Mean values of triglycerides, total cholesterol, ApoB and the ApoB/ApoA-I ratio increased and mean values of HDL-C and ApoA-I successively decreased from subjects with normal glucose levels to those with pre-diabetes and newly diagnosed type 2 diabetes. The gene discussed is APOA1; the disease is type 2 diabetes mellitus.