Smoothing splines were generated utilizing a generalized additive model and adjusted for age, sex, ethnicity, AF, CHF, ACS, COPD, diabetes, hypertension, GCS, Hb, Scr, and ALB. The gene discussed is GSTM1; the disease is diabetes mellitus.