This is the first study to suggest that 17β‐estradiol replacement improves high‐fat diet‐induced insulin resistance, and this effect is accompanied by the alterations in the Akt2 and AS160 phosphorylation in insulin‐stimulated muscles of ovariectomized rats. Here, TBC1D4 is linked to Insulin resistance.