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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
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.
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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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