In type 2 diabetes, the possible mechanisms contributing to gallbladder cancer include: Hyperinsulinemia and up-regulation of insulin-like growth factor-1 (IGF-1) levels promote cell proliferation and inhibit apoptosis. Here, IGF1 is linked to hyperinsulinism.