To associate the genes identified by data mining methods with nutrients, GeneCards and EBI’s cofactor database were searched for each of the genes mapping to QTLs for plasma levels of leptin, adiponectin, glucose, and for type 2 diabetes mellitus (T2DM) loci. This evidence concerns the gene ADIPOQ and diabetes mellitus.