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Functional Annotation of Chemical Libraries across Diverse Biological Processes

Chemical-genetic approaches offer the potential for unbiased functional annotation of chemical libraries. Mutations can alter the response of cells to a compound, revealing chemical-genetic interactions that can elucidate a compound’s mode of action. We developed a highly parallel and unbiased yeast...

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Autores principales: Piotrowski, Jeff S., Li, Sheena C., Deshpande, Raamesh, Simpkins, Scott W., Nelson, Justin, Yashiroda, Yoko, Barber, Jacqueline M., Safizadeh, Hamid, Wilson, Erin, Okada, Hiroki, Gebre, Abraham A., Kubo, Karen, Torres, Nikko P., LeBlanc, Marissa A., Andrusiak, Kerry, Okamoto, Reika, Yoshimura, Mami, DeRango-Adem, Eva, van Leeuwen, Jolanda, Shirahige, Katsuhiko, Baryshnikova, Anastasia, Brown, Grant W., Hirano, Hiroyuki, Costanzo, Michael, Andrews, Brenda, Ohya, Yoshikazu, Osada, Hiroyuki, Yoshida, Minoru, Myers, Chad L., Boone, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6056180/
https://www.ncbi.nlm.nih.gov/pubmed/28759014
http://dx.doi.org/10.1038/nchembio.2436
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author Piotrowski, Jeff S.
Li, Sheena C.
Deshpande, Raamesh
Simpkins, Scott W.
Nelson, Justin
Yashiroda, Yoko
Barber, Jacqueline M.
Safizadeh, Hamid
Wilson, Erin
Okada, Hiroki
Gebre, Abraham A.
Kubo, Karen
Torres, Nikko P.
LeBlanc, Marissa A.
Andrusiak, Kerry
Okamoto, Reika
Yoshimura, Mami
DeRango-Adem, Eva
van Leeuwen, Jolanda
Shirahige, Katsuhiko
Baryshnikova, Anastasia
Brown, Grant W.
Hirano, Hiroyuki
Costanzo, Michael
Andrews, Brenda
Ohya, Yoshikazu
Osada, Hiroyuki
Yoshida, Minoru
Myers, Chad L.
Boone, Charles
author_facet Piotrowski, Jeff S.
Li, Sheena C.
Deshpande, Raamesh
Simpkins, Scott W.
Nelson, Justin
Yashiroda, Yoko
Barber, Jacqueline M.
Safizadeh, Hamid
Wilson, Erin
Okada, Hiroki
Gebre, Abraham A.
Kubo, Karen
Torres, Nikko P.
LeBlanc, Marissa A.
Andrusiak, Kerry
Okamoto, Reika
Yoshimura, Mami
DeRango-Adem, Eva
van Leeuwen, Jolanda
Shirahige, Katsuhiko
Baryshnikova, Anastasia
Brown, Grant W.
Hirano, Hiroyuki
Costanzo, Michael
Andrews, Brenda
Ohya, Yoshikazu
Osada, Hiroyuki
Yoshida, Minoru
Myers, Chad L.
Boone, Charles
author_sort Piotrowski, Jeff S.
collection PubMed
description Chemical-genetic approaches offer the potential for unbiased functional annotation of chemical libraries. Mutations can alter the response of cells to a compound, revealing chemical-genetic interactions that can elucidate a compound’s mode of action. We developed a highly parallel and unbiased yeast chemical-genetic screening system involving three key components. First, in a drug-sensitive genetic background, we constructed an optimized, diagnostic mutant collection that is predictive for all major yeast biological processes. Second, we implemented a multiplexed (768-plex) barcode sequencing protocol, enabling assembly of thousands of chemical-genetic profiles. Finally, based on comparison of the chemical-genetic profiles with a compendium of genome-wide genetic interaction profiles, we predicted compound functionality. Applying this high-throughput approach, we screened 7 different compound libraries and annotated their functional diversity. We further validated biological process predictions, prioritized a diverse set of compounds, and identified compounds that appear to have dual modes of action.
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spelling pubmed-60561802018-07-23 Functional Annotation of Chemical Libraries across Diverse Biological Processes Piotrowski, Jeff S. Li, Sheena C. Deshpande, Raamesh Simpkins, Scott W. Nelson, Justin Yashiroda, Yoko Barber, Jacqueline M. Safizadeh, Hamid Wilson, Erin Okada, Hiroki Gebre, Abraham A. Kubo, Karen Torres, Nikko P. LeBlanc, Marissa A. Andrusiak, Kerry Okamoto, Reika Yoshimura, Mami DeRango-Adem, Eva van Leeuwen, Jolanda Shirahige, Katsuhiko Baryshnikova, Anastasia Brown, Grant W. Hirano, Hiroyuki Costanzo, Michael Andrews, Brenda Ohya, Yoshikazu Osada, Hiroyuki Yoshida, Minoru Myers, Chad L. Boone, Charles Nat Chem Biol Article Chemical-genetic approaches offer the potential for unbiased functional annotation of chemical libraries. Mutations can alter the response of cells to a compound, revealing chemical-genetic interactions that can elucidate a compound’s mode of action. We developed a highly parallel and unbiased yeast chemical-genetic screening system involving three key components. First, in a drug-sensitive genetic background, we constructed an optimized, diagnostic mutant collection that is predictive for all major yeast biological processes. Second, we implemented a multiplexed (768-plex) barcode sequencing protocol, enabling assembly of thousands of chemical-genetic profiles. Finally, based on comparison of the chemical-genetic profiles with a compendium of genome-wide genetic interaction profiles, we predicted compound functionality. Applying this high-throughput approach, we screened 7 different compound libraries and annotated their functional diversity. We further validated biological process predictions, prioritized a diverse set of compounds, and identified compounds that appear to have dual modes of action. 2017-07-24 2017-09 /pmc/articles/PMC6056180/ /pubmed/28759014 http://dx.doi.org/10.1038/nchembio.2436 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
Piotrowski, Jeff S.
Li, Sheena C.
Deshpande, Raamesh
Simpkins, Scott W.
Nelson, Justin
Yashiroda, Yoko
Barber, Jacqueline M.
Safizadeh, Hamid
Wilson, Erin
Okada, Hiroki
Gebre, Abraham A.
Kubo, Karen
Torres, Nikko P.
LeBlanc, Marissa A.
Andrusiak, Kerry
Okamoto, Reika
Yoshimura, Mami
DeRango-Adem, Eva
van Leeuwen, Jolanda
Shirahige, Katsuhiko
Baryshnikova, Anastasia
Brown, Grant W.
Hirano, Hiroyuki
Costanzo, Michael
Andrews, Brenda
Ohya, Yoshikazu
Osada, Hiroyuki
Yoshida, Minoru
Myers, Chad L.
Boone, Charles
Functional Annotation of Chemical Libraries across Diverse Biological Processes
title Functional Annotation of Chemical Libraries across Diverse Biological Processes
title_full Functional Annotation of Chemical Libraries across Diverse Biological Processes
title_fullStr Functional Annotation of Chemical Libraries across Diverse Biological Processes
title_full_unstemmed Functional Annotation of Chemical Libraries across Diverse Biological Processes
title_short Functional Annotation of Chemical Libraries across Diverse Biological Processes
title_sort functional annotation of chemical libraries across diverse biological processes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6056180/
https://www.ncbi.nlm.nih.gov/pubmed/28759014
http://dx.doi.org/10.1038/nchembio.2436
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