Moreover, PCOS was associated with elevated levels of TC (p = 0.03), TG (p = 0.03), LDL-C (p = 0.014), FBG (p = 0.001), LH:FSH ratio (p = 0.002), AMH (p = 0.0001), and testosterone (p = 0.003), but low progesterone (p = 0.001) and vitamin D (p = 0.033), alongside a higher incidence of vitamin D deficiency (33.3% versus 26.1%) and insufficiency (66.7% versus 56.5%). The gene discussed is AMH; the disease is polycystic ovary syndrome.