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. This evidence concerns the gene MBOAT1 and polycystic ovary syndrome.