Evidence map›Paper›PMID 42011157›Full record

ArticleAndrology2026

Associations Between Perceived Stress and Sperm DNA Methylation Among Men Attending a Fertility Center.

Lidia Mínguez-Alarcón, Karolina Nowak, Akshay G Reddy, Paige L Williams, Jennifer B Ford, Ramace Dadd, Jorge E Chavarro, Russ Hauser, J Richard Pilsner

Abstract read
In one paragraph

Article in Andrology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Lidia Mínguez-AlarcónChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0002-2370-3900
Karolina NowakDepartment of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0002-9971-0023
Akshay G ReddyDepartment of Urology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Paige L WilliamsDepartment of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Jennifer B FordDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Ramace DaddDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Jorge E ChavarroChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Russ HauserDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
J Richard PilsnerDepartment of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan, USA.ORCID https://orcid.org/0000-0002-4541-6267

Funding

PCBs, Phthalates and Male Reproductive HealthR01ES009718 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI HAUSER, RUSS B · 1999 to 2018
$11.6M
Translational Research Support CoreP30ES036084 · NIEHS · WAYNE STATE UNIVERSITY · PI Melissa A Runge-Morris · 2024 to 2026
$5.2M
Maternal and Paternal Flame Retardant Exposure, Impact on Fertility and PregnancyR01ES022955 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI HAUSER, RUSS B, MEEKER, JOHN D. · 2014 to 2018
$2.9M
Paternal preconception phthalates and reproductive health - potential mediation through sperm DNA methylation.R01ES028298 · NIEHS · WAYNE STATE UNIVERSITY · PI PILSNER, J. RICHARD · 2018 to 2023
$2.7M
Male pesticide exposure, reproductive health and epigeneticsR01ES034700 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Lidia Minguez Alarcon · 2023 to 2026
$2.7M
National Institutes of Health (NIH)NIEHS NIH HHS P30 ES036084NIEHS NIH HHS P30ES036084NIEHS NIH HHS R01 ES009718NIEHS NIH HHS R01ES009718NIEHS NIH HHS R01 ES022955NIEHS NIH HHS R01ES022955NIEHS NIH HHS R01 ES028298NIEHS NIH HHS R01ES028298NIEHS NIH HHS R01 ES034700NIEHS NIH HHS R01ES034700
6 · The paper itself

Abstract

backgroundStress has been negatively associated with reproductive outcomes, including poor semen quality in men; however, the molecular mechanisms underlying these associations remain poorly understood.

objectivesThis study aimed to evaluate the association between perceived stress and sperm DNA methylation patterns in men undergoing infertility treatment. MATERIALS AND

methodsThe study was conducted on 169 men attending the Massachusetts General Hospital Fertility Clinic who provided a semen sample and completed the short version of the Cohen Perceived Stress Scale (PSS-4) to quantify perceived psychological stress. Sperm DNA methylation was measured using the Illumina EPIC Array (v1). Associations between stress and DNA methylation were investigated using a linear regression model (CpGassoc) and eXtreme Gradient Boosting (XGBoost), a decision tree-based machine learning approach. The biological relevance of the identified regions was assessed using Metascape.

resultsMedian (IQR) level of perceived stress reported by the Environment and Reproductive Health (EARTH) Study participants was 4 (3, 6) on the 14-point PSS scale. Perceived stress was associated with 811 differentially methylated CpGs (DMCs; p < 0.001) in the regression model and 782 CpGs predictive of perceived stress identified by XGBoost. Stress-associated genes were enriched in pathways related to cell morphogenesis, behavior, and neurodevelopment.

conclusionDespite not achieving statistical significance after correction for multiple comparisons, our findings nevertheless provide novel insights into reduced fertility potential among men with high levels of perceived stress and highlight DNA methylation as a potential mechanism underlying of paternal epigenetic inheritance of stress-related phenotypes.

Indexed as

epigenetic inheritancemale infertilitysperm DNA methylationstress

Identifiers

PMID42011157
PMCPMC13120734

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.