The present invention provides the use of the gene or protein of adenylate kinase 6 (AK6) or the combination of AK6 and other 14 genes or proteins related to male infertility for (i) preparing the agent or kit for detecting male infertility; and/or (ii) preparing the pharmaceutical composition for contraception.