The PI3K/AKT/mTOR, NF-κB, and MAPK signaling pathways, along with oxidative stress, play crucial roles in diabetes and its complications by regulating glucose metabolism and insulin sensitivity. The gene discussed is INS; the disease is diabetes mellitus.