Evidence map›Paper›PMID 42778761›Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Integrative analysis of cadmium exposure and osteoarthritis: from population evidence to molecular mechanisms.

Yingjin Luo, Daqian Zhou, Mingmin Zhou, Qianghua Zheng

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In one paragraph

Article in Naunyn-Schmiedeberg's archives of pharmacology, 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
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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

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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

4 authors.

Yingjin Luo *Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, 646000, Sichuan, China.
Daqian Zhou *Acupuncture and Moxibustion College, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, Sichuan, China.
Mingmin ZhouCenter for Orthopedics and Rehabilitation Medicine, Affiliated Meishan Hospital of Chengdu University of Traditional Chinese Medicine/Traditional Chinese Medicine Hospital of Meishan, Meishan, 620032, Sichuan, China. 106900978@qq.com.
Qianghua ZhengCenter for Orthopedics and Rehabilitation Medicine, Affiliated Meishan Hospital of Chengdu University of Traditional Chinese Medicine/Traditional Chinese Medicine Hospital of Meishan, Meishan, 620032, Sichuan, China. KimberlyParker2030@outlook.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study integrates epidemiological analysis and computational toxicology approaches to systematically investigate the association between cadmium (Cd) exposure and osteoarthritis (OA), as well as the underlying molecular mechanisms. Based on the data from the 2013-2018 National Health and Nutrition Examination Survey (NHANES), multivariate logistic regression models and forest plot analyses revealed that elevated blood cadmium levels were significantly associated with an increased risk of OA, with particularly pronounced effects observed among individuals with diabetes, hypertension, vitamin D deficiency, low income, and smokers. Further, potential cadmium-related targets were identified through network toxicology, and by integrating differentially expressed genes (DEGs) in OA, weighted gene co-expression network analysis (WGCNA), and protein-protein interaction (PPI) networks (STRING), a total of 113 intersection genes were obtained. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses indicated that cadmium may promote OA progression by regulating pathways, such as cellular senescence, FOXO signaling, and TNF signaling. Through Cytoscape MCC algorithm, forest plot, and Lasso regression analysis, six key hub genes-MYC, FOXO1, FOXO3, ZFP36, AIF1, and KLF4-were identified. Molecular docking simulations further validated the strong binding affinity between cadmium nitrate and these core targets. Overall, this study comprehensively delineates the molecular network by which cadmium exposure may contribute to OA, providing novel insights into the environmental heavy metal toxicity mechanisms and potential therapeutic interventions.

Indexed as

CadmiumMolecular dockingNetwork toxicologyNHANESOsteoarthritis

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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.