ArticleJournal of inflammation research2023
A Pilot Study About the Role of PANoptosis-Based Genes in Atherosclerosis Development.
Article in Journal of inflammation research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 18 citations in OpenAlex.
- The Compatibility of Astragali Radix and Angelicae Sinensis Radix Attenuates Atherosclerosis by Suppressing Vascular Endothelial PANoptosis via the p38 MAPK/p53 Pathway: A Multi-Omics and Experimental Study.International journal of molecular sciences · 2026Article
- Integrative transcriptomic analysis identifies ACP5 and FBLN5 as candidate shared transcriptomic signatures between pulpitis and carotid plaque rupture.Scientific reports · 2026Article
- Mitochondrial dysfunction drives ZBP1-mediated PANoptosis to increase the susceptibility of heart failure with preserved ejection fraction-associated atrial fibrillation.Journal of advanced research · 2026Article
- Targeting PANoptosis in atherosclerosis: bridging cell death mechanisms and therapy.Apoptosis : an international journal on programmed cell death · 2026Review
- Identification of PANoptosis-Related Biomarkers in Hypertrophic Cardiomyopathy: Insights from Multi-Omics Analysis.Journal of inflammation research · 2026Article
- Traditional Chinese Medicine Treatment for Coronary Heart Disease: Pathological Mechanisms of Modulating Cell Death Pathways.Journal of inflammation research · 2026Review
- RUNX1 promotes NSCLC progression by ACP5/SMAD3-mediated M2 macrophage polarization.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2025Article
- NLRP3-Mediated PANoptosis and Associated Interventions in Endothelial Injury.Cardiovascular toxicology · 2025Review
- Article
- Exploring PANoptosis Related Novel Diagnostic Biomarkers and Potential Drugs for Sarcopenia based on Machine Learning and Experimental Validation.Current medicinal chemistry · 2025Article
- The role of mitochondria-related genes and immune infiltration in carotid atherosclerosis: identification of hub targets through bioinformatics and machine learning approaches.Frontiers in genetics · 2025Article
- The role of IFI16 in regulating PANoptosis and implication in heart diseases.Cell death discovery · 2024Review
- The Potential Therapeutic Prospect of PANoptosis in Heart Failure.Journal of inflammation research · 2024Review
- Article
- Identification of key genes for cuproptosis in carotid atherosclerosis.Frontiers in cardiovascular medicine · 2024Article
Corrections and comments
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: As a chronic inflammatory disease, atherosclerosis (AS) and ischemia events are primarily affected by inflammation in AS. PANoptosis has been implicated in many human systemic disorders, including infection, cancer, neurodegeneration, and inflammation. On the other hand, little is understood about PANoptosis's function in AS. Methods: We used consensus clustering to divide the GSE100927 dataset into two panoptosis-related subgroups. PANoptosis-associated genes were screened by differential analysis and weighted gene co-expression network analysis (WGCNA) and enriched by ClueGO software. Investigating LASSO regression and MCODE to identify AS Diagnostic Markers. Immunoinfiltration analysis and single-cell analysis were used to search for cell types associated with the diagnostic genes. Final validation was performed by polymerase chain reaction (PCR). Results: We classified the GSE100927 dataset into two PANoptosis-related subtypes based on the expression of PANoptosis-related genes (PRGs) using consensus clustering. A total of 36 PANoptosis-associated genes were screened in the differentially expressed genes and WGCNA-related module. 4 hub genes were identified by MCODE and LASSO regression, and 3 AS diagnostic markers (ACP5, CCL3, HMOX1) were screened by external validation set. Immunoinfiltration analysis and single-cell analysis showed that the three diagnostic markers were associated with macrophages, and PCR results demonstrated that ACP5 and HMOX1 could be used as AS diagnostic markers. Conclusion: Our study identified ACP5 and HMOX1 as diagnostic genes for AS that may be associated with PANoptosis. ACP5 and HMOX1 may be involved in the pathogenesis of AS by regulating macrophage PANoptosis.
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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.