Given these, we designed this case-control study to assess the independent associations of ESRα methylation in cytosine-phosphoguanine (CpG) 1 and progesterone with IFG and T2DM, and then we explored their combined effects on IFG and T2DM among the Chinese rural population. The gene discussed is ESR1; the disease is type 2 diabetes mellitus.