Altogether, our data suggest that the injection of SVFs alone did not affect diabetes-induced insulin resistance and that IL-10 could modulate SVFs and exert an inhibitory effect on insulin resistance and liver gluconeogenesis by decreasing inflammation and increasing Treg cells in adipose tissue as well as STAT3 activation in the livers of diabetic mice. The gene discussed is STAT3; the disease is diabetes mellitus.