Evidence map›Paper›PMID 41824199›Full record

ArticleMolecular and cellular biochemistry2026

Unraveling the role of cuproptosis in pulmonary fibrosis pathogenesis and prognosis: an integrative single-cell transcriptomics and microarray analysis.

Mengting Chen, Jialu Chen, Jiaxiang Zhang, Yong Zhu, Xiaoxiao Meng, Zhengfeng Yang, Ruilan Wang

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Article in Molecular and cellular biochemistry, 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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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Mengting Chen *Department of Critical Care Medicine, School of Medicine, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, 201620, China.
Jialu Chen *Department of Thoracic Surgery, School of Medicine, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, 200092, China.
Jiaxiang Zhang *Department of Critical Care Medicine, School of Medicine, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, 201620, China.
Yong ZhuDepartment of Critical Care Medicine, School of Medicine, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, 201620, China.
Xiaoxiao MengDepartment of Critical Care Medicine, School of Medicine, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, 201620, China.
Zhengfeng YangPrecision Research Center for Refractory Diseases, School of Medicine, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, 201620, China. zhengfeng.yang@shgh.cn.
Ruilan WangDepartment of Critical Care Medicine, School of Medicine, Shanghai General Hospital, Shanghai Jiaotong University, Shanghai, 201620, China. wangyusun@hotmail.com.

Funding

Key Supporting Discipline of Shanghai Healthcare System 2023ZDFC0102National Key Clinical Specialist Construction Project Z155080000004National Natural Science Foundation of China 82200077National Natural Science Foundation of China 82472218
6 · The paper itself

Abstract

Pulmonary fibrosis (PF), a progressive interstitial lung disease with elusive pathogenesis, remains a therapeutic challenge. Emerging evidence suggests cuproptosis-a copper-dependent cell death pathway-may play a regulatory role in disease progression. This study aims to elucidate cuproptosis's biological function and establish a prognostic model for PF. Through integrative analysis of single-cell RNA-seq data from bleomycin (BLM)-induced mouse models and bulk RNA-seq data from idiopathic pulmonary fibrosis (IPF) patients, we identified cuproptosis-related genes (CRGs) using LASSO regression and Cox regression. A novel 4-CRG signature (LIAS, LIPT1, ATP7A, PDHB) was constructed to stratify patients into distinct risk groups in the GSE70866 cohort, where high-risk individuals exhibited poorer survival and enhanced extracellular matrix/lipid metabolism activity via GO/KEGG analysis. Experimental validation in BLM-induced mouse models, TGF-β1-stimulated fibroblast-to-myofibroblast transition assays, and human IPF specimens demonstrated significant downregulation of CRGs through qRT-PCR and immunohistochemical analyses. Functional assays revealed impaired cell viability and elevated cuproptosis markers in fibrotic microenvironments. Our findings establish an inverse correlation between cuproptosis and PF progression, and propose a robust risk-score model for clinical prognosis prediction. This multi-omics approach provides new insights into copper-mediated regulatory mechanisms in fibrogenesis.

Indexed as

CuproptosisIdiopathic Pulmonary FibrosisPulmonary FibrosisSingle-Cell AnalysisTranscriptomeAnimalsDisease Models, AnimalHumansMaleMicePrognosisSingle-Cell Gene Expression AnalysisATP7ACuproptosisLIASLIPT1PDHBPulmonary fibrosis

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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.