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

被引:19
作者
Jin, Chao [1 ]
Liu, Xiaonan [2 ]
Zheng, Wenyuan [3 ]
Su, Liping [4 ]
Liu, Yang [4 ]
Guo, Xu [4 ]
Gu, Xiaoming [4 ]
Li, Hongping [3 ]
Xu, Bo [3 ]
Wang, Gang [4 ]
Yu, Jiyan [3 ]
Zhang, Qiong [3 ]
Bao, Dengke [5 ]
Wan, Shaogui [6 ]
Xu, Fei [7 ]
Lai, Xiaohuan [7 ]
Liu, Jiayun [8 ]
Xing, Jinliang [4 ]
机构
[1] Fourth Mil Med Univ, Tangdu Hosp, Dept Gen Surg, Xian, Peoples R China
[2] Fourth Mil Med Univ, Ambulatory Surg Ctr, Xijing Hosp, Xian, Peoples R China
[3] Ori Biotech, Res & Dev Div, Hangzhou, Peoples R China
[4] Fourth Mil Med Univ, Dept Physiol & Pathophysiol, State Key Lab Canc Biol, Xian, Peoples R China
[5] Henan Univ, Sch Pharm, Lab Canc Biomarkers & Liquid Biopsy, Kaifeng, Peoples R China
[6] Gannan Med Univ, Affiliated Hosp 1, Ctr Mol Pathol, Ganzhou, Peoples R China
[7] Fifth Peoples Hosp Ganzhou, Dept Hepatol, Ganzhou, Peoples R China
[8] Fourth Mil Med Univ, Xijing Hosp, Dept Clin Lab, Xian 710032, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
circulating cell-free DNA; copy number variation; end motifs; fragment sizes; hepatocellular carcinoma; tumor fraction; PLASMA DNA; MUTATIONS;
D O I
10.1002/1878-0261.13041
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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 similar to 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.
引用
收藏
页码:2377 / 2389
页数:13
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