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Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection
Circulating cell‐free DNA (cfDNA) fragmentomics, which encompasses the measurement of cfDNA length and short nucleotide motifs at the ends of cfDNA molecules, is an emerging field for cancer diagnosis. The utilization of cfDNA fragmentomics for the diagnosis of patients with hepatocellular carcinoma...
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/PMC8410516/ https://www.ncbi.nlm.nih.gov/pubmed/34133846 http://dx.doi.org/10.1002/1878-0261.13041 |
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author | Jin, Chao Liu, Xiaonan Zheng, Wenyuan Su, Liping Liu, Yang Guo, Xu Gu, Xiaoming Li, Hongping Xu, Bo Wang, Gang Yu, Jiyan Zhang, Qiong Bao, Dengke Wan, Shaogui Xu, Fei Lai, Xiaohuan Liu, Jiayun Xing, Jinliang |
author_facet | Jin, Chao Liu, Xiaonan Zheng, Wenyuan Su, Liping Liu, Yang Guo, Xu Gu, Xiaoming Li, Hongping Xu, Bo Wang, Gang Yu, Jiyan Zhang, Qiong Bao, Dengke Wan, Shaogui Xu, Fei Lai, Xiaohuan Liu, Jiayun Xing, Jinliang |
author_sort | Jin, Chao |
collection | PubMed |
description | Circulating cell‐free DNA (cfDNA) fragmentomics, which encompasses the measurement of cfDNA length and short nucleotide motifs at the ends of cfDNA molecules, is an emerging field for cancer diagnosis. The utilization of cfDNA fragmentomics for the diagnosis of patients with hepatocellular carcinoma (HCC) caused by hepatitis B virus (HBV) is currently limited. In this study, we utilized whole‐genome sequencing data of cfDNA in samples from patients with HCC (n = 197) and HBV (n = 187) to analyze the association of fragment size selection (< 150 bp) with tumor fraction (TF), copy number variation (CNV) alterations and the change in the proportion of 4‐mer end motifs in HCC and HBV samples. Our analyses identified five typical CNV markers (i.e. loss in chr1p, chr4q and chr8p, and gain in chr1q and chr8q) in cfDNA with a cumulatively positive rate of ˜ 95% in HCC samples. Size selection (< 150 bp) significantly enhanced TF and CNV signals in HCC samples. Additionally, three 4‐mer end motifs (CCCA, CCTG and CCAG) were identified as preferred end motifs in HCC samples. We identified 139 end motifs significantly associated with fragment size that showed similar patterns of associations between patients with HCC and HBV, suggesting that end motifs might be inherently coupled with fragment size by a ubiquitous mechanism. Here we conclude that CNV markers, fragment size selection and end‐motif pattern in cfDNA have potential for effective detection of patients with HCC. |
format | Online Article Text |
id | pubmed-8410516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84105162021-09-03 Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection Jin, Chao Liu, Xiaonan Zheng, Wenyuan Su, Liping Liu, Yang Guo, Xu Gu, Xiaoming Li, Hongping Xu, Bo Wang, Gang Yu, Jiyan Zhang, Qiong Bao, Dengke Wan, Shaogui Xu, Fei Lai, Xiaohuan Liu, Jiayun Xing, Jinliang Mol Oncol Research Articles Circulating cell‐free DNA (cfDNA) fragmentomics, which encompasses the measurement of cfDNA length and short nucleotide motifs at the ends of cfDNA molecules, is an emerging field for cancer diagnosis. The utilization of cfDNA fragmentomics for the diagnosis of patients with hepatocellular carcinoma (HCC) caused by hepatitis B virus (HBV) is currently limited. In this study, we utilized whole‐genome sequencing data of cfDNA in samples from patients with HCC (n = 197) and HBV (n = 187) to analyze the association of fragment size selection (< 150 bp) with tumor fraction (TF), copy number variation (CNV) alterations and the change in the proportion of 4‐mer end motifs in HCC and HBV samples. Our analyses identified five typical CNV markers (i.e. loss in chr1p, chr4q and chr8p, and gain in chr1q and chr8q) in cfDNA with a cumulatively positive rate of ˜ 95% in HCC samples. Size selection (< 150 bp) significantly enhanced TF and CNV signals in HCC samples. Additionally, three 4‐mer end motifs (CCCA, CCTG and CCAG) were identified as preferred end motifs in HCC samples. We identified 139 end motifs significantly associated with fragment size that showed similar patterns of associations between patients with HCC and HBV, suggesting that end motifs might be inherently coupled with fragment size by a ubiquitous mechanism. Here we conclude that CNV markers, fragment size selection and end‐motif pattern in cfDNA have potential for effective detection of patients with HCC. John Wiley and Sons Inc. 2021-07-16 2021-09 /pmc/articles/PMC8410516/ /pubmed/34133846 http://dx.doi.org/10.1002/1878-0261.13041 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 Jin, Chao Liu, Xiaonan Zheng, Wenyuan Su, Liping Liu, Yang Guo, Xu Gu, Xiaoming Li, Hongping Xu, Bo Wang, Gang Yu, Jiyan Zhang, Qiong Bao, Dengke Wan, Shaogui Xu, Fei Lai, Xiaohuan Liu, Jiayun Xing, Jinliang Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection |
title | Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection |
title_full | Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection |
title_fullStr | Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection |
title_full_unstemmed | Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection |
title_short | Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection |
title_sort | characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free dna of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detection |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8410516/ https://www.ncbi.nlm.nih.gov/pubmed/34133846 http://dx.doi.org/10.1002/1878-0261.13041 |
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