Evaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methods

Detalhes bibliográficos
Autor(a) principal: Guimarães, Arthur Emil dos Santos
Data de Publicação: 2020
Outros Autores: Sharma, Abhinav, Furlaneto, Ismari Perini, Rutaihwa, Liliana, Cardoso, Jedson Ferreira, Conceição, Marília Lima da, Spinassé, Lizânia Borges, Machado, Edson, Lopes, Maria Luiza, Duarte, Rafael Silva, Gagneux, Sebastien, Suffys, Philip Noel, Lima, Karla Valéria Batista, Conceição, Emilyn Costa
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Digital do Instituto Evandro Chagas (Patuá)
Texto Completo: https://patua.iec.gov.br/handle/iec/4220
Resumo: 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 TBprofiler. 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 resistanceassociated mutations, therefore facilitating rapid access to effective treatment.
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spelling Guimarães, Arthur Emil dos SantosSharma, AbhinavFurlaneto, Ismari PeriniRutaihwa, LilianaCardoso, Jedson FerreiraConceição, Marília Lima daSpinassé, Lizânia BorgesMachado, EdsonLopes, Maria LuizaDuarte, Rafael SilvaGagneux, SebastienSuffys, Philip NoelLima, Karla Valéria BatistaConceição, Emilyn Costa2021-01-26T11:08:16Z2021-01-26T11:08:16Z2020GUIMARÃES, Arthur Emil dos Santos et al. Evaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methods. Memórias do Instituto Oswaldo Cruz, v. 115, e200250, p. 1-6, Nov. 2020.1678-8060https://patua.iec.gov.br/handle/iec/422010.1590/0074-02760200520BACKGROUND 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 TBprofiler. 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 resistanceassociated mutations, therefore facilitating rapid access to effective treatment.CNPq (207,071/2014-4), CAPES (Finance Code 001), Swiss National Science Foundation (grants 310030_166687 and IZRJZ3_164171)Universidade do Estado do Pará. Instituto de Ciências Biológicas e da Saúde. Pós-Graduação em Biologia Parasitária na Amazônia. Belém, PA, Brasil / Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Ananindeua, PA, Brasil.International Institute of Information Technology. Department of Data Science. Bangalore, India.Universidade do Estado do Pará. Instituto de Ciências Biológicas e da Saúde. Pós-Graduação em Biologia Parasitária na Amazônia. Belém, PA, Brasil.University of Basel. Basel, Switzerland / Swiss Tropical & Public Health Institute. Basel, Switzerland.Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Centro de Inovações Tecnológicas. Ananindeua, PA, Brasil.Universidade do Estado do Pará. Instituto de Ciências Biológicas e da Saúde. Pós-Graduação em Biologia Parasitária na Amazônia. Belém, PA, Brasil / Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Ananindeua, PA, Brasil.Universidade Federal do Espírito Santo. Núcleo de Doenças Infecciosas. Vitória, ES, Brasil.Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Genética Molecular de Microrganismos. Rio de Janeiro, RJ, Brasil.Universidade do Estado do Pará. Instituto de Ciências Biológicas e da Saúde. Pós-Graduação em Biologia Parasitária na Amazônia. Belém, PA, Brasil.Universidade Federal do Rio de Janeiro. Instituto de Microbiologia Professor Paulo de Góes. Laboratório de Micobactérias. Rio de Janeiro, RJ, Brasil.University of Basel. Basel, Switzerland / Swiss Tropical & Public Health Institute. Basel, Switzerland.Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Biologia Molecular Aplicada a Micobactérias. Rio de Janeiro, RJ, Brasil.Universidade do Estado do Pará. Instituto de Ciências Biológicas e da Saúde. Pós-Graduação em Biologia Parasitária na Amazônia. Belém, PA, Brasil / Ministério da Saúde. Secretaria de Vigilância em Saúde. Instituto Evandro Chagas. Ananindeua, PA, Brasil.Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Biologia Molecular Aplicada a Micobactérias. Rio de Janeiro, RJ, Brasil / Fundação Oswaldo Cruz. Instituto Nacional de Infectologia Evandro Chagas. Programa de Pós-Graduação em Pesquisa Clínica e Doenças Infecciosas. Rio de Janeiro, RJ, Brasil / Fundação Oswaldo Cruz. Instituto Nacional de Infectologia Evandro Chagas. Laboratório de Bacteriologia e Bioensaios em Micobactérias. Rio de Janeiro, RJ, Brasil.engInstituto Oswaldo CruzEvaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methodsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleTuberculose / tratamento farmacológicoMycobacterium tuberculosis / patogenicidadeGenoma / efeitos dos fármacosSequenciamento Completo do GenomaResistência a Medicamentosinfo:eu-repo/semantics/openAccessreponame:Repositório Digital do Instituto Evandro Chagas (Patuá)instname:Instituto Evandro Chagas (IEC)instacron:IECORIGINALEvaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methods.pdfEvaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methods.pdfapplication/pdf1231361https://patua.iec.gov.br/bitstreams/d79bbede-61fd-4b6c-959f-5e7b45be1de1/download64be488447b06b0a5463873766027a1eMD51LICENSElicense.txtlicense.txttext/plain; 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dc.title.pt_BR.fl_str_mv 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
spellingShingle 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
Tuberculose / tratamento farmacológico
Mycobacterium tuberculosis / patogenicidade
Genoma / efeitos dos fármacos
Sequenciamento Completo do Genoma
Resistência a Medicamentos
title_short 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_sort Evaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methods
author Guimarães, Arthur Emil dos Santos
author_facet Guimarães, Arthur Emil dos Santos
Sharma, Abhinav
Furlaneto, Ismari Perini
Rutaihwa, Liliana
Cardoso, Jedson Ferreira
Conceição, Marília Lima da
Spinassé, Lizânia Borges
Machado, Edson
Lopes, Maria Luiza
Duarte, Rafael Silva
Gagneux, Sebastien
Suffys, Philip Noel
Lima, Karla Valéria Batista
Conceição, Emilyn Costa
author_role author
author2 Sharma, Abhinav
Furlaneto, Ismari Perini
Rutaihwa, Liliana
Cardoso, Jedson Ferreira
Conceição, Marília Lima da
Spinassé, Lizânia Borges
Machado, Edson
Lopes, Maria Luiza
Duarte, Rafael Silva
Gagneux, Sebastien
Suffys, Philip Noel
Lima, Karla Valéria Batista
Conceição, Emilyn Costa
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Guimarães, Arthur Emil dos Santos
Sharma, Abhinav
Furlaneto, Ismari Perini
Rutaihwa, Liliana
Cardoso, Jedson Ferreira
Conceição, Marília Lima da
Spinassé, Lizânia Borges
Machado, Edson
Lopes, Maria Luiza
Duarte, Rafael Silva
Gagneux, Sebastien
Suffys, Philip Noel
Lima, Karla Valéria Batista
Conceição, Emilyn Costa
dc.subject.decsPrimary.pt_BR.fl_str_mv Tuberculose / tratamento farmacológico
Mycobacterium tuberculosis / patogenicidade
Genoma / efeitos dos fármacos
Sequenciamento Completo do Genoma
Resistência a Medicamentos
topic Tuberculose / tratamento farmacológico
Mycobacterium tuberculosis / patogenicidade
Genoma / efeitos dos fármacos
Sequenciamento Completo do Genoma
Resistência a Medicamentos
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 TBprofiler. 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 resistanceassociated mutations, therefore facilitating rapid access to effective treatment.
publishDate 2020
dc.date.issued.fl_str_mv 2020
dc.date.accessioned.fl_str_mv 2021-01-26T11:08:16Z
dc.date.available.fl_str_mv 2021-01-26T11:08:16Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.citation.fl_str_mv GUIMARÃES, Arthur Emil dos Santos et al. Evaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methods. Memórias do Instituto Oswaldo Cruz, v. 115, e200250, p. 1-6, Nov. 2020.
dc.identifier.uri.fl_str_mv https://patua.iec.gov.br/handle/iec/4220
dc.identifier.issn.-.fl_str_mv 1678-8060
dc.identifier.doi.-.fl_str_mv 10.1590/0074-02760200520
identifier_str_mv GUIMARÃES, Arthur Emil dos Santos et al. Evaluation of drug susceptibility profile of mycobacterium tuberculosis lineage 1 from brazil based on whole genome sequencing and phenotypic methods. Memórias do Instituto Oswaldo Cruz, v. 115, e200250, p. 1-6, Nov. 2020.
1678-8060
10.1590/0074-02760200520
url https://patua.iec.gov.br/handle/iec/4220
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Instituto Oswaldo Cruz
publisher.none.fl_str_mv Instituto Oswaldo Cruz
dc.source.none.fl_str_mv reponame:Repositório Digital do Instituto Evandro Chagas (Patuá)
instname:Instituto Evandro Chagas (IEC)
instacron:IEC
instname_str Instituto Evandro Chagas (IEC)
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institution IEC
reponame_str Repositório Digital do Instituto Evandro Chagas (Patuá)
collection Repositório Digital do Instituto Evandro Chagas (Patuá)
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