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Abramova A, Osińska A, Kunche H, Burman E, Bengtsson-Palme J. CAFE: a software suite for analysis of paired-sample transposon insertion sequencing data. Bioinformatics 2021; 37:121-122. [PMID: 33393985 PMCID: PMC8034522 DOI: 10.1093/bioinformatics/btaa1086] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 12/16/2020] [Accepted: 12/21/2020] [Indexed: 11/16/2022] Open
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.
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Affiliation(s)
- Anna Abramova
- Department of Infectious Diseases, Institute of Biomedicine The Sahlgrenska Academy University of Gothenburg, Guldhedsgatan 10A, SE-413 46, Gothenburg, Sweden.,Gothenburg, Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, Sweden
| | - Adriana Osińska
- Department of Infectious Diseases, Institute of Biomedicine The Sahlgrenska Academy University of Gothenburg, Guldhedsgatan 10A, SE-413 46, Gothenburg, Sweden.,Gothenburg, Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, Sweden.,Department of Water Protection Engineering and Environmental Microbiology Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, Prawocheńskiego 1 Str., 10-720 Olsztyn, Poland
| | - Haveela Kunche
- Department of Infectious Diseases, Institute of Biomedicine The Sahlgrenska Academy University of Gothenburg, Guldhedsgatan 10A, SE-413 46, Gothenburg, Sweden.,Gothenburg, Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, Sweden.,Programme in Infection Biology, School of Bioscience, University of Skövde, Skövde, Sweden
| | - Emil Burman
- Department of Infectious Diseases, Institute of Biomedicine The Sahlgrenska Academy University of Gothenburg, Guldhedsgatan 10A, SE-413 46, Gothenburg, Sweden.,Gothenburg, Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, Sweden
| | - Johan Bengtsson-Palme
- Department of Infectious Diseases, Institute of Biomedicine The Sahlgrenska Academy University of Gothenburg, Guldhedsgatan 10A, SE-413 46, Gothenburg, Sweden.,Gothenburg, Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, Sweden
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Blanchard AM, Egan SA, Emes RD, Warry A, Leigh JA. PIMMS (Pragmatic Insertional Mutation Mapping System) Laboratory Methodology a Readily Accessible Tool for Identification of Essential Genes in Streptococcus. Front Microbiol 2016; 7:1645. [PMID: 27826289 PMCID: PMC5078762 DOI: 10.3389/fmicb.2016.01645] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Accepted: 10/03/2016] [Indexed: 12/27/2022] Open
Abstract
The Pragmatic Insertional Mutation Mapping (PIMMS) laboratory protocol was developed alongside various bioinformatics packages (Blanchard et al., 2015) to enable detection of essential and conditionally essential genes in Streptococcus and related bacteria. This extended the methodology commonly used to locate insertional mutations in individual mutants to the analysis of mutations in populations of bacteria. In Streptococcus uberis, a pyogenic Streptococcus associated with intramammary infection and mastitis in ruminants, the mutagen pGhost9:ISS1 was shown to integrate across the entire genome. Analysis of >80,000 mutations revealed 196 coding sequences, which were not be mutated and a further 67 where mutation only occurred beyond the 90th percentile of the coding sequence. These sequences showed good concordance with sequences within the database of essential genes and typically matched sequences known to be associated with basic cellular functions. Due to the broad utility of this mutagen and the simplicity of the methodology it is anticipated that PIMMS will be of value to a wide range of laboratories in functional genomic analysis of a wide range of Gram positive bacteria (Streptococcus, Enterococcus, and Lactococcus) of medical, veterinary, and industrial significance.
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Affiliation(s)
- Adam M Blanchard
- School of Veterinary Medicine and Science, University of Nottingham Sutton Bonington, UK
| | - Sharon A Egan
- School of Veterinary Medicine and Science, University of Nottingham Sutton Bonington, UK
| | - Richard D Emes
- School of Veterinary Medicine and Science, University of NottinghamSutton Bonington, UK; Advanced Data Analysis Centre, University of NottinghamSutton Bonington, UK
| | - Andrew Warry
- Advanced Data Analysis Centre, University of Nottingham Sutton Bonington, UK
| | - James A Leigh
- School of Veterinary Medicine and Science, University of Nottingham Sutton Bonington, UK
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