Literature DB >> 31418766

StrainHub: a phylogenetic tool to construct pathogen transmission networks.

Adriano de Bernardi Schneider1, Colby T Ford2, Reilly Hostager1, John Williams2, Michael Cioce2, Ümit V Çatalyürek3, Joel O Wertheim1, Daniel Janies2.   

Abstract

SUMMARY: In exploring the epidemiology of infectious diseases, networks have been used to reconstruct contacts among individuals and/or populations. Summarizing networks using pathogen metadata (e.g. host species and place of isolation) and a phylogenetic tree is a nascent, alternative approach. In this paper, we introduce a tool for reconstructing transmission networks in arbitrary space from phylogenetic information and metadata. Our goals are to provide a means of deriving new insights and infection control strategies based on the dynamics of the pathogen lineages derived from networks and centrality metrics. We created a web-based application, called StrainHub, in which a user can input a phylogenetic tree based on genetic or other data along with characters derived from metadata using their preferred tree search method. StrainHub generates a transmission network based on character state changes in metadata, such as place or source of isolation, mapped on the phylogenetic tree. The user has the option to calculate centrality metrics on the nodes including betweenness, closeness, degree and a new metric, the source/hub ratio. The outputs include the network with values for metrics on its nodes and the tree with characters reconstructed. All of these results can be exported for further analysis.
AVAILABILITY AND IMPLEMENTATION: strainhub.io and https://github.com/abschneider/StrainHub.
© The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

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Year:  2020        PMID: 31418766      PMCID: PMC8215912          DOI: 10.1093/bioinformatics/btz646

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  12 in total

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4.  SCOTTI: Efficient Reconstruction of Transmission within Outbreaks with the Structured Coalescent.

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Journal:  PLoS Comput Biol       Date:  2016-09-28       Impact factor: 4.475

5.  PHYLOSCANNER: Inferring Transmission from Within- and Between-Host Pathogen Genetic Diversity.

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6.  Bayesian reconstruction of transmission within outbreaks using genomic variants.

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Authors:  N R Faria; M U G Kraemer; S C Hill; J Goes de Jesus; R S Aguiar; F C M Iani; J Xavier; J Quick; L du Plessis; S Dellicour; J Thézé; R D O Carvalho; G Baele; C-H Wu; P P Silveira; M B Arruda; M A Pereira; G C Pereira; J Lourenço; U Obolski; L Abade; T I Vasylyeva; M Giovanetti; D Yi; D J Weiss; G R W Wint; F M Shearer; S Funk; B Nikolay; V Fonseca; T E R Adelino; M A A Oliveira; M V F Silva; L Sacchetto; P O Figueiredo; I M Rezende; E M Mello; R F C Said; D A Santos; M L Ferraz; M G Brito; L F Santana; M T Menezes; R M Brindeiro; A Tanuri; F C P Dos Santos; M S Cunha; J S Nogueira; I M Rocco; A C da Costa; S C V Komninakis; V Azevedo; A O Chieppe; E S M Araujo; M C L Mendonça; C C Dos Santos; C D Dos Santos; A M Mares-Guia; R M R Nogueira; P C Sequeira; R G Abreu; M H O Garcia; A L Abreu; O Okumoto; E G Kroon; C F C de Albuquerque; K Lewandowski; S T Pullan; M Carroll; T de Oliveira; E C Sabino; R P Souza; M A Suchard; P Lemey; G S Trindade; B P Drumond; A M B Filippis; N J Loman; S Cauchemez; L C J Alcantara; O G Pybus
Journal:  Science       Date:  2018-08-23       Impact factor: 47.728

8.  Bayesian reconstruction of disease outbreaks by combining epidemiologic and genomic data.

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Journal:  Nature       Date:  2016-02-03       Impact factor: 69.504

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  14 in total

1.  Identifying SARS-CoV-2 regional introductions and transmission clusters in real time.

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Journal:  Virus Evol       Date:  2022-06-16

2.  Plasmodium vivax From Duffy-Negative and Duffy-Positive Individuals Share Similar Gene Pools in East Africa.

Authors:  Daniel Kepple; Alfred Hubbard; Musab M Ali; Beka R Abargero; Karen Lopez; Kareen Pestana; Daniel A Janies; Guiyun Yan; Muzamil Mahdi Hamid; Delenasaw Yewhalaw; Eugenia Lo
Journal:  J Infect Dis       Date:  2021-10-28       Impact factor: 5.226

3.  Updated Phylogeny of Chikungunya Virus Suggests Lineage-Specific RNA Architecture.

Authors:  Adriano de Bernardi Schneider; Roman Ochsenreiter; Reilly Hostager; Ivo L Hofacker; Daniel Janies; Michael T Wolfinger
Journal:  Viruses       Date:  2019-08-29       Impact factor: 5.048

4.  Dynamic Molecular Epidemiology Reveals Lineage-Associated Single-Nucleotide Variants That Alter RNA Structure in Chikungunya Virus.

Authors:  Thomas Spicher; Markus Delitz; Adriano de Bernardi Schneider; Michael T Wolfinger
Journal:  Genes (Basel)       Date:  2021-02-08       Impact factor: 4.096

5.  Gene Polymorphisms Among Plasmodium vivax Geographical Isolates and the Potential as New Biomarkers for Gametocyte Detection.

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Review 6.  Methods Combining Genomic and Epidemiological Data in the Reconstruction of Transmission Trees: A Systematic Review.

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7.  Genomic Epidemiology of Salmonella enterica Circulating in Surface Waters Used in Agriculture and Aquaculture in Central Mexico.

Authors:  N E Ballesteros-Nova; S Sánchez; J L Steffani; L C Sierra; Z Chen; F A Ruíz-López; R L Bell; E A Reed; M Balkey; M S Rubio-Lozano; O Soberanis-Ramos; F Barona-Gómez; E W Brown; M W Allard; J Meng; E J Delgado-Suárez
Journal:  Appl Environ Microbiol       Date:  2022-01-12       Impact factor: 4.792

8.  A Mutation Network Method for Transmission Analysis of Human Influenza H3N2.

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Journal:  Viruses       Date:  2020-10-03       Impact factor: 5.048

9.  Patch dynamics modeling framework from pathogens' perspective: Unified and standardized approach for complicated epidemic systems.

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10.  Whole genome sequencing of Plasmodium vivax isolates reveals frequent sequence and structural polymorphisms in erythrocyte binding genes.

Authors:  Anthony Ford; Daniel Kepple; Beka Raya Abagero; Jordan Connors; Richard Pearson; Sarah Auburn; Sisay Getachew; Colby Ford; Karthigayan Gunalan; Louis H Miller; Daniel A Janies; Julian C Rayner; Guiyun Yan; Delenasaw Yewhalaw; Eugenia Lo
Journal:  PLoS Negl Trop Dis       Date:  2020-10-12
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