While none of the cytokines exhibited strong classification performance on their own, the results suggest that selected inflammatory mediators, particularly IL-6, may contribute to a distinct immunological signature in stable keratoconus when compared to healthy controls, highlighting its potential as biomarker for disease presence. The gene discussed is IL6; the disease is keratoconus.