In summary, our bioinformatics combined with MR analysis identified CD93, CYBB, DOCK8, IRF1, MBOAT1, MYO1F, NLRP1, NOD2, PIK3R1 as risk factors for PCOS, while PTER was found to be protective. Here, PTER is linked to polycystic ovary syndrome.