{"title":"Endocrine disruptors and male infertility: multi-omics identification of key genes in non-obstructive azoospermia.","authors":"Yanggang Hong, Yirong Wang, Jiajun Li, Wanyi Shu, Haolin Chen, Congde Chen","doi":"10.1007/s10815-025-03664-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Environmental endocrine-disrupting chemicals (EDCs) are increasingly implicated in male infertility, yet the gene-level mechanisms by which EDCs contribute to non-obstructive azoospermia (NOA) remain unclear. This study aimed to identify EDC-related genes that are causally linked to NOA and uncover their potential roles in reproductive dysfunction.</p><p><strong>Methods: </strong>We integrated transcriptomic analysis of GEO datasets, EDC-associated gene data from the Comparative Toxicogenomics Database (CTD), and Mendelian randomization (MR) to prioritize candidate genes with causal relevance to male infertility. Phenome-wide association study (PheWAS) was conducted to assess systemic effects. EDC-gene interactions were visualized, and single-cell RNA sequencing (scRNA-seq) was used to validate cell-type-specific gene expression in the testis.</p><p><strong>Results: </strong>A total of 136 genes were identified at the intersection of differentially expressed genes in NOA and EDC-related genes. MR analysis highlighted PPP6R1 and AP1M2 as causally linked to male infertility. PheWAS revealed a significant association between PPP6R1 and cardiovascular traits (p < 1 × 10<sup>-6</sup>), suggesting pleiotropic effects. Interaction analysis identified 26 EDCs targeting these genes, including thiram, bisphenol A, and sodium arsenite. The scRNA-seq confirmed downregulation of both genes in germ cells of NOA patients.</p><p><strong>Conclusion: </strong>Our multi-omics approach suggests a potential EDC-gene-NOA axis, identifying PPP6R1 and AP1M2 as candidate genes whose expression may be influenced by environmental exposure in the context of male infertility. These findings deepen mechanistic understanding of NOA pathogenesis and support future research into environmental and molecular targets for diagnosis and prevention.</p>","PeriodicalId":15246,"journal":{"name":"Journal of Assisted Reproduction and Genetics","volume":" ","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Assisted Reproduction and Genetics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10815-025-03664-6","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: Environmental endocrine-disrupting chemicals (EDCs) are increasingly implicated in male infertility, yet the gene-level mechanisms by which EDCs contribute to non-obstructive azoospermia (NOA) remain unclear. This study aimed to identify EDC-related genes that are causally linked to NOA and uncover their potential roles in reproductive dysfunction.
Methods: We integrated transcriptomic analysis of GEO datasets, EDC-associated gene data from the Comparative Toxicogenomics Database (CTD), and Mendelian randomization (MR) to prioritize candidate genes with causal relevance to male infertility. Phenome-wide association study (PheWAS) was conducted to assess systemic effects. EDC-gene interactions were visualized, and single-cell RNA sequencing (scRNA-seq) was used to validate cell-type-specific gene expression in the testis.
Results: A total of 136 genes were identified at the intersection of differentially expressed genes in NOA and EDC-related genes. MR analysis highlighted PPP6R1 and AP1M2 as causally linked to male infertility. PheWAS revealed a significant association between PPP6R1 and cardiovascular traits (p < 1 × 10-6), suggesting pleiotropic effects. Interaction analysis identified 26 EDCs targeting these genes, including thiram, bisphenol A, and sodium arsenite. The scRNA-seq confirmed downregulation of both genes in germ cells of NOA patients.
Conclusion: Our multi-omics approach suggests a potential EDC-gene-NOA axis, identifying PPP6R1 and AP1M2 as candidate genes whose expression may be influenced by environmental exposure in the context of male infertility. These findings deepen mechanistic understanding of NOA pathogenesis and support future research into environmental and molecular targets for diagnosis and prevention.
期刊介绍:
The Journal of Assisted Reproduction and Genetics publishes cellular, molecular, genetic, and epigenetic discoveries advancing our understanding of the biology and underlying mechanisms from gametogenesis to offspring health. Special emphasis is placed on the practice and evolution of assisted reproduction technologies (ARTs) with reference to the diagnosis and management of diseases affecting fertility. Our goal is to educate our readership in the translation of basic and clinical discoveries made from human or relevant animal models to the safe and efficacious practice of human ARTs. The scientific rigor and ethical standards embraced by the JARG editorial team ensures a broad international base of expertise guiding the marriage of contemporary clinical research paradigms with basic science discovery. JARG publishes original papers, minireviews, case reports, and opinion pieces often combined into special topic issues that will educate clinicians and scientists with interests in the mechanisms of human development that bear on the treatment of infertility and emerging innovations in human ARTs. The guiding principles of male and female reproductive health impacting pre- and post-conceptional viability and developmental potential are emphasized within the purview of human reproductive health in current and future generations of our species.
The journal is published in cooperation with the American Society for Reproductive Medicine, an organization of more than 8,000 physicians, researchers, nurses, technicians and other professionals dedicated to advancing knowledge and expertise in reproductive biology.