For example, some of our loci, mapping to ABCG1, CPT1A and TXNIP, have been associated with lipid and metabolic traits such as triglycerides, BMI, and type 2 diabetes [23–25, 28, 29]. Here, ABCG1 is linked to type 2 diabetes mellitus.