ArticleJournal of cellular and molecular medicine2023
An effective disease diagnostic model related to pyroptosis in ischemic cardiomyopathy.
Article in Journal of cellular and molecular medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Identification of diagnostic and therapeutic roles of programmed cell death-related proteins in dilated cardiomyopathy: a multi-omics and experimental validation study.Scientific reports · 2026Article
- Identification of PANoptosis-Related Biomarkers in Hypertrophic Cardiomyopathy: Insights from Multi-Omics Analysis.Journal of inflammation research · 2026Article
- PANoptosis: a potential target of atherosclerotic cardiovascular disease.Apoptosis : an international journal on programmed cell death · 2025Review
- A Novel Disulfidptosis-Related Diagnostic Gene Signature and Differential Expression Validation in Ischaemic Cardiomyopathy.Journal of cellular and molecular medicine · 2025Article
- Decoding interaction between mitochondria and endoplasmic reticulum in ischemic myocardial injury: targeting natural medicines.Frontiers in pharmacology · 2025Review
- Exploring the diagnostic and immune infiltration roles of disulfidptosis related genes in pulmonary hypertension.Respiratory research · 2024Article
- Role of anoikis-related gene RAC3 in prognosis, immune microenvironment, and contribution to malignant behaviorFrontiers in pharmacology · 2024Article
- An effective disease diagnostic model related to pyroptosis in ischemic cardiomyopathy.Journal of cellular and molecular medicine · 2023Article
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Authors and funding
8 authors.
Funding
Abstract
Pyroptosis is involved in ischemic cardiomyopathy (ICM). The study aimed to investigate the pyroptosis-related genes and clarify their diagnostic value in ICM. The bioinformatics method identified the differential pyroptosis genes between the normal control and ICM samples from online datasets. Then, protein-protein interaction (PPI) and function analysis were carried out to explore the function of these genes. Following, subtype analysis was performed using ConsensusClusterPlus, functions, immune score, stromal score, immune cell proportion and human leukocyte antigen (HLA) genes between subtypes were investigated. Moreover, optimal pyroptosis genes were selected using the least absolute shrinkage and selection operator (LASSO) analysis to construct a diagnostic model and evaluate its effectiveness using receiver operator characteristic (ROC) analysis. Twenty-one differential expressed pyroptosis genes were identified, and these genes were related to immune and pyroptosis. Subtype analysis identified two obvious subtypes: sub-1 and sub-2. And LASSO identified 13 optimal genes used to construct the diagnostic model. The diagnostic model in ICM diagnosis with the area under ROC (AUC) was 0.965. Our results suggested that pyroptosis was tightly associated with ICM.
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