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The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer
AIMS: The prognosis of colorectal cancer (CRC) remains poor. This study aimed to develop and validate DNA methylation-based signature model to predict overall survival of CRC patients. METHODS: The methylation array data of CRC patients were retrieved from The Cancer Genome Atlas (TCGA) database. Th...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7714567/ https://www.ncbi.nlm.nih.gov/pubmed/33294438 http://dx.doi.org/10.1155/2020/3497810 |
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author | Gong, Shu Ye, Weijian Liu, Tiankai Jian, Shaofen Liu, Wenhua |
author_facet | Gong, Shu Ye, Weijian Liu, Tiankai Jian, Shaofen Liu, Wenhua |
author_sort | Gong, Shu |
collection | PubMed |
description | AIMS: The prognosis of colorectal cancer (CRC) remains poor. This study aimed to develop and validate DNA methylation-based signature model to predict overall survival of CRC patients. METHODS: The methylation array data of CRC patients were retrieved from The Cancer Genome Atlas (TCGA) database. These patients were divided into training and validation datasets. A risk score model was established based on Kaplan-Meier and multivariate Cox regression analysis of training cohort and tested in validation cohort. RESULTS: Among total 14,626 DNA methylation candidate markers, we found that a three-DNA methylation signature (NR1H2, SCRIB, and UACA) was significantly associated with overall survival of CRC patients. Subgroup analysis indicated that this signature could predict overall survival of CRC patients regardless of age and gender. CONCLUSIONS: We established a prognostic model consisted of 3-DNA methylation sites, which could be used as potential biomarker to evaluate the prognosis of CRC patients. |
format | Online Article Text |
id | pubmed-7714567 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-77145672020-12-07 The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer Gong, Shu Ye, Weijian Liu, Tiankai Jian, Shaofen Liu, Wenhua Biomed Res Int Research Article AIMS: The prognosis of colorectal cancer (CRC) remains poor. This study aimed to develop and validate DNA methylation-based signature model to predict overall survival of CRC patients. METHODS: The methylation array data of CRC patients were retrieved from The Cancer Genome Atlas (TCGA) database. These patients were divided into training and validation datasets. A risk score model was established based on Kaplan-Meier and multivariate Cox regression analysis of training cohort and tested in validation cohort. RESULTS: Among total 14,626 DNA methylation candidate markers, we found that a three-DNA methylation signature (NR1H2, SCRIB, and UACA) was significantly associated with overall survival of CRC patients. Subgroup analysis indicated that this signature could predict overall survival of CRC patients regardless of age and gender. CONCLUSIONS: We established a prognostic model consisted of 3-DNA methylation sites, which could be used as potential biomarker to evaluate the prognosis of CRC patients. Hindawi 2020-11-25 /pmc/articles/PMC7714567/ /pubmed/33294438 http://dx.doi.org/10.1155/2020/3497810 Text en Copyright © 2020 Shu Gong et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Gong, Shu Ye, Weijian Liu, Tiankai Jian, Shaofen Liu, Wenhua The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer |
title | The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer |
title_full | The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer |
title_fullStr | The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer |
title_full_unstemmed | The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer |
title_short | The Development of Three-DNA Methylation Signature as a Novel Prognostic Biomarker in Patients with Colorectal Cancer |
title_sort | development of three-dna methylation signature as a novel prognostic biomarker in patients with colorectal cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7714567/ https://www.ncbi.nlm.nih.gov/pubmed/33294438 http://dx.doi.org/10.1155/2020/3497810 |
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