Also, our data indicated that obesity along with elevated levels of AMH and testosterone levels in the ovarian microenvironment are the most likely factors that cause the poor ovarian response in patients with PCOS. The gene discussed is AMH; the disease is obesity due to melanocortin 4 receptor deficiency.