Different from most previous studies focusing on TCS exposure and diabetes, we not only included T2DM as the outcome but also glucose metabolism-related indicators (FBG, INS, HbA1c, HOMA2-β, and HOMA2-IR). The gene discussed is INS; the disease is type 2 diabetes mellitus.