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Evaluation of drug susceptibility profile of Mycobacterium tuberculosis Lineage 1 from Brazil based on whole genome sequencing and phenotypic methods
BACKGROUND: The evaluation of procedures for drug susceptibility prediction of Mycobacterium tuberculosis based on genomic data against the conventional reference method test based on culture is realistic considering the scenario of growing number of tools proposals based on whole-genome sequences (...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Instituto Oswaldo Cruz, Ministério da Saúde
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7849176/ https://www.ncbi.nlm.nih.gov/pubmed/33533871 http://dx.doi.org/10.1590/0074-02760200520 |
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author | Guimarães, Arthur Emil dos Santos Sharma, Abhinav Furlaneto, Ismari Perini Rutaihwa, Liliana Cardoso, Jedson Ferreira da Conceição, Marília Lima Spinassé, Lizânia Borges Machado, Edson Lopes, Maria Luiza Duarte, Rafael Silva Gagneux, Sebastien Suffys, Philip Noel Lima, Karla Valéria Batista Conceição, Emilyn Costa |
author_facet | Guimarães, Arthur Emil dos Santos Sharma, Abhinav Furlaneto, Ismari Perini Rutaihwa, Liliana Cardoso, Jedson Ferreira da Conceição, Marília Lima Spinassé, Lizânia Borges Machado, Edson Lopes, Maria Luiza Duarte, Rafael Silva Gagneux, Sebastien Suffys, Philip Noel Lima, Karla Valéria Batista Conceição, Emilyn Costa |
author_sort | Guimarães, Arthur Emil dos Santos |
collection | PubMed |
description | BACKGROUND: The evaluation of procedures for drug susceptibility prediction of Mycobacterium tuberculosis based on genomic data against the conventional reference method test based on culture is realistic considering the scenario of growing number of tools proposals based on whole-genome sequences (WGS). OBJECTIVES: This study aimed to evaluate drug susceptibility testing (DST) outcome based on WGS tools and the phenotypic methods performed on isolates of M. tuberculosis Lineage 1 from the state of Pará, Brazil, generally associated with low levels of drug resistance. METHODOLOGY: Culture based DST was performed using the Proportion Method in Löwenstein-Jensen medium on 71 isolates that had been submitted to WGS. We analysed the seven main genome sequence-based tools for resistance and lineage prediction applied to M. tuberculosis and for comparison evaluation we have used the Kappa concordance test. FINDINGS: When comparing the WGS-based tools against the DST, we observed the highest level of agreement using TB-profiler. Among the tools, TB-profiler, KvarQ and Mykrobe were those which identified the largest number of TB-MDR cases. Comparing the four most sensitive tools regarding resistance prediction, agreement was observed for 43 genomes. MAIN CONCLUSIONS: Drug resistance profiling using next-generation sequencing offers rapid assessment of resistance-associated mutations, therefore facilitating rapid access to effective treatment. |
format | Online Article Text |
id | pubmed-7849176 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Instituto Oswaldo Cruz, Ministério da Saúde |
record_format | MEDLINE/PubMed |
spelling | pubmed-78491762021-02-05 Evaluation of drug susceptibility profile of Mycobacterium tuberculosis Lineage 1 from Brazil based on whole genome sequencing and phenotypic methods Guimarães, Arthur Emil dos Santos Sharma, Abhinav Furlaneto, Ismari Perini Rutaihwa, Liliana Cardoso, Jedson Ferreira da Conceição, Marília Lima Spinassé, Lizânia Borges Machado, Edson Lopes, Maria Luiza Duarte, Rafael Silva Gagneux, Sebastien Suffys, Philip Noel Lima, Karla Valéria Batista Conceição, Emilyn Costa Mem Inst Oswaldo Cruz Original Article BACKGROUND: The evaluation of procedures for drug susceptibility prediction of Mycobacterium tuberculosis based on genomic data against the conventional reference method test based on culture is realistic considering the scenario of growing number of tools proposals based on whole-genome sequences (WGS). OBJECTIVES: This study aimed to evaluate drug susceptibility testing (DST) outcome based on WGS tools and the phenotypic methods performed on isolates of M. tuberculosis Lineage 1 from the state of Pará, Brazil, generally associated with low levels of drug resistance. METHODOLOGY: Culture based DST was performed using the Proportion Method in Löwenstein-Jensen medium on 71 isolates that had been submitted to WGS. We analysed the seven main genome sequence-based tools for resistance and lineage prediction applied to M. tuberculosis and for comparison evaluation we have used the Kappa concordance test. FINDINGS: When comparing the WGS-based tools against the DST, we observed the highest level of agreement using TB-profiler. Among the tools, TB-profiler, KvarQ and Mykrobe were those which identified the largest number of TB-MDR cases. Comparing the four most sensitive tools regarding resistance prediction, agreement was observed for 43 genomes. MAIN CONCLUSIONS: Drug resistance profiling using next-generation sequencing offers rapid assessment of resistance-associated mutations, therefore facilitating rapid access to effective treatment. Instituto Oswaldo Cruz, Ministério da Saúde 2021-01-29 /pmc/articles/PMC7849176/ /pubmed/33533871 http://dx.doi.org/10.1590/0074-02760200520 Text en https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License |
spellingShingle | Original Article Guimarães, Arthur Emil dos Santos Sharma, Abhinav Furlaneto, Ismari Perini Rutaihwa, Liliana Cardoso, Jedson Ferreira da Conceição, Marília Lima Spinassé, Lizânia Borges Machado, Edson Lopes, Maria Luiza Duarte, Rafael Silva Gagneux, Sebastien Suffys, Philip Noel Lima, Karla Valéria Batista Conceição, Emilyn Costa Evaluation of drug susceptibility profile of Mycobacterium tuberculosis Lineage 1 from Brazil based on whole genome sequencing and phenotypic methods |
title | Evaluation of drug susceptibility profile of Mycobacterium
tuberculosis Lineage 1 from Brazil based on whole genome sequencing
and phenotypic methods |
title_full | Evaluation of drug susceptibility profile of Mycobacterium
tuberculosis Lineage 1 from Brazil based on whole genome sequencing
and phenotypic methods |
title_fullStr | Evaluation of drug susceptibility profile of Mycobacterium
tuberculosis Lineage 1 from Brazil based on whole genome sequencing
and phenotypic methods |
title_full_unstemmed | Evaluation of drug susceptibility profile of Mycobacterium
tuberculosis Lineage 1 from Brazil based on whole genome sequencing
and phenotypic methods |
title_short | Evaluation of drug susceptibility profile of Mycobacterium
tuberculosis Lineage 1 from Brazil based on whole genome sequencing
and phenotypic methods |
title_sort | evaluation of drug susceptibility profile of mycobacterium
tuberculosis lineage 1 from brazil based on whole genome sequencing
and phenotypic methods |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7849176/ https://www.ncbi.nlm.nih.gov/pubmed/33533871 http://dx.doi.org/10.1590/0074-02760200520 |
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