Whole genome deep sequencing analysis of cell-free DNA in samples with low tumour content

被引:12
|
作者
Ganesamoorthy, Devika [1 ,2 ]
Robertson, Alan James [1 ]
Chen, Wenhan [1 ]
Hall, Michael B. [1 ]
Cao, Minh Duc [1 ]
Ferguson, Kaltin [3 ]
Lakhani, Sunil R. [3 ,4 ]
Nones, Katia [5 ]
Simpson, Peter T. [3 ]
Coin, Lachlan J. M. [1 ,2 ,6 ,7 ]
机构
[1] Univ Queensland, Inst Mol Biosci, Brisbane, Qld, Australia
[2] Univ Melbourne, Dept Clin Pathol, Melbourne, Vic, Australia
[3] Univ Queensland, Fac Med, Clin Res Ctr, Brisbane, Qld, Australia
[4] Royal Brisbane & Womens Hosp Herston, Pathol Queensland, Brisbane, Qld, Australia
[5] QIMR Berghofer Med Res Inst, Brisbane, Qld, Australia
[6] Univ Melbourne, Dept Microbiol & Immunol, Melbourne, Vic, Australia
[7] Imperial Coll London, Dept Infect Dis, London, England
关键词
Cell-free DNA; Cell-free tumour DNA; Somatic mutations; Mutational signatures; SOMATIC MUTATION; NUCLEIC-ACIDS; PLASMA; CANCER; HETEROGENEITY; SIGNATURES; SERUM;
D O I
10.1186/s12885-021-09160-1
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Circulating cell-free DNA (cfDNA) in the plasma of cancer patients contains cell-free tumour DNA (ctDNA) derived from tumour cells and it has been widely recognized as a non-invasive source of tumour DNA for diagnosis and prognosis of cancer. Molecular profiling of ctDNA is often performed using targeted sequencing or low-coverage whole genome sequencing (WGS) to identify tumour specific somatic mutations or somatic copy number aberrations (sCNAs). However, these approaches cannot efficiently detect all tumour-derived genomic changes in ctDNA. Methods We performed WGS analysis of cfDNA from 4 breast cancer patients and 2 patients with benign tumours. We sequenced matched germline DNA for all 6 patients and tumour samples from the breast cancer patients. All samples were sequenced on Illumina HiSeqXTen sequencing platform and achieved approximately 30x, 60x and 100x coverage on germline, tumour and plasma DNA samples, respectively. Results The mutational burden of the plasma samples (1.44 somatic mutations/Mb of genome) was higher than the matched tumour samples. However, 90% of high confidence somatic cfDNA variants were not detected in matched tumour samples and were found to comprise two background plasma mutational signatures. In contrast, cfDNA from the di-nucleosome fraction (300 bp-350 bp) had much higher proportion (30%) of variants shared with tumour. Despite high coverage sequencing we were unable to detect sCNAs in plasma samples. Conclusions Deep sequencing analysis of plasma samples revealed higher fraction of unique somatic mutations in plasma samples, which were not detected in matched tumour samples. Sequencing of di-nucleosome bound cfDNA fragments may increase recovery of tumour mutations from plasma.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] Whole genome bisulfite sequencing of cell-free DNA and its cellular contributors uncovers placenta hypomethylated domains
    Taylor J Jensen
    Sung K Kim
    Zhanyang Zhu
    Christine Chin
    Claudia Gebhard
    Tim Lu
    Cosmin Deciu
    Dirk van den Boom
    Mathias Ehrich
    [J]. Genome Biology, 16
  • [32] CRAG: de novo characterization of cell-free DNA fragmentation hotspots in plasma whole-genome sequencing
    Zhou, Xionghui
    Zheng, Haizi
    Fu, Hailu
    Dillehay McKillip, Kelsey L.
    Pinney, Susan M.
    Liu, Yaping
    [J]. GENOME MEDICINE, 2022, 14 (01)
  • [33] Whole genome bisulfite sequencing of cell-free DNA and its cellular contributors uncovers placenta hypomethylated domains
    Jensen, Taylor J.
    Kim, Sung K.
    Zhu, Zhanyang
    Chin, Christine
    Gebhard, Claudia
    Lu, Tim
    Deciu, Cosmin
    van den Boom, Dirk
    Ehrich, Mathias
    [J]. GENOME BIOLOGY, 2015, 16
  • [34] Whole-genome bisulfite sequencing of cell-free DNA identifies signature associated with metastatic breast cancer
    Christophe Legendre
    Gerald C. Gooden
    Kyle Johnson
    Rae Anne Martinez
    Winnie S. Liang
    Bodour Salhia
    [J]. Clinical Epigenetics, 2015, 7
  • [35] Comparison of commercially available whole-genome sequencing kits for variant detection in circulating cell-free DNA
    Florence Mauger
    Caroline Horgues
    Morgane Pierre-Jean
    Nouara Oussada
    Lilia Mesrob
    Jean-François Deleuze
    [J]. Scientific Reports, 10
  • [36] Comparison of commercially available whole-genome sequencing kits for variant detection in circulating cell-free DNA
    Mauger, Florence
    Horgues, Caroline
    Pierre-Jean, Morgane
    Oussada, Nouara
    Mesrob, Lilia
    Deleuze, Jean-Francois
    [J]. SCIENTIFIC REPORTS, 2020, 10 (01)
  • [37] Integrated analysis toolkit for dissecting whole-genome-wide features of cell-free DNA
    Li, Jie
    Sun, Xin
    Yang, Heli
    Chen, Jiahui
    Bu, Zhaode
    Ji, Jiafu
    Lan, Xun
    [J]. CLINICAL AND TRANSLATIONAL MEDICINE, 2023, 13 (03):
  • [38] Whole Genome Cell-Free Tumor DNA Liquid Biopsy for Ultrasensitive Detection of Low Grade Meningiomas
    Roberts, L. Geiser
    Roberts, L. Geiser
    Tran, I.
    Afterman, D.
    Phillips, S.
    Deochand, S.
    Tavassoly, I.
    White, E.
    Kandasamy, R.
    Polak, P.
    Oklander, B.
    Sen, C.
    Pacione, D.
    Golfinos, J.
    Zviran, A.
    Snuderl, M.
    [J]. JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 2023, 82 (06): : 558 - 558
  • [39] Examination of Plasma Cell-Free DNA of Glioma Patients by Whole Exome Sequencing
    Sun, Junlong
    Zhou, Wenwu
    Mao, Kangcheng
    He, Yunfeng
    Yao, Junzhong
    Tang, Zhongyu
    Song, Mengruo
    Liu, Qianqian
    Zhu, Hui
    Ju, Shaoqing
    Shi, Jinlong
    Shi, Wei
    [J]. WORLD NEUROSURGERY, 2019, 125 : E424 - E428
  • [40] Longitudinal cell-free DNA characterization by low-coverage whole-genome sequencing in patients undergoing high-dose radiotherapy
    Balazs, Zsolt
    Balermpas, Panagiotis
    Ivankovic, Ivna
    Willmann, Jonas
    Gitchev, Todor
    Bryant, Asher
    Guckenberger, Matthias
    Krauthammer, Michael
    Andratschke, Nicolaus
    [J]. RADIOTHERAPY AND ONCOLOGY, 2024, 197