Moreover, high expression of TMEM44, FKBP10, and TRIB3 was an unfavorable prognostic risk factor for ccRCC patients in advanced T and high pathological stages (Fig. 5b). Here, TMEM44 is linked to nonpapillary renal cell carcinoma.