Fatty acids serve dual roles in cardiac physiology: as energy substrates and precursors of bioactive lipid mediators (prostaglandins, leukotrienes, oxylipins) from n-3/n-6 PUFAs that regulate inflammation, thrombosis, and remodeling. Saturated, monounsaturated, and trans fatty acids modulate metabolism and membrane function, shaping these pathways.Clinically, n-3 long-chain PUFAs (EPA and DHA) reduce cardiovascular mortality and aid postischemic remodeling, yet high doses increase the risk of atrial fibrillation. By contrast, trans and saturated fatty acids promote dyslipidemia, dysfunction, and higher rates of coronary artery disease and heart failure. Mechanistically, fatty acid uptake via FABPpm, CD36 (FAT), and FATPs, β-oxidation, and PPAR signaling regulate metabolism, while COX/LOX/CYP pathways generate eicosanoids and resolvins that influence inflammation and repair. This review synthesizes evidence on the roles of fatty acids and oxylipins in lipotoxicity, heart failure, ischemia-reperfusion, and arrhythmias, and evaluates dietary and supplemental interventions to optimize cardiac lipid metabolism—aligning with fatty acid signaling.