Evidence map›Paper›PMID 41217457›Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Unveiling the toxicological impact of cigarette smoke exposure on chronic obstructive pulmonary disease: integrated insights from network toxicology and multi-omics.

Xianqiang Zhou, Yixin Zhang, Fang Tan, Cuiling Feng

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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.

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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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3 · Its place in the literature

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0 citing papers 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.

Xianqiang Zhou *Department of Traditional Chinese Medicine, Peking University People's Hospital, Beijing, 100044, China.
Yixin Zhang *Department of Traditional Chinese Medicine, Peking University People's Hospital, Beijing, 100044, China.
Fang Tan *Department of Oncology, Jing'an District Hospital of Traditional Chinese Medicine, Shanghai, 200072, China.
Cuiling FengDepartment of Traditional Chinese Medicine, Peking University People's Hospital, Beijing, 100044, China. fengcuiling@pku.edu.cn.

Funding

National Key Research and Demonstration Program of Modernization of Traditional Chinese Medicine in 2025 2025YFC3508200National Key Technology Research and Development Program of the Ministry of Science and Technology of China 2023ZD0506703National Natural Science Foundation of China No. 82374361
6 · The paper itself

Abstract

Cigarette smoke (CS) is the primary environmental risk factor for chronic obstructive pulmonary disease (COPD), although its systemic toxicological mechanisms remain incompletely understood. The study integrated network toxicology, multi-omics analysis, and experimental validation to elucidate CS exposure-induced COPD pathogenesis. Screening the ProTox and ADMETlab databases against 93 harmful compounds in FDA-listed cigarettes identified 9 compounds with respiratory toxicity (aflatoxin B1, anabasine, 2-amino-3-methylimidazo[4,5-f]quinoline, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone, nicotine, n-nitrosonornicotine, n-nitrosopiperidine, n-nitrosopyrrolidine, and nornicotine). Twenty-eight pathogenic genes were selected by cross-referencing COPD-associated signature genes with predicted targets, which primarily enriched in folate biosynthesis, xenobiotic metabolism by cytochrome P450 and chemical carcinogenesis-reactive oxygen species pathways. By integrating three machine learning algorithms, including RF, SVM-RFE, and LASSO, we identified 7 hub genes associated with the pathogenesis of COPD, including CX3CL1, NQO1, CSGALNACT1, CBR1, KCNA1, ATP12A, and KDM5D. Bulk RNA sequencing confirmed significant dysregulation of these genes in COPD (P < 0.001). Molecular docking analyses indicated a strong binding affinity between compounds and hub targets. In vivo experiments demonstrated that CS exposure induced pulmonary dysfunction (markedly reduced FEV0.1/FVC, P < 0.01), emphysematous changes, and aberrant expression of the above hub genes. Single-cell RNA sequencing further implicated hub genes in immune microenvironment remodeling. The study systematically delineates the compound-target-disease network underlying CS-induced COPD, providing a theoretical basis for prevention, early diagnosis, and targeted therapy of COPD.

Indexed as

Cigarette SmokingPulmonary Disease, Chronic ObstructiveSmokeTobacco ProductsAnimalsGene Regulatory NetworksHumansLungMaleMiceMultiomicsSmokeAnimal experimentChronic obstructive pulmonary disease (COPD)Cigarette smoke (CS)Network toxicologySecondhand smoke (SHS)

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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.