The findings indicate that serum AMH is significantly related to PCOS incidence, with a sensitivity of 95% and specificity of 92% for diagnosing PCOS in in vitro fertilization (IVF) participants. The gene discussed is AMH; the disease is polycystic ovary syndrome.