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
  • [1] Single-cell sequencing reveals karyotype heterogeneity in murine and human malignancies
    Bjorn Bakker
    Aaron Taudt
    Mirjam E. Belderbos
    David Porubsky
    Diana C. J. Spierings
    Tristan V. de Jong
    Nancy Halsema
    Hinke G. Kazemier
    Karina Hoekstra-Wakker
    Allan Bradley
    Eveline S. J. M. de Bont
    Anke van den Berg
    Victor Guryev
    Peter M. Lansdorp
    Maria Colomé-Tatché
    Floris Foijer
    Genome Biology, 17
  • [2] Single-cell RNA sequencing of human liver reveals hepatic stellate cell heterogeneity
    Payen, Valery L.
    Lavergne, Arnaud
    Sarika, Niki Alevra
    Colonval, Megan
    Karim, Latifa
    Deckers, Manon
    Najimi, Mustapha
    Coppieters, Wouter
    Charloteaux, Benoit
    Sokal, Etienne M.
    El Taghdouini, Adil
    JHEP REPORTS, 2021, 3 (03)
  • [3] Single-Cell RNA Sequencing Reveals the Heterogeneity of the Human Retinal Pigment Epithelium
    Farjood, Farhad
    Charniga, Carol
    Kiehl, Thomas
    Stern, Jeffrey
    Boles, Nathan
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (07)
  • [4] Single-cell sequencing reveals the heterogeneity and intratumoral crosstalk in human endometrial cancer
    Yu, Zhicheng
    Zhang, Jun
    Zhang, Qi
    Wei, Sitian
    Shi, Rui
    Zhao, Rong
    An, Lanfen
    Grose, Richard
    Feng, Dilu
    Wang, Hongbo
    CELL PROLIFERATION, 2022, 55 (06)
  • [5] Single-Cell RNA Sequencing Reveals Molecular Features of Heterogeneity in the Murine Retinal Pigment Epithelium
    Pandey, Ravi S.
    Krebs, Mark P.
    Bolisetty, Mohan T.
    Charette, Jeremy R.
    Naggert, Jurgen K.
    Robson, Paul
    Nishina, Patsy M.
    Carter, Gregory W.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (18)
  • [6] Single-cell RNA sequencing reveals the epithelial cell heterogeneity and invasive subpopulation in human bladder cancer
    Lai, Huadong
    Cheng, Xiaomu
    Liu, Qiang
    Luo, Wenqin
    Liu, Mengyao
    Zhang, Man
    Miao, Juju
    Ji, Zhongzhong
    Lin, Guan Ning
    Song, Weichen
    Zhang, Lianhua
    Bo, Juanjie
    Yang, Guoliang
    Wang, Jia
    Gao, Wei-Qiang
    INTERNATIONAL JOURNAL OF CANCER, 2021, 149 (12) : 2099 - 2115
  • [7] Single-cell sequencing reveals novel cellular heterogeneity in uterine leiomyomas
    Goad, Jyoti
    Rudolph, Joshua
    Zandigohar, Mehrdad
    Tae, Matthew
    Dai, Yang
    Wei, Jian-Jun
    Bulun, Serdar E.
    Chakravarti, Debabrata
    Rajkovic, Aleksandar
    HUMAN REPRODUCTION, 2022, 37 (10) : 2334 - 2349
  • [8] Single-Cell Sequencing Reveals an Intrinsic Heterogeneity of the Preovulatory Follicular Microenvironment
    Wu, Huihua
    Zhu, Rui
    Zheng, Bo
    Liao, Guizhi
    Wang, Fuxin
    Ding, Jie
    Li, Hong
    Li, Mingqing
    BIOMOLECULES, 2022, 12 (02)
  • [9] Single-cell transcriptome sequencing reveals tumor heterogeneity in family neuroblastoma
    Zhang, Yunlong
    Ma, Yue
    Liu, Qingqing
    Du, Yifei
    Peng, Liang
    Zhou, Jianwu
    Zhao, Zhenzhen
    Li, Changchun
    Wang, Shan
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [10] Single-cell transcriptomics of murine mural cells reveals cellular heterogeneity
    Ya-Na Guan
    Yue Li
    Moom Roosan
    Qing Jing
    Science China Life Sciences, 2021, 64 (07) : 1077 - 1086