Abstract:Ventricular remodeling after myocardial infarction (MI) is a critical pathological process in cardiovascular diseases, in which macrophages serve as essential regulators. Advances in single-cell and spatial transcriptomic technologies have revealed the heterogeneity, origins, and spatiotemporal dynamics of cardiac macrophages following injury. Distinct macrophage subsets exhibit stage-specific functional switching during inflammation, tissue repair, and fibrosis:Ly6Chi/CCR2+ pro-inflammatory macrophages dominate the early inflammatory response; TREM2hi reparative macrophages facilitate inflammation resolution and scar maturation; BHLHE41+ macrophages restrict excessive collagen deposition; and spleen-derived CD169+TIM4+ macrophages help maintain local cardic immune homeostasis. This review summarizes the distribution, functional roles, and interaction networks of these macrophage populations during ventricular remodeling, elaborates their regulatory effects on myocardial repair and fibrotic progression, and proposes precision intervention strategies that may offer new therapeutic targets for post-MI remodeling.