The study identified five genetic markers for increased risk of depression in women, three of which were rs201432982 for PDE4A, rs62640397, and rs79442975 for FDX1L, and the remaining two were rs820182 and rs820148 for MYO15B. The gene discussed is PDE4A; the disease is depressive disorder.