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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cell Press 2019
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.
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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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