In terms of the biological activities of the dysregulated thrombus invasion-associated genes in our study, several in vitro experiments showed that TGFBI promoted adhesion, migration, and invasion in ccRCC cells (25, 26). Here, TGFBI is linked to nonpapillary renal cell carcinoma.