Evidence map›Paper›PMID 40426234›Full record

ArticleClinical epigenetics2025

Cadmium exposure, epigenetic modifications, and serum cystatin C: insights into mediated pathways and mortality risks in U.S. adults.

Yu-Wei Fang, Ching-Way Chen, Ta-Chen Su, Chien-Yu Lin

Abstract read
In one paragraph

Article in Clinical epigenetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

Who cites it

1 citing paper in PubMed.

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4 · The record

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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

4 authors.

Yu-Wei FangDivision of Nephrology, Department of Internal Medicine, Shin-Kong Wu Ho-Su Memorial Hospital, Taipei, 111, Taiwan.
Ching-Way ChenDepartment of Cardiology, National Taiwan University Hospital Yunlin Branch, Yunlin, 640, Taiwan.
Ta-Chen SuInstitute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taipei, 100, Taiwan.
Chien-Yu LinSchool of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei, 242, Taiwan. lin7010@mail2000.com.tw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCadmium exposure has been linked to elevated cystatin C levels, disruptions in epigenetic patterns, and increased mortality risk. However, the role of epigenetic modifications in the relationship between cadmium and cystatin C remains poorly understood. Furthermore, it is unclear how cystatin C and epigenetic changes influence the connection between cadmium exposure and mortality outcomes. The study explored the associations among blood cadmium levels, serum cystatin C, an epigenetic biomarker (DNA methylation-predicted cystatin C, DNAmCystatinC), and mortality outcomes.

methodsWe utilized data from 8716 participants aged 18 years and older in the National Health and Nutrition Examination Survey (NHANES, 1999-2002), linked to mortality records from the National Center for Health Statistics (NCHS) through 2019.

resultsOur findings revealed that higher natural log-transformed (ln)-blood cadmium was associated with elevated ln-serum cystatin C (β = 0.052, P < 0.001) and higher ln-DNAmCystatinC (β = 0.007, P = 0.008). Compared to the reference group (both blood cadmium and DNAmCystatinC ≤ 50th percentile), those with blood cadmium and DNAmCystatinC > 50th percentile had the highest mean serum cystatin C levels (1.26 mg/L vs. 1.11 mg/L; P for trend = 0.002). Structural equation modeling (SEM) indicated that DNAmCystatinC partially mediated the relationship between cadmium exposure and cystatin C, with a total effect of 0.068, a direct effect of 0.066, and an indirect effect of 0.002. Weighted Cox regression analysis showed higher blood cadmium was associated with an increased risk of all mortality outcomes, with stronger associations observed in individuals whose serum cystatin C was at or above the 50th percentile. These findings were consistent both in the overall population and after excluding individuals with chronic kidney disease. Furthermore, a significant interaction was identified between blood cadmium and serum cystatin C in their influence on all-cause mortality.

conclusionsWe found higher blood cadmium is linked to increased serum cystatin C and DNAmCystatinC, with DNAmCystatinC partially mediating the effect on serum cystatin C. Notably, serum cystatin C may modify the relationship between cadmium exposure and mortality outcomes. Further research is warranted to elucidate these complex interactions.

Indexed as

CadmiumCystatin CEnvironmental ExposureEpigenesis, GeneticAdultAgedBiomarkersDNA MethylationFemaleHumansMaleMiddle AgedMortalityNutrition SurveysUnited StatesYoung AdultBiomarkersCadmiumCystatin CCadmiumDNA methylation-predicted cystatin C (DNAmCystatinC)EpigeneticsMortalityNational Health and Nutrition Examination Survey (NHANES)Serum cystatin C

Identifiers

PMID40426234
PMCPMC12117750

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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 Socratic graph.