Genetic correlation analysis revealed apolipoprotein A, HDL cholesterol, triglycerides, testosterone, SHBG and alanine aminotransferase were all significantly correlated with endometriosis and passed the stringent Bonferroni-corrected P value threshold (Fig. 3, Additional file 1: Table S10). This evidence concerns the gene SHBG and endometriosis.