Yingru Li, Shanshan Zhang, Yuwei Lai, Ping Wu, Fengjiang Sun, Anqi Jiao, Xiangwang He, Yunhaonan Yang, Jiaying Yuan, Nianwei Wu, Rui Li, Yidan Dong, Tianlei Wang, Fan Li, Shuo Li, Gang Liu, Yayi Hu, Da Chen, Jin Wu, An Pan, Xiong-Fei Pan
{"title":"尿铜与妊娠期糖尿病的关系:表观基因组DNA甲基化和蛋白质组学的作用。","authors":"Yingru Li, Shanshan Zhang, Yuwei Lai, Ping Wu, Fengjiang Sun, Anqi Jiao, Xiangwang He, Yunhaonan Yang, Jiaying Yuan, Nianwei Wu, Rui Li, Yidan Dong, Tianlei Wang, Fan Li, Shuo Li, Gang Liu, Yayi Hu, Da Chen, Jin Wu, An Pan, Xiong-Fei Pan","doi":"10.1210/clinem/dgaf555","DOIUrl":null,"url":null,"abstract":"<p><strong>Context: </strong>The association between copper exposure and gestational diabetes mellitus (GDM) remains inconclusive.</p><p><strong>Objectives: </strong>Our study aimed to investigate the prospective relationship between urinary copper and GDM and the mediating role of DNA methylation for this association.</p><p><strong>Design: </strong>Nested case-control study based on the Tongjing-Huaxi-Shuangliu Birth Cohort.</p><p><strong>Participants, exposure and main outcome measures: </strong>Urinary copper and genome-wide DNA methylations were measured in early pregnancy for 432 pregnant women, and 737 proteins were measured in a subset of 150 pregnant women.</p><p><strong>Results: </strong>Urinary copper levels were positively associated with risk of GDM (adjusted odd ratio =1.48 for each one-unit increase in the log-transformed levels of copper, 95% confidence interval 1.15-1.91). 73 differential cytosine-phosphoguanine sites (CpGs) were identified to associate with copper. Of these CpGs, cg23773809 annotated to SNX10 mediated 24.7% and 22.4% of the copper-GDM and copper-1 h plasma glucose (1-h PG) association, respectively. cg04168577 annotated to PPFIBP2 and cg06105935 mediated 23.4% and 13.9% of the copper-1-h PG association, respectively. The protein, CD2AP was found to be a reliable predictor for GDM. The 73 differential CpGs mediated 64.1% of the copper-CD2AP association.</p><p><strong>Conclusions: </strong>Copper exposure may induce alterations in DNA methylation patterns, which can subsequently lead to changes in the expression of proteins associated with GDM and elevate the risk of developing GDM.</p>","PeriodicalId":520805,"journal":{"name":"The Journal of clinical endocrinology and metabolism","volume":" ","pages":""},"PeriodicalIF":5.1000,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association of urinary copper and gestational diabetes mellitus: role of epigenome-wide DNA methylation and proteomics.\",\"authors\":\"Yingru Li, Shanshan Zhang, Yuwei Lai, Ping Wu, Fengjiang Sun, Anqi Jiao, Xiangwang He, Yunhaonan Yang, Jiaying Yuan, Nianwei Wu, Rui Li, Yidan Dong, Tianlei Wang, Fan Li, Shuo Li, Gang Liu, Yayi Hu, Da Chen, Jin Wu, An Pan, Xiong-Fei Pan\",\"doi\":\"10.1210/clinem/dgaf555\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Context: </strong>The association between copper exposure and gestational diabetes mellitus (GDM) remains inconclusive.</p><p><strong>Objectives: </strong>Our study aimed to investigate the prospective relationship between urinary copper and GDM and the mediating role of DNA methylation for this association.</p><p><strong>Design: </strong>Nested case-control study based on the Tongjing-Huaxi-Shuangliu Birth Cohort.</p><p><strong>Participants, exposure and main outcome measures: </strong>Urinary copper and genome-wide DNA methylations were measured in early pregnancy for 432 pregnant women, and 737 proteins were measured in a subset of 150 pregnant women.</p><p><strong>Results: </strong>Urinary copper levels were positively associated with risk of GDM (adjusted odd ratio =1.48 for each one-unit increase in the log-transformed levels of copper, 95% confidence interval 1.15-1.91). 73 differential cytosine-phosphoguanine sites (CpGs) were identified to associate with copper. Of these CpGs, cg23773809 annotated to SNX10 mediated 24.7% and 22.4% of the copper-GDM and copper-1 h plasma glucose (1-h PG) association, respectively. cg04168577 annotated to PPFIBP2 and cg06105935 mediated 23.4% and 13.9% of the copper-1-h PG association, respectively. The protein, CD2AP was found to be a reliable predictor for GDM. The 73 differential CpGs mediated 64.1% of the copper-CD2AP association.</p><p><strong>Conclusions: </strong>Copper exposure may induce alterations in DNA methylation patterns, which can subsequently lead to changes in the expression of proteins associated with GDM and elevate the risk of developing GDM.</p>\",\"PeriodicalId\":520805,\"journal\":{\"name\":\"The Journal of clinical endocrinology and metabolism\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":5.1000,\"publicationDate\":\"2025-10-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Journal of clinical endocrinology and metabolism\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1210/clinem/dgaf555\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of clinical endocrinology and metabolism","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1210/clinem/dgaf555","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Association of urinary copper and gestational diabetes mellitus: role of epigenome-wide DNA methylation and proteomics.
Context: The association between copper exposure and gestational diabetes mellitus (GDM) remains inconclusive.
Objectives: Our study aimed to investigate the prospective relationship between urinary copper and GDM and the mediating role of DNA methylation for this association.
Design: Nested case-control study based on the Tongjing-Huaxi-Shuangliu Birth Cohort.
Participants, exposure and main outcome measures: Urinary copper and genome-wide DNA methylations were measured in early pregnancy for 432 pregnant women, and 737 proteins were measured in a subset of 150 pregnant women.
Results: Urinary copper levels were positively associated with risk of GDM (adjusted odd ratio =1.48 for each one-unit increase in the log-transformed levels of copper, 95% confidence interval 1.15-1.91). 73 differential cytosine-phosphoguanine sites (CpGs) were identified to associate with copper. Of these CpGs, cg23773809 annotated to SNX10 mediated 24.7% and 22.4% of the copper-GDM and copper-1 h plasma glucose (1-h PG) association, respectively. cg04168577 annotated to PPFIBP2 and cg06105935 mediated 23.4% and 13.9% of the copper-1-h PG association, respectively. The protein, CD2AP was found to be a reliable predictor for GDM. The 73 differential CpGs mediated 64.1% of the copper-CD2AP association.
Conclusions: Copper exposure may induce alterations in DNA methylation patterns, which can subsequently lead to changes in the expression of proteins associated with GDM and elevate the risk of developing GDM.