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Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma
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 progn...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8378334/ https://www.ncbi.nlm.nih.gov/pubmed/34458019 http://dx.doi.org/10.7717/peerj.11901 |
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author | Li, Na Chen, Jie Liu, Qiang Qu, Hongyi Yang, Xiaoqing Gao, Peng Wang, Yao Gao, Huayu Wang, Hong Zhao, Zuohui |
author_facet | Li, Na Chen, Jie Liu, Qiang Qu, Hongyi Yang, Xiaoqing Gao, Peng Wang, Yao Gao, Huayu Wang, Hong Zhao, Zuohui |
author_sort | Li, Na |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8378334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83783342021-08-27 Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma Li, Na Chen, Jie Liu, Qiang Qu, Hongyi Yang, Xiaoqing Gao, Peng Wang, Yao Gao, Huayu Wang, Hong Zhao, Zuohui PeerJ Bioinformatics 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. PeerJ Inc. 2021-08-17 /pmc/articles/PMC8378334/ /pubmed/34458019 http://dx.doi.org/10.7717/peerj.11901 Text en © 2021 Li et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Li, Na Chen, Jie Liu, Qiang Qu, Hongyi Yang, Xiaoqing Gao, Peng Wang, Yao Gao, Huayu Wang, Hong Zhao, Zuohui Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma |
title | Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma |
title_full | Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma |
title_fullStr | Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma |
title_full_unstemmed | Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma |
title_short | Prognostic significance and tumor-immune infiltration of mTOR in clear cell renal cell carcinoma |
title_sort | prognostic significance and tumor-immune infiltration of mtor in clear cell renal cell carcinoma |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8378334/ https://www.ncbi.nlm.nih.gov/pubmed/34458019 http://dx.doi.org/10.7717/peerj.11901 |
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