Overall, it remains debated whether fatty pancreas is associated with glucose metabolism, including DM, insulin resistance, β-cell function, prediabetes, fasting glucose, glucose tolerance, glycated hemoglobin, T2DM risk, metabolic syndrome and a longitudinal decrease in endogenous insulin-secreting capacity. The gene discussed is INS; the disease is diabetes mellitus.