Network pharmacology identified linoleic acid, oleic acid, biotin, and esculentic acid as key contributors to the extract's anti-infertility effects, potentially via interactions with EGFR, HIF1, BCL2, TNF, and AKT1. The gene discussed is AKT1; the disease is Infertility.