While gene PI16, DPY6, FRMD4A and CROCC have not been reported to be associated with nephropathy, they have been identified in T2DM (53, 68) and obesity-related traits (69, 70). This evidence concerns the gene PI16 and obesity due to melanocortin 4 receptor deficiency.