Although the estimate for change in total adiponectin decreased by 34% when change in weight was added to the model, these results indicate that improvements in total adiponectin level contributed to improved insulin sensitivity above the usual clinical markers of diabetes. This evidence concerns the gene ADIPOQ and diabetes mellitus.