The present study aimed to identify the independent factors that affect pregnancy outcomes and then develop and validate a novel nomogram model to estimate the chance of live birth in patients with PCOS undergoing their first IVF/ICSI treatment with the GnRH-ant protocol and fresh embryo transfer (ET). This evidence concerns the gene GNRH1 and polycystic ovary syndrome.