Key mechanisms explored include adipose tissue endocrine dysfunction (contributing to the obesity paradox), hepatic insulin resistance and bile acid signaling, skeletal muscle energy crisis and wasting, and the pivotal roles of macrophage glycolytic polarization and T-cell subset imbalance. This evidence concerns the gene INS and Obesity.