Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Resource: Scalable whole genome sequencing of 40,000 single cells identifies stochastic aneuploidies, genome replication states and clonal repertoires

Emma Laks, Hans Zahn, Daniel Lai, Andrew McPherson, Adi Steif, Jazmine Brimhall, Justina Biele, Beixi Wang, Tehmina Masud, Diljot Grewal, Cydney Nielsen, Samantha Leung, Viktoria Bojilova, Maia Smith, Oleg Golovko, Steven Poon, Peter Eirew, Farhia Kabeer, Teresa Ruiz de Algara, So Ra Lee, M. Jafar Taghiyar, Curtis Huebner, Jessica Ngo, Tim Chan, Spencer Vatrt-Watts, Pascale Walters, Nafis Abrar, Sophia Chan, Matt Wiens, Lauren Martin, R. Wilder Scott, Michael T. Underhill, Elizabeth Chavez, Christian Steidl, Daniel Da Costa, Yusanne Ma, Robin J. N. Coope, Richard Corbett, Stephen Pleasance, Richard Moore, Andy J. Mungall, IMAXT Consortium, Marco A. Marra, Carl Hansen, Sohrab P. Shah, Samuel Aparicio
doi: https://doi.org/10.1101/411058
Emma Laks
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
3Genome Science and Technology Graduate Program, University of British Columbia, Vancouver, British Columbia, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hans Zahn
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
3Genome Science and Technology Graduate Program, University of British Columbia, Vancouver, British Columbia, Canada
4Centre for High Throughput Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Daniel Lai
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrew McPherson
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Adi Steif
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
3Genome Science and Technology Graduate Program, University of British Columbia, Vancouver, British Columbia, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jazmine Brimhall
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Justina Biele
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Beixi Wang
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Tehmina Masud
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Diljot Grewal
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Cydney Nielsen
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Samantha Leung
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Viktoria Bojilova
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Maia Smith
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Oleg Golovko
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Steven Poon
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Peter Eirew
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Farhia Kabeer
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Teresa Ruiz de Algara
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
So Ra Lee
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
M. Jafar Taghiyar
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Curtis Huebner
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jessica Ngo
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Tim Chan
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Spencer Vatrt-Watts
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Pascale Walters
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nafis Abrar
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sophia Chan
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Matt Wiens
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Lauren Martin
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
R. Wilder Scott
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael T. Underhill
4Centre for High Throughput Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Elizabeth Chavez
7Centre for Lymphoid Cancer, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Christian Steidl
7Centre for Lymphoid Cancer, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Daniel Da Costa
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
4Centre for High Throughput Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yusanne Ma
5Michael Smith Genome Sciences Centre, BC Cancer, Vancouver V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Robin J. N. Coope
5Michael Smith Genome Sciences Centre, BC Cancer, Vancouver V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Richard Corbett
5Michael Smith Genome Sciences Centre, BC Cancer, Vancouver V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Stephen Pleasance
5Michael Smith Genome Sciences Centre, BC Cancer, Vancouver V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Richard Moore
5Michael Smith Genome Sciences Centre, BC Cancer, Vancouver V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andy J. Mungall
5Michael Smith Genome Sciences Centre, BC Cancer, Vancouver V5Z 1L3, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marco A. Marra
6Department of Medical Genetics, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Carl Hansen
4Centre for High Throughput Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sohrab P. Shah
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
8Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 417 East 68th St., New York, NY 10065, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: sshah@bccrc.ca saparicio@bccrc.ca
Samuel Aparicio
1Department of Molecular Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, V5Z 1L3, Canada
2Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V6T 2B5, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: sshah@bccrc.ca saparicio@bccrc.ca
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Preview PDF
Loading

Summary

Essential features of cancer tissue cellular heterogeneity such as negatively selected genome topologies, sub-clonal mutation patterns and genome replication states can only effectively be studied by sequencing single-cell genomes at scale and high fidelity. Using an amplification-free single-cell genome sequencing approach implemented on commodity hardware (DLP+) coupled with a cloud-based computational platform, we define a resource of 40,000 single-cell genomes characterized by their genome states, across a wide range of tissue types and conditions. We show that shallow sequencing across thousands of genomes permits reconstruction of clonal genomes to single nucleotide resolution through aggregation analysis of cells sharing higher order genome structure. From large-scale population analysis over thousands of cells, we identify rare cells exhibiting mitotic mis-segregation of whole chromosomes. We observe that tissue derived scWGS libraries exhibit lower rates of whole chromosome anueploidy than cell lines, and loss of p53 results in a shift in event type, but not overall prevalence in breast epithelium. Finally, we demonstrate that the replication states of genomes can be identified, allowing the number and proportion of replicating cells, as well as the chromosomal pattern of replication to be unambiguously identified in single-cell genome sequencing experiments. The combined annotated resource and approach provide a re-implementable large scale platform for studying lineages and tissue heterogeneity.

Footnotes

  • ↵9 CRUK IMAXT Consortium

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
Back to top
PreviousNext
Posted September 13, 2018.
Download PDF

Supplementary Material

Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Resource: Scalable whole genome sequencing of 40,000 single cells identifies stochastic aneuploidies, genome replication states and clonal repertoires
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Resource: Scalable whole genome sequencing of 40,000 single cells identifies stochastic aneuploidies, genome replication states and clonal repertoires
Emma Laks, Hans Zahn, Daniel Lai, Andrew McPherson, Adi Steif, Jazmine Brimhall, Justina Biele, Beixi Wang, Tehmina Masud, Diljot Grewal, Cydney Nielsen, Samantha Leung, Viktoria Bojilova, Maia Smith, Oleg Golovko, Steven Poon, Peter Eirew, Farhia Kabeer, Teresa Ruiz de Algara, So Ra Lee, M. Jafar Taghiyar, Curtis Huebner, Jessica Ngo, Tim Chan, Spencer Vatrt-Watts, Pascale Walters, Nafis Abrar, Sophia Chan, Matt Wiens, Lauren Martin, R. Wilder Scott, Michael T. Underhill, Elizabeth Chavez, Christian Steidl, Daniel Da Costa, Yusanne Ma, Robin J. N. Coope, Richard Corbett, Stephen Pleasance, Richard Moore, Andy J. Mungall, IMAXT Consortium, Marco A. Marra, Carl Hansen, Sohrab P. Shah, Samuel Aparicio
bioRxiv 411058; doi: https://doi.org/10.1101/411058
Reddit logo Twitter logo Facebook logo LinkedIn logo Mendeley logo
Citation Tools
Resource: Scalable whole genome sequencing of 40,000 single cells identifies stochastic aneuploidies, genome replication states and clonal repertoires
Emma Laks, Hans Zahn, Daniel Lai, Andrew McPherson, Adi Steif, Jazmine Brimhall, Justina Biele, Beixi Wang, Tehmina Masud, Diljot Grewal, Cydney Nielsen, Samantha Leung, Viktoria Bojilova, Maia Smith, Oleg Golovko, Steven Poon, Peter Eirew, Farhia Kabeer, Teresa Ruiz de Algara, So Ra Lee, M. Jafar Taghiyar, Curtis Huebner, Jessica Ngo, Tim Chan, Spencer Vatrt-Watts, Pascale Walters, Nafis Abrar, Sophia Chan, Matt Wiens, Lauren Martin, R. Wilder Scott, Michael T. Underhill, Elizabeth Chavez, Christian Steidl, Daniel Da Costa, Yusanne Ma, Robin J. N. Coope, Richard Corbett, Stephen Pleasance, Richard Moore, Andy J. Mungall, IMAXT Consortium, Marco A. Marra, Carl Hansen, Sohrab P. Shah, Samuel Aparicio
bioRxiv 411058; doi: https://doi.org/10.1101/411058

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Genomics
Subject Areas
All Articles
  • Animal Behavior and Cognition (4237)
  • Biochemistry (9153)
  • Bioengineering (6792)
  • Bioinformatics (24044)
  • Biophysics (12147)
  • Cancer Biology (9554)
  • Cell Biology (13811)
  • Clinical Trials (138)
  • Developmental Biology (7650)
  • Ecology (11724)
  • Epidemiology (2066)
  • Evolutionary Biology (15530)
  • Genetics (10660)
  • Genomics (14342)
  • Immunology (9499)
  • Microbiology (22872)
  • Molecular Biology (9113)
  • Neuroscience (49074)
  • Paleontology (357)
  • Pathology (1487)
  • Pharmacology and Toxicology (2573)
  • Physiology (3851)
  • Plant Biology (8343)
  • Scientific Communication and Education (1473)
  • Synthetic Biology (2299)
  • Systems Biology (6200)
  • Zoology (1302)