COL1A1 and nonpapillary renal cell carcinoma: With the bioinformatic analysis of The Cancer Genome Atlas (TCGA) database, the study showed that high Col1A1 mRNA expression indicated the poor prognosis of ccRCC patients compared with patients with low expression.