Upon validation, eight major FRGs (ATF3, BNIP3, DDIT4, LPIN1, NOS2, NQO1, SLC2A1, SLC2A6) shown substantial diagnostic effectiveness in differentiating individuals with PCOS from those without [51]. Here, NOS2 is linked to polycystic ovary syndrome.