Our ROC analysis revealed that salivary TNF-α, IL-6, and IL-1β demonstrated high sensitivity and specificity for PCOS detection, confirming the significance of inflammatory markers in PCOS pathophysiology. The gene discussed is IL1B; the disease is polycystic ovary syndrome.