Single-cell sequencing reveals karyotype heterogeneity in murine and human malignancies

被引:143
|
作者
Bakker, Bjorn [1 ]
Taudt, Aaron [1 ]
Belderbos, Mirjam E. [1 ,3 ]
Porubsky, David [1 ]
Spierings, Diana C. J. [1 ]
de Jong, Tristan V. [1 ]
Halsema, Nancy [1 ]
Kazemier, Hinke G. [1 ]
Hoekstra-Wakker, Karina [1 ]
Bradley, Allan [2 ]
de Bont, Eveline S. J. M. [3 ]
van den Berg, Anke [4 ]
Guryev, Victor [1 ]
Lansdorp, Peter M. [1 ,5 ,6 ]
Colome-Tatche, Maria [1 ,7 ]
Foijer, Floris [1 ]
机构
[1] Univ Groningen, Univ Med Ctr Groningen, European Res Inst Biol Ageing, A Deusinglaan 1, NL-9713 AV Groningen, Netherlands
[2] Wellcome Trust Sanger Inst, Wellcome Trust Genome Campus, Hinxton CB10 1SA, England
[3] Univ Groningen, Univ Med Ctr Groningen, Dept Paediat, A Deusinglaan 1, NL-9713 AV Groningen, Netherlands
[4] Univ Groningen, Univ Med Ctr Groningen, Dept Pathol & Med Biol, A Deusinglaan 1, NL-9713 AV Groningen, Netherlands
[5] British Columbia Canc Agcy, Terry Fox Lab, 601 W 10th Ave, Vancouver, BC V5Z 1L3, Canada
[6] Univ British Columbia, Dept Med, Div Hematol, Vancouver, BC V6T 1Z4, Canada
[7] Helmholtz Zentrum Munchen, Inst Computat Biol, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
来源
GENOME BIOLOGY | 2016年 / 17卷
关键词
Aneuploidy; Karyotype heterogeneity; Single-cell sequencing; Copy number detection; Lymphoma; Leukaemia; AGING-ASSOCIATED PHENOTYPES; CHROMOSOMAL INSTABILITY; ANEUPLOIDY; CANCER; EVOLUTION;
D O I
10.1186/s13059-016-0971-7
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Chromosome instability leads to aneuploidy, a state in which cells have abnormal numbers of chromosomes, and is found in two out of three cancers. In a chromosomal instable p53 deficient mouse model with accelerated lymphomagenesis, we previously observed whole chromosome copy number changes affecting all lymphoma cells. This suggests that chromosome instability is somehow suppressed in the aneuploid lymphomas or that selection for frequently lost/gained chromosomes out-competes the CIN-imposed mis-segregation. Results: To distinguish between these explanations and to examine karyotype dynamics in chromosome instable lymphoma, we use a newly developed single-cell whole genome sequencing (scWGS) platform that provides a complete and unbiased overview of copy number variations (CNV) in individual cells. To analyse these scWGS data, we develop AneuFinder, which allows annotation of copy number changes in a fully automated fashion and quantification of CNV heterogeneity between cells. Single-cell sequencing and AneuFinder analysis reveals high levels of copy number heterogeneity in chromosome instability-driven murine T-cell lymphoma samples, indicating ongoing chromosome instability. Application of this technology to human B cell leukaemias reveals different levels of karyotype heterogeneity in these cancers. Conclusion: Our data show that even though aneuploid tumours select for particular and recurring chromosome combinations, single-cell analysis using AneuFinder reveals copy number heterogeneity. This suggests ongoing chromosome instability that other platforms fail to detect. As chromosome instability might drive tumour evolution, karyotype analysis using single-cell sequencing technology could become an essential tool for cancer treatment stratification.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] The Impact of Heterogeneity on Single-Cell Sequencing
    Goldman, Samantha L.
    MacKay, Matthew
    Afshinnekoo, Ebrahim
    Melnick, Ari M.
    Wu, Shuxiu
    Mason, Christopher E.
    FRONTIERS IN GENETICS, 2019, 10
  • [22] Single-cell RNA sequencing of preadipocytes reveals the cell fate heterogeneity induced by melatonin
    Li, Zhenhui
    Zheng, Ming
    Mo, Jiawei
    Li, Kan
    Yang, Xin
    Guo, Lijin
    Zhang, Xiquan
    Abdalla, Bahareldin Ali
    Nie, Qinghua
    JOURNAL OF PINEAL RESEARCH, 2021, 70 (03)
  • [23] Single-Cell RNA Sequencing of Human Corpus Cavernosum Reveals Cellular Heterogeneity Landscapes in Erectile Dysfunction
    Fang, Dong
    Tan, Xiao-Hui
    Song, Wen-Peng
    Gu, Yang-Yang
    Pan, Jian-Cheng
    Yang, Xiao-Qing
    Song, Wei-Dong
    Yuan, Yi-Ming
    Peng, Jing
    Zhang, Zhi-Chao
    Xin, Zhong-Cheng
    Li, Xue-Song
    Guan, Rui-Li
    FRONTIERS IN ENDOCRINOLOGY, 2022, 13
  • [24] Single-Cell Sequencing Reveals Heterogeneity Effects of Bisphenol A on Zebrafish Embryonic Development
    Chen, Ling
    Wang, Zhizhi
    Gu, Weiqing
    Zhang, Xu-Xiang
    Ren, Hongqiang
    Wu, Bing
    ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2020, 54 (15) : 9537 - 9546
  • [25] Single-cell transcriptome sequencing reveals heterogeneity of gastric cancer: progress and prospects
    Deng, Gaohua
    Zhang, Xu
    Chen, Yonglan
    Liang, Sicheng
    Liu, Sha
    Yu, Zehui
    Lu, Muhan
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [26] Single-cell RNA sequencing reveals transcriptomic heterogeneity in response to epigenetic inhibitors
    Conery, Andrew R.
    Park, Sungmi
    Steinbaugh, Michael J.
    Bryant, Barbara M.
    Apte, Shruti
    Keller, Patricia J.
    Yuan, C. C.
    Bradley, Bill
    Bommi-Reddy, Archana
    Sims, Robert J.
    CANCER RESEARCH, 2019, 79 (13)
  • [27] Single-cell RNA Sequencing Reveals Heterogeneity of Cultured Bovine Satellite Cells
    Lyu, Pengcheng
    Qi, Yumin
    Tu, Zhijian J.
    Jiang, Honglin
    FRONTIERS IN GENETICS, 2021, 12
  • [28] Single-cell RNA sequencing reveals tumor heterogeneity in small cell neuroendocrine cervical carcinoma
    Xuesong Xiang
    Xiang Tao
    Keqin Hua
    Hua Jiang
    Jingxin Ding
    Communications Biology, 8 (1)
  • [29] Single-cell sequencing of individual retinal organoids reveals determinants of cell-fate heterogeneity
    Tresenrider, Amy
    Sridhar, Akshayalakshmi
    Eldred, Kiara C.
    Cuschieri, Sophia
    Hoffer, Dawn
    Trapnell, Cole
    Reh, Thomas A.
    CELL REPORTS METHODS, 2023, 3 (08):
  • [30] Single-cell RNA sequencing reveals the role of cell heterogeneity in the sex difference in primary hyperparathyroidism
    Lu, Shuai
    Chen, Xi
    Gong, Maoqi
    Chen, Shuo
    Zhang, Jianyu
    Zhang, Xigong
    Wu, Chengai
    Cui, Aimin
    Jiang, Xieyuan
    FRONTIERS IN ENDOCRINOLOGY, 2023, 14