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Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer
OBJECTIVE: To establish a ubiquitin-related long noncoding ribonucleic acids (lncRNAs) prognosis prediction model for prostate cancer (Pca). METHODS: Data were acquired through The Cancer Genome Atlas (TCGA) database. Ubiquitin-related differentially expressed genes (DEGs) and lncRNAs in Pca were fi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9524195/ https://www.ncbi.nlm.nih.gov/pubmed/36185200 http://dx.doi.org/10.3389/fonc.2022.948113 |
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author | Liu, Xiang Mei, Wangli Jin, Liang Sun, Xianchao Zhou, Zhen Xin, Shiyong Huang, Liqun Yang, Guosheng Wang, Jinyou Ye, Lin |
author_facet | Liu, Xiang Mei, Wangli Jin, Liang Sun, Xianchao Zhou, Zhen Xin, Shiyong Huang, Liqun Yang, Guosheng Wang, Jinyou Ye, Lin |
author_sort | Liu, Xiang |
collection | PubMed |
description | OBJECTIVE: To establish a ubiquitin-related long noncoding ribonucleic acids (lncRNAs) prognosis prediction model for prostate cancer (Pca). METHODS: Data were acquired through The Cancer Genome Atlas (TCGA) database. Ubiquitin-related differentially expressed genes (DEGs) and lncRNAs in Pca were filtered out. UBE2S was selected as the representative gene and validated in vitro. Progression-free survival (PFS) predictive signature was established with ubiquitin-related lncRNAs screened by Cox regression analyses and internally validated. A nomogram was constructed to assess the prognosis of Pca patients. Gene enrichment analysis was performed to explore functional differences based on risk stratification. Between different risk groups, immune status and drug sensitivity were contrasted. RESULTS: A total of 254 ubiquitin-related genes were screened. UBE2S was shown to promote the proliferation of Pca cells in vitro. The predictive signature was established based on six ubiquitin-related lncRNAs and validated. The prognosis of Pca patients was worse with an increasing risk score. The area under the curve (AUC) of the signature was higher than that of clinicopathological variables (0.806 vs 0.504–0.701). The AUC was 0.811 for 1-year PFS, 0.807 for 3-year PFS, and 0.790 for 5-year PFS. The calibration curves of risk score-based nomogram demonstrated high consistency. By contrasting the expression of immune function, cells, and checkpoints, we found that the signature was closely related to immunity. The high-risk patients were more sensitive to gemcitabine, cisplatin, bortezomib, etc. and resistant to bicalutamide. CONCLUSION: The ubiquitin-related lncRNAs can effectively predict the prognosis of Pca and may provide new treatment options for Pca. |
format | Online Article Text |
id | pubmed-9524195 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95241952022-10-01 Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer Liu, Xiang Mei, Wangli Jin, Liang Sun, Xianchao Zhou, Zhen Xin, Shiyong Huang, Liqun Yang, Guosheng Wang, Jinyou Ye, Lin Front Oncol Oncology OBJECTIVE: To establish a ubiquitin-related long noncoding ribonucleic acids (lncRNAs) prognosis prediction model for prostate cancer (Pca). METHODS: Data were acquired through The Cancer Genome Atlas (TCGA) database. Ubiquitin-related differentially expressed genes (DEGs) and lncRNAs in Pca were filtered out. UBE2S was selected as the representative gene and validated in vitro. Progression-free survival (PFS) predictive signature was established with ubiquitin-related lncRNAs screened by Cox regression analyses and internally validated. A nomogram was constructed to assess the prognosis of Pca patients. Gene enrichment analysis was performed to explore functional differences based on risk stratification. Between different risk groups, immune status and drug sensitivity were contrasted. RESULTS: A total of 254 ubiquitin-related genes were screened. UBE2S was shown to promote the proliferation of Pca cells in vitro. The predictive signature was established based on six ubiquitin-related lncRNAs and validated. The prognosis of Pca patients was worse with an increasing risk score. The area under the curve (AUC) of the signature was higher than that of clinicopathological variables (0.806 vs 0.504–0.701). The AUC was 0.811 for 1-year PFS, 0.807 for 3-year PFS, and 0.790 for 5-year PFS. The calibration curves of risk score-based nomogram demonstrated high consistency. By contrasting the expression of immune function, cells, and checkpoints, we found that the signature was closely related to immunity. The high-risk patients were more sensitive to gemcitabine, cisplatin, bortezomib, etc. and resistant to bicalutamide. CONCLUSION: The ubiquitin-related lncRNAs can effectively predict the prognosis of Pca and may provide new treatment options for Pca. Frontiers Media S.A. 2022-09-13 /pmc/articles/PMC9524195/ /pubmed/36185200 http://dx.doi.org/10.3389/fonc.2022.948113 Text en Copyright © 2022 Liu, Mei, Jin, Sun, Zhou, Xin, Huang, Yang, Wang and Ye https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Liu, Xiang Mei, Wangli Jin, Liang Sun, Xianchao Zhou, Zhen Xin, Shiyong Huang, Liqun Yang, Guosheng Wang, Jinyou Ye, Lin Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer |
title | Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer |
title_full | Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer |
title_fullStr | Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer |
title_full_unstemmed | Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer |
title_short | Ubiquitin-related lncRNAs: The new tool for prognosis prediction in prostate cancer |
title_sort | ubiquitin-related lncrnas: the new tool for prognosis prediction in prostate cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9524195/ https://www.ncbi.nlm.nih.gov/pubmed/36185200 http://dx.doi.org/10.3389/fonc.2022.948113 |
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