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A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma
Renal cell cancer is associated with the coagulation system. Long non-coding RNA (lncRNA) expression is closely associated with the development of clear cell renal cell carcinoma (ccRCC). The aim of this study was to build a novel lncRNA model to predict the prognosis and immunological state of ccRC...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539335/ https://www.ncbi.nlm.nih.gov/pubmed/37770494 http://dx.doi.org/10.1038/s41598-023-43065-2 |
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author | Wu, Wensong Chang, Fan Zhang, Jianghui Tang, Shuai Lv, Zhen Chen, Fangmin |
author_facet | Wu, Wensong Chang, Fan Zhang, Jianghui Tang, Shuai Lv, Zhen Chen, Fangmin |
author_sort | Wu, Wensong |
collection | PubMed |
description | Renal cell cancer is associated with the coagulation system. Long non-coding RNA (lncRNA) expression is closely associated with the development of clear cell renal cell carcinoma (ccRCC). The aim of this study was to build a novel lncRNA model to predict the prognosis and immunological state of ccRCC. The transcriptomic data and clinical data of ccRCC were retrieved from TCGA database, subsequently, the lasso regression and lambda spectra were used to filter prognostic lncRNAs. ROC curves and the C-index were used to confirm the predictive effectiveness of this model. We also explored the difference in immune infiltration, immune checkpoints, tumor mutation burden (TMB) and drug sensitivity between the high- and low-risk groups. We created an 8 lncRNA model for predicting the outcome of ccRCC. Multivariate Cox regression analysis showed that age, tumor grade, and risk score are independent prognostic factors for ccRCC patients. ROC curve and C-index revealed the model had a good performance in predicting prognosis of ccRCC. GO and KEGG analysis showed that coagulation related genes were related to immune response. In addition, high risk group had greater TMB level and higher immune checkpoints expression. Sorafenib, Imatinib, Pazopanib, and etoposide had higher half maximal inhibitory concentration (IC(50)) in the high risk group whereas Sunitinib and Bosutinib had lower IC(50). This novel coagulation-related long noncoding RNAs model could predict the prognosis of patients with ccRCC, and coagulation-related lncRNA may be connected to the tumor microenvironment and gene mutation of ccRCC. |
format | Online Article Text |
id | pubmed-10539335 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105393352023-09-30 A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma Wu, Wensong Chang, Fan Zhang, Jianghui Tang, Shuai Lv, Zhen Chen, Fangmin Sci Rep Article Renal cell cancer is associated with the coagulation system. Long non-coding RNA (lncRNA) expression is closely associated with the development of clear cell renal cell carcinoma (ccRCC). The aim of this study was to build a novel lncRNA model to predict the prognosis and immunological state of ccRCC. The transcriptomic data and clinical data of ccRCC were retrieved from TCGA database, subsequently, the lasso regression and lambda spectra were used to filter prognostic lncRNAs. ROC curves and the C-index were used to confirm the predictive effectiveness of this model. We also explored the difference in immune infiltration, immune checkpoints, tumor mutation burden (TMB) and drug sensitivity between the high- and low-risk groups. We created an 8 lncRNA model for predicting the outcome of ccRCC. Multivariate Cox regression analysis showed that age, tumor grade, and risk score are independent prognostic factors for ccRCC patients. ROC curve and C-index revealed the model had a good performance in predicting prognosis of ccRCC. GO and KEGG analysis showed that coagulation related genes were related to immune response. In addition, high risk group had greater TMB level and higher immune checkpoints expression. Sorafenib, Imatinib, Pazopanib, and etoposide had higher half maximal inhibitory concentration (IC(50)) in the high risk group whereas Sunitinib and Bosutinib had lower IC(50). This novel coagulation-related long noncoding RNAs model could predict the prognosis of patients with ccRCC, and coagulation-related lncRNA may be connected to the tumor microenvironment and gene mutation of ccRCC. Nature Publishing Group UK 2023-09-28 /pmc/articles/PMC10539335/ /pubmed/37770494 http://dx.doi.org/10.1038/s41598-023-43065-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wu, Wensong Chang, Fan Zhang, Jianghui Tang, Shuai Lv, Zhen Chen, Fangmin A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma |
title | A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma |
title_full | A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma |
title_fullStr | A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma |
title_full_unstemmed | A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma |
title_short | A novel coagulation-related lncRNA predicts the prognosis and immune of clear cell renal cell carcinoma |
title_sort | novel coagulation-related lncrna predicts the prognosis and immune of clear cell renal cell carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10539335/ https://www.ncbi.nlm.nih.gov/pubmed/37770494 http://dx.doi.org/10.1038/s41598-023-43065-2 |
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