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...
Autores principales: | , , |
---|---|
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 |