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Human Reproduction

Oxford University Press (OUP)

Preprints posted in the last 90 days, ranked by how well they match Human Reproduction's content profile, based on 20 papers previously published here. The average preprint has a 0.02% match score for this journal, so anything above that is already an above-average fit.

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Shortened blastocyst vitrification achieves live birth rates comparable to standard protocols: an analysis of 3168 cryotransfers

Ebinger, E.; Misurac, H.; Lynch, C.; Desai, V.; De Rosa, N.; Vassena, R.; Atkinson, P.

2026-06-15 obstetrics and gynecology 10.64898/2026.06.11.26354186 medRxiv
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Study question Do shortened blastocyst vitrification and warming protocols provide comparable live birth rates (LBR) and obstetrical and perinatal outcomes to traditional vitrification and warming protocols? Summary answer Shortened vitrification and warming protocols provide comparable LBR, obstetric and perinatal outcomes to traditional protocols. Shortened vitrification coupled with traditional multi step warming benefitted women >35yrs. What is known already Embryo viability following cryopreservation is dependent on blastomere survival and functional integrity, both impacted by ice crystal formation and osmotic gradients. Recent innovations in cryopreservation challenge the need for stepwise dehydration and rehydration protocols. While one step ''fast'' blastocyst warming protocols seem to provide equivalent clinical outcomes to traditional ''slow'' protocols, fewer studies investigate whether blastocyst dehydration rates can be similarly increased. A thorough safety and effectiveness evaluation remains necessary for both treatment success and offspring health. Study design, size, duration Three clinics within a network participated in this retrospective consecutive cohort study, with cycle data collected for 3603 warmed blastocysts resulting in 3168 frozen blastocyst transfers in 2170 patients between 2023 and 2025. We modelled the relationship between ''fast'' versus ''slow'' protocols and outcomes with Generalized Additive Models, and linear and logistic regressions where appropriate. Two tailed chi square with Yates correction was used to examine pregnancy loss and obstetrical and perinatal outcomes; p<0.05 was considered significant. Participants/materials, setting, methods All cycles were with the patients own gametes and without preimplantation genetic testing. All blastocysts were collapsed before vitrification, which was either a traditional ''slow'' protocol (Sydney IVF, Cook Medical) or an amended 2.5 minute ''fast'' one (SAGETM, CooperSurgical). Warming was either a traditional ''slow'' multi step protocol or a one step 1min ''fast'' protocol in 1.0M sucrose (both SAGETM, CooperSurgical). Main results and the role of chance The overall LBR was 33.1% (1050/3168) with female age 35.2{+/-}4.5 (range:22-46). Three groups were established for analysis from survival to live birth ''traditional vitrification/multi step warming (S/S, n=751 blastocysts warmed) short vitrification-multi step warming (F/S, n=991), and short vitrification/one-step warming (F/F, n=1593). S/S was set as the control group for statistical purposes. Overall, all reproductive outcomes, including live birth rates, as well as obstetric and perinatal outcomes, were comparable across all groups (all p>0.05). Importantly, women 35yrs or older at vitrification (n=1715 transfers) profited from a F/S strategy, which provided a significant increase in live birth rates (OR:1.42 [1.02-1.98] p=0.038) compared to S/S. The same improved live birth following a F/S strategy were also seen in embryos of lower quality (OR:1.78 [1.12-2.83] p=0.015), suggesting of a protective effect of this cryopreservation strategy on the developmental competence of impaired germplasm. Limitations, reasons for caution Factors affecting the results may be unaccounted for by the study retrospective nature. Wider implication of the findings Overall, shortened, ''faster'' vitrification and warming protocols provide comparable reproductive outcomes to traditional ones. The combination of shorter exposure to cryoprotectant (CPA) during vitrification and stepwise osmotic gradient during warming provided significant clinical benefits specifically to patients >35 and lower quality embryos, pointing to the possibility of adapting vitrification protocols to specific patients populations and optimizing their clinical outcomes.

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Endometrial transcriptomic and ciliation analysis after scratch shows no signature linked to live birth following IVF

Proudley, E. E.; Pearson-Farr, J. E.; Reddin, I. G.; Pye, C.; Laird, S. M.; Lewis, R. M.; Cleal, J. K.; Metwally, M.; Cheong, Y. C.

2026-07-23 physiology 10.64898/2026.07.20.739558 medRxiv
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ObjectiveTo determine whether endometrial scratch induces differences in transcriptomic profiles or epithelial cell ciliation in the endometrium at the window of implantation that associate with live birth following IVF. DesignSecondary analysis of 50 matched endometrial biopsies collected within a randomised controlled trial evaluating the clinical effectiveness of endometrial scratch before first-time IVF. SettingEndometrial biopsy samples were obtained from women attending the Jessop Wing of Sheffield Teaching Hospitals. Population or SampleWomen undergoing first-time IVF who received an endometrial scratch in the preceding cycle at the window of implantation (6-10 days after LH surge). MethodsEndometrial biopsies were molecularly dated using transcriptomic menstrual-cycle staging algorithms. Bulk RNA sequencing was analysed using DESeq2 with FDR correction, and principal component analysis (PCA) assessed clustering patterns. Epithelial cell ciliation was quantified using immunohistochemistry and an automated Python-based image analysis pipeline. Main Outcome MeasuresDifferential endometrial gene expression between women with and without live birth after IVF; percentage coverage of ciliated epithelial cells in luminal and glandular regions. ResultsTranscriptomic dating confirmed no differences in menstrual-cycle timing between live-birth and no-live-birth groups. No significant differential gene expression was detected (log2FC >2, FDR <0.05), and PCA showed no clustering by pregnancy outcome. Ciliation coverage did not differ between outcome groups or between glandular and luminal surfaces. ConclusionsWhen implantation timing is precisely defined, endometrial scratch does not produce detectable transcriptomic changes or alterations in epithelial ciliation that distinguish women who achieve live birth after IVF. FundingWellbeing of Women RG2147; Wessex Medical Research; Rosetrees Trust (PGS23/100171).

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Intrauterine adhesions and prior use of a progestin-releasing intrauterine device

Schwartz, K.; Zhou, A.; Aranda, J.; Hodge, C.; Huang, D.; HogenEsch, E.; Huddleston, H.

2026-06-29 obstetrics and gynecology 10.64898/2026.06.24.26356491 medRxiv
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Progestin-IUD use was more frequent among IUA cases (29.9%) than polyp (3.4%) or infertile (11.1%) comparison groups. Compared to infertile comparators, any prior progestin-IUD use was independently associated with IUA (aOR 3.12; 95% CI 2.01, 4.85). There was a duration-response pattern: use of 5 years or less was modestly associated with IUA case status (aOR 1.99; 1.09, 3.64), whereas use >5 years conferred more than a seven-fold increase (aOR 7.26; 3.27, 16.11). The association persisted among surgically naive women (aOR 3.98; 2.44, 6.48) and was concentrated in those who were nulliparous, where use beyond five years conferred an approximately twelve-fold increase in odds (aOR 12.74; 5.25, 30.92). Progestin-IUD use was less frequent in polyp controls relative to IUA and infertile comparators, suggesting a possible role for progestin exposure in preventing endometrial polyp formation. The case control design does not allow for estimation of absolute risk for an individual and cannot inform causation. Further prospective studies are needed to better assess the relationship between progestin-IUD's, particularly when used beyond five years, and adverse fertility outcomes.

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Real World Fertility Evaluation & Care Prior to In Vitro Fertilization: Care Gaps That Could be Addressed by Restorative Reproductive Medicine

Parnell, T. A.; Minjeur, M.; Turczynski, C.; Pistilli, T.

2026-07-15 obstetrics and gynecology 10.64898/2026.07.13.26357941 medRxiv
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Objective To evaluate adherence to published American Society for Reproductive Medicine (ASRM) infertility evaluation and treatment recommendations among commercially insured infertility patients who subsequently underwent in vitro fertilization (IVF) and to assess whether observed care gaps support the need for a restorative reproductive medical framework. Methods A retrospective claims-based analysis was performed using MarketScan(R) Commercial Claims and Encounter Data between January 1, 2021, and December 31, 2024. Approximately five million commercially insured members were evaluated. Patients with infertility-related diagnoses who subsequently underwent IVF were identified. Claims were analyzed for evidence of diagnostic testing, medical treatment, or surgical intervention recommended by ASRM or AUA/ASRM guidance before IVF initiation. Cumulative adherence rates were assessed over nine months following initial infertility diagnosis. Results IVF initiation rose early and consistently exceeded completion of nearly all guideline-recommended evaluations and treatments. Observed care gaps ranged from approximately 13% to 78% for most recommended evaluations and treatments, with several measures demonstrating gaps exceeding 50 percentage points, suggesting substantial divergence between guideline recommendations and observed clinical practice. By 3 months, IVF initiation ranged from 28% to 39% across cohorts, while adherence to many recommended interventions remained low. Overall, by 9 months, IVF utilization commonly exceeded 70-85%, while many guideline-supported evaluations and treatments remained below 40% adherence, with several interventions remaining below 15%. These findings suggest substantial divergence between published infertility-care recommendations and observed pre-IVF practice patterns. From an RRM perspective, the gaps are clinically important because many recommended steps are directed toward identifying, correcting, restoring, or preserving reproductive function and anatomy before reproductive barriers are bypassed through IVF. Conclusions Many commercially insured infertility patients appeared to progress to IVF without documented evidence of diagnostic evaluation or therapeutic intervention recommended in ASRM and AUA/ASRM guidance. These findings raise important questions regarding the implementation of infertility guidelines before IVF and the extent to which patients receive meaningful opportunities for diagnosis-directed treatment of potentially reversible causes of infertility. The findings further suggest an important role for restorative reproductive medicine as a quality-of-care framework focused on comprehensive evaluation, correction of underlying dysfunction, preservation of reproductive anatomy and physiology, and optimization of patient-centered fertility care prior to attempts with assisted reproduction.

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Iron homeostasis and endometriosis risk: Genetic evidence for a shared biological link

Denner, V. A.; Becker, C. M.; Zondervan, K. T.; Morris, S.; Rahmioglu, N.

2026-08-28 epidemiology 10.64898/2026.08.25.26361232 medRxiv
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STUDY QUESTION Is genetic liability to endometriosis associated with iron homeostasis, and is this relationship potentially causal? SUMMARY ANSWER Genetic evidence indicates that reduced systemic iron status is associated with increased risk of endometriosis, with evidence of 8 shared genome-wide significant loci and suggestive but inconsistent evidence for causal bidirectional effects. WHAT IS KNOWN ALREADY Endometriosis is a chronic inflammatory condition associated with local iron accumulation within ectopic lesions and peritoneal cavity, resulting from retrograde menstruation and altered iron homeostasis. Epidemiological studies have suggested that women with endometriosis may exhibit reduced systemic iron stores compared to women without endometriosis, reflected by lower circulating ferritin concentrations, although findings have been inconsistent and may be confounded by menstrual blood loss and inflammation. As observational studies cannot distinguish causal relationships from secondary effects or residual confounding, the potential genetic basis linking iron homeostasis and endometriosis risk remains unclear. STUDY DESIGN, SIZE, DURATION We performed genetic analyses using summary statistics from large-scale genome-wide association studies (GWAS) of endometriosis (overall and stage III/IV disease) and five iron biomarkers (serum iron, ferritin, total iron-binding capacity (TIBC), transferrin saturation, and hepcidin). Analyses included genome-wide genetic correlation using linkage disequilibrium score regression (LDSC), identification of shared genetic variants using multi-trait GWAS (MTAG) and bidirectional Mendelian randomisation to evaluate potential causal relationships. PARTICIPANTS/MATERIALS, SETTING, METHODS Iron biomarker summary statistics came from a six-cohort GWAS meta-analysis (HUNT, MGI, SardiNIA, deCODE, Interval, DBDS; N up to 257,953) of blood-derived serum iron, ferritin, transferrin saturation and TIBC (Moksnes et al., 2022). Endometriosis summary statistics came from a 24-study GWAS meta-analysis (60,674 cases, 701,926 controls; European and East Asian ancestry), 12 of which had surgically confirmed cases (Rahmioglu et al., 2023). Genome-wide genetic correlations between iron biomarkers and endometriosis (overall and stage III/IV disease) were estimated using linkage disequilibrium score regression (LDSC), based on summary statistics aligned to the GRCh37 reference genome and restricted to HapMap3 variants. Multi-trait GWAS (MTAG) was applied to each iron biomarker jointly with endometriosis to enhance discovery of genetic loci. Shared loci were functionally annotated using reproductive and iron related tissues from GTEx v8 and blood from eQTLGen expression quantitative trait loci (eQTL) data. Bidirectional Mendelian randomisation (MR) analyses were performed using genome-wide significant variants across multiple clumping thresholds, with inverse-variance weighting (IVW) as the primary method and sensitivity analyses including weighted median, MR-Egger and MR-PRESSO. MAIN RESULTS AND THE ROLE OF CHANCE Genetic correlation analyses suggested that a genetic predisposition to endometriosis is associated with a profile of lower systemic iron availability. Specifically, genetic liability to endometriosis was associated with higher total iron-binding capacity (TIBC; rg=0.16, p=4x10-4), together with lower transferrin saturation (rg=-0.16, p=0.006) and lower ferritin levels (rg=-0.10, p=0.022), findings that are consistent with reduced iron stores. MTAG identified eight additional genome-wide significant loci for endometriosis and eight loci shared with iron biomarkers, including regions implicating coagulation (F5), reproductive biology (WNT4), and immune and vascular pathways (e.g. ABO, STAT6). Mendelian randomisation analyses provided limited and inconsistent evidence for a causal relationship between iron status and endometriosis. Although the inverse-variance weighted (IVW) model showed nominal associations between higher ferritin levels and a lower risk of endometriosis (OR = 0.85, 95% CI 0.76-0.94; p = 0.002), and between genetic liability to endometriosis and higher TIBC (OR = 1.02, 95% CI 1.01-1.04; p = 0.006), these findings were not consistently supported by sensitivity analyses. MR-PRESSO identified a small number of pleiotropic variants, but their removal did not materially alter the results. LIMITATIONS, REASONS FOR CAUTION Iron biomarker GWAS included males and females, potentially obscuring female-specific effects. Dataset availability restricted analyses to European ancestry, limiting applicability to other populations, and to overall and stage III/IV endometriosis, precluding assessment of other disease subtypes. Heterogeneity across SNP instruments, reflected by Cochran's Q statistics, reduced the precision of Mendelian randomisation estimates. Moreover, the genetic instruments explained only between approximately 1.0% and 18.8% of variance in the iron biomarkers, depending on the clumping threshold, which may have limited power to detect causal effects. WIDER IMPLICATIONS OF THE FINDINGS These findings suggest that endometriosis is genetically associated with reduced systemic iron availability and altered iron homeostasis. Thus, lower systemic iron status observed in women with endometriosis may not be explained solely by menstrual blood loss or dietary factors, but reflect an underlying genetic predisposition. Shared genetic loci implicate coagulation, ABO biology, and immune pathways as potential mechanisms linking iron metabolism and endometriosis. Although Mendelian randomisation did not provide consistent evidence for causality, these findings support a shared genetic architecture and warrant further investigation using female-specific GWAS, refined disease subtypes, and multi-omic approaches. Clinically, these findings suggest that low systemic iron status in women with endometriosis may reflect factors beyond established causes of iron deficiency, including an underlying genetic predisposition.

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Menstrual cycle phase length variation is associated with daily symptom burden

Kogelman, L. J. A.; Westergaard, D.; Banasik, K.; Svarre Nielsen, H.; Folkmann Hansen, T.

2026-08-13 physiology 10.64898/2026.08.07.743463 medRxiv
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Menstrual symptoms vary across the cycle, yet most research assumes a normative 28-day cycle with fixed phase durations, obscuring the physiological relevance of natural cycle variation. Using the mcPHASES dataset, we characterised cycle and phase length variation across 96 menstrual cycles from 37 participants, with ovulation timing estimated from daily urinary luteinizing hormone measurements using a Bayesian hierarchical model, and examined associations with daily symptoms in a subset of 64 cycles from 35 participants with complete symptom data. Twelve physical, mental, and behavioural symptom domains were modelled using Bayesian ordinal regression, with posterior uncertainty in phase-length predictors propagated via a measurement error framework. Total cycle length was not associated with daily symptom burden, except sleep disturbances. By contrast, phase length decomposition revealed systematic associations across multiple domains: longer menstrual phase length was broadly associated with greater symptom intensity spanning physical, gastrointestinal, affective, and sleep domains; longer luteal phase duration was associated with greater fatigue and more frequent headaches, but lower sore breast intensity and lower stress; and longer follicular phase duration and later ovulation were each associated with greater sore breast intensity and more frequent mood swings. These associations require knowledge of actual ovulation timing and cannot be recovered from cycle length alone, indicating that the common assumption of a fixed 14-day luteal phase introduces systematic misclassification of hormonal exposure. Daily symptom intensity was also predominantly person-specific, with cycle phase explaining little of the between-person variance across most symptoms. These findings indicate that calendar-based phase assignment is insufficient for research and clinical assessment of hormone-sensitive conditions, and that person-specific baselines, rather than population-level phase averages, are needed for clinically meaningful symptom monitoring.

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Organised cancer screening among women who receive medically assisted reproduction treatments

Walker, A. R.; Odahl, S.; Venetis, C.; Jorm, L.; Hacker, N. F.; Chapman, M.; Anazodo, A. C.; Norman, R. J.; Stern, C.; Sansom-Daly, U. M.; Chambers, G. M.; Vajdic, C. M.

2026-07-07 epidemiology 10.64898/2026.07.05.26357336 medRxiv
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There are no published data on cancer screening by women using medically assisted reproduction (MAR). Such data would aid interpretation of the cancer incidence and risk profiles for this group. Using linked population-based Australian health registries and administrative datasets, we compared organised publicly funded cervical and breast screening episodes for women who received one of three types of MAR and matched women who did not between 1991 and 2016. We modelled the proportion of women screened in the three years before and after first MAR treatment, adjusting for age, remoteness, parity, socio-economic disadvantage, cancer history, and uptake of the other screening program. After adjustment, a greater proportion of women who received MAR than women who did not had cervical screening before MAR (77.3%-84.1% vs 57.5%-62.0%, depending on treatment) and after MAR (77.0%-78.5% vs 68.1%-68.3%). Contrastingly, breast screening estimates were 7.6%-9.6% vs 9.3%-10.5% before MAR and 11.0%-15.0% vs 12.8%-14.9% after MAR.

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The Registry of Pregnant Women at Cruces University Hospital: an ethical framework for prospective research with preanalytical optimization of maternal plasma processing

Gonzalez-Moro, I.; Sanchez-Garcia, H.; Medina Cuesta, T.; Rodriguez Lirio, A.; Espin Lopez, M. d. P.; Esquivel Gonzalez, S.; Quintana Ochoa de Alda, E.; de la Pena-Sanz, M.; Marin Cano, L.; Sarasua-Blanco, N.; Ortiz Salinas, P.; Sanfeliu Padulles, A.; Ruiz Adrian, A.; Martinez Isidoro, A.; Aldaiturriaga Otaola, A.; Aramburu Gil, A.; Garcia Gil, A.; Saenz Saenz, A.; Heredia Campos, A.; Fernandez Salado, A.; Ramirez Jarana, A. I.; Tobar Lopez, A. I.; Casarojos Oses, A. J.; Martinez de Maranon Toral, A.; Satiago Hidalgo, A.; Silva Diaz, A.; Basterrechea Miguel, A.; Castanos Lasa, A.; Esteras Vadi

2026-07-17 obstetrics and gynecology 10.64898/2026.07.17.26357942 medRxiv
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Background: Prospective pregnancy registries and biobanking infrastructures are essential for future translational studies investigating maternal, placental and offspring health. However, circulating nucleic acid analyses are highly sensitive to preanalytical variability, particularly regarding blood-collection tube type and sample processing conditions. We established a prospective pregnancy registry and biobanking workflow at Cruces University Hospital and evaluated the impact of preanalytical variables on circulating cell-free DNA (cfDNA) and cell-free RNA (cfRNA) preservation in maternal plasma collected at delivery. Methods: The Registry of Pregnant Women at Cruces University Hospital was designed as a prospective infrastructure integrating placental sampling, maternal blood collection and ethically controlled future access to maternal and offspring clinical data. Within this framework, peripheral blood samples from 50 women at delivery were simultaneously collected into EDTA, Norgen and Roche tubes. Plasma samples processed within or after 24 hours following collection underwent cfDNA/cfRNA extraction, electrophoretic profiling, fluorometric quantification and RT-qPCR analyses targeting different stress-related genes. Results: By the end of June 2026, 1,127 women had been prospectively recruited into the registry, with 661 plasma samples, 637 serum samples and 858 sets of four placental biopsies collected, processed and stored in the Basque Biobank. In the preanalytical substudy, EDTA tubes yielded higher cfDNA concentrations, likely reflecting reduced cellular preservation and genomic DNA contamination. In contrast, Roche tubes showed superior cfRNA preservation, with higher cfRNA concentrations and more consistent detection of the characteristic 5S rRNA peak compared with EDTA and Norgen tubes. Processing delays beyond 24 hours reduced cfRNA concentration, while associations between circulating transcripts and gestational age were more consistently detectable in preservative-containing tubes. Conclusions: Prospective infrastructures like ours offer strong foundation for large scale, long-term studies in the framework of the Developmental Origins of Health and Disease hypothesis. Technically, Roche tubes provided superior cfRNA preservation and enhanced sensitivity for detecting subtle biological associations, supporting the importance of standardized preanalytical workflows within prospective pregnancy biobanking resource.

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Socioeconomic position, adverse childhood experiences, and menstrual symptoms in two generations of a prospective UK cohort.

Sawyer, G.; Farooq, B.; Birnie, K.; Fraser, A.; Lawlor, D. A.; Sharp, G. C.; Howe, L. D.

2026-08-31 epidemiology 10.64898/2026.08.27.26361513 medRxiv
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Background: Inequalities exist for many health outcomes, but there is limited evidence regarding menstrual symptoms despite their importance for health and wellbeing. We aimed to investigate inequalities in menstrual symptoms according to socioeconomic position and childhood adversity. Methods: In two generations (G0 mothers and G1 offspring) from the Avon Longitudinal Study of Parents and Children (ALSPAC), a UK prospective cohort study, we examined associations of multiple indicators of socioeconomic position (SEP) and adverse childhood experiences (ACEs) with menstrual symptoms (pain, abnormal uterine bleeding, and premenstrual syndrome (PMS) measured 3-8-years post-birth in G0 and 17-21-years-old in G1), using multivariable logistic regression. Samples ranged from 4,828 to 9,335 G0 participants and 1,288 to 2,757 G1 participants depending on the exposure-outcome association. Missing data were addressed using multiple imputation and inverse probability weighting. Results: Financial difficulties were associated with greater odds of menstrual pain (G1 OR 1.41; 95% CI 1.07, 1.86: G0 OR 1.55; 95% CI 1.36, 1.76) and irregular cycles (G1 OR 1.60; 95% CI 1.12, 2.29: G0 OR 1.48; 95% CI 1.27, 1.72) in both generations, as well as with short/long cycle lengths in G0 only. Lower education and manual social class were also associated with these three menstrual symptoms in at least one generation. Conversely, higher SEP was associated with PMS in both generations. Higher cumulative ACEs were consistently associated with menstrual pain (4+ compared to none: G1 OR 2.15; 95% CI 1.48, 3.11: G0 OR 1.52; 95% CI 1.29, 1.80) and irregular cycles (G1 OR 1.92; 95% CI 1.20, 3.09: G0 OR 1.54; 95% CI 1.26, 1.87) but not cycle length. Lower parental education, financial difficulties, and cumulative ACEs were associated with heavy bleeding in G1 offspring only, whereas financial difficulties, own manual social class, and cumulative ACEs were associated with prolonged bleeding in G0 mothers only. Higher cumulative ACEs were also associated with PMS in G1 offspring only. Conclusions: We found evidence of inequalities according to socioeconomic disadvantage and childhood adversity for multiple menstrual symptoms, although some associations were only observed in one generation. Findings suggest that menstrual symptoms are disproportionately experienced by socially and socioeconomically disadvantaged women.

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Effect of seminal plasma extracellular vesicles in post-thaw functional parameters of cryopreserved ram sperm

Nicolli, A. R.; Armani, T.; Buendia Arellano, M.; Zalazar, L.; Hozbor, F. A.; Cesari, A.

2026-07-08 cell biology 10.64898/2026.06.17.732841 medRxiv
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Cryopreservation of ram semen induces structural and functional alterations that compromise sperm fertility. Since seminal plasma contributes to the regulation and preservation of sperm function, increasing attention has been directed toward seminal plasma extracellular vesicles (EVs) that are involved in sperm physiology. EVs act as carriers of proteins that are involved in sperm membrane organization and capacitation, suggesting that they may contribute to the maintenance of sperm stability during cryopreservation.. Thus, the aim of this study was to evaluate the effect of seminal plasma-derived EVs on post-thaw functional parameters of ram sperm. Semen was cryopreserved in the presence or absence of EVs isolated by ultracentrifugation that have been characterized by nanoparticle tracking analysis (NTA) and Western blotting (WB). Post-thaw sperm quality was assessed by evaluating viability, membrane lipid disorder, reactive oxygen species production, protein phosphorylation, acrosome status, intracellular calcium levels, and sperm motility. Sperm cryopreserved with an extender containing EVs showed a significant reduction in membrane lipid disorder and lower intracellular calcium levels compared to control samples (p < 0.05). CASA analysis revealed that EV supplementation did not affect total or progressive motility but modified sperm kinematic patterns, with increased linearity and straightness, indicating improved trajectory efficiency without induction of hyperactivated motility. No differences were detected in viability, ROS content, phosphorylation of proteins in residuous tyrosine (pY) or PKA or acrosome status. These results provide the first evidence that seminal plasma derived extracellular vesicles exert a protective effect during ram semen cryopreservation, preserving membrane organization and calcium homeostasis and improving sperm functional quality after thawing. Highlights- Seminal EVs protect ram sperm during cryopreservation. - EVs reduce membrane lipid disorder and intracellular Ca2+ levels. - EVs modify kinematics, increasing linearity and straightness. - No effects on viability, ROS, phosphorylation or acrosome status. - EVs improve post-thaw sperm functional quality and stability. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=92 SRC="FIGDIR/small/732841v1_ufig1.gif" ALT="Figure 1"> View larger version (28K): org.highwire.dtl.DTLVardef@d1f8a9org.highwire.dtl.DTLVardef@11c3d6aorg.highwire.dtl.DTLVardef@104124forg.highwire.dtl.DTLVardef@4e355f_HPS_FORMAT_FIGEXP M_FIG C_FIG

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Genetic and maternal environmental contributions to estimated fetal weight at 20 weeks gestation compared with birthweight

Purdy, R. A.; Feng, J.; Luo, Z.; Beaumont, R. N.; Hattersley, A. T.; He, J.; Qiu, X.; Freathy, R. M.; Hughes, A. E.

2026-06-22 obstetrics and gynecology 10.64898/2026.06.18.26355970 medRxiv
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Abstract Introduction: Birthweight reflects fetal growth from conception. The complications arising from the extremes of fetal growth are well known, but addressing these effectively depends on understanding how and when fetal growth is affected by various maternal and fetal factors. We aimed to compare associations of fetal genetic and maternal environmental factors with fetal weight mid-pregnancy and birthweight. Material and methods: We studied 3110 mother-child pairs from three population-based birth cohorts (UK and China). Estimated fetal weight at ~20 weeks gestation (EFW20) and birthweight were the outcomes of interest. Exposures were fetal genetic factors (fetal sex and fetal birthweight genetic score [BW GS]) and maternal factors (maternal BW GS, BMI, fasting plasma glucose [FPG], smoking, age, and parity). Associations were studied using multivariable linear regressions within cohorts and meta-analysed. Results: All exposures were associated with both EFW20 and birthweight, apart from maternal FPG and smoking which were associated with birthweight only. Male fetal sex and a higher maternal BW GS were consistently associated with higher EFW20 and birthweight, whereas the fetal BW GS, maternal FPG, BMI and smoking showed more marked associations later in pregnancy. Maternal age and parity showed directionally opposite associations with EFW20 and birthweight. Conclusions: Fetal genetic and maternal environmental factors vary in their effect on fetal growth in mid-pregnancy compared with late pregnancy. These findings contribute to our understanding of growth across pregnancy and may inform the timing of clinical monitoring of fetal growth and interventions targeting modifiable maternal factors.

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Bone Marrow Mesenchymal Stem Cells Therapy for Premature Ovarian Insufficiency: A Systematic Review and Meta-analysis of Preclinical Studies

Plane, J.; Torres, F.; Vera, P.; Vantman, D.; Andrews, B. A.; Asenjo, J. A.; Caviedes, P.; Daza, A.

2026-07-09 cell biology 10.64898/2026.07.02.736116 medRxiv
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BackgroundPremature ovarian insufficiency (POI) affects approximately 1% of women under 40 and is characterized by elevated levels of gonadotropins, reduced estradiol, impaired folliculogenesis, and infertility. Bone marrow-derived mesenchymal stem cell (BM-MSC)-based therapy has emerged as a promising regenerative strategy in preclinical POI models. This systematic review and meta-analysis evaluated BM-MSC-based interventions, including cell transplantation and secretome/extracellular vesicle administration, in animal models of POI. MethodsA systematic review and meta-analysis was conducted following PRISMA guidelines. PubMed, Web of Science, Scopus, ScienceDirect, and the Cochrane Library were searched from inception to February 19, 2025. Preclinical studies assessing BM-MSC-based interventions in animal models of POI were included. ResultsThirty-four studies comprising 1,357 animals were included. Compared with controls, BM-MSC-based therapy increased serum estradiol (standardized mean difference [SMD] 3.11; 95% confidence interval [CI] 2.38-3.84) and anti-Mullerian hormone (SMD 1.86; 95% CI 1.03-2.69), while reducing follicle-stimulating hormone (SMD -3.54; 95% CI -4.37 to -2.71) and luteinizing hormone (SMD -3.44; 95% CI -5.17 to -1.70). Follicular counts increased across developmental stages, with fewer atretic follicles. Reproductive outcomes improved, including normal estrous cycles (risk ratio [RR] 7.80; 95% CI 3.15-19.34), pregnancy occurrence (RR 3.72; 95% CI 2.14-6.44), and offspring number (SMD 1.57; 95% CI 1.04-2.09). ConclusionBM-MSC-based therapy consistently improved hormonal, follicular, and reproductive outcomes in preclinical POI models. More well-designed, standardized, and adequately controlled studies to confirm these findings are warranted. Systematic review registration: CRD42023449053

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Internal and External Validation of an Ensemble Learning Model Integrating Zygote Morphokinetics with Conventional Embryo Assessment for Blastocyst Prediction

ZHAO, M.; LIU, J.; HAN, D.; ZHANG, C.; ZHOU, Y.; CHEN, S.; LIU, C.

2026-08-23 obstetrics and gynecology 10.64898/2026.08.19.26359526 medRxiv
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Objective: To perform internal and external validation of a gradient-boosted decision tree (GBDT) fusion model that integrates zygote morphokinetic parameters with conventional embryo assessment features for blastocyst prediction, and to compare its discriminative performance against senior embryologists. Methods: This retrospective cohort study included 631 normally fertilized zygotes from 218 treatment cycles. A GBDT fusion model integrating 84 zygote morphokinetic parameters and 8 conventional assessment features was evaluated internally (5-fold cross-validation) and externally on a public dataset of 523 embryos with blastocyst outcomes. Model performance was assessed using area under the ROC curve (AUC), area under the precision-recall curve (AUPRC), F1 score, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). Discrimination was compared with embryologist consensus using the DeLong test; agreement was assessed with Cohen's kappa. Results: The model achieved an internal AUC of 0.78 (95% CI 0.74-0.82), AUPRC 0.72, F1 0.73, sensitivity 0.74, specificity 0.77, PPV 0.72, and NPV 0.79. External validation on the public dataset demonstrated acceptable generalizability (AUC 0.76, 95% CI 0.71-0.81). The model significantly outperformed embryologist consensus (AUC 0.70, P<0.001) with moderate agreement (kappa=0.56). Decision curve analysis confirmed clinical net benefit at threshold probabilities of 0.15-0.55. Conclusions: The GBDT fusion model integrating zygote morphokinetics with conventional assessment demonstrates good discrimination and external generalizability for blastocyst prediction, providing an interpretable decision-support tool for embryo selection in IVF practice.

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Progesterone and hCG in expectant management success in tubal ectopic pregnancy: retrospective single-centre cohort study

Ahmad, A. K.; Pandrich, M.; Naik, A.; Astruc, A.; Lafferty, K.; Shah, N. M.; Ofili-Yebovi, D.

2026-08-07 obstetrics and gynecology 10.64898/2026.08.05.26359789 medRxiv
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Background: Early access to pregnancy assessment units now detects many tubal ectopic pregnancies (TEP) at a stage when they could resolve spontaneously, creating a management dilemma. Methods: We performed a hypothesis-generating exploratory analysis in a retrospective study to assess whether serum progesterone (P4) levels in women with TEP are associated with management outcome. Results: Ninety-one cases of TEP managed in a single centre over three years were analysed. Receiver operating characteristic (ROC) curve analysis was used to explore serum levels of progesterone (P4), first human chorionic gonadotropin (hCG) and peak hCG (alone and in combination) in relation with successful completion of expectant management. Decision-tree analysis using first hCG and P4 was additionally performed to explore clinical sequential risk stratification. 23% (n=21) successfully completed expectant management. P4 concentrations in the expectant management group (median 3 nmol/L, IQR 2.00 to 8.50) were significantly lower than in those requiring surgical or medical management (median 17 nmol/L, IQR 5.75 to 29.25; p=0.0002). Area under the ROC curve (AUC) values for P4, log10 first hCG, log10 peak hCG and P4 with log10 first hCG were 0.766, 0.814, 0.811 and 0.835, respectively, for predicting successful expectant management. However, hCG was not significantly outperformed. Nonetheless, Youden optimised thresholds for hCG and P4 are reported, alongside decision-tree analysis that identified sequential first hCG and P4 thresholds associated with successful expectant management. Conclusion: Lower P4 levels are associated with successful expectant management of TEP but they do not outperform hCG either alone or as an adjunctive marker.

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Hormonal Therapies For Endometriosis: A Systematic Review And Meta-Analysis Of Randomised Head-To-Head Trials

Bandini, V.; Whitaker, L. H.; Vincent, K.; Salmeri, N.; Mawson, R.; Vercellini, P.; Horne, A. W.

2026-08-31 obstetrics and gynecology 10.64898/2026.08.26.26361442 medRxiv
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Background: Endometriosis is a chronic pain condition in which hormonal therapies form the cornerstone of long-term management. Treatment tolerability is critical for adherence and therapeutic success, but most comparative studies and reviews have focused on their ability to reduce menstrual pain, while their impact on non-menstrual pelvic pain (NMPP), bleeding patterns, adverse events (AEs), treatment discontinuation and quality of life (QoL) remain poorly characterised. This systematic review and meta-analysis evaluate these outcomes across currently available hormonal therapies, providing practical evidence for clinical decision-making. Methods: PubMed/MEDLINE, Scopus, and Embase were searched up to November 2025 for randomised controlled trials comparing at least two active first- or second-line hormonal treatments for endometriosis. Studies without confirmed endometriosis, treatment duration less than three months and comparing therapies to placebo only were excluded. Data were extracted by two reviewers from reports. Pain outcomes were pooled as mean differences (MD, 95% CI), with bleeding patterns, AEs, and discontinuations as proportions. Analyses were performed in R. PROSPERO: CRD420251137785. Findings: Of 1892 records screened, 48 trials (5583 women) met our inclusion criteria. Overall pelvic pain (0-10 scale) was significantly reduced across all treatment categories (p<0.001): combined oral contraceptives (COCs) (MD 3.17), oral and long-acting progestogens (MD 3.83; MD 4.29), and GnRH-analogues (MD 3.81). Sensitivity analyses restricted to studies reporting NMPP yielded comparable results. GnRH-agonists showed the most favourable bleeding profile, followed by continuous COCs. However, all regimens reported class-specific AEs, including mood changes, nausea, headache, weight gain, and decreased libido (pooled proportions >10%). Overall discontinuation due to AEs was 7.7%, and vaginal bleeding was the leading cause. Heterogeneity across meta-analyses was high. Risk of bias (RoB2) was moderate to high. Interpretation: Given similar reductions in overall pelvic pain across hormonal therapies, treatment decisions should prioritise differences in bleeding profiles, therapy-specific AEs, and QoL. Funding: None.

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In vitro fertilisation and vitrification disrupt embryo mitochondrial function and redox balance that persists into adulthood in mice

Chen, Y.; Chukwuefe, H. N.; Zi, M.; Galli, G. J.

2026-08-18 developmental biology 10.64898/2026.08.14.744765 medRxiv
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Background and aimsAssisted reproductive technologies (ART), including in vitro fertilisation (IVF), account for over 10 million births worldwide. ART-conceived young offspring show altered cardiovascular phenotypes, including cardiac remodelling and raised blood pressure, but the mechanisms remain unclear. Mitochondrial disturbance during preimplantation development may link early ART exposure to later cardiac dysfunction. However, to our knowledge, no one has assessed mitochondrial function in adult offspring from IVF pregnancies. In this study, investigated the effects of IVF and embryo vitrification on blastocyst mitochondrial redox balance and metabolism, and determined whether these effects persisted into the adult heart. Methods and ResultsIGS-CD1 mouse blastocysts from naturally mated donors or IVF were transferred fresh or after vitrification-warming. IVF reduced blastocyst total, trophectoderm and inner cell mass cell number, while vitrification lowered the inner cell mass proportion and increased apoptosis. Both exposures depolarised mitochondrial membrane potential and depleted glutathione; reactive oxygen species rose with an interaction, being highest in vitrified IVF embryos. IVF reduced live birth rate and litter size. In the adult offspring, high-resolution respirometry of isolated mitochondria from left ventricle revealed reduced oxidative phosphorylation capacity with an increased H2O2 production, altered OXPHOS subunit abundance and reduced complex I, III and IV activities. ConclusionsIVF and vitrification impose distinct disturbance on preimplantation embryo redox states and bioenergetics, and this early disturbance is followed into adulthood with a reduced mitochondrial aerobic capacity and increased basal ROS production. These results have important implications for IVF practices and suggest that mitochondria may be permanently programmed by this procedure. Graphical Summary O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=105 SRC="FIGDIR/small/744765v1_ufig1.gif" ALT="Figure 1"> View larger version (47K): org.highwire.dtl.DTLVardef@1cd1bd7org.highwire.dtl.DTLVardef@ded6b8org.highwire.dtl.DTLVardef@1e2ddf7org.highwire.dtl.DTLVardef@15abc84_HPS_FORMAT_FIGEXP M_FIG C_FIG IVF and vitrification impose distinct and partly independent effects on the preimplantation embryo that persist into the adult offspring heart. At the blastocyst stage, IVF reduced cell number and vitrification altered lineage allocation, while both exposures lowered mitochondrial membrane potential ({Delta}{Psi}m) and glutathione (GSH) and raised reactive oxygen species (ROS); vitrification additionally increased apoptosis. After embryo transfer, IVF reduced live birth rate and litter size, whereas vitrification altered postnatal growth trajectory. In adult offspring, ventricular mitochondria, vitrification reduced OXPHOS capacity and IVF reduced LEAK respiration, while both exposures increased H2O2/ O2 flux, reduced respiratory chain enzyme activities and altered OXPHOS subunit abundance.

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Proprotein convertase activity regulates cumulus-oocyte-complex matrix integrity and cumulus cell migration during ovulation via a GDF9-dependent mechanism

Kratka, C. E.; Huang, R.; Pea, J.; Skory, R. M.; King, C. D.; Zhang, J.; Pattarawat, P.; Milner, C. M.; Day, A. J.; Plachta, N.; Xiao, S.; Schilling, B.; Russell, D. L.; Goods, B. A.; Duncan, F. E.

2026-07-23 cell biology 10.64898/2026.07.22.738304 medRxiv
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Cumulus cells have well-established roles early in ovulation but the key molecules that drive their behavior in later stages, leading to follicle rupture, remain underexplored. Here, we observed that inhibition of proprotein convertases (PCSKs) via a pan-inhibitor (PCI) impaired follicular rupture and disrupted the cumulus matrix integrity within intact follicles. Reduced cumulus cell adherence to the cumulus-oocyte-complex (COC) matrix was also observed in isolated COCs and notably occurred late during the maturation window without affecting oocyte maturation. Visualization of PCSK transcript and protein expression, as well as selective inhibition of specific PCSKs, determined that the observed phenotype in COCs is likely attributed to PCSK5A inhibition. We conducted bulk RNA-sequencing and proteomics of PCI-treated COCs which revealed that PCSK inhibition caused dysregulation of extracellular matrix organization, cell migration/adhesion, and TGF-{beta} signaling pathways. Subsequent validation showed that this inhibition translated to disrupted matrix organization and altered migratory and adhesive behaviors in cumulus cells. The TGF-{beta} ligand GDF9 has a predicted PCSK cleavage site, and supplementation with GDF9 rescued matrix integrity suggesting its role as a downstream substrate of PCSKs to regulate matrix organization. Altogether, this study identified PCSK5A and GDF9 as key regulators of COC matrix integrity and cumulus cell migration during late ovulation. These findings highlight novel factors required for follicle rupture which can be leveraged for the development of fertility therapeutics and contraceptives.

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Maternal cell-free RNA versus combined screening for first-trimester prediction of early-onset preeclampsia: a nested case-control study

Satorres-Perez, E.; Castillo-Marco, N.; Igual, M.; Cordero, T.; Munoz-Blat, I.; Monfort-Ortiz, R.; Marcos-Puig, B.; Simon, C.; Garrido-Gomez, T.; Perales-Marin, A.

2026-09-02 obstetrics and gynecology 10.64898/2026.08.28.26361628 medRxiv
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Background. In Europe, first-trimester combined screening with the Fetal Medicine Foundation (FMF) algorithm identifies women at increased risk of preeclampsia who may benefit from personalized aspirin prophylaxis. However, a substantial proportion of early-onset preeclampsia (EOPE) remains undetected at clinically acceptable specificity. Objective. To evaluate the first-trimester performance of MaiRa for early-onset preeclampsia (EOPE) risk stratification by benchmarking it against FMF screening in the same women, characterizing discordant patient-level classification profiles and exploring potential implementation strategies. Study Design. This secondary case-control analysis was nested within the prospective, multicentre PREMOM cohort [NCT04990141], which enrolled women with singleton pregnancies across 14 tertiary hospitals in Spain. First-trimester MaiRa and FMF risk estimates were evaluated in the same 126 pregnant women, comprising 99 uncomplicated controls and 27 EOPE cases, defined by disease onset before 34 weeks. Discrimination was compared using a stratified paired bootstrap analysis of the areas under the receiver-operating-characteristic curves. Performance was assessed at prespecified clinical thresholds, and detection rates were evaluated at fixed false-positive rates. Universal and contingent MaiRa implementation strategies were also evaluated. Results. MaiRa showed greater first-trimester discrimination for EOPE than FMF combined screening (AUC, 0.974 vs 0.900; P=.040) and consistently achieved higher detection rates across fixed false-positive rates. At false-positive rates of 5% and 10%, MaiRa detected 85.2% and 92.6% of EOPE cases, compared with 44.4% and 70.4% for FMF, respectively. Patient-level analysis demonstrated that MaiRa identified 12 of 27 EOPE cases (44.4%) classified as low risk by FMF; these pregnancies generally exhibited less abnormal conventional first-trimester profiles, including fewer maternal risk factors, lower mean arterial pressure and lower uterine artery pulsatility index, yet 8 of 12 (66.7%) subsequently developed severe EOPE. Exploratory implementation analyses showed that universal MaiRa screening achieved the highest EOPE detection, whereas a contingent strategy using FMF for triage and reflex MaiRa testing reduced molecular testing to 35.7% of pregnancies while maintaining 77.8% sensitivity and 97.0% specificity. Conclusion. MaiRa provided greater first-trimester discrimination for EOPE than conventional combined screening and detected additional pregnancies that later developed severe disease despite less abnormal conventional screening profiles. The findings suggest that maternal plasma cfRNA profiling captures biological alterations not fully reflected by combined first-trimester screening and support further prospective evaluation in an independent, unselected obstetric population. Key words: early-onset preeclampsia; first-trimester screening; cell-free RNA; liquid biopsy; Fetal Medicine Foundation algorithm; combined screening; risk stratification; aspirin prophylaxis.

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Clinical Evaluation of Automated Self-Operated Transvaginal Ultrasound for Ovarian Stimulation Monitoring

Shavit, T.; Bortoletto, P.; Szychter, J.; Mendel, S.; Corcos, Y.; Petrozza, J.; Prisant, N.

2026-06-24 sexual and reproductive health 10.64898/2026.06.21.26356181 medRxiv
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Objective To evaluate the feasibility, safety, patient acceptance, and preliminary clinical relevance of automated self-operated transvaginal ultrasound for ovarian stimulation monitoring. Design Prospective observational pilot study. Subjects Ten women undergoing ovarian stimulation for in vitro fertilization or fertility preservation at a single high-volume private IVF center. Exposure Participants performed investigational self-operated transvaginal ultrasound examinations immediately following standard monitoring visits. Patients inserted and stabilized the ultrasound probe while ovarian and endometrial imaging was acquired through controlled motorized probe rotation without real-time anatomical guidance. Main Outcome Measure(s) The primary outcome was feasibility, defined as the generation of evaluable imaging datasets suitable for ovarian stimulation monitoring. Secondary outcomes included bilateral ovarian visualization, procedural safety, patient-reported outcomes, follicular assessment, and agreement of endometrial thickness measurements with standard transvaginal ultrasound. Result(s) Nineteen investigational scan attempts were performed, yielding 18 evaluable datasets (94.7%). Bilateral ovarian visualization was achieved in 16 of 18 evaluable examinations (88.9%), whereas partial ovarian visualization occurred in 2 examinations (11.1%). No adverse events, adverse device effects, vaginal injury, bleeding, or infection were observed. Patient-reported outcomes demonstrated high procedural acceptability, with all participants expressing willingness to reuse the system. Compared with standard transvaginal ultrasound monitoring, investigational self-operated acquisition significantly improved overall examination experience (Wilcoxon p=0.002). Investigational imaging demonstrated clinically relevant agreement with standard transvaginal ultrasound for follicular categorization and endometrial assessment. Counts of follicles [&ge;]14 mm correlated strongly with mature oocyte recovery for both investigational and standard ultrasound measurements (Spearman {rho}=0.83 and {rho}=0.80, respectively). Endometrial thickness measurements also demonstrated strong correlation between modalities (Spearman {rho}=0.91). Conclusion(s) This prospective pilot study demonstrates the feasibility of automated self-operated transvaginal ultrasound during ovarian stimulation monitoring. Investigational imaging generated clinically relevant monitoring information without observed safety concerns and was associated with high patient acceptance. These findings support further investigation of patient-operated acquisition strategies and standardized imaging workflows in reproductive medicine.

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Plasma and follicular fluid concentrations of carotenoids, tocopherols and retinol in a French population of women undergoing in vitro fertilization: a monocentric non-interventional study

Ndiaye, A.; Thiebaut, A. C. M.; Borel, P.; Sabran, C.; Elis, S.; Guerif, F.; Maillard, V.

2026-09-01 sexual and reproductive health 10.64898/2026.08.28.26360803 medRxiv
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The distribution of fat-soluble compounds (including antioxidants) in follicular fluid (FF) remains sparsely documented in relation to in vitro fertilization (IVF) outcomes and existing studies have reported diverging associations. This study aimed to describe plasma and FF concentrations of fat-soluble micronutrients in women undergoing IVF and to analyze their adjusted associations with ovarian function, embryo development and pregnancy outcomes. In 2021-2022, plasma and FF samples were collected from 82 women (first IVF cycle) at oocyte puncture, along with lifestyle data covering the three preceding months. Eleven compounds (two tocopherols, three xanthophylls, five carotenes and retinol) were quantified. All compounds were detected in both compartments (lowest in FF) except phytoene, undetectable in FF. Plasma and FF -tocopherol concentrations were positively associated with plasma estradiol levels before oocyte puncture (both p<0.01) while FF -carotene and lycopene were inversely associated with plasma progesterone concentrations (p=0.01 and 0.02, respectively). Plasma phytofluene and phytoene were positively associated with mature oocyte rate (p=0.03 and p=0.01, respectively), while FF retinol was negatively associated (p=0.03). Carotenes, tocopherols and retinol were inversely associated with later IVF outcomes: fertilization rate (p<0.001 for plasma g-tocopherol, 0.02 for FF retinol), top-quality embryo (p=0.02 for plasma phytofluene), biochemical pregnancy at day 7 post-embryo transfer (p=0.05 for plasma -tocopherol, 0.02 for plasma -carotene), clinical pregnancy (p=0.03 for plasma -tocopherol, 0.01 for plasma phytoene) and live birth (p=0.04 for plasma -tocopherol, 0.02 for plasma phytoene). Plasma and FF g-tocopherol were positively associated with embryo fragmentation (both p<0.05). Finally, among xanthophylls, only plasma {beta}-cryptoxanthin was positively associated with plasma progesterone concentrations (p=0.02). Our findings of heterogeneous associations between tocopherols, carotenes, retinol and IVF outcomes across the stages of IVF suggest a beneficial effect limited to early outcomes and support a complex and context-dependent role of these compounds in female reproduction. This manuscript has been submitted to PlosOne on August 19, 2026.