This review primarily synthesizes the structural characteristics, post-translational modification sites, biological roles, and associated signaling pathways of the IRF family, alongside an exploration of diseases linked to these genes and proteins, with a focus on infections, inflammatory conditions, and a spectrum of cancers, encompassing but not limited to cardiovascular, pulmonary, urinary, reproductive, and skin systems. This evidence concerns the gene TRIM63 and cancer.