Specifically, in GSE108112 (AUC: 0.8106) and GSE200818 (AUC: 0.7754), ICAM1 displayed an excellent performance in distinguishing CKD patients from healthy controls (Figures 8A, B). The gene discussed is ICAM1; the disease is chronic kidney disease.