Cargando…
The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study
BACKGROUND: Molecular resistance detection (MRD) of resistance to second-line anti-tuberculous drugs provides faster results than phenotypic tests, may shorten treatment and allow earlier separation among patients with and without second-line drug resistance. METHODS: In a decision-analytical model...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4624169/ https://www.ncbi.nlm.nih.gov/pubmed/26503434 http://dx.doi.org/10.1186/s12879-015-1205-4 |
_version_ | 1782397787698102272 |
---|---|
author | van’t Hoog, AH Bergval, I. Tukvadze, N. Sengstake, S. Aspindzelashvili, R. Anthony, RM Cobelens, F. |
author_facet | van’t Hoog, AH Bergval, I. Tukvadze, N. Sengstake, S. Aspindzelashvili, R. Anthony, RM Cobelens, F. |
author_sort | van’t Hoog, AH |
collection | PubMed |
description | BACKGROUND: Molecular resistance detection (MRD) of resistance to second-line anti-tuberculous drugs provides faster results than phenotypic tests, may shorten treatment and allow earlier separation among patients with and without second-line drug resistance. METHODS: In a decision-analytical model we simulated a cohort of patients diagnosed with TB in a setting where drug resistant TB is highly prevalent and requires initial hospitalization, to explore the potential benefits of a high-throughput MRD-assay for reducing potential nosocomial transmission of highly resistant strains, and total costs for diagnosis of drug resistance, treatment and hospitalization. In the base case scenario first-line drug resistance was diagnosed with WHO-endorsed molecular tests, and second-line drug resistance with culture and phenotypic methods. Three alternative scenarios were explored, each deploying high-throughput MRD allowing either detection of second-line mutations in cultured isolates, directly on sputum, or MRD with optimized markers. RESULTS: Compared to a base case scenario, deployment of high-throughput MRD reduced total costs by 17-21 %. The period during which nosocomial transmission may take place increased by 15 % compared to the base case if MRD had currently reported suboptimal sensitivity and required cultured isolates; increased by 7 % if direct sputum analysis were possible including in patients with smear-negative TB, and reduced by 24 % if the assay had improved markers, but was still performed on cultured isolates. Improved clinical sensitivity of the assay (additional markers) by more than 35 % would be needed to avoid compromising infection control. CONCLUSIONS: Further development of rapid second-line resistance testing should prioritize investment in optimizing markers above investments in a platform for direct analysis of sputum. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12879-015-1205-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4624169 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46241692015-10-29 The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study van’t Hoog, AH Bergval, I. Tukvadze, N. Sengstake, S. Aspindzelashvili, R. Anthony, RM Cobelens, F. BMC Infect Dis Research Article BACKGROUND: Molecular resistance detection (MRD) of resistance to second-line anti-tuberculous drugs provides faster results than phenotypic tests, may shorten treatment and allow earlier separation among patients with and without second-line drug resistance. METHODS: In a decision-analytical model we simulated a cohort of patients diagnosed with TB in a setting where drug resistant TB is highly prevalent and requires initial hospitalization, to explore the potential benefits of a high-throughput MRD-assay for reducing potential nosocomial transmission of highly resistant strains, and total costs for diagnosis of drug resistance, treatment and hospitalization. In the base case scenario first-line drug resistance was diagnosed with WHO-endorsed molecular tests, and second-line drug resistance with culture and phenotypic methods. Three alternative scenarios were explored, each deploying high-throughput MRD allowing either detection of second-line mutations in cultured isolates, directly on sputum, or MRD with optimized markers. RESULTS: Compared to a base case scenario, deployment of high-throughput MRD reduced total costs by 17-21 %. The period during which nosocomial transmission may take place increased by 15 % compared to the base case if MRD had currently reported suboptimal sensitivity and required cultured isolates; increased by 7 % if direct sputum analysis were possible including in patients with smear-negative TB, and reduced by 24 % if the assay had improved markers, but was still performed on cultured isolates. Improved clinical sensitivity of the assay (additional markers) by more than 35 % would be needed to avoid compromising infection control. CONCLUSIONS: Further development of rapid second-line resistance testing should prioritize investment in optimizing markers above investments in a platform for direct analysis of sputum. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12879-015-1205-4) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-26 /pmc/articles/PMC4624169/ /pubmed/26503434 http://dx.doi.org/10.1186/s12879-015-1205-4 Text en © van’t Hoog et al. 2015 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 van’t Hoog, AH Bergval, I. Tukvadze, N. Sengstake, S. Aspindzelashvili, R. Anthony, RM Cobelens, F. The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study |
title | The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study |
title_full | The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study |
title_fullStr | The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study |
title_full_unstemmed | The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study |
title_short | The potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study |
title_sort | potential of a multiplex high-throughput molecular assay for early detection of first and second line tuberculosis drug resistance mutations to improve infection control and reduce costs: a decision analytical modeling study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4624169/ https://www.ncbi.nlm.nih.gov/pubmed/26503434 http://dx.doi.org/10.1186/s12879-015-1205-4 |
work_keys_str_mv | AT vanthoogah thepotentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT bergvali thepotentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT tukvadzen thepotentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT sengstakes thepotentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT aspindzelashvilir thepotentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT anthonyrm thepotentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT cobelensf thepotentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT vanthoogah potentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT bergvali potentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT tukvadzen potentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT sengstakes potentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT aspindzelashvilir potentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT anthonyrm potentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy AT cobelensf potentialofamultiplexhighthroughputmolecularassayforearlydetectionoffirstandsecondlinetuberculosisdrugresistancemutationstoimproveinfectioncontrolandreducecostsadecisionanalyticalmodelingstudy |