A panel of C16 :1 , C18 :3 , C18 :2 , C20 :4 , and C22 :6 showed an excellent diagnostic ability to differentiate the patients with early stage BC from healthy controls , with the area under the receiver operating characteristics ( ROC ) curve of 0.953 , a sensitivity of 83.3 % , and a specificity of 87.1 % .