We utilized the Rms package (Fig. 4A) to develop a nomogram model for the diagnosis of PCOS based on selected hub ARGs (GSTP1 and LPCAT1) and assessed its predictive power through calibration curves. Here, GSTP1 is linked to polycystic ovary syndrome.