Evidence map›Paper›PMID 41114788›Full record

ArticleBiometals : an international journal on the role of metal ions in biology, biochemistry, and medicine2026

From environmental exposure to retinal pathology: epidemiological and mechanistic insights into multi-metal driven ocular diseases.

Yating Zhou, Chen Liu, Jian Yin, Dandan Zhao, Fei Xue

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Article in Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine, 2026. 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
–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

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.

Yating Zhou *Kunshan Hospital of Traditional Chinese Medicine, 388 Zuchongzhi South Road, Kunshan City, Suzhou, Jiangsu Province, China.
Chen Liu *Department of Ophthalmology, Dalian University Affiliated Xinhua Hospital, 156 Wansui Street, Shahekou District, Dalian City, 116021, Liaoning Province, China.
Jian YinKunshan Hospital of Traditional Chinese Medicine, 388 Zuchongzhi South Road, Kunshan City, Suzhou, Jiangsu Province, China.
Dandan ZhaoDepartment of Environmental Science, Stockholm University, Stockholm, Sweden.
Fei XueKunshan Hospital of Traditional Chinese Medicine, 388 Zuchongzhi South Road, Kunshan City, Suzhou, Jiangsu Province, China. a20120921@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With aging and environmental pollution, heavy metal exposure has become a growing concern for age-related eye diseases. However, the relationship between heavy metals and age-related macular degeneration (AMD), cataracts, glaucoma, and diabetic retinopathy (DR) remains unclear. This study investigates the association between urinary heavy metals and these eye diseases, focusing on the molecular mechanisms of cadmium (Cd) in driving AMD. Data from the 2005-2008 NHANES (n = 1865) were analyzed using multivariable logistic regression, weighted quantile sum (WQS) regression, Bayesian kernel machine regression (BKMR), restricted cubic spline (RCS) modeling, and sensitivity analyses. Potential molecular mechanisms of Cd in AMD were explored via intersection gene screening, protein-protein interaction network construction, and GO/KEGG enrichment analyses. In single-metal exposure models, Cd was significantly associated with AMD (OR = 1.563, 95% CI: 1.177-2.077, P = 0.00205), Co with cataract (OR = 1.386), U with glaucoma (OR = 1.300), and As with DR (OR = 1.214). In the WQS model, only AMD remained significantly associated with the overall metal mixture (OR = 1.89, 95% CI: 1.22-2.91, P = 0.0041). BKMR identified Cd as the most influential contributor to AMD (PIP = 0.523). The exposure-response curve for Cd and AMD demonstrated an upward trend, with the risk of AMD increasing as Cd exposure levels rose. Additionally, the overall metal mixture was positively associated with AMD risk. Subgroup and RCS analyses confirmed the stability of results, with no significant interaction across demographic subgroups. Sensitivity analyses further validated the findings: the highest quartile of Cd exposure was associated with increased AMD risk (OR = 2.45), and a significant dose-response trend was observed (P for trend = 0.0187). The association remained robust after excluding outliers (OR = 1.31, P = 0.0483).Mechanistically, Cd may induce retinal pigment epithelium damage via oxidative stress (SIRT1/TP53 axis), inflammation (TLR4/NF-κB pathway and pro-inflammatory cytokines), dysregulated apoptosis (BCL2/BAX imbalance), and hypoxia-induced metabolic disruption (HIF-1 signaling). Cd is an independent risk factor for AMD, likely acting through multiple toxic pathways. The effects of U, Co, and As may depend on exposure thresholds or confounders. These findings highlight the need for stricter Cd control and targeted antioxidant or anti-inflammatory strategies for age-related eye disease prevention and treatment.

Indexed as

CadmiumCataractDiabetic RetinopathyEnvironmental ExposureGlaucomaMacular DegenerationRetinaAgedFemaleHumansMaleMiddle AgedCadmiumAge-related macular degeneration (AMD)Cadmium (Cd)Environmental exposureHeavy metalsNHANES

Identifiers

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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 Socratic graph.