In conclusion, this study uses a network pharmacology method to study the therapeutic effects of PAA on male infertility at multiple levels and finds that TP53, MAPK1, IL-6, ANXA1, EGF, EGFR, and other genes may be key targets. Here, EGFR is linked to male infertility.