Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783676556972916736 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8034522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT abramovaanna cafeasoftwaresuiteforanalysisofpairedsampletransposoninsertionsequencingdata AT osinskaadriana cafeasoftwaresuiteforanalysisofpairedsampletransposoninsertionsequencingdata AT kunchehaveela cafeasoftwaresuiteforanalysisofpairedsampletransposoninsertionsequencingdata AT burmanemil cafeasoftwaresuiteforanalysisofpairedsampletransposoninsertionsequencingdata AT bengtssonpalmejohan cafeasoftwaresuiteforanalysisofpairedsampletransposoninsertionsequencingdata |