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Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma
Clear cell renal cell carcinoma (ccRCC), accounting for 70–80% of all renal cell carcinomas, is a common malignancy. Survival rates decrease significantly in patients with advanced and metastatic ccRCC. Furthermore, ccRCC is less responsive to radiation and chemotherapy than other cancers. Therefore...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9445397/ https://www.ncbi.nlm.nih.gov/pubmed/36054996 http://dx.doi.org/10.1016/j.tranon.2022.101525 |
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author | Zeng, Kai Song, Guoda Chen, Bingliang Gao, Xintao Liu, Chaofan Miao, Jianping Ruan, Yajun Luan, Yang Chen, Xin Liu, Jihong Li, Qinyu Liu, Bo |
author_facet | Zeng, Kai Song, Guoda Chen, Bingliang Gao, Xintao Liu, Chaofan Miao, Jianping Ruan, Yajun Luan, Yang Chen, Xin Liu, Jihong Li, Qinyu Liu, Bo |
author_sort | Zeng, Kai |
collection | PubMed |
description | Clear cell renal cell carcinoma (ccRCC), accounting for 70–80% of all renal cell carcinomas, is a common malignancy. Survival rates decrease significantly in patients with advanced and metastatic ccRCC. Furthermore, ccRCC is less responsive to radiation and chemotherapy than other cancers. Therefore, targeted therapy and immunotherapy are particularly important for ccRCC management. A growing body of literature recognizes that competitive endogenous RNA (ceRNA) regulatory networks play a crucial role in various cancers. However, the biological functions of the ceRNA network in ccRCC require further investigation. In this study, we built the ceRNA network for ccRCC using the “GDCRNATools” package. After survival analysis, the RP11–478C19.2/hsa-miR-181b-5p, hsa-miR-181a-5p, and hsa-miR-181c-5p/E2F7 axes were obtained for further analysis. Unsupervised clustering was conducted basing on this ceRNA network. The results indicated that the prognosis and immune infiltration levels differed between the two clusters. Furthermore, we conducted correlation analysis, immune infiltration analysis, tumor mutation burden analysis, GSEA analysis, drug sensitivity analysis and pan-cancer analysis of E2F7 to explore its potential role in oncogenesis. Experiments in vitro were performed to confirm the pro-oncogenic impact of E2F7. The results suggest that the RP11–478C19.2/E2F7 axis might be a biomarker for the inclusion of cabozantinib, pazopanib, sunitinib, and immunotherapy in the therapeutic regimen. In summary, we found that the ceRNA-based RP11–478C19.2/E2F7 axis is involved in ccRCC and that it could be a novel biomarker for treatment decisions and a possible therapeutic target to increase the success of targeted therapy and immunotherapy in ccRCC. |
format | Online Article Text |
id | pubmed-9445397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-94453972022-09-12 Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma Zeng, Kai Song, Guoda Chen, Bingliang Gao, Xintao Liu, Chaofan Miao, Jianping Ruan, Yajun Luan, Yang Chen, Xin Liu, Jihong Li, Qinyu Liu, Bo Transl Oncol Original Research Clear cell renal cell carcinoma (ccRCC), accounting for 70–80% of all renal cell carcinomas, is a common malignancy. Survival rates decrease significantly in patients with advanced and metastatic ccRCC. Furthermore, ccRCC is less responsive to radiation and chemotherapy than other cancers. Therefore, targeted therapy and immunotherapy are particularly important for ccRCC management. A growing body of literature recognizes that competitive endogenous RNA (ceRNA) regulatory networks play a crucial role in various cancers. However, the biological functions of the ceRNA network in ccRCC require further investigation. In this study, we built the ceRNA network for ccRCC using the “GDCRNATools” package. After survival analysis, the RP11–478C19.2/hsa-miR-181b-5p, hsa-miR-181a-5p, and hsa-miR-181c-5p/E2F7 axes were obtained for further analysis. Unsupervised clustering was conducted basing on this ceRNA network. The results indicated that the prognosis and immune infiltration levels differed between the two clusters. Furthermore, we conducted correlation analysis, immune infiltration analysis, tumor mutation burden analysis, GSEA analysis, drug sensitivity analysis and pan-cancer analysis of E2F7 to explore its potential role in oncogenesis. Experiments in vitro were performed to confirm the pro-oncogenic impact of E2F7. The results suggest that the RP11–478C19.2/E2F7 axis might be a biomarker for the inclusion of cabozantinib, pazopanib, sunitinib, and immunotherapy in the therapeutic regimen. In summary, we found that the ceRNA-based RP11–478C19.2/E2F7 axis is involved in ccRCC and that it could be a novel biomarker for treatment decisions and a possible therapeutic target to increase the success of targeted therapy and immunotherapy in ccRCC. Neoplasia Press 2022-08-30 /pmc/articles/PMC9445397/ /pubmed/36054996 http://dx.doi.org/10.1016/j.tranon.2022.101525 Text en © 2022 The Authors. Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Zeng, Kai Song, Guoda Chen, Bingliang Gao, Xintao Liu, Chaofan Miao, Jianping Ruan, Yajun Luan, Yang Chen, Xin Liu, Jihong Li, Qinyu Liu, Bo Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma |
title | Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma |
title_full | Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma |
title_fullStr | Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma |
title_full_unstemmed | Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma |
title_short | Comprehensive analysis to identify the RP11–478C19.2/ E2F7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma |
title_sort | comprehensive analysis to identify the rp11–478c19.2/ e2f7 axis as a novel biomarker for treatment decisions in clear cell renal cell carcinoma |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9445397/ https://www.ncbi.nlm.nih.gov/pubmed/36054996 http://dx.doi.org/10.1016/j.tranon.2022.101525 |
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