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

Anna Abramova, Adriana Osińska, Haveela Kunche, Emil Burman, Johan Bengtsson‐Palme

2020Bioinformatics14 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

Computer scienceSuiteSoftwareMIT LicensePerlTransposable elementSoftware suiteSample (material)BioconductorSource codeCode (set theory)Data miningBiologyGeneticsMutantWorld Wide WebProgramming languageGeneSet (abstract data type)ArchaeologyChromatographyChemistryHistoryChromosomal and Genetic VariationsBacterial Genetics and BiotechnologyEvolution and Genetic Dynamics
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