ROC analysis of candidate biomarkers showed that the combination of TMEM54 and PLCG2 had a high value for distinguishing PCOS from healthy women of reproductive age (AUC = 0.922). This evidence concerns the gene TMEM54 and polycystic ovary syndrome.