As anticipated, the expression of six genes that were collected from the above diabetes database and included, TYROBP, TLR8, FCER1 G, HCK, NCF2, CTSS, and C3AR1, were found to be higher in obesity as compared to the lean group. This evidence concerns the gene C3AR1 and diabetes mellitus.