Multivariate unconditional Logistic regression analysis in this study showed that smoking, hypertension, diabetes, alcohol consumption, obesity, HDL-C, FGF23, SAH, Hcy, and HOMER1 were risk factors for CHD. Here, FGF23 is linked to diabetes mellitus.