DEN-IM: dengue virus genotyping from amplicon and shotgun metagenomic sequencing.

containerization dengue virus metagenomics reproducibility scalability surveillance workflow

Journal

Microbial genomics
ISSN: 2057-5858
Titre abrégé: Microb Genom
Pays: England
ID NLM: 101671820

Informations de publication

Date de publication:
03 2020
Historique:
pubmed: 7 3 2020
medline: 15 12 2020
entrez: 6 3 2020
Statut: ppublish

Résumé

Dengue virus (DENV) represents a public health threat and economic burden in affected countries. The availability of genomic data is key to understanding viral evolution and dynamics, supporting improved control strategies. Currently, the use of high-throughput sequencing (HTS) technologies, which can be applied both directly to patient samples (shotgun metagenomics) and to PCR-amplified viral sequences (amplicon sequencing), is potentially the most informative approach to monitor viral dissemination and genetic diversity by providing, in a single methodological step, identification and characterization of the whole viral genome at the nucleotide level. Despite many advantages, these technologies require bioinformatics expertise and appropriate infrastructure for the analysis and interpretation of the resulting data. In addition, the many software solutions available can hamper the reproducibility and comparison of results. Here we present DEN-IM, a one-stop, user-friendly, containerized and reproducible workflow for the analysis of DENV short-read sequencing data from both amplicon and shotgun metagenomics approaches. It is able to infer the DENV coding sequence (CDS), identify the serotype and genotype, and generate a phylogenetic tree. It can easily be run on any UNIX-like system, from local machines to high-performance computing clusters, performing a comprehensive analysis without the requirement for extensive bioinformatics expertise. Using DEN-IM, we successfully analysed two types of DENV datasets. The first comprised 25 shotgun metagenomic sequencing samples from patients with variable serotypes and genotypes, including an

Identifiants

pubmed: 32134380
doi: 10.1099/mgen.0.000328
pmc: PMC7200064
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Références

Evol Appl. 2017 Nov 05;11(4):516-533
pubmed: 29636803
Bioinformatics. 2014 May 1;30(9):1312-3
pubmed: 24451623
Nature. 2013 Apr 25;496(7446):504-7
pubmed: 23563266
PLoS One. 2017 May 11;12(5):e0177459
pubmed: 28494014
PLoS Negl Trop Dis. 2019 May 8;13(5):e0007231
pubmed: 31067235
PLoS Negl Trop Dis. 2012;6(2):e1485
pubmed: 22347512
Nat Methods. 2012 Mar 04;9(4):357-9
pubmed: 22388286
Viruses. 2018 Oct 18;10(10):
pubmed: 30340326
Nat Biotechnol. 2017 Apr 11;35(4):316-319
pubmed: 28398311
Nucleic Acids Res. 1997 Sep 1;25(17):3389-402
pubmed: 9254694
PLoS One. 2014 Nov 19;9(11):e112963
pubmed: 25409509
Sci Rep. 2016 Mar 30;6:23774
pubmed: 27026381
Bioinformatics. 2011 Mar 15;27(6):863-4
pubmed: 21278185
Front Microbiol. 2016 Feb 02;7:32
pubmed: 26870004
Viruses. 2012 Nov 19;4(11):3209-26
pubmed: 23202522
J Virol. 1999 Jun;73(6):4738-47
pubmed: 10233934
Methods Mol Biol. 2017;1520:331-356
pubmed: 27873262
Clin Chem Lab Med. 2017 Aug 28;55(9):e209-e212
pubmed: 28076301
Bioinformatics. 2015 May 15;31(10):1674-6
pubmed: 25609793
Cell Host Microbe. 2017 Sep 13;22(3):400-410.e5
pubmed: 28910637
Bioinformatics. 2018 Jul 15;34(14):2490-2492
pubmed: 29506019
Gigascience. 2017 Feb 1;6(2):1-10
pubmed: 28369462
Emerg Infect Dis. 2017 Jan;23(1):115-118
pubmed: 27983492
Genome Biol. 2014 Mar 03;15(3):R46
pubmed: 24580807
Bioinformatics. 2019 Mar 1;35(5):871-873
pubmed: 30124794
Bioinformatics. 2011 Nov 1;27(21):2987-93
pubmed: 21903627
J Comput Biol. 2012 May;19(5):455-77
pubmed: 22506599
PeerJ. 2017 Mar 14;5:e2970
pubmed: 28316881
BMC Microbiol. 2011 Sep 10;11:200
pubmed: 21906394
Cell. 2015 Jul 30;162(3):488-92
pubmed: 26232221

Auteurs

Catarina I Mendes (CI)

University of Groningen, University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, Groningen, The Netherlands.
Instituto de Microbiologia, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal.

Erley Lizarazo (E)

University of Groningen, University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, Groningen, The Netherlands.

Miguel P Machado (MP)

Instituto de Microbiologia, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal.

Diogo N Silva (DN)

Instituto de Microbiologia, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal.

Adriana Tami (A)

University of Groningen, University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, Groningen, The Netherlands.

Mário Ramirez (M)

Instituto de Microbiologia, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal.

Natacha Couto (N)

University of Groningen, University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, Groningen, The Netherlands.

John W A Rossen (JWA)

University of Groningen, University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention, Groningen, The Netherlands.

João A Carriço (JA)

Instituto de Microbiologia, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal.

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Classifications MeSH