 Modern tools of genome wide association studies have revealed many genes with small effects associated with obesity or type 2 diabetes but all of them together explain only between 1.4 and 10% of population variance.This leaves a large gap between the pregenomic and emerging genomic estimates of heritability of obesity and Type 2 diabetes