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Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer
The purpose of this study was to identify long noncoding RNAs (lncRNAs) related to prognosis of patients with colorectal cancer (CRC) and develop a prognostic prediction model for CRC. Transcriptome data and survival information of CRC patients were downloaded from The Cancer Genome Atlas. The diffe...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7607722/ https://www.ncbi.nlm.nih.gov/pubmed/33111631 http://dx.doi.org/10.1177/1533033820962120 |
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author | Sun, Yuqi Peng, Peng He, Lanlan Gao, Xueren |
author_facet | Sun, Yuqi Peng, Peng He, Lanlan Gao, Xueren |
author_sort | Sun, Yuqi |
collection | PubMed |
description | The purpose of this study was to identify long noncoding RNAs (lncRNAs) related to prognosis of patients with colorectal cancer (CRC) and develop a prognostic prediction model for CRC. Transcriptome data and survival information of CRC patients were downloaded from The Cancer Genome Atlas. The differentially expressed lncRNAs (DElncRNAs) between CRC and normal colorectal tissues were identified by the edgeR package. The association of DElncRNAs expression with prognosis of CRC patients was analyzed by the survival package. A nomogram predicting 3- and 5- year overall survival of CRC patients was drawn by the rms package. A total of 1046 DElncRNAs were identified, including 271 down-regulated and 775 up-regulated lncRNAs in CRC. Multivariate Cox regression analysis showed 10 lncRNAs related to the prognosis of CRC patients. Thereinto high expression of AC004009.1, LHX1-DT, ELFN1-AS1, AL136307.1, AC087379.2, RBAKDN and AC078820.1 was associated with poorer prognosis of CRC patients. High expression of LINC01055, AL590483.1 and AC008514.1 was associated with better prognosis of CRC patients. Furthermore, the risk score model developed based on the 10 lncRNAs could effectively predict overall survival of CRC patients. In conclusion, 10 prognostic biomarkers for CRC were identified, which would be helpful to understand the role of lncRNAs in CRC progression. |
format | Online Article Text |
id | pubmed-7607722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-76077222020-11-13 Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer Sun, Yuqi Peng, Peng He, Lanlan Gao, Xueren Technol Cancer Res Treat Original Article The purpose of this study was to identify long noncoding RNAs (lncRNAs) related to prognosis of patients with colorectal cancer (CRC) and develop a prognostic prediction model for CRC. Transcriptome data and survival information of CRC patients were downloaded from The Cancer Genome Atlas. The differentially expressed lncRNAs (DElncRNAs) between CRC and normal colorectal tissues were identified by the edgeR package. The association of DElncRNAs expression with prognosis of CRC patients was analyzed by the survival package. A nomogram predicting 3- and 5- year overall survival of CRC patients was drawn by the rms package. A total of 1046 DElncRNAs were identified, including 271 down-regulated and 775 up-regulated lncRNAs in CRC. Multivariate Cox regression analysis showed 10 lncRNAs related to the prognosis of CRC patients. Thereinto high expression of AC004009.1, LHX1-DT, ELFN1-AS1, AL136307.1, AC087379.2, RBAKDN and AC078820.1 was associated with poorer prognosis of CRC patients. High expression of LINC01055, AL590483.1 and AC008514.1 was associated with better prognosis of CRC patients. Furthermore, the risk score model developed based on the 10 lncRNAs could effectively predict overall survival of CRC patients. In conclusion, 10 prognostic biomarkers for CRC were identified, which would be helpful to understand the role of lncRNAs in CRC progression. SAGE Publications 2020-10-28 /pmc/articles/PMC7607722/ /pubmed/33111631 http://dx.doi.org/10.1177/1533033820962120 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Article Sun, Yuqi Peng, Peng He, Lanlan Gao, Xueren Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer |
title | Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer |
title_full | Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer |
title_fullStr | Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer |
title_full_unstemmed | Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer |
title_short | Identification of lnc RNAs Related to Prognosis of Patients With Colorectal Cancer |
title_sort | identification of lnc rnas related to prognosis of patients with colorectal cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7607722/ https://www.ncbi.nlm.nih.gov/pubmed/33111631 http://dx.doi.org/10.1177/1533033820962120 |
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