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Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer
Increasing evidence has suggested that dysregulated lncRNA expression played important roles in the development and progression of human cancers. Although prognostic roles of lncRNAs have been recognized for colon cancer (CC) patients, the search for novel lncRNA biomarkers potentially involved in C...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5652666/ https://www.ncbi.nlm.nih.gov/pubmed/29100272 http://dx.doi.org/10.18632/oncotarget.17924 |
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author | Li, Jingwen Xue, Weinan Lv, Junli Han, Peng Liu, Yanlong Cui, Binbin |
author_facet | Li, Jingwen Xue, Weinan Lv, Junli Han, Peng Liu, Yanlong Cui, Binbin |
author_sort | Li, Jingwen |
collection | PubMed |
description | Increasing evidence has suggested that dysregulated lncRNA expression played important roles in the development and progression of human cancers. Although prognostic roles of lncRNAs have been recognized for colon cancer (CC) patients, the search for novel lncRNA biomarkers potentially involved in CC progression is an urgent and still largely unmet medical need. In this study, we evaluated the lncRNA expression changes during the progression of CC by analyzing two cohorts of previously published expression profiles of CC patients and identified hundreds of differentially expressed lncRNAs. Then we identified eight lncRNAs that closely associated with the progression of CC patients from a large number of significantly altered lncRNAs using random forest supervised classification algorithm. Finally, an SVM-based lncRNA risk classifier was developed to discriminate high-risk CC patients from persons with early-stage and validated in both the training dataset and testing dataset by survival analysis and five-fold cross-validation strategy. Our pathway enrichment analysis based on protein-coding genes that are co-expressed with lncRNAs, suggested that variation in expression of eight lncRNAs biomarkers might affect critical pathways involved in CC progression. With further validation, these eight lncRNAs might have significant implications for the clinical management of CC patients with early stage and improve our understanding of cancer progression. |
format | Online Article Text |
id | pubmed-5652666 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-56526662017-11-02 Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer Li, Jingwen Xue, Weinan Lv, Junli Han, Peng Liu, Yanlong Cui, Binbin Oncotarget Research Paper Increasing evidence has suggested that dysregulated lncRNA expression played important roles in the development and progression of human cancers. Although prognostic roles of lncRNAs have been recognized for colon cancer (CC) patients, the search for novel lncRNA biomarkers potentially involved in CC progression is an urgent and still largely unmet medical need. In this study, we evaluated the lncRNA expression changes during the progression of CC by analyzing two cohorts of previously published expression profiles of CC patients and identified hundreds of differentially expressed lncRNAs. Then we identified eight lncRNAs that closely associated with the progression of CC patients from a large number of significantly altered lncRNAs using random forest supervised classification algorithm. Finally, an SVM-based lncRNA risk classifier was developed to discriminate high-risk CC patients from persons with early-stage and validated in both the training dataset and testing dataset by survival analysis and five-fold cross-validation strategy. Our pathway enrichment analysis based on protein-coding genes that are co-expressed with lncRNAs, suggested that variation in expression of eight lncRNAs biomarkers might affect critical pathways involved in CC progression. With further validation, these eight lncRNAs might have significant implications for the clinical management of CC patients with early stage and improve our understanding of cancer progression. Impact Journals LLC 2017-05-17 /pmc/articles/PMC5652666/ /pubmed/29100272 http://dx.doi.org/10.18632/oncotarget.17924 Text en Copyright: © 2017 Li et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License 3.0 (http://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Li, Jingwen Xue, Weinan Lv, Junli Han, Peng Liu, Yanlong Cui, Binbin Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer |
title | Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer |
title_full | Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer |
title_fullStr | Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer |
title_full_unstemmed | Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer |
title_short | Identification of potential long non-coding RNA biomarkers associated with the progression of colon cancer |
title_sort | identification of potential long non-coding rna biomarkers associated with the progression of colon cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5652666/ https://www.ncbi.nlm.nih.gov/pubmed/29100272 http://dx.doi.org/10.18632/oncotarget.17924 |
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