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

Author:

Abramova Anna12,Osińska Adriana123,Kunche Haveela124,Burman Emil12,Bengtsson-Palme Johan12ORCID

Affiliation:

1. Department of Infectious Diseases, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Guldhedsgatan 10A, SE-413 46 Gothenburg, Sweden

2. Centre for Antibiotic Resistance Research (CARe) at University of Gothenburg, SE- 40530 Gothenburg, Sweden

3. Department of Water Protection Engineering and Environmental Microbiology, Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, 10-720 Olsztyn, Poland

4. Programme in Infection Biology, School of Bioscience, University of Skövde, 541 28 Skövde, Sweden

Abstract

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.

Funder

Swedish Research Council for Environment

Agricultural Sciences and Spatial Planning

Swedish Research Council

JPI AMR

Centre for Antibiotic Resistance Research

University of Gothenburg

Adlerbertska research foundation

Edla Johansson foundation

Swedish Cancer and Allergy

Längmanska Kulturfonden

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3