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CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data

SUMMARY: Sequencing of transposon insertion libraries is used to determine the relative fitness of individual mutants at a large scale. However, there is a lack of tools for specifically analyzing data from such experiments with paired sample designs. Here, we introduce CAFE—Coefficient-based Analys...

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Autores principales: Abramova, Anna, Osińska, Adriana, Kunche, Haveela, Burman, Emil, Bengtsson-Palme, Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034522/
https://www.ncbi.nlm.nih.gov/pubmed/33393985
http://dx.doi.org/10.1093/bioinformatics/btaa1086
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author Abramova, Anna
Osińska, Adriana
Kunche, Haveela
Burman, Emil
Bengtsson-Palme, Johan
author_facet Abramova, Anna
Osińska, Adriana
Kunche, Haveela
Burman, Emil
Bengtsson-Palme, Johan
author_sort Abramova, Anna
collection PubMed
description SUMMARY: Sequencing of transposon insertion libraries is used to determine the relative fitness of individual mutants at a large scale. However, there is a lack of tools for specifically analyzing data from such experiments with paired sample designs. Here, we introduce CAFE—Coefficient-based Analysis of Fitness by read Enrichment—a software package that can analyze data from paired transposon mutant sequencing experiments, generate fitness coefficients for each gene and condition and perform appropriate statistical testing on these fitness coefficients. AVAILABILITY AND IMPLEMENTATION: CAFE is implemented in Perl and R. The source code is freely available for download under the MIT License from https://github.com/bengtssonpalme/cafe and http://microbiology.se/software/cafe/ SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-80345222021-04-14 CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data Abramova, Anna Osińska, Adriana Kunche, Haveela Burman, Emil Bengtsson-Palme, Johan Bioinformatics Applications Notes SUMMARY: Sequencing of transposon insertion libraries is used to determine the relative fitness of individual mutants at a large scale. However, there is a lack of tools for specifically analyzing data from such experiments with paired sample designs. Here, we introduce CAFE—Coefficient-based Analysis of Fitness by read Enrichment—a software package that can analyze data from paired transposon mutant sequencing experiments, generate fitness coefficients for each gene and condition and perform appropriate statistical testing on these fitness coefficients. AVAILABILITY AND IMPLEMENTATION: CAFE is implemented in Perl and R. The source code is freely available for download under the MIT License from https://github.com/bengtssonpalme/cafe and http://microbiology.se/software/cafe/ SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-01-04 /pmc/articles/PMC8034522/ /pubmed/33393985 http://dx.doi.org/10.1093/bioinformatics/btaa1086 Text en © The Author(s) 2021. 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 (http://creativecommons.org/licenses/by/4.0/ (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 Notes
Abramova, Anna
Osińska, Adriana
Kunche, Haveela
Burman, Emil
Bengtsson-Palme, Johan
CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data
title CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data
title_full CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data
title_fullStr CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data
title_full_unstemmed CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data
title_short CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data
title_sort cafe: a software suite for analysis of paired-sample transposon insertion sequencing data
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034522/
https://www.ncbi.nlm.nih.gov/pubmed/33393985
http://dx.doi.org/10.1093/bioinformatics/btaa1086
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