Hierarchical smooth curve fitting showed that serum albumin and CHD risk showed an inverted U-shaped relationship in men (Fig. 3a), a nonlinear relationship in the participants under 60 years of age (Fig. 3b), and an approximate negative correlation independent of diabetes status (Fig. 4a). The gene discussed is ALB; the disease is diabetes mellitus.