In our analysis, we observed that different variants from the same genes are classified into different clusters, such as variants in THADA, FSHR, and TOX3. Second, our study is limited by the GWAS datasets available for PCOS-related traits, especially gonadotropin. Here, TOX3 is linked to polycystic ovary syndrome.