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Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing
Accurate measurement of clonal genotypes, mutational processes, and replication states from individual tumor-cell genomes will facilitate improved understanding of tumor evolution. We have developed DLP+, a scalable single-cell whole-genome sequencing platform implemented using commodity instruments...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cell Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6912164/ https://www.ncbi.nlm.nih.gov/pubmed/31730858 http://dx.doi.org/10.1016/j.cell.2019.10.026 |
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author | Laks, Emma McPherson, Andrew Zahn, Hans Lai, Daniel Steif, Adi Brimhall, Jazmine Biele, Justina Wang, Beixi Masud, Tehmina Ting, Jerome Grewal, Diljot Nielsen, Cydney Leung, Samantha Bojilova, Viktoria Smith, Maia Golovko, Oleg Poon, Steven Eirew, Peter Kabeer, Farhia Ruiz de Algara, Teresa Lee, So Ra Taghiyar, M. Jafar Huebner, Curtis Ngo, Jessica Chan, Tim Vatrt-Watts, Spencer Walters, Pascale Abrar, Nafis Chan, Sophia Wiens, Matt Martin, Lauren Scott, R. Wilder Underhill, T. Michael Chavez, Elizabeth Steidl, Christian Da Costa, Daniel Ma, Yussanne Coope, Robin J.N. Corbett, Richard Pleasance, Stephen Moore, Richard Mungall, Andrew J. Mar, Colin Cafferty, Fergus Gelmon, Karen Chia, Stephen Marra, Marco A. Hansen, Carl Shah, Sohrab P. Aparicio, Samuel |
author_facet | Laks, Emma McPherson, Andrew Zahn, Hans Lai, Daniel Steif, Adi Brimhall, Jazmine Biele, Justina Wang, Beixi Masud, Tehmina Ting, Jerome Grewal, Diljot Nielsen, Cydney Leung, Samantha Bojilova, Viktoria Smith, Maia Golovko, Oleg Poon, Steven Eirew, Peter Kabeer, Farhia Ruiz de Algara, Teresa Lee, So Ra Taghiyar, M. Jafar Huebner, Curtis Ngo, Jessica Chan, Tim Vatrt-Watts, Spencer Walters, Pascale Abrar, Nafis Chan, Sophia Wiens, Matt Martin, Lauren Scott, R. Wilder Underhill, T. Michael Chavez, Elizabeth Steidl, Christian Da Costa, Daniel Ma, Yussanne Coope, Robin J.N. Corbett, Richard Pleasance, Stephen Moore, Richard Mungall, Andrew J. Mar, Colin Cafferty, Fergus Gelmon, Karen Chia, Stephen Marra, Marco A. Hansen, Carl Shah, Sohrab P. Aparicio, Samuel |
author_sort | Laks, Emma |
collection | PubMed |
description | Accurate measurement of clonal genotypes, mutational processes, and replication states from individual tumor-cell genomes will facilitate improved understanding of tumor evolution. We have developed DLP+, a scalable single-cell whole-genome sequencing platform implemented using commodity instruments, image-based object recognition, and open source computational methods. Using DLP+, we have generated a resource of 51,926 single-cell genomes and matched cell images from diverse cell types including cell lines, xenografts, and diagnostic samples with limited material. From this resource we have defined variation in mitotic mis-segregation rates across tissue types and genotypes. Analysis of matched genomic and image measurements revealed correlations between cellular morphology and genome ploidy states. Aggregation of cells sharing copy number profiles allowed for calculation of single-nucleotide resolution clonal genotypes and inference of clonal phylogenies and avoided the limitations of bulk deconvolution. Finally, joint analysis over the above features defined clone-specific chromosomal aneuploidy in polyclonal populations. |
format | Online Article Text |
id | pubmed-6912164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Cell Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-69121642019-12-23 Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing Laks, Emma McPherson, Andrew Zahn, Hans Lai, Daniel Steif, Adi Brimhall, Jazmine Biele, Justina Wang, Beixi Masud, Tehmina Ting, Jerome Grewal, Diljot Nielsen, Cydney Leung, Samantha Bojilova, Viktoria Smith, Maia Golovko, Oleg Poon, Steven Eirew, Peter Kabeer, Farhia Ruiz de Algara, Teresa Lee, So Ra Taghiyar, M. Jafar Huebner, Curtis Ngo, Jessica Chan, Tim Vatrt-Watts, Spencer Walters, Pascale Abrar, Nafis Chan, Sophia Wiens, Matt Martin, Lauren Scott, R. Wilder Underhill, T. Michael Chavez, Elizabeth Steidl, Christian Da Costa, Daniel Ma, Yussanne Coope, Robin J.N. Corbett, Richard Pleasance, Stephen Moore, Richard Mungall, Andrew J. Mar, Colin Cafferty, Fergus Gelmon, Karen Chia, Stephen Marra, Marco A. Hansen, Carl Shah, Sohrab P. Aparicio, Samuel Cell Article Accurate measurement of clonal genotypes, mutational processes, and replication states from individual tumor-cell genomes will facilitate improved understanding of tumor evolution. We have developed DLP+, a scalable single-cell whole-genome sequencing platform implemented using commodity instruments, image-based object recognition, and open source computational methods. Using DLP+, we have generated a resource of 51,926 single-cell genomes and matched cell images from diverse cell types including cell lines, xenografts, and diagnostic samples with limited material. From this resource we have defined variation in mitotic mis-segregation rates across tissue types and genotypes. Analysis of matched genomic and image measurements revealed correlations between cellular morphology and genome ploidy states. Aggregation of cells sharing copy number profiles allowed for calculation of single-nucleotide resolution clonal genotypes and inference of clonal phylogenies and avoided the limitations of bulk deconvolution. Finally, joint analysis over the above features defined clone-specific chromosomal aneuploidy in polyclonal populations. Cell Press 2019-11-14 /pmc/articles/PMC6912164/ /pubmed/31730858 http://dx.doi.org/10.1016/j.cell.2019.10.026 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Laks, Emma McPherson, Andrew Zahn, Hans Lai, Daniel Steif, Adi Brimhall, Jazmine Biele, Justina Wang, Beixi Masud, Tehmina Ting, Jerome Grewal, Diljot Nielsen, Cydney Leung, Samantha Bojilova, Viktoria Smith, Maia Golovko, Oleg Poon, Steven Eirew, Peter Kabeer, Farhia Ruiz de Algara, Teresa Lee, So Ra Taghiyar, M. Jafar Huebner, Curtis Ngo, Jessica Chan, Tim Vatrt-Watts, Spencer Walters, Pascale Abrar, Nafis Chan, Sophia Wiens, Matt Martin, Lauren Scott, R. Wilder Underhill, T. Michael Chavez, Elizabeth Steidl, Christian Da Costa, Daniel Ma, Yussanne Coope, Robin J.N. Corbett, Richard Pleasance, Stephen Moore, Richard Mungall, Andrew J. Mar, Colin Cafferty, Fergus Gelmon, Karen Chia, Stephen Marra, Marco A. Hansen, Carl Shah, Sohrab P. Aparicio, Samuel Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing |
title | Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing |
title_full | Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing |
title_fullStr | Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing |
title_full_unstemmed | Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing |
title_short | Clonal Decomposition and DNA Replication States Defined by Scaled Single-Cell Genome Sequencing |
title_sort | clonal decomposition and dna replication states defined by scaled single-cell genome sequencing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6912164/ https://www.ncbi.nlm.nih.gov/pubmed/31730858 http://dx.doi.org/10.1016/j.cell.2019.10.026 |
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