Interestingly, during the phase of weight stability, for patients without diabetes or those with diabetes not on treatment, their raised post-prandial PYY responses together with their increased adiponectin levels were negatively associated with changes in HOMA-IR, above the effects of surgical procedures and sustained weight loss during this time. The gene discussed is ADIPOQ; the disease is diabetes mellitus.