Notably, this study revealed elevated levels of hypothalamic SDF-1 and caspase-6 in PCOS, reflecting the expression of inflammation and progression of hypothalamic apoptosis in PCOS animals. The gene discussed is CASP6; the disease is polycystic ovary syndrome.