Finally, the ROC curve (Fig. 5C) demonstrates that the CXCL10-based model possesses excellent diagnostic efficiency (AUC = 1) for POF in the training set, serving as a potential diagnostic biomarker for POF. Here, CXCL10 is linked to premature menopause.