Literature DB >> 33617114

Genomic Epidemiology Analysis of Infectious Disease Outbreaks Using TransPhylo.

Xavier Didelot1, Michelle Kendall1, Yuanwei Xu2, Peter J White3,4,5,6, Noel McCarthy7.   

Abstract

Comparing the pathogen genomes from several cases of an infectious disease has the potential to help us understand and control outbreaks. Many methods exist to reconstruct a phylogeny from such genomes, which represents how the genomes are related to one another. However, such a phylogeny is not directly informative about transmission events between individuals. TransPhylo is a software tool implemented as an R package designed to bridge the gap between pathogen phylogenies and transmission trees. TransPhylo is based on a combined model of transmission between hosts and pathogen evolution within each host. It can simulate both phylogenies and transmission trees jointly under this combined model. TransPhylo can also reconstruct a transmission tree based on a dated phylogeny, by exploring the space of transmission trees compatible with the phylogeny. A transmission tree can be represented as a coloring of a phylogeny where each color represents a different host of the pathogen, and TransPhylo provides convenient ways to plot these colorings and explore the results. This article presents the basic protocols that can be used to make the most of TransPhylo.
© 2021 The Authors. Basic Protocol 1: First steps with TransPhylo Basic Protocol 2: Simulation of outbreak data Basic Protocol 3: Inference of transmission Basic Protocol 4: Exploring the results of inference. © 2021 The Authors.

Entities:  

Keywords:  genomic epidemiology; infectious disease outbreak; phylogenetics; transmission analysis

Mesh:

Year:  2021        PMID: 33617114      PMCID: PMC7995038          DOI: 10.1002/cpz1.60

Source DB:  PubMed          Journal:  Curr Protoc        ISSN: 2691-1299


  51 in total

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Authors:  Vincent C C Cheng; Shuk-Ching Wong; Huiluo Cao; Jonathan H K Chen; Simon Y C So; Sally C Y Wong; Siddharth Sridhar; Kwok-Yung Yuen; Pak-Leung Ho
Journal:  Eur J Clin Microbiol Infect Dis       Date:  2019-01-24       Impact factor: 3.267

2.  Beyond the SNP Threshold: Identifying Outbreak Clusters Using Inferred Transmissions.

Authors:  James Stimson; Jennifer Gardy; Barun Mathema; Valeriu Crudu; Ted Cohen; Caroline Colijn
Journal:  Mol Biol Evol       Date:  2019-03-01       Impact factor: 16.240

3.  Reconstructing disease outbreaks from genetic data: a graph approach.

Authors:  T Jombart; R M Eggo; P J Dodd; F Balloux
Journal:  Heredity (Edinb)       Date:  2010-06-16       Impact factor: 3.821

4.  Bayesian inference of infectious disease transmission from whole-genome sequence data.

Authors:  Xavier Didelot; Jennifer Gardy; Caroline Colijn
Journal:  Mol Biol Evol       Date:  2014-04-08       Impact factor: 16.240

5.  Genomic Infectious Disease Epidemiology in Partially Sampled and Ongoing Outbreaks.

Authors:  Xavier Didelot; Christophe Fraser; Jennifer Gardy; Caroline Colijn
Journal:  Mol Biol Evol       Date:  2017-04-01       Impact factor: 16.240

6.  Bayesian phylogenetic and phylodynamic data integration using BEAST 1.10.

Authors:  Marc A Suchard; Philippe Lemey; Guy Baele; Daniel L Ayres; Alexei J Drummond; Andrew Rambaut
Journal:  Virus Evol       Date:  2018-06-08

7.  Genome-based transmission modelling separates imported tuberculosis from recent transmission within an immigrant population.

Authors:  Diepreye Ayabina; Janne O Ronning; Kristian Alfsnes; Nadia Debech; Ola B Brynildsrud; Trude Arnesen; Gunnstein Norheim; Anne-Torunn Mengshoel; Rikard Rykkvin; Ulf R Dahle; Caroline Colijn; Vegard Eldholm
Journal:  Microb Genom       Date:  2018-09-14

8.  Sudden emergence of a Neisseria gonorrhoeae clade with reduced susceptibility to extended-spectrum cephalosporins, Norway.

Authors:  Magnus N Osnes; Xavier Didelot; Jolinda de Korne-Elenbaas; Kristian Alfsnes; Ola B Brynildsrud; Gaute Syversen; Øivind Jul Nilsen; Birgitte Freiesleben De Blasio; Dominique A Caugant; Vegard Eldholm
Journal:  Microb Genom       Date:  2020-11-17

9.  Mapping Phylogenetic Trees to Reveal Distinct Patterns of Evolution.

Authors:  Michelle Kendall; Caroline Colijn
Journal:  Mol Biol Evol       Date:  2016-06-24       Impact factor: 16.240

10.  TreeTime: Maximum-likelihood phylodynamic analysis.

Authors:  Pavel Sagulenko; Vadim Puller; Richard A Neher
Journal:  Virus Evol       Date:  2018-01-08
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Authors:  Katriina Willgert; Xavier Didelot; Meera Surendran-Nair; Suresh V Kuchipudi; Rachel M Ruden; Michele Yon; Ruth H Nissly; Kurt J Vandegrift; Rahul K Nelli; Lingling Li; Bhushan M Jayarao; Nicole Levine; Randall J Olsen; James J Davis; James M Musser; Peter J Hudson; Vivek Kapur; Andrew J K Conlan
Journal:  Sci Rep       Date:  2022-07-15       Impact factor: 4.996

2.  Hunting alters viral transmission and evolution in a large carnivore.

Authors:  Nicholas M Fountain-Jones; Simona Kraberger; Roderick B Gagne; Marie L J Gilbertson; Daryl R Trumbo; Michael Charleston; Patricia E Salerno; W Chris Funk; Kevin Crooks; Kenneth Logan; Mathew Alldredge; Simon Dellicour; Guy Baele; Xavier Didelot; Sue VandeWoude; Scott Carver; Meggan E Craft
Journal:  Nat Ecol Evol       Date:  2022-01-27       Impact factor: 19.100

3.  Limited genomic reconstruction of SARS-CoV-2 transmission history within local epidemiological clusters.

Authors:  Pilar Gallego-García; Nair Varela; Nuria Estévez-Gómez; Loretta De Chiara; Iria Fernández-Silva; Diana Valverde; Nicolae Sapoval; Todd J Treangen; Benito Regueiro; Jorge Julio Cabrera-Alvargonzález; Víctor Del Campo; Sonia Pérez; David Posada
Journal:  Virus Evol       Date:  2022-02-04

4.  Reconstructing SARS-CoV-2 infection dynamics through the phylogenetic inference of unsampled sources of infection.

Authors:  Deshan Perera; Ben Perks; Michael Potemkin; Andy Liu; Paul M K Gordon; M John Gill; Quan Long; Guido van Marle
Journal:  PLoS One       Date:  2021-12-15       Impact factor: 3.240

5.  A scalable analytical approach from bacterial genomes to epidemiology.

Authors:  Xavier Didelot; Julian Parkhill
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2022-08-22       Impact factor: 6.671

6.  Genomic Epidemiology Analysis of Infectious Disease Outbreaks Using TransPhylo.

Authors:  Xavier Didelot; Michelle Kendall; Yuanwei Xu; Peter J White; Noel McCarthy
Journal:  Curr Protoc       Date:  2021-02
  6 in total

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