ESR1 and premature menopause: Among the top-ranked hub targets, CYP19A1, aldo-keto reductase (AKR) 1C3, ESR1, AR, and SRD5A2 were identified as key targets via network analysis, indicating their core role in the treatment of POF by Zishen Yutai pills.