In addition to identifying genes that have annotated functions in PI and insulin signaling pathways, our results corroborate GWAS analyses that have investigated the association between novel loci and traits such as body–mass index (BMI), waist circumference, triglyceride levels, cholesterol and diabetes [44,45,46]. This evidence concerns the gene INS and diabetes mellitus.