Evidence map›Paper›PMID 40610695›Full record

ArticleBiological trace element research2026

Bioinformatics-Based Discovery of Therapeutic Targets in Cadmium-Induced Lung Adenocarcinoma: The Role of Oxyresveratrol.

Murat Isıyel, Hamid Ceylan, Yeliz Demir

Abstract read
In one paragraph

Article in Biological trace element research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
–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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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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

3 authors.

Murat IsıyelFaculty of Science, Department of Molecular Biology and Genetics, Atatürk University, Erzurum, Turkey.
Hamid CeylanFaculty of Science, Department of Molecular Biology and Genetics, Atatürk University, Erzurum, Turkey.
Yeliz DemirDepartment of Pharmacy Services, Nihat Delibalta Göle Vocational High School, Ardahan University, Ardahan, 75700, Turkey. yelizdemir2116@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, we establish a comprehensive bioinformatic and experimental platform for revealing the molecular bases of cadmium (Cd)-induced lung adenocarcinoma (LUAD) and the therapeutic efficacy of the natural polyphenol oxyresveratrol (O-RES) against this disease. A total of 116 differentially expressed genes (DEGs) were obtained, including 30 upregulated and 86 downregulated obtained by integrating five LUAD-related transcriptomic datasets from the GEO database. Results of network analysis identified four core hub genes: upregulated (Mmp9 and Col1a1) and downregulated (Cdh5 and Pecam-1). Using the ToppFUN module, functional enrichment analysis described the identified genes in relevant oncogenic. The in vivo validation with a rat model of Cd-induced lung toxicity further confirmed that the expression levels of these hub genes were markedly changed due to the increased level of Cd, which resembled the human LUAD profile. Strikingly, co-administration of oxyresveratrol (O-RES) further completely abolished the transcriptional aberration of this signaling pathway induced by Cd, indicating that O-RES could attenuate carcinogenic signaling in Cd-induced carcinogenesis. Furthermore, molecular docking analysis revealed that O-RES exhibits strong and specific binding affinities to key LUAD-associated targets, including Mmp9, Col1a1, Cdh5, and Pecam-1, supporting its multi-targeted therapeutic potential. These findings not only underscore the potential of Mmp9, Col1a1, Cdh5, and Pecam-1 as robust biomarkers for Cd-induced LUAD but also highlight O-RES as a promising multi-targeted agent for chemoprevention and therapeutic intervention in environmentally triggered LUAD.

Indexed as

Adenocarcinoma of LungCadmiumComputational BiologyLung NeoplasmsPlant ExtractsStilbenesAnimalsCollagen Type ICollagen Type I, alpha 1 ChainGene Expression Regulation, NeoplasticHumansMaleMatrix Metalloproteinase 9Molecular Docking SimulationRatsRats, Sprague-DawleyCadmiumCollagen Type ICollagen Type I, alpha 1 ChainMatrix Metalloproteinase 9Plant Extractspuag-haadStilbenesBioinformaticsCadmiumLung adenocarcinomaOxyresveratrol

Identifiers

PMID40610695
PMCPMC12847123

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Registered trials

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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.