Evidence map›Paper›PMID 41272095›Full record

ArticleScientific reports2025

Mediation and moderation by inflammation and dietary patterns in heavy metal exposure effects on kidney function.

Zhaoyang Zhong, Zhengqi Wei, Jincheng Liu, Keke Wei, Lei Yan

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
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

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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

5 authors.

Zhaoyang ZhongState Key Laboratory of Reproductive Medicine and Offspring Health, Center for Reproductive Medicine, Institute of Women, Children and Reproductive Health, Shandong University, Jinan, 250012, China.
Zhengqi WeiSchool of Public Health, Guilin Medical University, Guilin, 541199, Guangxi, China. weizhengqi0307@163.com.
Jincheng LiuState Key Laboratory of Reproductive Medicine and Offspring Health, Center for Reproductive Medicine, Institute of Women, Children and Reproductive Health, Shandong University, Jinan, 250012, China. l13297022037@163.com.
Keke WeiState Key Laboratory of Reproductive Medicine and Offspring Health, Center for Reproductive Medicine, Institute of Women, Children and Reproductive Health, Shandong University, Jinan, 250012, China.
Lei YanState Key Laboratory of Reproductive Medicine and Offspring Health, Center for Reproductive Medicine, Institute of Women, Children and Reproductive Health, Shandong University, Jinan, 250012, China. yanlei@sdu.edu.cn.

Funding

the China Postdoctoral Science Foundation 2022T150233the Natural Science Foundation of China 82303724
6 · The paper itself

Abstract

Heavy metals are highly nephrotoxic and may increase the risk of chronic kidney disease. However, the potential roles of inflammatory responses and dietary patterns in the relationship between heavy metals and kidney disease remain underexplored. This study examines the heavy metal exposure-inflammatory response-kidney function decline pathway and the modulating role of dietary patterns in heavy metal-induced kidney damage. Results from generalized linear models, restricted cubic spline models, and weighted quantile regression models show that exposure to individual heavy metals in blood and urine (except urinary mercury) is associated with a decrease in estimated glomerular filtration rate (eGFR) and an increase in urine albumin/creatinine ratio (UACR) and Systemic Inflammatory Response Index (SIRI) (except for blood mercury, urinary lead, and urinary mercury). Among blood heavy metals, lead (0.502) and cadmium (0.640) have the greatest impact on eGFR and UACR, respectively. Among urinary heavy metals, cadmium (0.463) and lead (0.902) have the greatest impact on eGFR and UACR, respectively. Moreover, exposure to multiple heavy metals in blood is linked to lower eGFR and higher UACR and SIRI, while exposure to multiple heavy metals in urine is associated with decreased eGFR, UACR, and SIRI. SIRI and Dietary Inflammatory Index (DII) are significantly associated with decreased eGFR and increased UACR, whereas Healthy Eating Index 2020 (HEI2020) is significantly associated with increased eGFR and decreased UACR. Mediation analysis indicates that individual or combined exposure to blood or urinary heavy metals affects kidney function via SIRI, with stronger mediation effects for individual heavy metal exposure than for combined exposure. Moderation analysis shows that DII exacerbates the nephrotoxicity of blood or urinary heavy metals, while HEI2020 has an ameliorating effect.

Indexed as

DietEnvironmental ExposureInflammationKidneyMetals, HeavyRenal Insufficiency, ChronicAdultAgedCadmiumFemaleGlomerular Filtration RateHumansMaleMiddle AgedCadmiumMetals, HeavyDietary patternsHeavy metalKidney functionSIRI

Identifiers

PMID41272095
PMCPMC12638307

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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.