yes. but androgens generally also do this. so when on gear, the impact is generally less than seen in "normal" people.
its more pronounced in males who have hpga suppression from altered E to T levels. Since you will get direct shbg suppression as well as from the increase in T (as negative feedback on HPGA is reduced via aromatase inhibition)