Given this background, our study aimed to assess serum concentrations of GIP, GLP-1, and DPP-4 in women with PCOS and to explore their associations with metabolic and hormonal parameters, particularly in the context of tobacco smoke exposure, body weight, and IR. This evidence concerns the gene GLP1R and polycystic ovary syndrome.