In this study, we analyzed the key genes with altered expression in ccRCC CTCs, explored the association between these genes and the progression of ccRCC, and finally determined that MMP9 and TYROBP played a key role in the development of ccRCC CTCs. This evidence concerns the gene MMP9 and nonpapillary renal cell carcinoma.