Evidence map›Paper›PMID 40246469›Full record

ArticleJournal of environmental sciences (China)2025

Heavy metals are liver fibrosis risk factors in people without traditional liver disease etiologies.

Ning Ma, Meena B Bansal, Jaime Chu, Mark Woodward, Andrea D Branch

Abstract read
In one paragraph

Article in Journal of environmental sciences (China), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

3 citing papers in PubMed.

  1. Article
  2. Associations Between Domestic Water Hardness, Genetic Risk and Severe MASLD: A Large-Scale Cohort Study.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Article
  3. Article
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.

Ning MaDivision of Liver Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, 10029, USA.
Meena B BansalDivision of Liver Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, 10029, USA.
Jaime ChuDepartment of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, 10029, USA.
Mark WoodwardThe George Institute for Global Health, School of Public Health, Imperial College London, London, W12 7RZ, UK; The George Institute for Global Health, University of New South Wales, Sydney, 2000, Australia.
Andrea D BranchDivision of Liver Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, 10029, USA. Electronic address: andrea.branch@mssm.edu.

Funding

NIOSH CDC HHS U01 OH011489NIOSH CDC HHS U01 OH012263NIOSH CDC HHS U01 OH012622
6 · The paper itself

Abstract

Liver fibrosis is an important predictor of mortality. Liver disease case definitions changed in 2023. These definitions include an easily over-looked group with no traditional etiology (NTE) of liver disease and no steatosis. We analyzed heavy metals and cardiometabolic risk factors (CMRFs) as fibrosis risk factors in the NTE group and in people with another newly-defined condition, metabolic dysfunction-associated steatotic liver disease (MASLD). Two National Health and Nutrition Examination Survey (NHANES) datasets were analyzed. In NHANES III (1988-1994), fibrosis and steatosis were defined by Fibrosis-4 scores and ultrasound, respectively, in 12,208 adults. In NHANES 2017-2020, fibrosis and steatosis were defined by transient elastography and the controlled attenuation parameter (CAP) in 5525 adults. Fibrosis risk factors varied over time and by race/ethnicity. In the earlier dataset, NTE-fibrosis had a positive, non-significant, association with high blood levels of lead (Pb). MASLD-fibrosis was associated with Pb (OR = 2.5, 95 % CI, 1.4-4.4) and not with CMRFs in non-Hispanic Blacks but was associated with CMRFs in non-Hispanic Whites. Heavy metal exposures fell between the two time periods. In the later dataset, NTE-fibrosis was associated with Pb (OR = 4.2, 95 % CI, 2.6-6.8) and cadmium (OR = 1.8, 95 % CI, 1.1-3.0) in the total population, but not with most CMRFs. MASLD-fibrosis was strongly-significantly associated with CMRFs in every racial/ethnic group except non-Hispanic Blacks in whom CMRFs were only weakly associated with MASLD-fibrosis. Heavy metal pollution, which disproportionately impacts minoritized populations, decreased over time, but remained strongly associated with liver fibrosis in people lacking traditional etiological factors for liver disease.

Indexed as

Environmental ExposureEnvironmental PollutantsLiver CirrhosisMetals, HeavyAdultFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsEnvironmental PollutantsMetals, HeavyCardiometabolic risk factors (CMRFs)Heavy metalMetabolic dysfunction-associated steatotic liver disease (MASLD) FibrosisRacial disparitiesTransient elastography

Identifiers

PMID40246469
PMCPMC12007413

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.