Evidence map›Paper›PMID 42151293›Full record

ArticleScientific reports2026

Identification of diagnostic and therapeutic roles of programmed cell death-related proteins in dilated cardiomyopathy: a multi-omics and experimental validation study.

Jili Fan, Lihong Chen, Wentao Shang, Xiaotong Wang, Tian Gan, Xin Tan, Laichun Song, Xiaohong Bo

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Article in Scientific reports, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Jili Fan *Department of Cardiovascular Disease, Taihe County People's Hospital, Taihe Hospital of Wannan Medical College, Fuyang, 236600, China.
Lihong Chen *The First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou, 510000, China.
Wentao ShangDepartment of Cardiovascular Disease, Taihe County People's Hospital, Taihe Hospital of Wannan Medical College, Fuyang, 236600, China.
Xiaotong WangDepartment of Cardiovascular Disease, Taihe County People's Hospital, Taihe Hospital of Wannan Medical College, Fuyang, 236600, China.
Tian GanSchool of Basic Medicine, Southern Medical University, Guangzhou, 510000, China.
Xin TanDepartment of Cardiology, The Fourth Affiliated Hospital of Soochow University, Suzhou Dushu Lake Hospital, Medical Center of Soochow University, Suzhou, 215000, China.
Laichun SongDepartment of Cardiac Surgery, Wuhan Yaxin General Hospital, Wuhan, 430000, China. songlaichun@aliyun.com.
Xiaohong BoDepartment of Cardiovascular Disease, Taihe County People's Hospital, Taihe Hospital of Wannan Medical College, Fuyang, 236600, China. thxrmyybxh@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dilated cardiomyopathy (DCM) is a clinically heterogeneous cardiac disorder characterized by ventricular dilation and systolic dysfunction, with limited options for mechanism-based diagnosis and targeted therapy. Programmed cell death (PCD), encompassing apoptosis, ferroptosis, pyroptosis, and other regulated mechanisms, has been implicated in the pathogenesis of DCM, yet its diagnostic and therapeutic relevance remains incompletely understood. Here, we performed an integrative multi-omics analysis combining bulk and single-cell RNA sequencing datasets to identify PCD-related molecular features associated with DCM. Through differential gene expression, WGCNA, and six machine learning algorithms, eight core genes (AGTR2, GLI2, HRK, IL10, NQO1, NT5E, SFRP1, and STAT4) were identified and used to construct a predictive model evaluated across five independent cohorts. Immune infiltration and consensus clustering revealed two distinct molecular subtypes with differential immune-metabolic signatures. Single-cell analysis demonstrated cell-type-specific expression, particularly in fibroblasts and immune cells. Drug-gene interaction mapping and molecular docking highlighted decitabine and folic acid as potential therapeutic candidates. Expression of key genes was partially validated at the mRNA and protein levels in both human and mouse myocardium. Notably, given that most transcriptomic datasets represent advanced-stage disease, these findings may reflect shared molecular features of cardiac remodeling rather than early disease-specific mechanisms. This study provides insights into PCD-associated molecular alterations in DCM and offers a basis for future research into molecular stratification and therapeutic targeting.

Indexed as

ApoptosisApoptosis Regulatory ProteinsCardiomyopathy, DilatedAnimalsGene Expression ProfilingHumansMiceMultiomicsSingle-Cell AnalysisTranscriptomeApoptosis Regulatory ProteinsBiomarker identificationDilated cardiomyopathyMachine learningProgrammed cell deathSingle-cell RNA sequencing

Identifiers

PMID42151293
PMCPMC13376755

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