Abstract Heart failure (HF) and myocardial infarction (MI) are interconnected syndromes with overlapping pathogenic pathways, including ischemia, neurohormonal activation, and maladaptive remodeling. Hypoxia-response genes, lipid-handling genes, and extracellular matrix (ECM) genes each influence these processes. Understanding their integrated roles can uncover biomarkers and targets. A systematic literature search was conducted (PubMed, Web of Science, and Scopus; 2000–2026; English-only, following PRISMA guidelines) to identify studies on key genes in hypoxia signaling, lipid metabolism, and ECM remodeling in MI/HF. Acute hypoxia (via HIFs) orchestrates metabolic adaptation and inflammation, but chronic HIF activation drives fibrosis and dysfunction. In parallel, genes controlling triglyceride and cholesterol handling (e.g., LPL, APOC3) influence energy supply and vascular risk. Variants in these genes modulate plasma lipids and MI/HF risk. For example, genetic loss-of-function in APOC3 lowers triglycerides and reduces coronary risk. ECM-related genes (e.g., COL4A1, LRP1) govern fibrosis and vascular integrity. Mutations in COL4A1 cause cardiomyocyte hypertrophy and severe fibrosis, while LRP1 regulates matrix remodeling and is upregulated in ischemic myocardium. Throughout, gene functions span acute repair versus chronic maladaptation. Findings derive from mixed sources: rodent models and cell studies demonstrate mechanistic links, while human genetics and cohorts link gene variants to HF/MI outcomes. Many promising biomarkers (e.g., circulating ITGA1) are preliminary, lacking large prospective validation. Not all cited therapeutic ideas have been tested in the treatment of human cardiac disease. The literature mix of species, models, and patient cohorts introduces heterogeneity. Keywords: cardiac failure; acute coronary syndrome; genes; hypoxia; lipid metabolism; cardiac fibrosis