The results demonstrated downregulation of IRS1, IRS2, PFK, PFKFB1, PFKFB3, PKM, and LDHA in the PCOS group compared to the control group, although the differences did not reach statistical significance. This evidence concerns the gene LDHA and polycystic ovary syndrome.