This meta-analysis showed that the GnRH-a ultra-long protocol could improve the clinical pregnancy rate of infertile patients in RCT studies, especially in patients with stages III–IV endometriosis (RR = 2.04, 95% CI: 1.37~3.04, P < 0.05). The gene discussed is GNRH1; the disease is Infertility.