We found that the SNPs rs10739199 (P = 6.75 × 10−5) and rs2025392 (P = 8.01 × 10–5) located at chromosome 9 in PTPRD (protein tyrosine phosphatase, receptor type D) were associated with endometriosis. Here, PTPRD is linked to endometriosis.