This review synthesizes advances in IQGAP1’s structural domains, disease-specific signaling networks, and therapeutic targeting strategies, emphasizing its translational potential in developing precision therapies for cancer, metabolic syndromes, and immune disorders. This evidence concerns the gene IQGAP1 and immune system disorder.