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A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer
Screening for early‐stage disease is vital for reducing colorectal cancer (CRC)‐related mortality. Methylation of circulating tumor DNA has been previously used for various types of cancer screening. A novel cell‐free DNA (cfDNA) methylation‐based model which can improve the early detection of CRC i...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486566/ https://www.ncbi.nlm.nih.gov/pubmed/33694305 http://dx.doi.org/10.1002/1878-0261.12942 |
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author | Wu, Xianrui Zhang, Yunfeng Hu, Tuo He, Xiaowen Zou, Yifeng Deng, Qiling Ke, Jia Lian, Lei He, Xiaosheng Zhao, Dezhi Cai, Xuyu Chen, Zhiwei Wu, Xiaojian Fan, Jian‐Bing Gao, Feng Lan, Ping |
author_facet | Wu, Xianrui Zhang, Yunfeng Hu, Tuo He, Xiaowen Zou, Yifeng Deng, Qiling Ke, Jia Lian, Lei He, Xiaosheng Zhao, Dezhi Cai, Xuyu Chen, Zhiwei Wu, Xiaojian Fan, Jian‐Bing Gao, Feng Lan, Ping |
author_sort | Wu, Xianrui |
collection | PubMed |
description | Screening for early‐stage disease is vital for reducing colorectal cancer (CRC)‐related mortality. Methylation of circulating tumor DNA has been previously used for various types of cancer screening. A novel cell‐free DNA (cfDNA) methylation‐based model which can improve the early detection of CRC is warranted. For our study, we collected 313 tissue and 577 plasma samples from patients with CRC, advanced adenoma (AA), non‐AA and healthy controls. After quality control, 187 tissue DNA samples (91 non‐malignant tissue from CRC patients, 26 AA and 70 CRC) and 489 plasma cfDNA samples were selected for targeted DNA methylation sequencing. We further developed a cfDNA methylation model based on 11 methylation biomarkers for CRC detection in the training cohort (area under curve [AUC] = 0.90 (0.85–0.94]) and verified the model in the validation cohort (AUC = 0.92 [0.88–0.96]). The cfDNA methylation model robustly detected patients pre‐diagnosed with early‐stage CRC (AUC = 0.90 [0.86–0.95]) or AA (AUC = 0.85 [0.78–0.91]). Here we established and validated a non‐invasive cfDNA methylation model based on 11 DNA methylation biomarkers for the detection of early‐stage CRC and AA. The utilization of the model in clinical practice may contribute to the early diagnosis of CRC. |
format | Online Article Text |
id | pubmed-8486566 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84865662021-10-07 A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer Wu, Xianrui Zhang, Yunfeng Hu, Tuo He, Xiaowen Zou, Yifeng Deng, Qiling Ke, Jia Lian, Lei He, Xiaosheng Zhao, Dezhi Cai, Xuyu Chen, Zhiwei Wu, Xiaojian Fan, Jian‐Bing Gao, Feng Lan, Ping Mol Oncol Research Articles Screening for early‐stage disease is vital for reducing colorectal cancer (CRC)‐related mortality. Methylation of circulating tumor DNA has been previously used for various types of cancer screening. A novel cell‐free DNA (cfDNA) methylation‐based model which can improve the early detection of CRC is warranted. For our study, we collected 313 tissue and 577 plasma samples from patients with CRC, advanced adenoma (AA), non‐AA and healthy controls. After quality control, 187 tissue DNA samples (91 non‐malignant tissue from CRC patients, 26 AA and 70 CRC) and 489 plasma cfDNA samples were selected for targeted DNA methylation sequencing. We further developed a cfDNA methylation model based on 11 methylation biomarkers for CRC detection in the training cohort (area under curve [AUC] = 0.90 (0.85–0.94]) and verified the model in the validation cohort (AUC = 0.92 [0.88–0.96]). The cfDNA methylation model robustly detected patients pre‐diagnosed with early‐stage CRC (AUC = 0.90 [0.86–0.95]) or AA (AUC = 0.85 [0.78–0.91]). Here we established and validated a non‐invasive cfDNA methylation model based on 11 DNA methylation biomarkers for the detection of early‐stage CRC and AA. The utilization of the model in clinical practice may contribute to the early diagnosis of CRC. John Wiley and Sons Inc. 2021-03-25 2021-10 /pmc/articles/PMC8486566/ /pubmed/33694305 http://dx.doi.org/10.1002/1878-0261.12942 Text en © 2021 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Wu, Xianrui Zhang, Yunfeng Hu, Tuo He, Xiaowen Zou, Yifeng Deng, Qiling Ke, Jia Lian, Lei He, Xiaosheng Zhao, Dezhi Cai, Xuyu Chen, Zhiwei Wu, Xiaojian Fan, Jian‐Bing Gao, Feng Lan, Ping A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer |
title | A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer |
title_full | A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer |
title_fullStr | A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer |
title_full_unstemmed | A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer |
title_short | A novel cell‐free DNA methylation‐based model improves the early detection of colorectal cancer |
title_sort | novel cell‐free dna methylation‐based model improves the early detection of colorectal cancer |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486566/ https://www.ncbi.nlm.nih.gov/pubmed/33694305 http://dx.doi.org/10.1002/1878-0261.12942 |
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