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Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer
BACKGROUND: Cancer cell–specific variation and circulating tumour DNA (ctDNA) methylation are promising biomarkers for non‐invasive cancer detection and molecular classification. Nevertheless, the applications of ctDNA to the early detection and screening of cancer remain highly challenging due to t...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9398227/ https://www.ncbi.nlm.nih.gov/pubmed/35998020 http://dx.doi.org/10.1002/ctm2.1014 |
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author | Gao, Yibo Zhao, Hengqiang An, Ke Liu, Zongzhi Hai, Luo Li, Renda Zhou, Yang Zhao, Weipeng Jia, Yongsheng Wu, Nan Li, Lingyu Ying, Jianming Wang, Jie Xu, Binghe Wu, Zhihong Tong, Zhongsheng He, Jie Sun, Yingli |
author_facet | Gao, Yibo Zhao, Hengqiang An, Ke Liu, Zongzhi Hai, Luo Li, Renda Zhou, Yang Zhao, Weipeng Jia, Yongsheng Wu, Nan Li, Lingyu Ying, Jianming Wang, Jie Xu, Binghe Wu, Zhihong Tong, Zhongsheng He, Jie Sun, Yingli |
author_sort | Gao, Yibo |
collection | PubMed |
description | BACKGROUND: Cancer cell–specific variation and circulating tumour DNA (ctDNA) methylation are promising biomarkers for non‐invasive cancer detection and molecular classification. Nevertheless, the applications of ctDNA to the early detection and screening of cancer remain highly challenging due to the scarcity of cancer cell–specific ctDNA, the low signal‐to‐noise ratio of DNA variation, and the lack of non‐locus‐specific DNA methylation technologies. METHODS: We enrolled three cohorts of breast cancer (BC) patients from two hospitals in China (BC: n = 123; healthy controls: n = 40). We developed a ctDNA whole‐genome bisulfite sequencing technology employing robust trace ctDNA capture from up to 200 μL plasma, mini‐input (1 ng) library preparation, unbiased genome‐wide coverage and comprehensive computational methods. RESULTS: A diagnostic signature comprising 15 ctDNA methylation markers exhibited high accuracy in the early (area under the curve [AUC] of 0.967) and advanced (AUC of 0.971) BC stages in multicentre patient cohorts. Furthermore, we revealed a ctDNA methylation signature that discriminates estrogen receptor status (Training set: AUC of 0.984 and Test set: AUC of 0.780). Different cancer types, including hepatocellular carcinoma and lung cancer, could also be well distinguished. CONCLUSIONS: Our study provides a toolset to generate unbiased whole‐genome ctDNA methylomes with a minimal amount of plasma to develop highly specific and sensitive biomarkers for the early diagnosis and molecular subtyping of cancer. |
format | Online Article Text |
id | pubmed-9398227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93982272022-08-24 Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer Gao, Yibo Zhao, Hengqiang An, Ke Liu, Zongzhi Hai, Luo Li, Renda Zhou, Yang Zhao, Weipeng Jia, Yongsheng Wu, Nan Li, Lingyu Ying, Jianming Wang, Jie Xu, Binghe Wu, Zhihong Tong, Zhongsheng He, Jie Sun, Yingli Clin Transl Med Research Articles BACKGROUND: Cancer cell–specific variation and circulating tumour DNA (ctDNA) methylation are promising biomarkers for non‐invasive cancer detection and molecular classification. Nevertheless, the applications of ctDNA to the early detection and screening of cancer remain highly challenging due to the scarcity of cancer cell–specific ctDNA, the low signal‐to‐noise ratio of DNA variation, and the lack of non‐locus‐specific DNA methylation technologies. METHODS: We enrolled three cohorts of breast cancer (BC) patients from two hospitals in China (BC: n = 123; healthy controls: n = 40). We developed a ctDNA whole‐genome bisulfite sequencing technology employing robust trace ctDNA capture from up to 200 μL plasma, mini‐input (1 ng) library preparation, unbiased genome‐wide coverage and comprehensive computational methods. RESULTS: A diagnostic signature comprising 15 ctDNA methylation markers exhibited high accuracy in the early (area under the curve [AUC] of 0.967) and advanced (AUC of 0.971) BC stages in multicentre patient cohorts. Furthermore, we revealed a ctDNA methylation signature that discriminates estrogen receptor status (Training set: AUC of 0.984 and Test set: AUC of 0.780). Different cancer types, including hepatocellular carcinoma and lung cancer, could also be well distinguished. CONCLUSIONS: Our study provides a toolset to generate unbiased whole‐genome ctDNA methylomes with a minimal amount of plasma to develop highly specific and sensitive biomarkers for the early diagnosis and molecular subtyping of cancer. John Wiley and Sons Inc. 2022-08-23 /pmc/articles/PMC9398227/ /pubmed/35998020 http://dx.doi.org/10.1002/ctm2.1014 Text en © 2022 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics. 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 Gao, Yibo Zhao, Hengqiang An, Ke Liu, Zongzhi Hai, Luo Li, Renda Zhou, Yang Zhao, Weipeng Jia, Yongsheng Wu, Nan Li, Lingyu Ying, Jianming Wang, Jie Xu, Binghe Wu, Zhihong Tong, Zhongsheng He, Jie Sun, Yingli Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer |
title | Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer |
title_full | Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer |
title_fullStr | Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer |
title_full_unstemmed | Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer |
title_short | Whole‐genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer |
title_sort | whole‐genome bisulfite sequencing analysis of circulating tumour dna for the detection and molecular classification of cancer |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9398227/ https://www.ncbi.nlm.nih.gov/pubmed/35998020 http://dx.doi.org/10.1002/ctm2.1014 |
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