To tackle these problems, we leveraged a four-dimensional longitudinal T2D dataset from SWNA and developed a series of obesity-diabetes models incorporating different biological mechanisms and assumptions regarding the glucose-insulin regulatory system. This evidence concerns the gene INS and diabetes mellitus.