We study finite p-subgroups of birational automorphism groups. By virtue of boundedness theorem of Fano varieties, we prove that there exists a constant R(n) such that a rationally connected variety of dimension n over an algebraically closed field is rational if its birational automorphism group contains a p-subgroups of maximal rank for p > R(n). Some related applications on Jordan property are discussed.