Moreover, associations with MAP2K3 and PPARG2 antibodies were attenuated after adjustment for BMI, supporting a hypothesis that obesity itself (with or without diabetes) may produce an adaptive immune response. This evidence concerns the gene PPARG and obesity due to melanocortin 4 receptor deficiency.