Combined with analyses of PCSK9, LDLR, lipid profile, hormonal indices, and nicotine exposure, these OS markers provide a comprehensive overview of the interconnected physiological processes underlying PCOS. This evidence concerns the gene LDLR and polycystic ovary syndrome.