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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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. |
format | Online Article Text |
id | pubmed-10284671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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