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Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites
To date, the sensitivity of currently available biomarkers based on the methylation of gene promoters is suboptimal for detecting adenomas and early-stage colorectal cancer (CRC). We aimed to develop biomarkers with methylated DNA binding sites of the multifunctional transcriptional factor CTCF for...
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/PMC5768395/ https://www.ncbi.nlm.nih.gov/pubmed/29371978 http://dx.doi.org/10.18632/oncotarget.23172 |
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author | Liu, Jiang Ding, Zhaoli Li, Guimei Tang, Li Xu, Yu Luo, Huayou Yi, Jinhua Lu, Youwang Mao, Rui Nan, Qiong Ren, Li Zhang, Tong Wang, Kunhua |
author_facet | Liu, Jiang Ding, Zhaoli Li, Guimei Tang, Li Xu, Yu Luo, Huayou Yi, Jinhua Lu, Youwang Mao, Rui Nan, Qiong Ren, Li Zhang, Tong Wang, Kunhua |
author_sort | Liu, Jiang |
collection | PubMed |
description | To date, the sensitivity of currently available biomarkers based on the methylation of gene promoters is suboptimal for detecting adenomas and early-stage colorectal cancer (CRC). We aimed to develop biomarkers with methylated DNA binding sites of the multifunctional transcriptional factor CTCF for early detection of CRC. Using combined analyses of genome-wide occupation and the methylation profile of CTCF-binding sites, we identified candidate CTCF-binding sites. Then, we applied methylation-sensitive high-resolution melting (MS-HRM) and mass spectrometry analysis to screen and validate these candidate sites in diverse sample sets. We identified a set of colorectal neoplasia-specific biomarkers with robust performance. The top five biomarkers were selected and recommended for early detection of colorectal neoplasia. All of the five novel biomarkers exhibited a more robust discriminatory performance than that by BMP3 and NDRG4, two currently acknowledged robust methylation biomarkers. When the five new biomarkers were considered as a marker panel and tumor-positive was defined as having two or more (of the five) positive biomarkers, the marker panel could achieve a sensitivity of 91.67% for adenomas, 97.44% for Stage I CRC, 94.06% for Stage II CRC, 93.62% for Stage III CRC, and 93.54% for total colorectal tumors with a specificity of 94.05%. To our knowledge, this is the first study for colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites. Using a similar strategy, CTCF-binding sites could be potentially developed into biomarkers for other tumors. In summary, this study opens a new area in developing biomarkers for tumor prevention and treatment. |
format | Online Article Text |
id | pubmed-5768395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-57683952018-01-25 Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites Liu, Jiang Ding, Zhaoli Li, Guimei Tang, Li Xu, Yu Luo, Huayou Yi, Jinhua Lu, Youwang Mao, Rui Nan, Qiong Ren, Li Zhang, Tong Wang, Kunhua Oncotarget Research Paper To date, the sensitivity of currently available biomarkers based on the methylation of gene promoters is suboptimal for detecting adenomas and early-stage colorectal cancer (CRC). We aimed to develop biomarkers with methylated DNA binding sites of the multifunctional transcriptional factor CTCF for early detection of CRC. Using combined analyses of genome-wide occupation and the methylation profile of CTCF-binding sites, we identified candidate CTCF-binding sites. Then, we applied methylation-sensitive high-resolution melting (MS-HRM) and mass spectrometry analysis to screen and validate these candidate sites in diverse sample sets. We identified a set of colorectal neoplasia-specific biomarkers with robust performance. The top five biomarkers were selected and recommended for early detection of colorectal neoplasia. All of the five novel biomarkers exhibited a more robust discriminatory performance than that by BMP3 and NDRG4, two currently acknowledged robust methylation biomarkers. When the five new biomarkers were considered as a marker panel and tumor-positive was defined as having two or more (of the five) positive biomarkers, the marker panel could achieve a sensitivity of 91.67% for adenomas, 97.44% for Stage I CRC, 94.06% for Stage II CRC, 93.62% for Stage III CRC, and 93.54% for total colorectal tumors with a specificity of 94.05%. To our knowledge, this is the first study for colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites. Using a similar strategy, CTCF-binding sites could be potentially developed into biomarkers for other tumors. In summary, this study opens a new area in developing biomarkers for tumor prevention and treatment. Impact Journals LLC 2017-12-11 /pmc/articles/PMC5768395/ /pubmed/29371978 http://dx.doi.org/10.18632/oncotarget.23172 Text en Copyright: © 2017 Liu 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 (http://creativecommons.org/licenses/by/3.0/) 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 Liu, Jiang Ding, Zhaoli Li, Guimei Tang, Li Xu, Yu Luo, Huayou Yi, Jinhua Lu, Youwang Mao, Rui Nan, Qiong Ren, Li Zhang, Tong Wang, Kunhua Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites |
title | Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites |
title_full | Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites |
title_fullStr | Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites |
title_full_unstemmed | Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites |
title_short | Identification and validation of colorectal neoplasia-specific methylation biomarkers based on CTCF-binding sites |
title_sort | identification and validation of colorectal neoplasia-specific methylation biomarkers based on ctcf-binding sites |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5768395/ https://www.ncbi.nlm.nih.gov/pubmed/29371978 http://dx.doi.org/10.18632/oncotarget.23172 |
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