ArticleFrontiers in cardiovascular medicine2022
Identification of GLS as a cuproptosis-related diagnosis gene in acute myocardial infarction.
Article in Frontiers in cardiovascular medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers.
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57 citing papers in PubMed, 70 citations in OpenAlex.
- Identification and Experimental Validation of Key Genes Related to Neuroendocrine in Periodontitis Based on Single-Cell and Bulk Transcriptome Data.Journal of cellular and molecular medicine · 2026Article
- Identification and validation of brown adipocyte-related key genes in ST-segment elevated myocardial infarction.Journal of cardiothoracic surgery · 2026Article
- Emerging role of copper in the pathophysiology of spinal cord injury.Neural regeneration research · 2026Article
- From copper transport to cuproptosis: emerging therapeutic targets in cardiovascular disease.Molecular and cellular biochemistry · 2026Review
- Identification of potential key efferocytosis-related genes in rheumatoid arthritis using machine learning.Clinical rheumatology · 2026Article
- Epigenetic and immunological alterations in umbilical cord blood of overweight/obese women with gestational diabetes mellitus: insights into DNA methylation signatures and immune cell dysregulation.BMC pregnancy and childbirth · 2026Article
- Identification of COL5A1 and TGFBI as key basement membrane genes and their molecular mechanisms in gestational diabetes mellitus.Medicine · 2026Article
- Deciphering the Effect of Methyl 4‑Hydroxybenzoate on Breast Cancer by Bioinformatics and Experiments.ACS omega · 2026Article
- Cuproptosis of endothelial cells in a hypoxic environment: from molecular classification to PMAIP1-targeted intervention.Hereditas · 2026Article
- Cuproptosis: Biomarkers, Mechanisms and Treatments in Diseases.Molecules (Basel, Switzerland) · 2026Review
- Analysis of immune and autophagy-related genes and their regulatory mechanisms in osteoporosis patients post-menopause.Frontiers in endocrinology · 2026Article
- Clinically validated immune-related gene markers and molecular subtypes in acute myocardial infarction revealed by peripheral blood transcriptomics.Frontiers in cardiovascular medicine · 2026Article
- Identification of five novel hub genes associated with interstitial lung disease in primary Sjögren's syndrome via transcriptome sequencing.Clinical rheumatology · 2026Article
- Traditional Chinese Medicine Treatment for Coronary Heart Disease: Pathological Mechanisms of Modulating Cell Death Pathways.Journal of inflammation research · 2026Review
- Screening and Preliminary Validation of Parthanatos-Related Key Genes in Asthma Using Transcriptomic and Machine Learning Approaches.Journal of inflammation research · 2026Article
- Identification and experimental validation of biomarkers associated with macrophages in myocardial ischemia-reperfusion injury.Scientific reports · 2025Article
- ACTG1 driven splicing of P4HB gene enhances EMT and bladder cancer progression.NPJ precision oncology · 2025Article
- Acute Myocardial Infarction: Molecular Pathogenesis, Diagnosis, and Clinical Management.MedComm · 2025Review
- Cuproptosis and Cardiovascular Diseases: Mechanisms, Pathophysiology, and Therapeutic Strategies-A Narrative Review.Reviews in cardiovascular medicine · 2025Review
- Role and mechanisms of cuproptosis in the pathogenesis of Wilson's disease (Review).International journal of molecular medicine · 2025Review
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Authors and funding
9 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Acute myocardial infarction (AMI) has the characteristics of sudden onset, rapid progression, poor prognosis, and so on. Therefore, it is urgent to identify diagnostic and prognostic biomarkers for it. Cuproptosis is a new form of mitochondrial respiratory-dependent cell death. However, studies are limited on the clinical significance of cuproptosis-related genes (CRGs) in AMI. In this study, we systematically assessed the genetic alterations of CRGs in AMI by bioinformatics approach. The results showed that six CRGs (LIAS, LIPT1, DLAT, PDHB, MTF1, and GLS) were markedly differentially expressed between stable coronary heart disease (stable_CAD) and AMI. Correlation analysis indicated that CRGs were closely correlated with N6-methyladenosine (m6A)-related genes through R language "corrplot" package, especially GLS was positively correlated with FMR1 and MTF1 was negatively correlated with HNRNPA2B1. Immune landscape analysis results revealed that CRGs were closely related to various immune cells, especially GLS was positively correlated with T cells CD4 memory resting and negatively correlated with monocytes. Kaplan-Meier analysis demonstrated that the group with high DLAT expression had a better prognosis. The area under curve (AUC) certified that GLS had good diagnostic value, in the training set (AUC = 0.87) and verification set (ACU = 0.99). Gene set enrichment analysis (GSEA) suggested that GLS was associated with immune- and hypoxia-related pathways. In addition, Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, competing endogenous RNA (ceRNA) analysis, transcription factor (TF), and compound prediction were performed to reveal the regulatory mechanism of CRGs in AMI. Overall, our study can provide additional information for understanding the role of CRGs in AMI, which may provide new insights into the identification of therapeutic targets for AMI.
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