Evidence map›Paper›PMID 42374441›Full record

ArticleBMC women's health2026

Association between metal mixture exposure and the risk of POI: a case control study.

Lulu Wang, Qian Wang, Junyan Sun, Yuanxin Huang, Qiuwan Zhang, Liutong Wei, Shengju Yin, Dongmei Lai

Abstract read
In one paragraph

Article in BMC women's health, 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

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Lulu WangThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Guang Yuan Road, Shanghai, 200030, China.
Qian WangThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Guang Yuan Road, Shanghai, 200030, China.
Junyan SunThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Guang Yuan Road, Shanghai, 200030, China.
Yuanxin HuangThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Guang Yuan Road, Shanghai, 200030, China.
Qiuwan ZhangThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Guang Yuan Road, Shanghai, 200030, China.
Liutong WeiThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Guang Yuan Road, Shanghai, 200030, China.
Shengju YinMinistry of Education-Shanghai Key Laboratory of Children's Environmental Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China. yinshengju@163.com.
Dongmei LaiThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Guang Yuan Road, Shanghai, 200030, China. laidongmei@sjtu.edu.cn.

Funding

the National Natural Science Foundation of China. No.82271664, 82574102
6 · The paper itself

Abstract

backgroundThe adverse impacts of homeostasis disturbance of plasma trace elements on female reproduction, including premature ovarian insufficiency (POI), have received increasing attention recently, yet limited evidence has been reported so far. POI significantly affects women's quality of life and poses risks such as infertility and cardiovascular disease, necessitating the exploration of alternative risk factors.

methodsThe metals studied included Iron (Fe), Zinc (Zn), Selenium (Se), Cobalt (Co), Magnesium (Mg), Strontium (Sr), Lithium (Li), Copper (Cu), Aluminum (Al), Chromium (Cr), Manganese (Mn), Arsenium (As), Titanium (Ti), Vanadium (V), and Iodine (I) in POI patients (n = 30) and controls (n = 31). Using a case-control design, we employed logistic regression and Bayesian Kernel Machine Regression (BKMR) analyses to evaluate the relationship between individual and combined plasma metal exposures and the risk of developing POI.

resultsMn levels were higher in the POI group (median [IQR]: 2.20 [1.58-2.81] µg/L) compared to controls (1.44 [1.04-2.57] µg/L; p = 0.050). Similarly, V levels were significantly elevated in the POI group (mean ± SD: 1.19 ± 0.32 µg/L) versus controls (1.00 ± 0.38 µg/L; p = 0.049). Logistic regression indicated that higher Co levels were associated with a 98% reduced risk of POI (OR: 0.02; 95% CI: 0.00-0.72; p = 0.032), while higher Cu and V levels were associated with increased POI risk (Cu: OR: 1.01; 95% CI: 1.00-1.01; p = 0.032; V: OR: 8.65; 95% CI: 1.09-68.98; p = 0.042). Meanwhile, the RCS analysis revealed that higher plasma Mn levels were associated with an increased risk of POI (P non-linear = 0.041). Using BKMR, we evaluated the joint and individual effects of four metals-Mn, Co, Cu, and V-on POI risk and observed a joint risk effect on POI when all four metals were at or above their 55th percentiles. In particular, Mn had a significant effect on POI risk, with its effect size increasing as the concentrations of the other three metals rose from their 25th to 75th percentiles, and remained significant when the other metals were fixed at their 75th percentiles. Notably, Co showed inverse associations with Mn-Cu-V exposure. Moreover, no significant interactions were observed between Mn and Co, Cu, or V in their association with POI risk.

conclusionsKey findings revealed positive associations between plasma metal levels with POI risk in both single-metal and mixture analyses, highlighting manganese as a potential correlative biomarker for POI.

Indexed as

MetalsPrimary Ovarian InsufficiencyTrace ElementsAdultAluminumBayes TheoremCase-Control StudiesChromiumCobaltCopperFemaleHumansIronLithiumLogistic ModelsMagnesiumAluminumChromiumCobaltCopperIronLithiumMagnesiumManganeseMetalsSeleniumTrace ElementsVanadiumZincBayesian Kernel Machine RegressionManganeseMultiple metal exposurePremature ovarian insufficiency

Identifiers

PMID42374441
PMCPMC13579960

What OpenQuestion holds

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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.