Our study showed the ameliorative effect of 3HB on insulin resistance in T2D mice, but it would be better to have more in vivo evidence to demonstrate the effect of 3HB on insulin sensitivity, such as insulin tolerance test, euglycemic glucose clamp or detection of AKT phosphorylation in adipose tissue. This evidence concerns the gene AKT1 and Insulin resistance.