Further, the top-altered proteins, VPS13C, IGKV1D-13, and ADIPOQ can be used as biomarkers to detect high risk individuals or develop therapeutic targets to prevent the development of T2D in Ob-IR subjects. The gene discussed is ADIPOQ; the disease is type 2 diabetes mellitus.