Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma.
Na LiJie ChenQiang LiuHongyi QuXiaoqing YangPeng GaoYao WangHuayu GaoHong WangZuohui ZhaoPublished in: PeerJ (2021)
Mammalian target of rapamycin (mTOR), a serine/threonine kinase involved in cell proliferation, survival, metabolism and immunity, was reportedly activated in various cancers. However, the clinical role of mTOR in renal cell carcinoma (RCC) is controversial. Here we detected the expression and prognosis of total mTOR and phosphorylated mTOR (p-mTOR) in clear cell RCC (ccRCC) patients, and explored the interactions between mTOR and immune infiltrates in ccRCC. The protein level of mTOR and p-mTOR was determined by western blotting (WB), and their expression was evaluated in 145 ccRCC and 13 non-tumor specimens by immunohistochemistry (IHC). The relationship to immune infiltration of mTOR was further investigated using TIMER and TISIDB databases, respectively. WB demonstrated the ratio of p-mTOR to mTOR was higher in ccRCC than adjacent specimens (n = 3), and IHC analysis elucidated that p-mTOR expression was positively correlated with tumor size, stage and metastasis status, and negatively correlated with cancer-specific survival (CSS). In univariate analysis, high grade, large tumor, advanced stage, metastasis, and high p-mTOR expression were recognized as prognostic factors of poorer CSS, and multivariate survival analysis elucidated that tumor stage, p-mTOR and metastasis were of prognostic value for CSS in ccRCC patients. Further TIMER and TISIDB analyses uncovered that mTOR gene expression was significantly associated with numerous immune cells and immunoinhibitors in patients with ccRCC. Collectively, these findings revealed p-mTOR was identified as an independent predictor of poor survival, and mTOR was associated with tumor immune infiltrates in ccRCC patients, which validated mTOR could be implicated in the initiation and progression of ccRCC.
Keyphrases
- cell proliferation
- end stage renal disease
- gene expression
- prognostic factors
- poor prognosis
- ejection fraction
- renal cell carcinoma
- high grade
- chronic kidney disease
- newly diagnosed
- squamous cell carcinoma
- dna methylation
- cell cycle
- machine learning
- south africa
- pi k akt
- peritoneal dialysis
- signaling pathway
- low grade
- squamous cell
- single cell