Article (Scientific journals)
IMP: a pipeline for reproducible referenceindependent integrated metagenomic and metatranscriptomic analyses
Narayanasamy, Shaman; Jarosz, Yohan; Muller, Emilie et al.
2016In Genome Biology, 17, p. 260
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Keywords :
Multi-omics data integration; Metagenomics; Metatranscriptomics; Microbial ecology; Microbiome; Reproducibility; High-throughput
Abstract :
[en] Existing workflows for the analysis of multi-omic microbiome datasets are lab-specific and often result in sub-optimal data usage. Here we present IMP, a reproducible and modular pipeline for the integrated and reference-independent analysis of coupled metagenomic and metatranscriptomic data. IMP incorporates robust read preprocessing, iterative co-assembly, analyses of microbial community structure and function, automated binning, as well as genomic signature-based visualizations. The IMP-based data integration strategy enhances data usage, output volume, and output quality as demonstrated using relevant use-cases. Finally, IMP is encapsulated within a user-friendly implementation using Python and Docker. IMP is available at http://r3lab.uni.lu/web/imp/ (MIT license).
Research center :
- Luxembourg Centre for Systems Biomedicine (LCSB): Eco-Systems Biology (Wilmes Group)
Disciplines :
Environmental sciences & ecology
Life sciences: Multidisciplinary, general & others
Biotechnology
Microbiology
Author, co-author :
Narayanasamy, Shaman ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Jarosz, Yohan ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Muller, Emilie ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Buschart, Anna ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Herold, Malte ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Kaysen, Anne ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Laczny, Cedric Christian  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Pinel, Nicolás
May, Patrick  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Wilmes, Paul ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
External co-authors :
yes
Language :
English
Title :
IMP: a pipeline for reproducible referenceindependent integrated metagenomic and metatranscriptomic analyses
Publication date :
December 2016
Journal title :
Genome Biology
ISSN :
1474-760X
Publisher :
BioMed Central, London, United Kingdom
Volume :
17
Pages :
260
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Systems Biomedicine
FnR Project :
FNR3951311 - Systems Biology Of Natural Microbial Assemblages, 2009 (01/02/2010-31/01/2015) - Paul Wilmes
Funders :
FNR - Fonds National de la Recherche [LU]
Available on ORBilu :
since 02 April 2017

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