Similar to the profiling data, among 12 pairs of comparative freshly collected tissues, 11 paired specimens indicated elevated protein expression levels of COL23A1 in ccRCC tissues compared with corresponding ANTs (Fig. 1C). The gene discussed is COL23A1; the disease is nonpapillary renal cell carcinoma.