Evidence map›Paper›PMID 41816243›Full record

ArticleFrontiers in nutrition2026

Prenatal exposure to metal mixtures and the risk of overweight and obesity in school-aged children: insights from metabolomic profiling.

Xu Yang, Xian Sun, Chun Yan, Wen Zhang, Lili Bao, YuWen Lv, Quanquan Guan, Yanyan Yu, Yankai Xia

Abstract read
In one paragraph

Article in Frontiers in nutrition, 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Xu Yang *Department of Pediatrics, Suzhou Affiliated Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, China.
Xian Sun *Preventive Health Care Department, Ligang Hospital of Jiangyin City, Wuxi, China.
Chun YanDepartment of Pediatrics, Suzhou Affiliated Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, China.
Wen ZhangDepartment of Pediatrics, Suzhou Affiliated Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, China.
Lili BaoDepartment of Pediatrics, Suzhou Affiliated Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, China.
YuWen LvDepartment of Pediatrics, Suzhou Affiliated Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, China.
Quanquan GuanState Key Laboratory of Reproductive Medicine and Offspring Health, School of Public Health, Nanjing Medical University, Nanjing, China.
Yanyan YuDepartment of Pediatrics, Suzhou Affiliated Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, China.
Yankai XiaState Key Laboratory of Reproductive Medicine and Offspring Health, School of Public Health, Nanjing Medical University, Nanjing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Prenatal metal mixtures exposure was associated with child growth. However, long-term impact of maternal metal mixture exposure on offspring's overweight or obesity (OWO) in childhood and the potential role of metabolites remain poorly understood. Methods: Based on a prospective cohort study, ten metals were measured and metabolomics profiling was conducted in maternal serum during pregnancy. Children's anthropometric parameters were measured at school age and OWO was defined according to the international World Health Organization (WHO) reference data. A combination of multiple regression models, variable selection models and exposome models were conducted to explore the effects of prenatal metal mixture exposure on child OWO and BMI Results: Maternal metals exposure such as Cu and V was found to be positively associated with OWO risk based on single-metal models, with ORs being 24.171 (95% Conclusion: Prenatal Cu and V exposure may have an adverse effect on school-aged childhood's OWO risk, and metabolites may play an important intermediate role. By further examining metabolite profiles, our findings offer insight into potential metabolic pathways through which prenatal metal exposure may influence childhood obesity risk, thereby extending existing epidemiological evidence with a mechanistic perspective. Multi-center population studies and

Indexed as

childrenmetabolomicsmetal mixtureoverweight and obesitypregnancy

Identifiers

PMID41816243
PMCPMC12971668

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