ArticleBMC genomics2023
Integrative analyses and validation of ferroptosis-related genes and mechanisms associated with cerebrovascular and cardiovascular ischemic diseases.
Article in BMC genomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- ZFP36L1 Enhances Microglial Ferroptosis in Ischemic Stroke by Reducing FTO-Mediated N6-Methyladenosine Demethylation of ACSL1 mRNA.The Kaohsiung journal of medical sciences · 2026Article
- Epigenetic Mechanisms Regulating Ferroptosis in Ischemic Stroke: From Pathogenesis to Therapeutic Targets.Cellular and molecular neurobiology · 2026Review
- Recent advances on the role of G0S2.Discover oncology · 2025Review
- [Identifying genetic etiology of ischemic stroke based on pleiotropy of obesity related genes: A sibling study].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Article
- Bioinformatics insights into ACSL1 and ACSL5: prognostic and immune roles in low-grade glioma.BMC cancer · 2025Article
- Type I IFN induces long-chain acyl-CoA synthetase 1 to generate a phosphatidic acid reservoir for lipotoxic saturated fatty acids.Journal of lipid research · 2025Article
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Authors and funding
7 authors.
Funding
Abstract
backgroundThere has been a gradual increase in the occurrence of cardiovascular and cerebrovascular ischemic diseases, particularly as comorbidities. Yet, the mechanisms underlying these diseases remain unclear. Ferroptosis has emerged as a potential contributor to cardio-cerebral ischemic processes. Therefore, this study investigated the shared biological mechanisms between the two processes, as well as the role of ferroptosis genes in cardio-cerebral ischemic damage, by constructing co-expression modules for myocardial ischemia (MI) and ischemic stroke (IS) and a network of protein-protein interactions, mRNA-miRNA, mRNA-transcription factors (TFs), mRNA-RNA-binding proteins (RBPs), and mRNA-drug interactions.
resultsThe study identified seven key genes, specifically ACSL1, TLR4, ADIPOR1, G0S2, PDK4, HP, PTGS2, and subjected them to functional enrichment analysis during ischemia. The predicted miRNAs were found to interact with 35 hub genes, and interactions were observed between 11 hub genes and 30 TF transcription factors. Additionally, 10 RBPs corresponding to 16 hub genes and 163 molecular compounds corresponding to 30 hub genes were identified. This study also clarified the levels of immune infiltration between MI and IS and different subtypes. Finally, we identified four hub genes, including TLR4, by using a diagnostic model constructed by Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis; ADIPOR1, G0S2, and HP were shown to have diagnostic value for the co-pathogenesis of MI and cerebral ischemia by both validation test data and RT-qPCR assay.
conclusionsTo the best our knowledge, this study is the first to utilize multiple algorithms to comprehensively analyze the biological processes of MI and IS from various perspectives. The four hub genes, TLR4, ADIPOR1, G0S2, and HP, have proven valuable in offering insights for the investigation of shared injury pathways in cardio-cerebral injuries. Therefore, these genes may serve as diagnostic markers for cardio-cerebral ischemic diseases.
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