Within these potential markers, CD274 (also named PDL1) is a special gene both identified by our method as NA PCOS specific gene and reported to be related to immunity and inflammation [39–41], and might indicate important implications between NA PCOS and tumor. Here, CD274 is linked to polycystic ovary syndrome.