Review
Materials and methods
Study Design
This systematic review and meta-analysis was designed and reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 statement [ 10 ]. The review addressed a single prespecified question framed using the Population, Intervention/Exposure, Comparator, Outcome, and Study design (PICOS) structure. The review protocol was not prospectively registered in PROSPERO or another registry; this absence of prospective registration is stated explicitly here, in the interest of full PRISMA 2020 transparency, and is acknowledged again among the limitations.
Eligibility Criteria
Eligibility was defined a priori using the PICOS framework and is summarised in Table 1 . In brief, we included original, peer-reviewed studies of women undergoing IVF or intracytoplasmic sperm injection culminating in embryo transfer, in which uterine peristaltic or contraction frequency was quantified by ultrasound during the embryo transfer cycle and in which clinical pregnancy was reported separately for higher- and lower-frequency strata, permitting construction of a two-by-two table.
IVF: in vitro fertilisation; ICSI: intracytoplasmic sperm injection; IUI: intrauterine insemination; PICOS: Population, Intervention/Exposure, Comparator, Outcome, and Study design
Three exclusions warrant emphasis. First, narrative reviews, systematic reviews, editorials, commentaries, conference abstracts without full publication, and preprints lacking peer review were excluded, since these do not constitute primary evidence. Second, studies evaluating pharmacological or mechanical interventions intended to modify contractility - including oxytocin receptor antagonists, progestogens administered specifically to alter peristalsis, prostaglandin synthetase inhibitors, and nitric oxide donors - were excluded, because the exposure in such studies is the intervention rather than spontaneous peristalsis. Third, and distinguishing this review from earlier syntheses, studies in which peristalsis was measured outside the embryo transfer cycle - for example during a preceding natural cycle or in association with a mock transfer - were excluded from the primary analysis, on the grounds that peristaltic activity is known to differ substantially between natural and stimulated cycles [ 3 ] and that exposure measured in a different cycle is not the exposure of interest.
Eligibility was not restricted by embryo developmental stage at transfer. In the event, all included studies evaluated cleavage-stage transfers, with one study additionally permitting a small proportion of blastocyst transfers [ 7 ]. Because contemporary practice increasingly favours blastocyst-stage transfer and elective freeze-all strategies, this feature of the evidence base is flagged here and revisited when appraising indirectness, as it bears directly on the applicability of our findings to current practice.
Information Sources and Search Strategy
We searched PubMed, Scopus, Web of Science, and Embase from database inception to the search date, without language restriction. The search combined controlled vocabulary and free-text terms across three concepts: uterine peristalsis (uterine peristalsis, uterine contractility, uterine contractions, endometrial wave-like activity, junctional zone contractions, subendometrial contractility, endometrial peristaltic waves); assisted reproduction (in vitro fertilisation, IVF, ICSI, intracytoplasmic sperm injection, assisted reproductive technology, embryo transfer, frozen embryo transfer); and outcome (clinical pregnancy, pregnancy rate, implantation, implantation rate, live birth). The three concept blocks were combined with the Boolean operator AND and terms within each block with OR. Reference lists of all included studies and of prior reviews [ 8 , 9 ] were hand-searched, and forward citation tracking was performed. The full electronic search strategy for each database is provided in the Appendix.
Study Selection and Data Extraction
Records were deduplicated and screened by title and abstract, with potentially eligible reports retrieved for full-text assessment against the criteria in Table 1 . Two reviewers independently screened records and extracted data, with disagreements resolved by discussion.
For each included study we extracted first author, publication year, country, study design, recruitment period, sample size, participant age, inclusion and exclusion criteria, cycle type, embryo stage, ultrasound modality, recording duration, observer blinding, timing of peristalsis assessment, the frequency threshold used to define high versus low peristalsis, the definition of clinical pregnancy, and the number of clinical pregnancies and total cycles in each stratum. Where studies reported multiple ordered strata, these were collapsed at the study's principal reported threshold to yield a dichotomous contrast. In one study [ 4 ], event numbers were back-calculated from published rounded percentages; its influence was examined by sensitivity analysis. All counts were reconciled against published totals.
Risk of Bias Assessment
Because all eligible studies were non-randomised follow-up studies of an exposure rather than of an intervention, risk of bias was assessed using Risk Of Bias In Non-randomised Studies - of Exposures (ROBINS-E) [ 11 ], in preference to instruments developed for intervention studies or for generic study-quality scoring. Each study was appraised across seven domains: bias due to confounding; bias arising from measurement of the exposure; bias in selection of participants into the study; bias due to post-exposure interventions; bias due to missing data; bias arising from measurement of the outcome; and bias in selection of the reported result. Domain-level judgements of low risk, some concerns, or high risk were combined into an overall judgement, with the overall rating determined by the least favourable domain. Two reviewers assessed each study independently, resolving disagreements by consensus.
Statistical Analysis
The primary outcome was clinical pregnancy, defined as ultrasonographic visualisation of at least one intrauterine gestational sac. The effect measure was the odds ratio for clinical pregnancy in women with high versus low uterine peristaltic frequency, such that an OR below 1.0 indicates that high peristalsis is associated with reduced odds of pregnancy. Study-level ORs and their standard errors were computed from two-by-two tables on the natural logarithmic scale; a continuity correction of 0.5 would have been applied to all cells of any table containing a zero cell, though no such table arose in the primary analysis.
Effect estimates were pooled using the DerSimonian-Laird random-effects model [ 12 ], chosen a priori because the included studies differed in cycle type, ultrasound modality, timing of assessment, and exposure threshold, making a common true effect implausible. Heterogeneity was quantified using Cochran's Q, the between-study variance τ², and the I² statistic [ 13 ]. Because I² describes the proportion of observed variance attributable to heterogeneity rather than the dispersion of true effects, a 95% prediction interval was also computed to express the range within which the effect in a future comparable study would be expected to fall [ 14 ].
Four prespecified sensitivity analyses were performed: restriction to studies using a harmonised threshold of approximately 2 waves/min; sequential leave-one-out omission of each study; comparison of random-effects with fixed-effect estimates; and reintroduction of the protocol-excluded study in which peristalsis was measured during a preceding natural cycle before a mock transfer, in order to quantify the influence of the stricter exposure definition adopted here. Two prespecified subgroup analyses examined cycle type (fresh, frozen-thawed, mixed) and exposure threshold (two versus three waves/min), with differences between subgroups tested by Cochran's Q statistic for subgroup differences.
Small-study effects were examined by visual inspection of a funnel plot of log odds ratio against standard error and by Egger's regression test of the intercept [ 15 ]. Because fewer than 10 studies were available, these assessments are acknowledged to have very low power and are reported for completeness rather than as evidence of the absence of bias. More generally, because only a small number of studies were anticipated, the subgroup analyses, funnel-plot assessment, and sensitivity analyses were prespecified as exploratory and hypothesis-generating rather than confirmatory, and are interpreted with corresponding caution throughout.
Certainty of evidence for the primary outcome was rated using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) framework [ 16 ]. As a body of observational evidence, certainty began at low and was assessed for downgrading on risk of bias, inconsistency, indirectness, imprecision, and publication bias, and for upgrading on large magnitude of effect, dose-response gradient, and the direction of plausible residual confounding.
All analyses were performed in Python 3 (Python Software Foundation) using NumPy and SciPy, with the random-effects estimator implemented directly from published formulae and independently cross-validated against a manual inverse-variance computation. Two-sided P values below 0.05 were considered statistically significant. Effect estimates are reported to two decimal places and heterogeneity statistics to one.
Results
Study Selection and Characteristics
The study selection process followed PRISMA 2020 guidelines and is summarised in Figure 1 . A systematic search of PubMed, Scopus, Web of Science, and Embase yielded 240 records. After removal of 152 duplicates, 88 records were screened by title and abstract, of which 41 were excluded. All 47 reports sought for retrieval were obtained and assessed for full-text eligibility; of these, 17 were excluded for unrelated content and 26 as reviews, conference abstracts, or case reports. Four studies [ 4 - 7 ] met all eligibility criteria and were included in both the qualitative and quantitative synthesis.
PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses [ 10 ]
One report warrants specific comment because it has been included in a previous meta-analysis [ 9 ] but was excluded here. Zhu et al. studied 112 women who underwent a mock embryo transfer during the natural cycle preceding their IVF treatment cycle, with peristalsis recorded three days after ovulation [ 17 ]. Although 89 of these women subsequently underwent transfer and 40 achieved clinical pregnancy, the exposure was measured neither during the transfer cycle nor before an actual transfer, and the authors reported no difference in peristaltic frequency between women who conceived and those who did not (before mock transfer, 2.21 versus 2.12 waves/min, P = 0.903; after mock transfer, 3.22 versus 3.04 waves/min, P = 0.402). The authors further stated that the wide disparity in subgroup sizes and residual confounding rendered the corresponding correlation analysis invalid. This report was therefore excluded from the primary analysis and examined only as a prespecified sensitivity analysis.
Characteristics of the four included studies are presented in Table 2 . All were prospective cohort studies, published between 1998 and 2023, and conducted in France [ 4 ], China [ 5 ], Hong Kong [ 6 ], and Iran [ 7 ]. Together they contributed 863 embryo transfer cycles, ranging from 68 to 292 cycles per study. All four restricted enrolment to women with a morphologically normal uterus, and all excluded or did not enrol women with recognised uterine pathology; Chung et al. applied the most explicit exclusion criteria, systematically excluding congenital uterine anomaly, myoma, adenomyosis, endometrial polyp, hydrosalpinx, and recurrent implantation failure [ 6 ]. Embryo transfer was performed at cleavage stage in all studies. Cycle type differed: two studies enrolled fresh cycles exclusively [ 4 , 6 ], one enrolled artificial frozen-thawed cycles exclusively [ 7 ], and one enrolled a mixture of fresh, natural frozen-thawed, and artificial frozen-thawed cycles [ 5 ].
Methods of exposure assessment are detailed in Table 3 . Three studies used transvaginal ultrasonography [ 4 , 5 , 7 ] and one used the transabdominal route, explicitly chosen to minimise cervical stimulation during repeated measurement [ 6 ]. Recording duration was five minutes in three studies [ 4 , 5 , 7 ] and three minutes in one [ 6 ]. Two studies used two independent blinded observers and reported excellent agreement, with an intraclass correlation coefficient of 0.988 [ 5 ] and inter-observer kappa of 0.75 [ 4 ]; one used two blinded radiologists [ 7 ]; and one used a single experienced observer with intra-observer kappa of 0.8 [ 6 ]. Timing of assessment ranged from immediately before transfer [ 4 ] to approximately one hour before transfer [ 5 , 7 ], with one study anchoring its principal analysis five minutes before transfer and additionally measuring at five and sixty minutes afterwards [ 6 ]. These timings are not biologically equivalent, a point we return to in the Discussion.
The threshold defining high peristalsis differed across studies and was in every case derived post hoc rather than prespecified. Three studies used a threshold of approximately 2 waves/min [ 5 - 7 ], while the earliest study reported its lowest stratum as ≤3.0 contractions/min and consequently supports dichotomisation only at that value [ 4 ]. Chung et al. selected 2.0 because it was the observed median in their cohort [ 6 ]. Clinical pregnancy was defined by ultrasonographic visualisation of a gestational sac in all four studies.
Risk of Bias
ROBINS-E judgements are summarised in Figure 2 . No study was rated at low overall risk of bias. Three studies were judged to raise some concerns [ 4 - 6 ] and one was judged at high risk of bias [ 7 ].
Domain-level and overall judgements for each study (D1, confounding; D2, measurement of the exposure; D3, selection of participants; D4, post-exposure interventions; D5, missing data; D6, measurement of the outcome; D7, selection of the reported result). ROBINS-E: Risk Of Bias In Non-randomised Studies - of Exposures [ 11 ]
Domain-level findings were informative. Measurement of the exposure (D2) was generally well handled: three studies used blinded duplicate observation with quantified agreement and were rated low risk [ 4 , 5 , 7 ], while Chung et al. raised some concerns owing to single-observer assessment via the transabdominal route, which offers lower resolution of the subendometrial interface [ 6 ]. Measurement of the outcome (D6) was rated low risk throughout, since ultrasonographically confirmed clinical pregnancy is an objective endpoint unlikely to be influenced by knowledge of exposure status. Post-exposure interventions (D4) were rated low risk in all studies, as luteal support protocols were standardised within each cohort.
Confounding (D1) was the principal weakness. Only Zhu et al. reported a multivariable model adjusting for age, infertility duration, basal gonadotrophins, oestradiol and progesterone on the day of transfer, endometrial thickness, embryo quality, and cycle type, and was rated low risk [ 5 ]. Fanchin et al. demonstrated comparability of stimulation and embryology characteristics across frequency strata but presented no adjusted estimate [ 4 ]; Chung et al. adjusted their live birth model but not the clinical pregnancy comparison [ 6 ]; and Javedani Masroor et al. fitted a five-covariate model to 68 participants with 25 events, a data-to-parameter ratio that renders the adjusted estimate unstable, as reflected in a confidence interval spanning 1.5 to 79.4 [ 7 ]. Selection of the reported result (D7) raised some concerns in every study, since frequency strata were in all cases defined after data collection - described variously as "sorted arbitrarily" [ 4 ], "subjectively divided" [ 5 ], and derived from the observed median [ 6 ] - and no study reported a registered analysis plan specifying the dichotomisation in advance.
Primary Meta-Analysis
Across the four included studies, clinical pregnancy occurred in 160 of 478 cycles (33.5%) in the high-peristalsis group and 211 of 385 cycles (54.8%) in the low-peristalsis group. Every study individually favoured low peristalsis, with study-level ORs ranging from 0.29 to 0.62.
Pooling by random-effects meta-analysis yielded an odds ratio of 0.45 (95% CI 0.32-0.62; Z = 4.84, P < 0.001), indicating that high uterine peristaltic frequency around the time of embryo transfer is associated with approximately 55% lower odds of clinical pregnancy (Figure 3 ). Applied to the observed low-peristalsis baseline risk of 54.8%, this corresponds to an absolute reduction of 197 clinical pregnancies per 1,000 cycles (95% CI 268 fewer to 120 fewer). Because the four studies assessed peristalsis at different moments relative to transfer, this summary estimate necessarily combines exposures that are related but not strictly equivalent, as discussed below.
Heterogeneity was low and not statistically significant (Q = 3.74, df = 3, P = 0.29; I² = 19.8%; τ² = 0.023). The fixed-effect estimate was essentially identical (OR 0.45, 95% CI 0.34-0.60), consistent with limited between-study variance. Notwithstanding this, the 95% prediction interval extended from 0.17 to 1.17 and therefore crossed unity, indicating that despite a precise summary estimate, the effect in a future comparable study could plausibly range from a very large protective association to no association at all. This divergence between a narrow confidence interval and a prediction interval crossing the null is a direct consequence of the small number of studies and is central to interpreting these findings.
Subgroup Analyses
Results of prespecified subgroup analyses are presented in Table 4 and Figure 4 . Stratification by cycle type gave pooled ORs of 0.45 (95% CI 0.23-0.89) for fresh cycles [ 4 , 6 ], 0.29 (95% CI 0.10-0.81) for frozen-thawed cycles [ 7 ], and 0.45 (95% CI 0.28-0.73) for the mixed cohort [ 5 ], with no evidence of effect modification (Q = 0.64, df = 2, P = 0.72). Stratification by exposure threshold gave 0.50 (95% CI 0.36-0.69) for studies using approximately 2 waves/min [ 5 - 7 ] and 0.31 (95% CI 0.16-0.59) for the single study using 3 waves/min [ 4 ]; although the point estimate was more extreme at the higher threshold, as would be expected if a dose-response relationship exists, the difference between subgroups was not statistically significant (Q = 1.70, df = 1, P = 0.19). Both subgroup analyses contain only one or two studies per stratum and, consistent with their prespecified exploratory status, should be regarded as hypothesis-generating rather than confirmatory.
Test for subgroup differences: cycle type Q = 0.64, df = 2, P = 0.72; threshold Q = 1.70, df = 1, P = 0.19. All subgroup, funnel-plot, and sensitivity analyses were prespecified as exploratory given the small number of studies.
Fanchin et al. [ 4 ]; Zhu et al. [ 5 ]; Chung et al. [ 6 ]; Javedani Masroor et al. [ 7 ]
Sensitivity Analyses
The pooled estimate was stable under all prespecified sensitivity analyses (Table 4 , Figure 4 ). Sequential omission of individual studies produced pooled ORs between 0.38 (95% CI 0.27-0.55, omitting Chung et al.) and 0.50 (95% CI 0.36-0.69, omitting Fanchin et al.), with the confidence interval excluding unity in every iteration. Notably, omission of Fanchin et al. - the only study contributing back-calculated event counts and the only one using a 3 waves/min threshold - reduced heterogeneity to I² = 1.4% while preserving a clearly significant association, indicating that the back-calculation did not drive the result.
Restricting analysis to the three studies employing a harmonised threshold of approximately 2 waves/min [ 5 - 7 ] yielded an OR of 0.50 (95% CI 0.36-0.69; P < 0.001) with near-complete homogeneity (I² = 1.4%; τ² = 0.001; Q = 2.03, df = 2, P = 0.36). This estimate is the most methodologically consistent available and is arguably the most defensible summary of the evidence.
Reintroducing the protocol-excluded mock-transfer study [ 17 ] produced a pooled OR of 0.46 (95% CI 0.34-0.64) with I² = 17.8%, demonstrating that the stricter exposure definition adopted in this review did not materially alter the magnitude of the association, although it does alter the interpretation, since that study's own authors found no relationship between peristalsis and pregnancy within their cohort.
Timing of Assessment and Secondary Outcomes
Only one study measured peristalsis at multiple timepoints, precluding meta-analysis of timing effects [ 6 ]. Within that study, the association between high contraction frequency and clinical pregnancy strengthened progressively after the transfer procedure: OR 0.62 (95% CI 0.39-1.00) at five minutes before transfer, 0.53 (95% CI 0.33-0.86) at five minutes after, and 0.47 (95% CI 0.29-0.76) at sixty minutes after. The same study was the only one reporting live birth stratified by peristaltic frequency, with an OR of 0.57 (95% CI 0.34-0.94) for high versus low frequency measured before transfer. No pooled estimate for live birth, implantation rate, miscarriage, or ectopic pregnancy could be derived, as fewer than two studies reported each of these outcomes by peristalsis stratum.
Publication Bias and Certainty of Evidence
The funnel plot (Figure 5 ) showed all four studies lying within the pseudo-95% confidence region, and Egger's regression test provided no evidence of asymmetry (intercept −2.62, standard error 1.73; t = −1.52, df = 2, P = 0.27). With only four studies, however, this test has minimal power, and the possibility of small-study effects or selective non-publication of null findings cannot be excluded.
Fanchin et al. [ 4 ]; Zhu et al. [ 5 ]; Chung et al. [ 6 ]; Javedani Masroor et al. [ 7 ]
Certainty of evidence for the primary outcome was rated very low (Table 5 ). Beginning at low certainty as a body of observational evidence, we downgraded once for risk of bias, reflecting that no study was at low overall risk, that confounding adjustment was absent or unstable in three of four studies, and that exposure thresholds were uniformly defined post hoc; and once for indirectness, reflecting exclusive enrolment of cleavage-stage transfers in an era in which blastocyst transfer predominates, the absence of pooled live birth data, and non-comparable exposure definitions across studies. We did not downgrade for inconsistency, as heterogeneity was low and all studies pointed in the same direction, nor for imprecision, as the confidence interval excluded unity and the optimal information size was met. We considered upgrading for large magnitude of effect but elected not to do so, given that unmeasured confounding by ovarian response, endometrial receptivity, and embryo quality could plausibly generate an association of this size in the absence of a causal relationship.
GRADE: Grading of Recommendations Assessment, Development and Evaluation [ 16 ]
Discussion
This systematic review and meta-analysis of four prospective cohort studies comprising 863 embryo transfer cycles found that elevated uterine peristaltic frequency measured during the embryo transfer cycle was associated with approximately 55% lower odds of clinical pregnancy following IVF (pooled OR 0.45, 95% CI 0.32-0.62). Expressed absolutely, this corresponds to roughly 197 fewer clinical pregnancies for every 1,000 cycles. Because this estimate derives entirely from observational cohorts, it should be read as the magnitude of an association and not equated with the effect that an intervention lowering peristalsis would be expected to produce; observational associations of this kind cannot be compared directly with treatment effects from randomised trials. Every included study pointed in the same direction, the association survived every sensitivity analysis we performed, and between-study heterogeneity was low. And yet our overall certainty in this body of evidence is very low. The tension between an apparently robust point estimate and a genuinely fragile evidence base is the central finding of this review, and it deserves to be confronted rather than smoothed over.
The biological rationale for a causal interpretation is coherent and long-standing. Uterine peristalsis in the natural cycle follows a stereotyped trajectory, with frequency peaking around ovulation in a predominantly cervicofundal direction and falling to a nadir during the mid-luteal phase, precisely when a naturally conceived blastocyst would be seeking apposition with the endometrium [ 1 , 2 ]. A mechanically quiescent cavity plausibly permits the sustained embryo-endometrial contact that implantation requires, whereas vigorous contractile activity may displace a transferred embryo from its intended fundal position. Direct experimental support for the displacement hypothesis is substantial. Lesny et al. demonstrated that touching the uterine fundus with a transfer catheter provoked strong contractions capable of expelling instilled fluid into the cervix and fallopian tubes [ 18 ], and Zhu et al., using an ultrasound contrast agent as an embryo analogue, showed that peristaltic wave frequency correlated directly with the distance the fluid subsequently migrated, with extrusion from the cavity occurring in 14.5% of transfers and being significantly more common in women with higher peristaltic frequency [ 17 ]. The observation that peristalsis physically relocates intrauterine contents is therefore secure; what remains uncertain is whether the degree of relocation observed is sufficient to determine implantation outcome in the human. It must also be kept in view that implantation is a multifactorial process: embryo euploidy, endometrial receptivity, progesterone exposure, embryo transfer technique, and operator experience are all established determinants, and uterine peristalsis is at most one contributor among several. The mechanical emphasis of the present literature reflects the ease of measuring contractions rather than any demonstration that they dominate these other factors, and our findings should be read with that proportion in mind.
Assisted reproduction appears to perturb this physiology in a systematic and clinically relevant way. Zhu et al. demonstrated in a within-woman design that peristaltic frequency was markedly higher in stimulated cycles than in the same women's natural cycles, and - critically - that endometrial activity failed to return to natural-cycle levels before transfer despite supraphysiological progesterone [ 3 ]. Fanchin et al. observed an inverse correlation between plasma progesterone at transfer and contraction frequency, consistent with the myorelaxant properties of progesterone, and separately showed that uterine contractility falls substantially by day five after oocyte retrieval, providing a physiological argument for blastocyst rather than cleavage-stage transfer [ 4 , 19 ]. These strands cohere into a plausible mechanistic account: ovarian stimulation elevates oestradiol and thereby uterine contractility; the luteal decline is blunted; cleavage-stage transfer occurs while the uterus remains relatively active; and embryos are transferred into a suboptimal mechanical environment. Our finding that the pooled association was of similar magnitude in fresh and frozen-thawed cycles, however, complicates this account, since frozen cycles ought to be less affected by stimulation-driven hyperperistalsis. The subgroup comparison was severely underpowered, with only one study contributing to the frozen stratum, and should not be over-interpreted in either direction.
Our results are broadly concordant with the two prior syntheses in this field while differing in important methodological respects. Kuijsters et al. concluded that promising early findings had not translated into practice, largely because measurement remained non-standardised [ 8 ], and Vidal et al. subsequently pooled five studies to report an OR of 0.52 (95% CI 0.38-0.69) with moderate heterogeneity (I² = 55%) [ 9 ]. Our pooled estimate of 0.45 (95% CI 0.32-0.62) is compatible with theirs, and the near-identical conclusion reached from a differently constituted set of studies is reassuring. The heterogeneity, however, differs substantially: we observed I² of 19.8%, falling to 1.4% when analysis was restricted to studies using a harmonised threshold. We attribute this difference to two decisions. First, we excluded from the primary analysis the study in which peristalsis was measured during a natural cycle preceding IVF, before a mock rather than an actual transfer [ 17 ]; that study's authors themselves reported no difference in peristaltic frequency between women who conceived and those who did not, and explicitly characterised the corresponding subgroup analysis as invalid. Second, we did not impose a uniform 2 contractions/min dichotomy on a study whose published strata do not permit it, since Fanchin et al. reported their lowest stratum as ≤3.0 contractions/min [ 4 ]; we therefore analysed that study at its own threshold. Reassuringly, reintroducing the mock-transfer study altered our pooled estimate only trivially (OR 0.46, 95% CI 0.34-0.64), indicating that these choices refine interpretation rather than reverse conclusions.
Two aspects of our findings temper enthusiasm. The first is the prediction interval, which extended from 0.17 to 1.17 and therefore crossed the null even though the confidence interval around the pooled estimate was narrow and excluded unity. The prediction interval is wider than the confidence interval because it additionally incorporates the estimated between-study heterogeneity (τ²) rather than describing only the precision of the pooled mean; with just four studies, τ² is itself estimated imprecisely, widening the interval further. In practical terms, a future well-conducted cohort finding no association would not be inconsistent with the present evidence, and the prediction interval is the appropriate guard against the well-recognised tendency of small observational meta-analyses to produce confident-looking summaries that larger studies fail to replicate. The second is that every threshold used to define "high" peristalsis in this literature was chosen after the data were collected. Fanchin et al. described their strata as sorted arbitrarily [ 4 ]; Zhu et al. described their groups as subjectively divided and derived a cut-off of 2.45 waves/min by receiver-operating-characteristic analysis within the same dataset used to test the association [ 5 ]; Chung et al. selected 2.0 because it was the observed median of their cohort [ 6 ]; and Javedani Masroor et al. used three strata without stated prior justification [ 7 ]. Data-driven dichotomisation is a recognised source of optimism bias, and the consistency of direction across studies does not protect against it, since each study selected its own most discriminating threshold. Until a threshold is prespecified in one cohort and validated in an independent one, a cut-off such as "two contractions per minute" should be regarded as provisional.
The question of when to measure is at least as important as where to draw the threshold, and here the evidence is genuinely thin. Only Chung et al. assessed peristalsis at multiple timepoints, and within that study the association strengthened progressively after the procedure, from an OR of 0.62 immediately before transfer to 0.53 at five minutes and 0.47 at 60 minutes afterwards [ 6 ]. The authors observed that the transient post-transfer rise in contraction frequency was significant only among women who did not conceive, and that the single variable independently predicting contraction frequency was the sensation of urinary urgency, implicating bladder overdistension rather than intrinsic uterine pathology [ 6 ]. Related work on transfer technique using the embryo-associated air bubble as a marker has similarly emphasised the mechanical determinants of embryo position [ 20 ]. More fundamentally, the four pooled studies did not measure peristalsis at a common moment: assessment ranged from immediately before transfer to approximately one hour beforehand, with one study anchoring its principal analysis five minutes before the procedure. Pooling these measurements assumes that peristaltic frequency at these different moments indexes the same underlying exposure, an assumption unlikely to hold exactly given that contractility responds within minutes to catheter manipulation and bladder filling. The summary estimate should therefore be understood as an average over related but non-identical exposures; the harmonised-threshold sensitivity analysis, which happens also to group the more comparably timed studies, offers a partial safeguard, but the absence of post-transfer measurement in three of four studies means the pooled estimate reflects pre-transfer contractility, which may not be the exposure that matters most.
Frequency is, moreover, only one dimension of contractile behaviour. Blank et al., in a pilot study using quantitative ultrasound imaging, suggested that a combination of higher frequency with lower amplitude might actually favour implantation, implying that frequency in isolation may be an incomplete summary of uterine activity [ 21 ]. Direction may matter independently: Chung et al. found that live birth rates were highest among women with absent or indeterminate wave direction 60 minutes after transfer [ 6 ], while Kim et al., studying intrauterine insemination, reported higher pregnancy rates in association with cervicofundal endometrial movement [ 22 ]. Broader evidence that contractile dysfunction is implicated in unexplained infertility [ 23 ] suggests that peristalsis is best conceived as a multidimensional phenotype rather than a single scalar, and the near-exclusive focus of the present literature on frequency may have obscured more informative parameters.
The therapeutic corollary - that pharmacologically quietening the uterus should improve outcomes - provides the sternest test of causality, and it has not been passed. The Cochrane review of oxytocin antagonists for assisted reproduction concluded that the evidence was insufficient to establish benefit for live birth or clinical pregnancy, with the available trials small and at risk of bias [ 24 ], and a subsequent randomised, double-blind trial of atosiban in women with recurrent implantation failure likewise failed to demonstrate a convincing improvement in outcome [ 25 ]. This disconnect admits several readings. Uterine peristalsis may be a marker of an unfavourable uterine or endometrial milieu rather than a cause of implantation failure, in which case suppressing contractions would not be expected to help; alternatively, existing agents may be mistimed, underdosed, or applied to unselected populations rather than to the subset with genuinely elevated contractility. Distinguishing these possibilities requires a trial that uses peristaltic frequency as an enrolment criterion rather than as an afterthought, which to our knowledge has not been performed. In practical terms, therefore, a clinician cannot at present alter management on the basis of uterine peristalsis alone: no validated threshold exists to act upon, no intervention has been shown to improve outcomes in women selected by peristalsis, and measurement is not yet standardised. Peristalsis assessment remains a research tool rather than a clinical decision variable, and the association we have quantified should be regarded as prognostic rather than as an established therapeutic target.
Finally, the applicability of this evidence to contemporary practice is limited in a way that no statistical procedure can repair. All four included studies transferred cleavage-stage embryos, whereas blastocyst transfer and elective freeze-all strategies now predominate in many well-resourced units. Both developments change the uterine environment at the moment of transfer: freeze-all removes the supraphysiological steroid milieu of the stimulated cycle, and blastocyst transfer occurs after contractility has already declined by day five [ 19 ]. The exposure contrast that generated these results may therefore be attenuated or even absent in contemporary blastocyst and freeze-all cycles, so the present estimate may not transport to current practice and could overstate what would be observed today. Similarly, ultrasound technology has advanced substantially since 1998, and none of the included studies used three-dimensional imaging, speckle-tracking quantification, or electrohysterography. The evidence base is, in a real sense, describing a version of IVF that is receding.
Limitations
Several limitations qualify our conclusions. First, only four studies met eligibility criteria, and although this reflects deliberate methodological strictness rather than an incomplete search, it limits the reliability of heterogeneity estimation and means that the subgroup analyses, funnel plot, and sensitivity analyses - all prespecified as exploratory - can only be hypothesis-generating; it also leaves the prediction interval crossing unity. Second, no study was at low overall risk of bias, and only one reported an adequately adjusted multivariable estimate [ 5 ]; our pooled estimate is therefore based predominantly on unadjusted associations, and residual confounding by embryo quality, ovarian response, endometrial receptivity, and operator skill cannot be excluded. Third, exposure thresholds differed across studies and were uniformly derived post hoc, so the pooled odds ratio represents an average across non-identical exposure contrasts rather than a single well-defined comparison. Fourth, peristalsis was assessed at different times relative to transfer across the included studies, so the pooled exposure is not strictly uniform and the summary estimate combines measurements that are not biologically equivalent. Fifth, event counts for one study were back-calculated from published rounded percentages [ 4 ]; although this introduces at most one event of rounding error per stratum and leave-one-out analysis confirmed it did not drive the result, it is a departure from ideal data extraction and is disclosed accordingly. Sixth, we could not pool live birth, implantation rate, miscarriage, or ectopic pregnancy, since fewer than two studies reported each by peristalsis stratum; clinical pregnancy is a surrogate for the outcome patients actually value. Seventh, tests for funnel plot asymmetry are uninformative with four studies, and selective non-publication of null results remains plausible in a field where positive findings have dominated since 1998. Eighth, all included studies enrolled women with a morphologically normal uterus, so these findings cannot be extrapolated to women with adenomyosis, fibroids, or recurrent implantation failure, in whom contractile dysfunction may be both more prevalent and more consequential. Finally, this review was not prospectively registered, which is itself a limitation; and while the review methodology is fully reproducible, the reproducibility of the underlying evidence is separately constrained by heterogeneity in ultrasound modality, recording duration, timing of assessment, and peristalsis thresholds across the primary studies - constraints that attach to the evidence base rather than to the review process.