Moreover, the relationship identified between elevated IL-6 concentrations and specific clinical manifestations of PCOS, such as oily skin and mood disturbances, aligns with observations by Aramesh et al., who noted mood disturbances in patients with PCOS [17]. This evidence concerns the gene IL6 and polycystic ovary syndrome.