People who had history of anti-diabetic treatment before their T2DM onset date (n = 3318) and people who were prescribed two antidiabetic drugs or insulin on the T2DM diagnosis date (n = 1466) were excluded and these were defined as coding errors. The gene discussed is INS; the disease is type 2 diabetes mellitus.