We identify three genes (PHIP, DGKI, and ZMYM4) newly implicated in obesity, harboring very rare predicted deleterious alleles, with intermediate effects and penetrance between those identified through family or large-population scale efforts. This evidence concerns the gene DGKI and Obesity.