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GRETTA: an R package for mapping in silico genetic interaction and essentiality networks

SUMMARY: Mapping genetic interactions and essentiality networks in human cell lines has been used to identify vulnerabilities of cells carrying specific genetic alterations and to associate novel functions to genes, respectively. In vitro and in vivo genetic screens to decipher these networks are re...

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Autores principales: Takemon, Yuka, Marra, Marco A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284671/
https://www.ncbi.nlm.nih.gov/pubmed/37326978
http://dx.doi.org/10.1093/bioinformatics/btad381
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author Takemon, Yuka
Marra, Marco A
author_facet Takemon, Yuka
Marra, Marco A
author_sort Takemon, Yuka
collection PubMed
description SUMMARY: Mapping genetic interactions and essentiality networks in human cell lines has been used to identify vulnerabilities of cells carrying specific genetic alterations and to associate novel functions to genes, respectively. In vitro and in vivo genetic screens to decipher these networks are resource-intensive, limiting the throughput of samples that can be analyzed. In this application note, we provide an R package we call Genetic inteRaction and EssenTiality neTwork mApper (GRETTA). GRETTA is an accessible tool for in silico genetic interaction screens and essentiality network analyses using publicly available data, requiring only basic R programming knowledge. AVAILABILITY AND IMPLEMENTATION: The R package, GRETTA, is licensed under GNU General Public License v3.0 and freely available at https://github.com/ytakemon/GRETTA and https://doi.org/10.5281/zenodo.6940757, with documentation and tutorial. A Singularity container is also available at https://cloud.sylabs.io/library/ytakemon/gretta/gretta.
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spelling pubmed-102846712023-06-23 GRETTA: an R package for mapping in silico genetic interaction and essentiality networks Takemon, Yuka Marra, Marco A Bioinformatics Applications Note SUMMARY: Mapping genetic interactions and essentiality networks in human cell lines has been used to identify vulnerabilities of cells carrying specific genetic alterations and to associate novel functions to genes, respectively. In vitro and in vivo genetic screens to decipher these networks are resource-intensive, limiting the throughput of samples that can be analyzed. In this application note, we provide an R package we call Genetic inteRaction and EssenTiality neTwork mApper (GRETTA). GRETTA is an accessible tool for in silico genetic interaction screens and essentiality network analyses using publicly available data, requiring only basic R programming knowledge. AVAILABILITY AND IMPLEMENTATION: The R package, GRETTA, is licensed under GNU General Public License v3.0 and freely available at https://github.com/ytakemon/GRETTA and https://doi.org/10.5281/zenodo.6940757, with documentation and tutorial. A Singularity container is also available at https://cloud.sylabs.io/library/ytakemon/gretta/gretta. Oxford University Press 2023-06-16 /pmc/articles/PMC10284671/ /pubmed/37326978 http://dx.doi.org/10.1093/bioinformatics/btad381 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
Takemon, Yuka
Marra, Marco A
GRETTA: an R package for mapping in silico genetic interaction and essentiality networks
title GRETTA: an R package for mapping in silico genetic interaction and essentiality networks
title_full GRETTA: an R package for mapping in silico genetic interaction and essentiality networks
title_fullStr GRETTA: an R package for mapping in silico genetic interaction and essentiality networks
title_full_unstemmed GRETTA: an R package for mapping in silico genetic interaction and essentiality networks
title_short GRETTA: an R package for mapping in silico genetic interaction and essentiality networks
title_sort gretta: an r package for mapping in silico genetic interaction and essentiality networks
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284671/
https://www.ncbi.nlm.nih.gov/pubmed/37326978
http://dx.doi.org/10.1093/bioinformatics/btad381
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