The feature importance plot highlighted that Alb (gain = 0.256, coverage = 19.3%) and Hb (gain = 0.189, coverage = 17.9%) played major roles, along with moderate contributions from CAD, LDH, hypertension, and renal insufficiency (Figure 5B). This evidence concerns the gene GSTM1 and Renal insufficiency.