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...

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Main Authors: Chao Jin, Xiaonan Liu, Wenyuan Zheng, Liping Su, Yang Liu, Xu Guo, Xiaoming Gu, Hongping Li, Bo Xu, Gang Wang, Jiyan Yu, Qiong Zhang, Dengke Bao, Shaogui Wan, Fei Xu, Xiaohuan Lai, Jiayun Liu, Jinliang Xing
Format: Article
Language:English
Published: Wiley 2021-09-01
Series:Molecular Oncology
Subjects:
Online Access:https://doi.org/10.1002/1878-0261.13041
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spelling doaj-90b78f9262614221b195b6ff41584c402021-09-02T02:01:46ZengWileyMolecular Oncology1574-78911878-02612021-09-011592377238910.1002/1878-0261.13041Characterization of fragment sizes, copy number aberrations and 4‐mer end motifs in cell‐free DNA of hepatocellular carcinoma for enhanced liquid biopsy‐based cancer detectionChao Jin0Xiaonan Liu1Wenyuan Zheng2Liping Su3Yang Liu4Xu Guo5Xiaoming Gu6Hongping Li7Bo Xu8Gang Wang9Jiyan Yu10Qiong Zhang11Dengke Bao12Shaogui Wan13Fei Xu14Xiaohuan Lai15Jiayun Liu16Jinliang Xing17Department of General Surgery Tangdu Hospital Fourth Military Medical University Xi’an ChinaAmbulatory Surgery Center of Xijing Hospital Fourth Military Medical University Xi’an ChinaResearch and Development Division Oriomics Biotech Hangzhou ChinaState Key Laboratory of Cancer Biology Department of Physiology and Pathophysiology Fourth Military Medical University Xi’an ChinaState Key Laboratory of Cancer Biology Department of Physiology and Pathophysiology Fourth Military Medical University Xi’an ChinaState Key Laboratory of Cancer Biology Department of Physiology and Pathophysiology Fourth Military Medical University Xi’an ChinaState Key Laboratory of Cancer Biology Department of Physiology and Pathophysiology Fourth Military Medical University Xi’an ChinaResearch and Development Division Oriomics Biotech Hangzhou ChinaResearch and Development Division Oriomics Biotech Hangzhou ChinaState Key Laboratory of Cancer Biology Department of Physiology and Pathophysiology Fourth Military Medical University Xi’an ChinaResearch and Development Division Oriomics Biotech Hangzhou ChinaResearch and Development Division Oriomics Biotech Hangzhou ChinaLaboratory of Cancer Biomarkers and Liquid Biopsy School of Pharmacy Henan University Kaifeng ChinaCenter for Molecular Pathology First Affiliated Hospital Gannan Medical University Ganzhou ChinaDepartment of Hepatology The Fifth People’s Hospital of Ganzhou ChinaDepartment of Hepatology The Fifth People’s Hospital of Ganzhou ChinaDepartment of Clinical Laboratory Xijing Hospital Fourth Military Medical University Xi’an ChinaState Key Laboratory of Cancer Biology Department of Physiology and Pathophysiology Fourth Military Medical University Xi’an ChinaCirculating 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.https://doi.org/10.1002/1878-0261.13041circulating cell‐free DNAcopy number variationend motifsfragment sizeshepatocellular carcinomatumor fraction
collection DOAJ
language English
format Article
sources DOAJ
author Chao Jin
Xiaonan Liu
Wenyuan Zheng
Liping Su
Yang Liu
Xu Guo
Xiaoming Gu
Hongping Li
Bo Xu
Gang Wang
Jiyan Yu
Qiong Zhang
Dengke Bao
Shaogui Wan
Fei Xu
Xiaohuan Lai
Jiayun Liu
Jinliang Xing
spellingShingle Chao Jin
Xiaonan Liu
Wenyuan Zheng
Liping Su
Yang Liu
Xu Guo
Xiaoming Gu
Hongping Li
Bo Xu
Gang Wang
Jiyan Yu
Qiong Zhang
Dengke Bao
Shaogui Wan
Fei Xu
Xiaohuan Lai
Jiayun Liu
Jinliang Xing
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
Molecular Oncology
circulating cell‐free DNA
copy number variation
end motifs
fragment sizes
hepatocellular carcinoma
tumor fraction
author_facet Chao Jin
Xiaonan Liu
Wenyuan Zheng
Liping Su
Yang Liu
Xu Guo
Xiaoming Gu
Hongping Li
Bo Xu
Gang Wang
Jiyan Yu
Qiong Zhang
Dengke Bao
Shaogui Wan
Fei Xu
Xiaohuan Lai
Jiayun Liu
Jinliang Xing
author_sort Chao Jin
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_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_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_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
publisher Wiley
series Molecular Oncology
issn 1574-7891
1878-0261
publishDate 2021-09-01
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.
topic circulating cell‐free DNA
copy number variation
end motifs
fragment sizes
hepatocellular carcinoma
tumor fraction
url https://doi.org/10.1002/1878-0261.13041
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