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Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer
The objective of this study was to identify CNA-related lncRNAs that can better evaluate the prognosis of patients with liver cancer. Prognostic molecular subtypes were identified, followed by tumor mutation and differential expression analyses. Genomic copy number anomalies and their association wi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395537/ https://www.ncbi.nlm.nih.gov/pubmed/35995822 http://dx.doi.org/10.1038/s41598-022-17927-0 |
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author | Cheng, Zhenyun Guo, Yan Sun, Jingjing Zheng, Lei |
author_facet | Cheng, Zhenyun Guo, Yan Sun, Jingjing Zheng, Lei |
author_sort | Cheng, Zhenyun |
collection | PubMed |
description | The objective of this study was to identify CNA-related lncRNAs that can better evaluate the prognosis of patients with liver cancer. Prognostic molecular subtypes were identified, followed by tumor mutation and differential expression analyses. Genomic copy number anomalies and their association with lncRNAs were also evaluated. A risk model was built based on lncRNAs, as well as a nomogram, and the differences in the tumor immune microenvironment and drug sensitivity between the High_ and Low_risk groups were compared. Weighted gene co-expression network analysis was used to identify modules with significant enrichment in prognostic-related lncRNAs. In total, two subtypes were identified, TP53 and CTNNB1 were common high-frequency mutated genes in the two subtypes. A total of 8,372 differentially expressed (DE) mRNAs and 798 DElncRNAs were identified between cluster1 and cluster2. In addition, a four-lncRNA signature was constructed, and statistically significant differences between the Low_ and High_risk groups were found in terms of CD8 T cells, resting memory CD4 T cells, etc. Enrichment analysis showed that prognostic-related lncRNAs were involved in the cell cycle, p53 signaling pathway, non-alcoholic fatty liver disease, etc. A prognostic prediction signature, based on four-CNA-related lncRNAs, could contribute to a more accurate prognosis of patients with liver cancer. |
format | Online Article Text |
id | pubmed-9395537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93955372022-08-24 Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer Cheng, Zhenyun Guo, Yan Sun, Jingjing Zheng, Lei Sci Rep Article The objective of this study was to identify CNA-related lncRNAs that can better evaluate the prognosis of patients with liver cancer. Prognostic molecular subtypes were identified, followed by tumor mutation and differential expression analyses. Genomic copy number anomalies and their association with lncRNAs were also evaluated. A risk model was built based on lncRNAs, as well as a nomogram, and the differences in the tumor immune microenvironment and drug sensitivity between the High_ and Low_risk groups were compared. Weighted gene co-expression network analysis was used to identify modules with significant enrichment in prognostic-related lncRNAs. In total, two subtypes were identified, TP53 and CTNNB1 were common high-frequency mutated genes in the two subtypes. A total of 8,372 differentially expressed (DE) mRNAs and 798 DElncRNAs were identified between cluster1 and cluster2. In addition, a four-lncRNA signature was constructed, and statistically significant differences between the Low_ and High_risk groups were found in terms of CD8 T cells, resting memory CD4 T cells, etc. Enrichment analysis showed that prognostic-related lncRNAs were involved in the cell cycle, p53 signaling pathway, non-alcoholic fatty liver disease, etc. A prognostic prediction signature, based on four-CNA-related lncRNAs, could contribute to a more accurate prognosis of patients with liver cancer. Nature Publishing Group UK 2022-08-22 /pmc/articles/PMC9395537/ /pubmed/35995822 http://dx.doi.org/10.1038/s41598-022-17927-0 Text en © The Author(s) 2022 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 Cheng, Zhenyun Guo, Yan Sun, Jingjing Zheng, Lei Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer |
title | Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer |
title_full | Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer |
title_fullStr | Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer |
title_full_unstemmed | Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer |
title_short | Four-copy number alteration (CNA)-related lncRNA prognostic signature for liver cancer |
title_sort | four-copy number alteration (cna)-related lncrna prognostic signature for liver cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395537/ https://www.ncbi.nlm.nih.gov/pubmed/35995822 http://dx.doi.org/10.1038/s41598-022-17927-0 |
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