Obesity-driven carcinogenesis involves dysregulated lipid metabolism, insulin resistance, inflammation, and adipokine signaling, mechanisms that collectively promote tumor proliferation, migration, angiogenesis, and reduced apoptosis.20 This evidence concerns the gene INS and neoplasm.