In order to overcome the low effectiveness of assisted reproductive technologies (ART)
and the high incidence of multiple births, metabolomics is proposed as a non‐invasive
method to assess oocyte quality, embryo viability, and endometrial receptivity, and
facilitate a targeted subfertility treatment. To evaluate the effectiveness and safety
of metabolomic assessment of oocyte quality, embryo viability, and endometrial receptivity
for improving live birth or ongoing pregnancy rates in women undergoing ART, compared
to conventional methods of assessment. We searched the Cochrane Gynaecology and Fertility
Group Trials Register, CENTRAL, MEDLINE, Embase, CINAHL and two trial registers (Feburary
2018). We also examined the reference lists of primary studies and review articles,
citation lists of relevant publications, and abstracts of major scientific meetings.
Randomised controlled trials (RCTs) on metabolomic assessment of oocyte quality, embryo
viability, and endometrial receptivity in women undergoing ART. Pairs of review authors
independently assessed trial eligibility and risk of bias, and extracted the data.
The primary outcomes were rates of live birth or ongoing pregnancy (composite outcome)
and miscarriage. Secondary outcomes were clinical pregnancy, multiple and ectopic
pregnancy, cycle cancellation, and foetal abnormalities. We combined data to calculate
odds ratios (ORs) for dichotomous data and 95% confidence intervals (CIs). Statistical
heterogeneity was assessed using the I² statistic. We assessed the overall quality
of the evidence for the main comparisons using GRADE methods. We included four trials
with a total of 924 women, with a mean age of 33 years. All assessed the role of metabolomic
investigation of embryo viability. We found no RCTs that addressed the metabolomic
assessment of oocyte quality or endometrial receptivity. We found low‐quality evidence
of little or no difference between metabolomic and non‐metabolomic assessment of embryos
for rates of live birth or ongoing pregnancy (OR 1.02, 95% CI 0.77 to 1.35, I² = 0%;
four RCTs; N = 924), live birth alone (OR 0.99, 95% CI 0.69 to 1.44, I² = 0%; three
RCTs; N = 597), or miscarriage (OR 1.18, 95% CI 0.77 to 1.82; I² = 0%; three RCTs;
N = 869). A sensitivity analysis excluding studies at high risk of bias did not change
the interpretation of the results for live birth or ongoing pregnancy (OR 0.90, 95%
CI 0.66 to 1.25, I² = 0%; two RCTs; N = 744). Our findings suggested that if the rate
of live birth or ongoing pregnancy was 36% in the non‐metabolomic group, it would
be between 32% and 45% with the use of metabolomics. We found low‐quality evidence
of little or no difference between groups in rates of clinical pregnancy (OR 1.11,
95% CI 0.85 to 1.45; I²= 44%; four trials; N = 924) or multiple pregnancy (OR 1.50,
95% CI 0.70 to 3.19; I² = 0%; two RCTs, N = 180). Rates of cycle cancellation were
higher in the metabolomics group (OR 1.78, 95% CI 1.18 to 2.69; I² = 51%; two RCTs;
N = 744, low quality evidence). There was very low‐quality evidence of little or no
difference between groups in rates of ectopic pregnancy rates (OR 3.00, 95% CI 0.12
to 74.07; one RCT; N = 417), and foetal abnormality (no events; one RCT; N = 125).
Data were lacking on other adverse effects. A sensitivity analysis excluding studies
at high risk of bias did not change the interpretation of the results for clinical
pregnancy (OR 1.03, 95% CI 0.76 to 1.38; I² = 40%; two RCTs; N = 744). The overall
quality of the evidence ranged from very low to low. Limitations included serious
risk of bias (associated with poor reporting of methods, attrition bias, selective
reporting, and other biases), imprecision, and inconsistency across trials. According
to current trials in women undergoing ART, there is no evidence to show that metabolomic
assessment of embryos before implantation has any meaningful effect on rates of live
birth, ongoing pregnancy, miscarriage, multiple pregnancy, ectopic pregnancy or foetal
abnormalities. The existing evidence varied from very low to low‐quality. Data on
other adverse events were sparse, so we could not reach conclusions on these. At the
moment, there is no evidence to support or refute the use of this technique for subfertile
women undergoing ART. Robust evidence is needed from further RCTs, which study the
effects on live birth and miscarriage rates for the metabolomic assessment of embryo
viability. Well designed and executed trials are also needed to study the effects
on oocyte quality and endometrial receptivity, since none are currently available.
Metabolomics for improving pregnancy outcomes Review question Cochrane researchers
reviewed the evidence about the effectiveness of metabolomics as an evaluation tool
to improve the rates of ongoing pregnancy, live birth, and miscarriage in women who
were undergoing assisted reproductive technology (ART). Background Metabolomics is
the scientific study of the chemical 'fingerprints' that biological cells, tissues,
or organs produce after various cellular processes. They have been proposed as a powerful
non‐traumatic method to assess the quality of oocytes, viability of embryos, and receptivity
of the endometrium in subfertile women undergoing ART. The final aim of their use
is to overcome the high incidence of multiple births and to enhance the performance
of ART. However, evidence on their use remains contradictory. Therefore, it was important
to evaluate the current evidence on the effectiveness of metabolomics versus conventional
techniques (such as the assessment by morphology only) in providing sufficient information
on the adequacy of the physiology and function of embryos, oocytes and endometrium,
to facilitate targeted subfertility treatments. Study characteristics We found four
randomised controlled trials, with a total of 924 women, that compared metabolomic
profile assessment with morphology assessment of embryos. The women were an average
age of 33 years old. All studies were conducted between 2011 and 2013; length of follow‐up
was not specified in any of them. The evidence is current to 26 Feburary 2018. Study
funding sources One study was supported by an unconditional grant from a biotechnology
company (Molecular Biometrics Inc.). The very low conditional superiority for the
primary outcome and premature termination of the trial were potentially associated
with the funder's interest in the results. One study received funding from a national
health organisation, but the equipment was provided by Molecular Biometrics Inc.,
one was self‐funded, while the source of funding was not stated in the fourth study.
Key results We found low‐quality evidence of no meaningful difference between the
intervention and control groups in rates of live birth, ongoing pregnancy, miscarriage,
or clinical pregnancy, and multiple pregnancy. We found very low‐quality evidence
of no meaningful difference between the groups for ectopic pregnancy, and low‐quality
evidence that cancellation rates were higher in the intervention group. Our findings
suggest that if the rate of live birth or ongoing pregnancy was 36% in the non‐metabolomic
group, it would be between 32% and 45% with the use of metabolomics. Data were lacking
on other adverse effects. No properly designed studies reported metabolomic assessment
of oocyte quality or endometrium receptivity. Quality of evidence The overall quality
of evidence ranged from low to very low. Limitations included serious risk of bias
(associated with poor reporting of methods, attrition bias, selective reporting and
other bias), imprecision, and inconsistency across trials.