Cargando…

An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates

BACKGROUND: Infectious diseases are often studied by characterising the population structure of the pathogen using genetic markers. An unresolved problem is the effective quantification of the extent of transmission using genetic variation data from such pathogen isolates. METHODS: It is important t...

Descripción completa

Detalles Bibliográficos
Autores principales: Tanaka, Mark M, Phong, Renault, Francis, Andrew R
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1538606/
https://www.ncbi.nlm.nih.gov/pubmed/16756684
http://dx.doi.org/10.1186/1471-2334-6-92
_version_ 1782129110273753088
author Tanaka, Mark M
Phong, Renault
Francis, Andrew R
author_facet Tanaka, Mark M
Phong, Renault
Francis, Andrew R
author_sort Tanaka, Mark M
collection PubMed
description BACKGROUND: Infectious diseases are often studied by characterising the population structure of the pathogen using genetic markers. An unresolved problem is the effective quantification of the extent of transmission using genetic variation data from such pathogen isolates. METHODS: It is important that transmission indices reflect the growth of the infectious population as well as account for the mutation rate of the marker and the effects of sampling. That is, while responding to this growth rate, indices should be unresponsive to the sample size and the mutation rate. We use simulation methods taking into account both the mutation and sampling processes to evaluate indices designed to quantify transmission of tuberculosis. RESULTS: Previously proposed indices generally perform inadequately according to the above criteria, with the partial exception of the recently proposed Transmission-Mutation Index. CONCLUSION: Any transmission index needs to take into account mutation of the marker and the effects of sampling. Simple indices are unlikely to capture the full complexity of the underlying processes.
format Text
id pubmed-1538606
institution National Center for Biotechnology Information
language English
publishDate 2006
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-15386062006-08-10 An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates Tanaka, Mark M Phong, Renault Francis, Andrew R BMC Infect Dis Research Article BACKGROUND: Infectious diseases are often studied by characterising the population structure of the pathogen using genetic markers. An unresolved problem is the effective quantification of the extent of transmission using genetic variation data from such pathogen isolates. METHODS: It is important that transmission indices reflect the growth of the infectious population as well as account for the mutation rate of the marker and the effects of sampling. That is, while responding to this growth rate, indices should be unresponsive to the sample size and the mutation rate. We use simulation methods taking into account both the mutation and sampling processes to evaluate indices designed to quantify transmission of tuberculosis. RESULTS: Previously proposed indices generally perform inadequately according to the above criteria, with the partial exception of the recently proposed Transmission-Mutation Index. CONCLUSION: Any transmission index needs to take into account mutation of the marker and the effects of sampling. Simple indices are unlikely to capture the full complexity of the underlying processes. BioMed Central 2006-06-07 /pmc/articles/PMC1538606/ /pubmed/16756684 http://dx.doi.org/10.1186/1471-2334-6-92 Text en Copyright © 2006 Tanaka et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Tanaka, Mark M
Phong, Renault
Francis, Andrew R
An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates
title An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates
title_full An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates
title_fullStr An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates
title_full_unstemmed An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates
title_short An evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates
title_sort evaluation of indices for quantifying tuberculosis transmission using genotypes of pathogen isolates
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1538606/
https://www.ncbi.nlm.nih.gov/pubmed/16756684
http://dx.doi.org/10.1186/1471-2334-6-92
work_keys_str_mv AT tanakamarkm anevaluationofindicesforquantifyingtuberculosistransmissionusinggenotypesofpathogenisolates
AT phongrenault anevaluationofindicesforquantifyingtuberculosistransmissionusinggenotypesofpathogenisolates
AT francisandrewr anevaluationofindicesforquantifyingtuberculosistransmissionusinggenotypesofpathogenisolates
AT tanakamarkm evaluationofindicesforquantifyingtuberculosistransmissionusinggenotypesofpathogenisolates
AT phongrenault evaluationofindicesforquantifyingtuberculosistransmissionusinggenotypesofpathogenisolates
AT francisandrewr evaluationofindicesforquantifyingtuberculosistransmissionusinggenotypesofpathogenisolates