However, in contrast with the studies that have shown that irrespective of ethnicity, adiponectin concentrations negatively correlated to BMI and insulin resistance in subjects with diabetes [14,17,18,23]. The gene discussed is ADIPOQ; the disease is diabetes mellitus.