Cargando…

Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers

BACKGROUND: The patterns of relative species abundance are commonly studied in ecology and epidemiology to provide insights into underlying dynamical processes. Molecular types (MVLA-types) of Mycobacterium bovis, the causal agent of bovine tuberculosis, are now routinely recorded in culture-confirm...

Descripción completa

Detalles Bibliográficos
Autores principales: Trewby, Hannah, Wright, David M., Skuce, Robin A., McCormick, Carl, Mallon, Thomas R., Presho, Eleanor L., Kao, Rowland R., Haydon, Daniel T., Biek, Roman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5567634/
https://www.ncbi.nlm.nih.gov/pubmed/28830547
http://dx.doi.org/10.1186/s12917-017-1190-5
_version_ 1783258753816068096
author Trewby, Hannah
Wright, David M.
Skuce, Robin A.
McCormick, Carl
Mallon, Thomas R.
Presho, Eleanor L.
Kao, Rowland R.
Haydon, Daniel T.
Biek, Roman
author_facet Trewby, Hannah
Wright, David M.
Skuce, Robin A.
McCormick, Carl
Mallon, Thomas R.
Presho, Eleanor L.
Kao, Rowland R.
Haydon, Daniel T.
Biek, Roman
author_sort Trewby, Hannah
collection PubMed
description BACKGROUND: The patterns of relative species abundance are commonly studied in ecology and epidemiology to provide insights into underlying dynamical processes. Molecular types (MVLA-types) of Mycobacterium bovis, the causal agent of bovine tuberculosis, are now routinely recorded in culture-confirmed bovine tuberculosis cases in Northern Ireland. In this study, we use ecological approaches and simulation modelling to investigate the distribution of relative abundances of MVLA-types and its potential drivers. We explore four biologically plausible hypotheses regarding the processes driving molecular type relative abundances: sampling and speciation; structuring of the pathogen population; historical changes in population size; and transmission heterogeneity (superspreading). RESULTS: Northern Irish herd-level MVLA-type surveillance shows a right-skewed distribution of MVLA-types, with a small number of types present at very high frequencies and the majority of types very rare. We demonstrate that this skew is too extreme to be accounted for by simple neutral ecological processes. Simulation results indicate that the process of MVLA-type speciation and the manner in which the MVLA-typing loci were chosen in Northern Ireland cannot account for the observed skew. Similarly, we find that pathogen population structure, assuming for example a reservoir of infection in a separate host, would drive the relative abundance distribution in the opposite direction to that observed, generating more even abundances of molecular types. However, we find that historical increases in bovine tuberculosis prevalence and/or transmission heterogeneity (superspreading) are both capable of generating the skewed MVLA-type distribution, consistent with findings of previous work examining the distribution of molecular types in human tuberculosis. CONCLUSION: Although the distribution of MVLA-type abundances does not fit classical neutral predictions, our simulations show that increases in pathogen population size and/or superspreading are consistent with the pattern observed, even in the absence of selective pressures acting on the system. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12917-017-1190-5) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5567634
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-55676342017-08-29 Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers Trewby, Hannah Wright, David M. Skuce, Robin A. McCormick, Carl Mallon, Thomas R. Presho, Eleanor L. Kao, Rowland R. Haydon, Daniel T. Biek, Roman BMC Vet Res Research Article BACKGROUND: The patterns of relative species abundance are commonly studied in ecology and epidemiology to provide insights into underlying dynamical processes. Molecular types (MVLA-types) of Mycobacterium bovis, the causal agent of bovine tuberculosis, are now routinely recorded in culture-confirmed bovine tuberculosis cases in Northern Ireland. In this study, we use ecological approaches and simulation modelling to investigate the distribution of relative abundances of MVLA-types and its potential drivers. We explore four biologically plausible hypotheses regarding the processes driving molecular type relative abundances: sampling and speciation; structuring of the pathogen population; historical changes in population size; and transmission heterogeneity (superspreading). RESULTS: Northern Irish herd-level MVLA-type surveillance shows a right-skewed distribution of MVLA-types, with a small number of types present at very high frequencies and the majority of types very rare. We demonstrate that this skew is too extreme to be accounted for by simple neutral ecological processes. Simulation results indicate that the process of MVLA-type speciation and the manner in which the MVLA-typing loci were chosen in Northern Ireland cannot account for the observed skew. Similarly, we find that pathogen population structure, assuming for example a reservoir of infection in a separate host, would drive the relative abundance distribution in the opposite direction to that observed, generating more even abundances of molecular types. However, we find that historical increases in bovine tuberculosis prevalence and/or transmission heterogeneity (superspreading) are both capable of generating the skewed MVLA-type distribution, consistent with findings of previous work examining the distribution of molecular types in human tuberculosis. CONCLUSION: Although the distribution of MVLA-type abundances does not fit classical neutral predictions, our simulations show that increases in pathogen population size and/or superspreading are consistent with the pattern observed, even in the absence of selective pressures acting on the system. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12917-017-1190-5) contains supplementary material, which is available to authorized users. BioMed Central 2017-08-22 /pmc/articles/PMC5567634/ /pubmed/28830547 http://dx.doi.org/10.1186/s12917-017-1190-5 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Trewby, Hannah
Wright, David M.
Skuce, Robin A.
McCormick, Carl
Mallon, Thomas R.
Presho, Eleanor L.
Kao, Rowland R.
Haydon, Daniel T.
Biek, Roman
Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers
title Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers
title_full Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers
title_fullStr Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers
title_full_unstemmed Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers
title_short Relative abundance of Mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers
title_sort relative abundance of mycobacterium bovis molecular types in cattle: a simulation study of potential epidemiological drivers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5567634/
https://www.ncbi.nlm.nih.gov/pubmed/28830547
http://dx.doi.org/10.1186/s12917-017-1190-5
work_keys_str_mv AT trewbyhannah relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT wrightdavidm relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT skucerobina relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT mccormickcarl relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT mallonthomasr relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT preshoeleanorl relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT kaorowlandr relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT haydondanielt relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers
AT biekroman relativeabundanceofmycobacteriumbovismoleculartypesincattleasimulationstudyofpotentialepidemiologicaldrivers