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Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer
BACKGROUND: The TNM staging remains the gold standard for determining the prognosis of patients with colorectal cancer (CRC), which is inadequate at identifying the subset of high-risk stage II and III patients that have a high potential of developing tumor recurrence and may experience death. Emerg...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246165/ https://www.ncbi.nlm.nih.gov/pubmed/34268360 http://dx.doi.org/10.21037/atm-20-1751 |
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author | Feng, Junlan Wei, Qing Yang, Muqing Wang, Xiaodong Liu, Bin Li, Jiyu |
author_facet | Feng, Junlan Wei, Qing Yang, Muqing Wang, Xiaodong Liu, Bin Li, Jiyu |
author_sort | Feng, Junlan |
collection | PubMed |
description | BACKGROUND: The TNM staging remains the gold standard for determining the prognosis of patients with colorectal cancer (CRC), which is inadequate at identifying the subset of high-risk stage II and III patients that have a high potential of developing tumor recurrence and may experience death. Emerging evidence indicates that not only microRNAs (miRNAs) play important functional role in CRC development but may serve as important disease biomarkers. In this study we aimed to develop a miRNA-based classifier as a prognostic signature for improving the clinical outcome of patients with stage II/III CRC. METHODS: We performed a systematic and comprehensive discovery step to identify differentially expressed miRNAs in CRC. We subsequently determined the prognostic relevance of these miRNAs in stage II/III patients using qRT-PCR and developed a miRNA-based classifier for predicting disease-free survival (DFS) in a clinical cohort (n=186). RESULTS: Based upon miRNA expression profiling studies, we identified a panel of 10 miRNAs which are consistently differentially expressed in CRC vs. normal tissues. By using cox proportional hazard models, we then developed 6-miRNA-classifier (miR-183, -20a, -21, -195, -139 and -20a) to predict prognosis in clinical cohort, that had significantly superior predictive performance compared to other clinicopathological factors, and could successfully identify high-risk stage II and III CRC patients with poor prognosis [hazard ratio (HR) =2.16; P=0.0048]. In a multivariate analysis, this miRNA-based classifier emerged as an independent prognostic signature for poor DFS. CONCLUSIONS: Our miRNA-based classifier is a reliable predictive tool for determining prognosis in patents with stage II/III CRC, and might be able to identify high-risk patients that are candidates for more targeted personalized clinical management and surveillance. |
format | Online Article Text |
id | pubmed-8246165 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-82461652021-07-14 Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer Feng, Junlan Wei, Qing Yang, Muqing Wang, Xiaodong Liu, Bin Li, Jiyu Ann Transl Med Original Article BACKGROUND: The TNM staging remains the gold standard for determining the prognosis of patients with colorectal cancer (CRC), which is inadequate at identifying the subset of high-risk stage II and III patients that have a high potential of developing tumor recurrence and may experience death. Emerging evidence indicates that not only microRNAs (miRNAs) play important functional role in CRC development but may serve as important disease biomarkers. In this study we aimed to develop a miRNA-based classifier as a prognostic signature for improving the clinical outcome of patients with stage II/III CRC. METHODS: We performed a systematic and comprehensive discovery step to identify differentially expressed miRNAs in CRC. We subsequently determined the prognostic relevance of these miRNAs in stage II/III patients using qRT-PCR and developed a miRNA-based classifier for predicting disease-free survival (DFS) in a clinical cohort (n=186). RESULTS: Based upon miRNA expression profiling studies, we identified a panel of 10 miRNAs which are consistently differentially expressed in CRC vs. normal tissues. By using cox proportional hazard models, we then developed 6-miRNA-classifier (miR-183, -20a, -21, -195, -139 and -20a) to predict prognosis in clinical cohort, that had significantly superior predictive performance compared to other clinicopathological factors, and could successfully identify high-risk stage II and III CRC patients with poor prognosis [hazard ratio (HR) =2.16; P=0.0048]. In a multivariate analysis, this miRNA-based classifier emerged as an independent prognostic signature for poor DFS. CONCLUSIONS: Our miRNA-based classifier is a reliable predictive tool for determining prognosis in patents with stage II/III CRC, and might be able to identify high-risk patients that are candidates for more targeted personalized clinical management and surveillance. AME Publishing Company 2021-05 /pmc/articles/PMC8246165/ /pubmed/34268360 http://dx.doi.org/10.21037/atm-20-1751 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Feng, Junlan Wei, Qing Yang, Muqing Wang, Xiaodong Liu, Bin Li, Jiyu Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer |
title | Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer |
title_full | Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer |
title_fullStr | Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer |
title_full_unstemmed | Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer |
title_short | Development and validation of a novel miRNA classifier as a prognostic signature for stage II/III colorectal cancer |
title_sort | development and validation of a novel mirna classifier as a prognostic signature for stage ii/iii colorectal cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246165/ https://www.ncbi.nlm.nih.gov/pubmed/34268360 http://dx.doi.org/10.21037/atm-20-1751 |
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