Fig. 1

Flow chart of cohort selection and study design. AUC – area under the curve, ccRCC - clear cell renal cell carcinoma patients, PCA – principal component analysis, PCR – polymerase chain reaction, ROC – receiver operating characteristics, urolithiasis – control patients