The first lipoprotein biomarker model (model 1) predicts insulin resistance in preimpaired animals with 88% accuracy 2 years prior to diagnosis when animals were still insulin sensitive and included total HDL and IDL lipoproteins (Fig. 2), in addition to large HDL particles and HDL cholesterol. Here, INS is linked to Insulin resistance.