregnancy rates, evidence of effectiveness was based on very few trials, and this needs to be confirmed in additional, larger RCTs before these plasma expanders should be considered for routine use in clinical practice (low‐ or very low‐quality evidence) (Youssef 2016)

Possibly ineffective interventions (more evidence needed)
  • Embryo freezing for preventing OHSS: evidence was insufficient to support routine cryopreservation and the relative merits of intravenous albumin versus cryopreservation (low‐quality evidence) (D'Angelo 2007)

  • Coasting (withholding gonadotrophins) for preventing OHSS: evidence suggests benefit derived from coasting rather than no coasting to reduce rates of moderate or severe OHSS (low‐quality evidence), but evidence does not suggest that coasting was more beneficial than other interventions, such as early unilateral follicular aspiration, gonadotrophin‐releasing hormone antagonist, or cabergoline (very low‐quality evidence). A single small study suggested that using an FSH co‐trigger at the time of hCG administration may be better than coasting for reducing risk of OHSS (very low‐quality evidence) (D'Angelo 2017)

12. Frozen embryo replacement cycles

Effective interventions
  • A freeze‐all strategy for embryo transfer versus a conventional strategy with transfer of fresh and subsequently frozen‐thawed embryos: one strategy was not superior to the other in terms of cumulative live birth rates (moderate‐quality evidence). Evidence suggests that not performing a fresh transfer lowers risk of OHSS for women at risk of OHSS (low‐quality evidence) (Wong 2017)

No conclusions possible due to lack of evidence
  • Cycle regimens for frozen‐thawed embryo transfer: at the present time, evidence is insufficient to support the use of one intervention in preference to another (Ghobara 2017)

  • Endometrial preparation for women undergoing embryo transfer with frozen embryos or embryos derived from donor oocytes: evidence was insufficient to support recommendations for any one particular protocol for endometrial preparation over another with regard to pregnancy rates after embryo transfers (Glujovsky 2010)

Overall completeness and applicability of evidence

This overview summarises published Cochrane systematic reviews of all randomised controlled trials on the different stages of an ART cycle and the different populations undergoing ART. We consider it to be complete, although we acknowledge that not all systematic reviews in this overview are up‐to‐date. We consider that the information in this study can be applied to couples undergoing an ART cycle in most parts of the world, including use of low‐cost strategies such as modified natural cycle IVF.

Quality of the evidence

We have assessed each of the reviews by using the AMSTAR tool for assessing systematic reviews. We have presented these results in the 'AMSTAR assessment' table (Table 2). Overall, the quality of the reviews was high and almost all criteria were met. The only exception was assessment of publication bias, which we considered inadequate in two of the 67 reviews. The main limitation of the reviews was that only 44% had been updated with a search within the past three years (to May 2018) or had been deemed "stable, with no updating planned".

Potential biases in the overview process

We identified no specific biases in the overview process. However it is acknowledged that decisions about effectiveness, possible ineffectiveness, and insufficient evidence could be considered subjective. Ideally, these decisions should be made by a larger group of clinical and methodological experts.

Agreements and disagreements with other studies or reviews

No reviews are comparable with this overview.

Several of the reviews included in this overview have been used to help develop World Health Organization fertility guidelines. The National Institute for Health and Care Excellence (NICE) clinical guidelines on assessment and treatment of people with fertility problems also were based on information provided in many of our reviews (NICE 2013).

Authors' conclusions

Implications for practice.

This overview provides the most up‐to‐date evidence on ART cycles from systematic reviews of randomised controlled trials. Fertility treatments are costly and the stakes are high. Best practice requires using the best available evidence to optimise outcomes. Evidence from this overview could be used to develop clinical practice guidelines and protocols for use in daily clinical practice, to improve live birth rates, and to reduce rates of multiple pregnancy, cycle cancellation, and ovarian hyperstimulation syndrome.

Implications for research.

This overview highlights areas for which evidence is insufficient because of lack of primary research or lack of reporting of important outcomes, and it can be used to generate research questions. The most important outcomes are live birth, cumulative live birth, multiple pregnancy, cycle cancellation, and ovarian hyperstimulation syndrome.

What's new

Date Event Description
19 June 2018 New citation required and conclusions have changed The addition of 9 new reviews has led to a change in the conclusions of this overview
19 June 2018 New search has been performed In the 2018 update, we added 9 new reviews (Ata 2018; Craciunas 2016; Kalampokas 2017; Lensen 2018; Nagels 2015; Reavey 2016; Siristatidis 2018; Wong 2017; Youssef 2015) and updated the findings of 18 reviews (Al‐Inany 2016; Brown 2016; Brown 2016a; D'Angelo 2017; Farquhar 2017; Georgiou 2018; Ghobara 2017; Glujovsky 2016; Kamath 2017; Kwan 2018; Mochtar 2017; Pandian 2015; Showell 2017; Siristatidis 2015; Siristatidis 2016; Tang 2016; Youssef 2016; Youssef 2016a)

History

Protocol first published: Issue 5, 2013
 Review first published: Issue 8, 2013

Date Event Description
19 April 2016 Amended Updated declaration of interest
23 September 2015 Amended Corrected minor typos in text
11 September 2015 Amended Made minor corrections to text and data tables
13 August 2015 Amended Made minor correction to data in additional tables
8 July 2015 New citation required but conclusions have not changed Additional information has not led to a change in the conclusions of this review
1 July 2015 New search has been performed Added one new review: SCA1950 (Armstrong 2015)
Updated three reviews: MV263 (van der Linden 2015), AWP1710 (Pouwer 2015), and WM 1504 (Nastri 2015)
22 December 2014 New citation required but conclusions have not changed Added evidence from four new and six updated reviews
31 October 2014 New search has been performed Updated six reviews: AAS605 (Abou‐Setta 2014); DB552 (Bontekoe 2014); IOK972 (Kwan 2014); MGS1510 (Showell 2014); MM1690 (Youssef 2014); LDT 1201(Tso 2014)
Added four new reviews: DG1352 (Glujovsky 2014); RBG1760 (Gutarra‐Vilchez 2014); SMD1810 (McDowell 2014); SH1141 (McDonnell 2014)
13 November 2013 Amended Made minor correction to data in one included review ‐ no effect on findings of this overview
14 October 2013 Amended Made minor amendment to abstract and results

Acknowledgements

Dr. Julie Brown, Josephine Rishworth and Dr Willianne Nelen were co‐authors of the original version of this overview and the 2015 update and helped with all aspects of the review.

We would like to acknowledge the support of the editorial base of the Cochrane Gynaecology and Fertility Group (formerly the Menstrual Disorders and Subfertility Group)

Appendices

Appendix 1. ART protocols and titles

Protocols

The following 11 protocols (published and in authoring phase for full review) were identified. They will be added to the overview when they are published as full reviews and the overview is updated.

Pre‐ART or adjuvant strategies
  • Benschop 2012: "Immune therapies for women with history of failed implantation undergoing IVF treatment" KH1670

  • Nyachieo 2009: "Nonsteroidal anti‐inflammatory drugs for assisted reproductive technology" ‐ LMW1121

  • Zhu 2013: "Acupuncture for female subfertility" ‐ XZ1550

  • Kamath 2017a:"Screening hysteroscopy in subfertile women undergoing assisted reproduction" ‐ JK1940

  • Siristatidis 2018: "Endometrial injection of embryo culture supernatant for subfertile women in assisted reproduction" ‐ CS1985

Embryo transfer
  • Baak 2016: "Temperature of embryo culture for assisted reproduction" ‐ NAB1977

  • Craciunas 2016a: "Oxytocin antagonists for assisted reproduction" ‐ LC1971

  • Nastri 2013:"Interventions for improving reproductive outcomes in women with recurrent implantation failure undergoing assisted reproductive techniques" ‐ WPM1850

Frozen cycles
  • Chua 2012: "Slow freeze versus vitrification for embryo cryopreservation" ‐ CB994

Luteal phase support
  • Abou‐Setta 2006: "Soft versus firm embryo transfer catheters for assisted reproductive technology" ‐ GG603

  • Checa 2016: "Luteal phase support for women trying to conceive by intrauterine insemination or sexual intercourse" ‐ MAC1967

Titles

Three active titles were identified.

  • AYW1983 ‐ "Day 3 versus day 5 embryo biopsy for preimplantation genetic diagnosis"

  • JML1979 ‐ "GM‐CSF (granulocyte macrophage colony stimulating factor) supplementation in culture media for subfertile women undergoing ART"

  • SHJ881 ‐ "Long‐term GnRH agonist therapy before in vitro fertilization (IVF) for improving fertility outcomes in women with endometriosis"

Contributions of authors

For the 2018 update, JM and CF extracted and checked the data, drafted the text and interpreted the evidence.

Sources of support

Internal sources

  • University of Auckland research grant, New Zealand.

External sources

  • None, Other.

Declarations of interest

Professor Farquhar, and Jane Marjoribanks are authors on some of the included reviews. They have no conflicts of interest related to commercial funding.

Professor Farquhar is a director/shareholder of a fertility/gynaecology clinic and undertakes private practice within those premises.

New search for studies and content updated (conclusions changed)

References

References to included reviews

Abou‐Setta 2014

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Ata 2018

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Bontekoe 2012

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Bontekoe 2014

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Brown 2016

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Brown 2016a

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Carney 2012

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Derks 2009

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Georgiou 2018

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Ghobara 2017

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Glujovsky 2016

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Gutarra‐Vilchez 2014

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Huang 2013

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Johnson 2010

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Kalampokas 2017

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Kamath 2017

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Kroon 2012

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Kwan 2014

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Kwan 2018

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Lensen 2018

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Martins 2013

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McDonnell 2014

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Additional references

Abou‐Setta 2006

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