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HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells

Haploid cells are increasingly used for screening of complex pathways in animal genomes. Hemizygous mutations introduced through viral insertional mutagenesis can be directly selected for phenotypic changes. Here we present HaSAPPy a tool for analysing sequencing datasets of screens using insertiona...

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Detalles Bibliográficos
Autores principales: Di Minin, Giulio, Postlmayr, Andreas, Wutz, Anton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5798846/
https://www.ncbi.nlm.nih.gov/pubmed/29337991
http://dx.doi.org/10.1371/journal.pcbi.1005950
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author Di Minin, Giulio
Postlmayr, Andreas
Wutz, Anton
author_facet Di Minin, Giulio
Postlmayr, Andreas
Wutz, Anton
author_sort Di Minin, Giulio
collection PubMed
description Haploid cells are increasingly used for screening of complex pathways in animal genomes. Hemizygous mutations introduced through viral insertional mutagenesis can be directly selected for phenotypic changes. Here we present HaSAPPy a tool for analysing sequencing datasets of screens using insertional mutations in large pools of haploid cells. Candidate gene prediction is implemented through identification of enrichment of insertional mutations after selection by simultaneously evaluating several parameters. We have developed HaSAPPy for analysis of genetic screens for silencing factors of X chromosome inactivation in haploid mouse embryonic stem cells. To benchmark the performance, we further analyse several datasets of genetic screens in human haploid cells for which candidates have been validated. Our results support the effective candidate prediction strategy of HaSAPPy. HaSAPPy is implemented in Python, licensed under the MIT license, and is available from https://github.com/gdiminin/HaSAPPy.
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spelling pubmed-57988462018-02-23 HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells Di Minin, Giulio Postlmayr, Andreas Wutz, Anton PLoS Comput Biol Research Article Haploid cells are increasingly used for screening of complex pathways in animal genomes. Hemizygous mutations introduced through viral insertional mutagenesis can be directly selected for phenotypic changes. Here we present HaSAPPy a tool for analysing sequencing datasets of screens using insertional mutations in large pools of haploid cells. Candidate gene prediction is implemented through identification of enrichment of insertional mutations after selection by simultaneously evaluating several parameters. We have developed HaSAPPy for analysis of genetic screens for silencing factors of X chromosome inactivation in haploid mouse embryonic stem cells. To benchmark the performance, we further analyse several datasets of genetic screens in human haploid cells for which candidates have been validated. Our results support the effective candidate prediction strategy of HaSAPPy. HaSAPPy is implemented in Python, licensed under the MIT license, and is available from https://github.com/gdiminin/HaSAPPy. Public Library of Science 2018-01-16 /pmc/articles/PMC5798846/ /pubmed/29337991 http://dx.doi.org/10.1371/journal.pcbi.1005950 Text en © 2018 Di Minin et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Di Minin, Giulio
Postlmayr, Andreas
Wutz, Anton
HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
title HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
title_full HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
title_fullStr HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
title_full_unstemmed HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
title_short HaSAPPy: A tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
title_sort hasappy: a tool for candidate identification in pooled forward genetic screens of haploid mammalian cells
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5798846/
https://www.ncbi.nlm.nih.gov/pubmed/29337991
http://dx.doi.org/10.1371/journal.pcbi.1005950
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