By integrating the results of SMR and colocalization analyses, we found that EPHB4 is strongly associated with the risk of endometriosis, with higher levels of EPHB4 correlating with an increased risk of the condition (PFDR < 0.05, PPH4 = 0.99). Here, EPHB4 is linked to endometriosis.