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CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities

Cancer genomics studies have nominated thousands of putative cancer driver genes(1); a major challenge is to develop high-throughput and accurate models to define their functions. Here we devised a scalable cancer spheroid model and performed genome-wide CRISPR screens in 2D-monolayers and 3D lung c...

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Autores principales: Han, Kyuho, Pierce, Sarah E., Li, Amy, Spees, Kaitlyn, Anderson, Gray R., Seoane, Jose A., Lo, Yuan-Hung, Dubreuil, Michael, Olivas, Micah, Kamber, Roarke A., Wainberg, Michael, Kostyrko, Kaja, Kelly, Marcus R., Yousefi, Maryam, Simpkins, Scott W., Yao, David, Lee, Keonil, Kuo, Calvin J., Jackson, Peter K., Sweet-Cordero, Alejandro, Kundaje, Anshul, Gentles, Andrew J., Curtis, Christina, Winslow, Monte M., Bassik, Michael C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7368463/
https://www.ncbi.nlm.nih.gov/pubmed/32238925
http://dx.doi.org/10.1038/s41586-020-2099-x
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author Han, Kyuho
Pierce, Sarah E.
Li, Amy
Spees, Kaitlyn
Anderson, Gray R.
Seoane, Jose A.
Lo, Yuan-Hung
Dubreuil, Michael
Olivas, Micah
Kamber, Roarke A.
Wainberg, Michael
Kostyrko, Kaja
Kelly, Marcus R.
Yousefi, Maryam
Simpkins, Scott W.
Yao, David
Lee, Keonil
Kuo, Calvin J.
Jackson, Peter K.
Sweet-Cordero, Alejandro
Kundaje, Anshul
Gentles, Andrew J.
Curtis, Christina
Winslow, Monte M.
Bassik, Michael C.
author_facet Han, Kyuho
Pierce, Sarah E.
Li, Amy
Spees, Kaitlyn
Anderson, Gray R.
Seoane, Jose A.
Lo, Yuan-Hung
Dubreuil, Michael
Olivas, Micah
Kamber, Roarke A.
Wainberg, Michael
Kostyrko, Kaja
Kelly, Marcus R.
Yousefi, Maryam
Simpkins, Scott W.
Yao, David
Lee, Keonil
Kuo, Calvin J.
Jackson, Peter K.
Sweet-Cordero, Alejandro
Kundaje, Anshul
Gentles, Andrew J.
Curtis, Christina
Winslow, Monte M.
Bassik, Michael C.
author_sort Han, Kyuho
collection PubMed
description Cancer genomics studies have nominated thousands of putative cancer driver genes(1); a major challenge is to develop high-throughput and accurate models to define their functions. Here we devised a scalable cancer spheroid model and performed genome-wide CRISPR screens in 2D-monolayers and 3D lung cancer spheroids. CRISPR phenotypes in 3D more accurately recapitulate those of in vivo tumors, and genes with differential sensitivities between 2D and 3D are strongly enriched for significant mutations in lung cancers. These analyses also revealed novel drivers essential for cancer growth in 3D and in vivo, but not in 2D. Notably, we discovered that CPD (Carboxypeptidase D) is responsible for removal of a c-terminal RKRR motif(2) of IGF1R α-chain, critical for receptor activity. CPD expression correlates with patient outcomes in lung cancer, and loss of CPD reduced tumor growth. Our results reveal key differences between 2D and 3D cancer models, and establish a generalizable strategy to perform CRISPR screens in spheroids to uncover cancer vulnerabilities.
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spelling pubmed-73684632020-09-11 CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities Han, Kyuho Pierce, Sarah E. Li, Amy Spees, Kaitlyn Anderson, Gray R. Seoane, Jose A. Lo, Yuan-Hung Dubreuil, Michael Olivas, Micah Kamber, Roarke A. Wainberg, Michael Kostyrko, Kaja Kelly, Marcus R. Yousefi, Maryam Simpkins, Scott W. Yao, David Lee, Keonil Kuo, Calvin J. Jackson, Peter K. Sweet-Cordero, Alejandro Kundaje, Anshul Gentles, Andrew J. Curtis, Christina Winslow, Monte M. Bassik, Michael C. Nature Article Cancer genomics studies have nominated thousands of putative cancer driver genes(1); a major challenge is to develop high-throughput and accurate models to define their functions. Here we devised a scalable cancer spheroid model and performed genome-wide CRISPR screens in 2D-monolayers and 3D lung cancer spheroids. CRISPR phenotypes in 3D more accurately recapitulate those of in vivo tumors, and genes with differential sensitivities between 2D and 3D are strongly enriched for significant mutations in lung cancers. These analyses also revealed novel drivers essential for cancer growth in 3D and in vivo, but not in 2D. Notably, we discovered that CPD (Carboxypeptidase D) is responsible for removal of a c-terminal RKRR motif(2) of IGF1R α-chain, critical for receptor activity. CPD expression correlates with patient outcomes in lung cancer, and loss of CPD reduced tumor growth. Our results reveal key differences between 2D and 3D cancer models, and establish a generalizable strategy to perform CRISPR screens in spheroids to uncover cancer vulnerabilities. 2020-04 2020-03-11 /pmc/articles/PMC7368463/ /pubmed/32238925 http://dx.doi.org/10.1038/s41586-020-2099-x Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Han, Kyuho
Pierce, Sarah E.
Li, Amy
Spees, Kaitlyn
Anderson, Gray R.
Seoane, Jose A.
Lo, Yuan-Hung
Dubreuil, Michael
Olivas, Micah
Kamber, Roarke A.
Wainberg, Michael
Kostyrko, Kaja
Kelly, Marcus R.
Yousefi, Maryam
Simpkins, Scott W.
Yao, David
Lee, Keonil
Kuo, Calvin J.
Jackson, Peter K.
Sweet-Cordero, Alejandro
Kundaje, Anshul
Gentles, Andrew J.
Curtis, Christina
Winslow, Monte M.
Bassik, Michael C.
CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities
title CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities
title_full CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities
title_fullStr CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities
title_full_unstemmed CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities
title_short CRISPR screens in cancer spheroids identify 3D growth specific vulnerabilities
title_sort crispr screens in cancer spheroids identify 3d growth specific vulnerabilities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7368463/
https://www.ncbi.nlm.nih.gov/pubmed/32238925
http://dx.doi.org/10.1038/s41586-020-2099-x
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