ArticleHuman reproduction (Oxford, England)2022
Sperm epigenetic clock associates with pregnancy outcomes in the general population.
Article in Human reproduction (Oxford, England), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Who cites it
31 citing papers in PubMed, 19 citations in OpenAlex.
- Heat exposure during susceptible windows of spermatogenesis and sperm epigenetic age.Human reproduction (Oxford, England) · 2026Trial
- Human pyriform sperm heads in infertile men and assisted reproductive technology outcomes: a retrospective cohort study based on propensity score matching.Asian journal of andrology · 2026Article
- DNA methylation clock in bull sperm cells reveals the epigenetic aging characteristics and impact on fertility.Journal of animal science and biotechnology · 2026Article
- Y-CpG-based semen age prediction: analysis of vasectomized samples and development of an optimized multiplex assay evaluated in independent and mixed samples.International journal of legal medicine · 2026Article
- Review
- The Evolving Landscape of Clinical Aging Clocks: From Epigenetic to Multi-Omics Integration.Aging cell · 2026Review
- Associations Between Perceived Stress and Sperm DNA Methylation Among Men Attending a Fertility Center.Andrology · 2026Article
- Aging Out of the Blue: Region-Specific Epigenetic Clock Calibration for a Blue Zone with the DNAm SuperLearner.medRxiv : the preprint server for health sciences · 2026Article
- When sperm age, their RNA code hits a cliff.The EMBO journal · 2026Article
- Clinical Implications of Paternal Age in Assisted Reproduction: Integrating Sperm Epigenetic Evidence.Journal of clinical medicine · 2026Review
- Article
- Epigenetic links between paternal age, reproduction, and offspring health: a focus on sncRNAs.Reproduction & fertility · 2025Review
- A machine learning approach using semen parameters and sperm mitochondrial DNA copy number to predict couples' fecundity.F&S reports · 2025Article
- DNA Methylation: A Key Regulator in Male and Female Reproductive Outcomes.Life (Basel, Switzerland) · 2025Review
- Characterizing age-related features for assessing biological age and characteristics in Xinjiang Brown cattle.BMC genomics · 2025Article
- A SuperLearner-based pipeline for the development of DNA methylation-derived predictors of phenotypic traits.PLoS computational biology · 2025Article
- Observational
- Epigenetic aging of semen is associated with inflammation.Epigenetics · 2024Article
- Epigenetic aging and fecundability: the Norwegian Mother, Father and Child Cohort Study.Human reproduction (Oxford, England) · 2024Article
- Parental epigenetic age acceleration and risk of adverse birth outcomes: the Norwegian mother, father and child cohort study.BMC medicine · 2024Article
Corrections and comments
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Authors and funding
9 authors at 4 institutions in 1 country.
Funding
Abstract
study questionIs sperm epigenetic aging (SEA) associated with probability of pregnancy among couples in the general population? SUMMARY ANSWER: We observed a 17% lower cumulative probability at 12 months for couples with male partners in the older compared to the younger SEA categories. WHAT IS KNOWN ALREADY: The strong relation between chronological age and DNA methylation profiles has enabled the estimation of biological age as epigenetic 'clock' metrics in most somatic tissue. Such clocks in male germ cells are less developed and lack clinical relevance in terms of their utility to predict reproductive outcomes. STUDY DESIGN, SIZE, DURATION: This was a population-based prospective cohort study of couples discontinuing contraception to become pregnant recruited from 16 US counties from 2005 to 2009 and followed for up to 12 months. PARTICIPANTS/MATERIALS, SETTING,
methodsSperm DNA methylation from 379 semen samples was assessed via a beadchip array. A state-of-the-art ensemble machine learning algorithm was employed to predict age from the sperm DNA methylation data. SEA was estimated from clocks derived from individual CpGs (SEACpG) and differentially methylated regions (SEADMR). Probability of pregnancy within 1 year was compared by SEA, and discrete-time proportional hazards models were used to evaluate the relations with time-to-pregnancy (TTP) with adjustment for covariates. MAIN RESULTS AND THE ROLE OF CHANCE: Our SEACpG clock had the highest predictive performance with correlation between chronological and predicted age (r = 0.91). In adjusted discrete Cox models, SEACpG was negatively associated with TTP (fecundability odds ratios (FORs)=0.83; 95% CI: 0.76, 0.90; P = 1.2×10-5), indicating a longer TTP with advanced SEACpG. For subsequent birth outcomes, advanced SEACpG was associated with shorter gestational age (n = 192; -2.13 days; 95% CI: -3.67, -0.59; P = 0.007). Current smokers also displayed advanced SEACpG (P < 0.05). Finally, SEACpG showed a strong performance in an independent IVF cohort (n = 173; r = 0.83). SEADMR performance was comparable to SEACpG but with attenuated effect sizes. LIMITATIONS, REASONS FOR CAUTION: This prospective cohort study consisted primarily of Caucasian men and women, and thus analysis of large diverse cohorts is necessary to confirm the associations between SEA and couple pregnancy success in other races/ethnicities. WIDER IMPLICATIONS OF THE
findingsThese data suggest that our sperm epigenetic clocks may have utility as a novel biomarker to predict TTP among couples in the general population and underscore the importance of the male partner for reproductive success. STUDY FUNDING/COMPETING INTEREST(S): This work was funded in part by grants the National Institute of Environmental Health Sciences, National Institutes of Health (R01 ES028298; PI: J.R.P. and P30 ES020957); Robert J. Sokol, MD Endowed Chair of Molecular Obstetrics and Gynecology (J.R.P.); and the Intramural Research Program of the Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland (Contracts N01-HD-3-3355, N01-HD-3-3356 and N01-HD-3-3358). S.L.M. was supported by the Intramural Research Program of the Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health. The authors declare no competing interests. TRIAL REGISTRATION NUMBER: N/A.
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