After adjustment for classical diabetes risk factors, glucose parameters (FPG, HbA1C), and plasma TG, we ultimately identified 4 apolipoproteins amongst 16 that remain significantly associated with new-onset T2D in individuals with prediabetes: apoE, apoF, apoJ, and apoL1. The gene discussed is CLU; the disease is type 2 diabetes mellitus.