DAPK2 was identified and validated as a critical biomarker associated with the immune disorder and granulosa cell dysfunction in PCOS with hyperandrogenism, acting as an independent predictor of embryo implantation failure. This evidence concerns the gene DAPK2 and immune system disorder.