Although our findings require further validation, we show that TMEM proteins predicted to be localized in ER (i.e., SLC35G2, TMEM45A, TMEM45B, TMEM116, TMEM207 and TMEM213) can be potentially involved in ccRCC pathogenesis. Here, TMEM45B is linked to nonpapillary renal cell carcinoma.