Evolution and transmission of antibiotic resistance is driven by Beijing lineage Mycobacterium tuberculosis in Vietnam

Drug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO's goal of a 95% reduction in TB deaths by 2035. While prior studies have explored the evolution and spread of drug resistance, we still lack a clear understanding of...

Full description

Saved in:
Bibliographic Details
Published inMicrobiology spectrum Vol. 11; no. 6; p. e0256223
Main Authors Silcocks, Matthew, Chang, Xuling, Thuong Thuong, Nguyen Thuy, Qin, Youwen, Minh Ha, Dang Thi, Khac Thai, Phan Vuong, Vijay, Srinivasan, Anh Thu, Do Dang, Ngoc Ha, Vu Thi, Ngoc Nhung, Hoang, Huu Lan, Nguyen, Quynh Nhu, Nguyen Thi, Edwards, David, Nath, Artika, Pham, Kym, Duc Bang, Nguyen, Hong Chau, Tran Thi, Thwaites, Guy, Heemskerk, A Dorothee, Chuen Khor, Chiea, Teo, Yik Ying, Inouye, Michael, Ong, Rick Twee-Hee, Caws, Maxine, Holt, Kathryn E, Dunstan, Sarah J
Format Journal Article
LanguageEnglish
Published United States American Society for Microbiology 12.12.2023
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Drug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO's goal of a 95% reduction in TB deaths by 2035. While prior studies have explored the evolution and spread of drug resistance, we still lack a clear understanding of the fitness costs (if any) imposed by resistance-conferring mutations and the role that genetic lineage plays in determining the likelihood of resistance evolution. This study offers insight into these questions by assessing the dynamics of resistance evolution in a high-burden Southeast Asian setting with a diverse lineage composition. It demonstrates that there are clear lineage-specific differences in the dynamics of resistance acquisition and transmission and shows that different lineages evolve resistance via characteristic mutational pathways.
AbstractList Drug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO's goal of a 95% reduction in TB deaths by 2035. While prior studies have explored the evolution and spread of drug resistance, we still lack a clear understanding of the fitness costs (if any) imposed by resistance-conferring mutations and the role that genetic lineage plays in determining the likelihood of resistance evolution. This study offers insight into these questions by assessing the dynamics of resistance evolution in a high-burden Southeast Asian setting with a diverse lineage composition. It demonstrates that there are clear lineage-specific differences in the dynamics of resistance acquisition and transmission and shows that different lineages evolve resistance via characteristic mutational pathways.
ABSTRACT A previous investigation has elucidated the landscape of Mtb genomic diversity and transmission dynamics in Ho Chi Minh City, Vietnam. Here, we expand the scope of this survey by adding a substantial number of additional genomes (total sample size: 2,542) and phenotypic drug susceptibility data for the majority of isolates. We aim to explore the prevalence and evolutionary dynamics of drug resistance and our ability to predict drug resistance from sequencing data. Among isolates tested phenotypically against first-line drugs, we observed high rates of streptomycin [STR, 37.7% (N = 573/1,520)] and isoniazid resistance [INH, 25.7% (N = 459/1,786)] and lower rates of resistance to rifampicin [RIF, 4.9% (N = 87/1,786)] and ethambutol [EMB, 4.2% (N = 75/1,785)]. Relative to global benchmarks, resistance to STR and INH was predicted accurately when applying the TB-Profiler algorithm to whole genome sequencing data (sensitivities of 0.81 and 0.87, respectively), while resistance to RIF and EMB was predicted relatively poorly (sensitivities of 0.70 and 0.44, respectively). Exploring the evolution of drug resistance revealed the main phylogenetic lineages to display differing dynamics and tendencies to evolve resistance via mutations in certain genes. The Beijing sublineage L2.2.1 was found to acquire de novo resistance mutations more frequently than isolates from other lineages and to suffer no apparent fitness cost acting to impede the transmission of resistance. Mutations conferring resistance to INH and STR arose earlier, on average, than those conferring resistance to RIF and are now more widespread across the phylogeny. The high prevalence of “background” INH resistance, combined with high rates of RIF mono-resistance (20.7%, N = 18/87), suggests that rapid assays for INH resistance will be valuable in this setting. These tests will allow the detection of INH mono-resistance and will allow multi-drug-resistant isolates to be distinguished from isolates with RIF mono-resistance. IMPORTANCE Drug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO’s goal of a 95% reduction in TB deaths by 2035. While prior studies have explored the evolution and spread of drug resistance, we still lack a clear understanding of the fitness costs (if any) imposed by resistance-conferring mutations and the role that Mtb genetic lineage plays in determining the likelihood of resistance evolution. This study offers insight into these questions by assessing the dynamics of resistance evolution in a high-burden Southeast Asian setting with a diverse lineage composition. It demonstrates that there are clear lineage-specific differences in the dynamics of resistance acquisition and transmission and shows that different lineages evolve resistance via characteristic mutational pathways.
IMPORTANCEDrug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO's goal of a 95% reduction in TB deaths by 2035. While prior studies have explored the evolution and spread of drug resistance, we still lack a clear understanding of the fitness costs (if any) imposed by resistance-conferring mutations and the role that Mtb genetic lineage plays in determining the likelihood of resistance evolution. This study offers insight into these questions by assessing the dynamics of resistance evolution in a high-burden Southeast Asian setting with a diverse lineage composition. It demonstrates that there are clear lineage-specific differences in the dynamics of resistance acquisition and transmission and shows that different lineages evolve resistance via characteristic mutational pathways.
A previous investigation has elucidated the landscape of Mtb genomic diversity and transmission dynamics in Ho Chi Minh City, Vietnam. Here, we expand the scope of this survey by adding a substantial number of additional genomes (total sample size: 2,542) and phenotypic drug susceptibility data for the majority of isolates. We aim to explore the prevalence and evolutionary dynamics of drug resistance and our ability to predict drug resistance from sequencing data. Among isolates tested phenotypically against first-line drugs, we observed high rates of streptomycin [STR, 37.7% ( N = 573/1,520)] and isoniazid resistance [INH, 25.7% ( N = 459/1,786)] and lower rates of resistance to rifampicin [RIF, 4.9% ( N = 87/1,786)] and ethambutol [EMB, 4.2% ( N = 75/1,785)]. Relative to global benchmarks, resistance to STR and INH was predicted accurately when applying the TB-Profiler algorithm to whole genome sequencing data (sensitivities of 0.81 and 0.87, respectively), while resistance to RIF and EMB was predicted relatively poorly (sensitivities of 0.70 and 0.44, respectively). Exploring the evolution of drug resistance revealed the main phylogenetic lineages to display differing dynamics and tendencies to evolve resistance via mutations in certain genes. The Beijing sublineage L2.2.1 was found to acquire de novo resistance mutations more frequently than isolates from other lineages and to suffer no apparent fitness cost acting to impede the transmission of resistance. Mutations conferring resistance to INH and STR arose earlier, on average, than those conferring resistance to RIF and are now more widespread across the phylogeny. The high prevalence of “background” INH resistance, combined with high rates of RIF mono-resistance (20.7%, N = 18/87), suggests that rapid assays for INH resistance will be valuable in this setting. These tests will allow the detection of INH mono-resistance and will allow multi-drug-resistant isolates to be distinguished from isolates with RIF mono-resistance. Drug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO’s goal of a 95% reduction in TB deaths by 2035. While prior studies have explored the evolution and spread of drug resistance, we still lack a clear understanding of the fitness costs (if any) imposed by resistance-conferring mutations and the role that Mtb genetic lineage plays in determining the likelihood of resistance evolution. This study offers insight into these questions by assessing the dynamics of resistance evolution in a high-burden Southeast Asian setting with a diverse lineage composition. It demonstrates that there are clear lineage-specific differences in the dynamics of resistance acquisition and transmission and shows that different lineages evolve resistance via characteristic mutational pathways.
A previous investigation has elucidated the landscape of Mtb genomic diversity and transmission dynamics in Ho Chi Minh City, Vietnam. Here, we expand the scope of this survey by adding a substantial number of additional genomes (total sample size: 2,542) and phenotypic drug susceptibility data for the majority of isolates. We aim to explore the prevalence and evolutionary dynamics of drug resistance and our ability to predict drug resistance from sequencing data. Among isolates tested phenotypically against first-line drugs, we observed high rates of streptomycin [STR, 37.7% (N = 573/1,520)] and isoniazid resistance [INH, 25.7% (N = 459/1,786)] and lower rates of resistance to rifampicin [RIF, 4.9% (N = 87/1,786)] and ethambutol [EMB, 4.2% (N = 75/1,785)]. Relative to global benchmarks, resistance to STR and INH was predicted accurately when applying the TB-Profiler algorithm to whole genome sequencing data (sensitivities of 0.81 and 0.87, respectively), while resistance to RIF and EMB was predicted relatively poorly (sensitivities of 0.70 and 0.44, respectively). Exploring the evolution of drug resistance revealed the main phylogenetic lineages to display differing dynamics and tendencies to evolve resistance via mutations in certain genes. The Beijing sublineage L2.2.1 was found to acquire de novo resistance mutations more frequently than isolates from other lineages and to suffer no apparent fitness cost acting to impede the transmission of resistance. Mutations conferring resistance to INH and STR arose earlier, on average, than those conferring resistance to RIF and are now more widespread across the phylogeny. The high prevalence of “background” INH resistance, combined with high rates of RIF mono-resistance (20.7%, N = 18/87), suggests that rapid assays for INH resistance will be valuable in this setting. These tests will allow the detection of INH mono-resistance and will allow multi-drug-resistant isolates to be distinguished from isolates with RIF mono-resistance. IMPORTANCE Drug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO’s goal of a 95% reduction in TB deaths by 2035. While prior studies have explored the evolution and spread of drug resistance, we still lack a clear understanding of the fitness costs (if any) imposed by resistance-conferring mutations and the role that Mtb genetic lineage plays in determining the likelihood of resistance evolution. This study offers insight into these questions by assessing the dynamics of resistance evolution in a high-burden Southeast Asian setting with a diverse lineage composition. It demonstrates that there are clear lineage-specific differences in the dynamics of resistance acquisition and transmission and shows that different lineages evolve resistance via characteristic mutational pathways.
A previous investigation has elucidated the landscape of Mtb genomic diversity and transmission dynamics in Ho Chi Minh City, Vietnam. Here, we expand the scope of this survey by adding a substantial number of additional genomes (total sample size: 2,542) and phenotypic drug susceptibility data for the majority of isolates. We aim to explore the prevalence and evolutionary dynamics of drug resistance and our ability to predict drug resistance from sequencing data. Among isolates tested phenotypically against first-line drugs, we observed high rates of streptomycin [STR, 37.7% ( N = 573/1,520)] and isoniazid resistance [INH, 25.7% ( N = 459/1,786)] and lower rates of resistance to rifampicin [RIF, 4.9% ( N = 87/1,786)] and ethambutol [EMB, 4.2% ( N = 75/1,785)]. Relative to global benchmarks, resistance to STR and INH was predicted accurately when applying the TB-Profiler algorithm to whole genome sequencing data (sensitivities of 0.81 and 0.87, respectively), while resistance to RIF and EMB was predicted relatively poorly (sensitivities of 0.70 and 0.44, respectively). Exploring the evolution of drug resistance revealed the main phylogenetic lineages to display differing dynamics and tendencies to evolve resistance via mutations in certain genes. The Beijing sublineage L2.2.1 was found to acquire de novo resistance mutations more frequently than isolates from other lineages and to suffer no apparent fitness cost acting to impede the transmission of resistance. Mutations conferring resistance to INH and STR arose earlier, on average, than those conferring resistance to RIF and are now more widespread across the phylogeny. The high prevalence of “background” INH resistance, combined with high rates of RIF mono-resistance (20.7%, N = 18/87), suggests that rapid assays for INH resistance will be valuable in this setting. These tests will allow the detection of INH mono-resistance and will allow multi-drug-resistant isolates to be distinguished from isolates with RIF mono-resistance.
Author Chang, Xuling
Teo, Yik Ying
Vijay, Srinivasan
Thwaites, Guy
Inouye, Michael
Anh Thu, Do Dang
Huu Lan, Nguyen
Quynh Nhu, Nguyen Thi
Caws, Maxine
Khac Thai, Phan Vuong
Nath, Artika
Edwards, David
Thuong Thuong, Nguyen Thuy
Ong, Rick Twee-Hee
Duc Bang, Nguyen
Hong Chau, Tran Thi
Silcocks, Matthew
Pham, Kym
Chuen Khor, Chiea
Ngoc Nhung, Hoang
Minh Ha, Dang Thi
Heemskerk, A Dorothee
Holt, Kathryn E
Ngoc Ha, Vu Thi
Qin, Youwen
Dunstan, Sarah J
Author_xml – sequence: 1
  givenname: Matthew
  orcidid: 0000-0002-1527-5168
  surname: Silcocks
  fullname: Silcocks, Matthew
  organization: Department of Infectious Diseases, University of Melbourne at the Peter Doherty Institute for Infection and Immunity , Parkville, Victoria, Australia
– sequence: 2
  givenname: Xuling
  surname: Chang
  fullname: Chang, Xuling
  organization: Khoo Teck Puat-National University Children's Medical Institute, National University Health System , Singapore
– sequence: 3
  givenname: Nguyen Thuy
  surname: Thuong Thuong
  fullname: Thuong Thuong, Nguyen Thuy
  organization: Nuffield Department of Medicine, Centre for Tropical Medicine and Global Health, University of Oxford , Oxford, United Kingdom
– sequence: 4
  givenname: Youwen
  surname: Qin
  fullname: Qin, Youwen
  organization: School of BioSciences, The University of Melbourne , Melbourne, Victoria, Australia
– sequence: 5
  givenname: Dang Thi
  surname: Minh Ha
  fullname: Minh Ha, Dang Thi
  organization: Pham Ngoc Thach Hospital for TB and Lung Disease, District 5 , Ho Chi Minh City, Vietnam
– sequence: 6
  givenname: Phan Vuong
  surname: Khac Thai
  fullname: Khac Thai, Phan Vuong
  organization: Pham Ngoc Thach Hospital for TB and Lung Disease, District 5 , Ho Chi Minh City, Vietnam
– sequence: 7
  givenname: Srinivasan
  surname: Vijay
  fullname: Vijay, Srinivasan
  organization: Theoretical Microbial Ecology, Friedrich Schiller University Jena , Jena, Germany
– sequence: 8
  givenname: Do Dang
  surname: Anh Thu
  fullname: Anh Thu, Do Dang
  organization: Oxford University Clinical Research Unit, Hospital for Tropical Diseases, District 5 , Ho Chi Minh City, Vietnam
– sequence: 9
  givenname: Vu Thi
  surname: Ngoc Ha
  fullname: Ngoc Ha, Vu Thi
  organization: Oxford University Clinical Research Unit, Hospital for Tropical Diseases, District 5 , Ho Chi Minh City, Vietnam
– sequence: 10
  givenname: Hoang
  surname: Ngoc Nhung
  fullname: Ngoc Nhung, Hoang
  organization: Oxford University Clinical Research Unit, Hospital for Tropical Diseases, District 5 , Ho Chi Minh City, Vietnam
– sequence: 11
  givenname: Nguyen
  surname: Huu Lan
  fullname: Huu Lan, Nguyen
  organization: Pham Ngoc Thach Hospital for TB and Lung Disease, District 5 , Ho Chi Minh City, Vietnam
– sequence: 12
  givenname: Nguyen Thi
  surname: Quynh Nhu
  fullname: Quynh Nhu, Nguyen Thi
  organization: Oxford University Clinical Research Unit, Hospital for Tropical Diseases, District 5 , Ho Chi Minh City, Vietnam
– sequence: 13
  givenname: David
  surname: Edwards
  fullname: Edwards, David
  organization: Department of Infectious Diseases, Central Clinical School, Monash University , Melbourne, Victoria, Australia
– sequence: 14
  givenname: Artika
  surname: Nath
  fullname: Nath, Artika
  organization: Cambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute , Melbourne, Victoria, Australia
– sequence: 15
  givenname: Kym
  surname: Pham
  fullname: Pham, Kym
  organization: Department of Clinical Pathology, The University of Melbourne , Melbourne, Victoria, Australia
– sequence: 16
  givenname: Nguyen
  surname: Duc Bang
  fullname: Duc Bang, Nguyen
  organization: Pham Ngoc Thach Hospital for TB and Lung Disease, District 5 , Ho Chi Minh City, Vietnam
– sequence: 17
  givenname: Tran Thi
  surname: Hong Chau
  fullname: Hong Chau, Tran Thi
  organization: Hospital for Tropical Diseases, District 5 , Ho Chi Minh City, Vietnam
– sequence: 18
  givenname: Guy
  surname: Thwaites
  fullname: Thwaites, Guy
  organization: Nuffield Department of Medicine, Centre for Tropical Medicine and Global Health, University of Oxford , Oxford, United Kingdom
– sequence: 19
  givenname: A Dorothee
  surname: Heemskerk
  fullname: Heemskerk, A Dorothee
  organization: Department of Medical Microbiology and Infection Prevention, Amsterdam University Medical Centre , Amsterdam, Netherlands
– sequence: 20
  givenname: Chiea
  surname: Chuen Khor
  fullname: Chuen Khor, Chiea
  organization: Genome Institute of Singapore , Singapore
– sequence: 21
  givenname: Yik Ying
  surname: Teo
  fullname: Teo, Yik Ying
  organization: Saw Swee Hock School of Public Health, National University of Singapore , Singapore
– sequence: 22
  givenname: Michael
  surname: Inouye
  fullname: Inouye, Michael
  organization: Department of Public Health and Primary Care, Cambridge Baker Systems Genomics Initiative, University of Cambridge , Cambridge, United Kingdom
– sequence: 23
  givenname: Rick Twee-Hee
  surname: Ong
  fullname: Ong, Rick Twee-Hee
  organization: Saw Swee Hock School of Public Health, National University of Singapore , Singapore
– sequence: 24
  givenname: Maxine
  surname: Caws
  fullname: Caws, Maxine
  organization: Birat Nepal Medical Trust , Kathmandu, Nepal
– sequence: 25
  givenname: Kathryn E
  orcidid: 0000-0003-3949-2471
  surname: Holt
  fullname: Holt, Kathryn E
  organization: Department of Infection Biology, London School of Hygiene & Tropical Medicine , London, United Kingdom
– sequence: 26
  givenname: Sarah J
  orcidid: 0000-0001-7873-933X
  surname: Dunstan
  fullname: Dunstan, Sarah J
  organization: Department of Infectious Diseases, University of Melbourne at the Peter Doherty Institute for Infection and Immunity , Parkville, Victoria, Australia
BackLink https://www.ncbi.nlm.nih.gov/pubmed/37971428$$D View this record in MEDLINE/PubMed
BookMark eNp9Uk1v1DAQtVARLUt_ABfkI5cs_kji-ISgKlCpiAtwtcbOZPEqsRc7WWn_Pe5uW7UXTmO9mfdG741fk7MQAxLylrM156L7kHfo5rRMayaaVlRCviAXgrdNxWqtzp68z8llzlvGGOesEY14Rc6l0orXorsg--t9HJfZx0Ah9HROEPLkc74D4lCw2VsfZ-9owuzzDMEh9Zn2ye8xUHugn9FvfdjQ0QeEDdLvBxctuBmTXyY6LxaTW8ZYyNQH-tvjHGB6Q14OMGa8vK8r8uvL9c-rb9Xtj683V59uK5BKyIpb3bimawbWNloq0INA14OwChvNShXQWsWHTlsF0Na2x842wjqrlLatkCtyc9LtI2zNLvkJ0sFE8OYIxLQxkIq7EY3qNCJvgYvW1oDOcolSqhpBoJbYF62PJ63dYifsHYaS1vhM9Hkn-D9mE_eGsxK2LgZW5P29Qop_F8yzKVE7HEcIGJdsRKe5atr6OMpPoy7FnBMOj3s4M3f3Nw_3N8f7GyELZ33iQJ6E2cYlhZLtfwnvnjp6XPHwPeQ_8vXC8w
Cites_doi 10.1016/s2666-5247(20)30195-6
10.1186/s12916-016-0704-5
10.1016/j.meegid.2021.104802
10.1016/j.tube.2021.102091
10.5588/ijtld.15.0645
10.1016/S1473-3099(18)30073-2
10.1186/s12879-018-3033-9
10.1073/pnas.1424063112
10.1186/gb-2009-10-3-r25
10.1038/srep46327
10.4269/ajtmh.18-0185
10.1371/journal.pmed.1001880
10.1038/ng.2747
10.5588/ijtld.14.0785
10.1093/bioinformatics/btr509
10.1093/femsre/fux011
10.1038/ncomms8119
10.1093/molbev/msz240
10.1128/AAC.03695-14
10.1128/AAC.00344-18
10.1016/j.cmi.2016.09.008
10.1186/s13073-019-0650-x
10.1093/bioinformatics/bty633
10.1016/S1473-3099(18)30222-6
10.1136/thoraxjnl-2018-211616
10.1056/NEJMoa1108789
10.1128/AAC.01814-10
10.1155/2018/1298542
10.1128/AAC.06460-11
10.1186/1471-2334-8-166
10.1111/eva.12654
10.1073/pnas.1906636116
10.7717/peerj.5895
10.1111/eva.12991
10.7717/peerj.6857
10.1016/j.smim.2014.09.012
10.1093/bioinformatics/btq706
10.4046/trd.2017.80.2.159
10.1016/S1473-3099(15)00062-6
10.1038/nrmicro2319
10.1128/JCM.02116-16
10.1038/s41467-022-32455-1
10.1038/srep45326
10.1016/S1473-3099(16)30418-2
10.1099/mgen.0.000694
10.1056/NEJMoa1800474
10.1128/JCM.00715-10
10.5588/ijtld.19.0186
10.1371/journal.pone.0071867
10.1038/s41598-023-27516-4
10.1056/NEJMoa1507062
10.1038/ncomms5812
10.1038/s41467-021-26248-1
10.1128/spectrum.03991-22
10.1038/ng.2878
10.1111/j.1469-0691.2008.02685.x
10.1128/AAC.02175-18
10.1038/s41588-018-0117-9
10.1038/ng.3767
10.1056/NEJMoa040573
10.1038/s41598-017-10018-5
10.12688/f1000research.28318.2
10.1016/j.tube.2018.03.009
10.1371/journal.ppat.1000034
10.1093/bioinformatics/btu033
10.1016/S2666-5247(21)00301-3
ContentType Journal Article
Copyright Copyright © 2023 Silcocks et al.
Copyright © 2023 Silcocks et al. 2023 Silcocks et al.
Copyright_xml – notice: Copyright © 2023 Silcocks et al.
– notice: Copyright © 2023 Silcocks et al. 2023 Silcocks et al.
DBID NPM
AAYXX
CITATION
7X8
5PM
DOA
DOI 10.1128/spectrum.02562-23
DatabaseName PubMed
CrossRef
MEDLINE - Academic
PubMed Central (Full Participant titles)
Directory of Open Access Journals
DatabaseTitle PubMed
CrossRef
MEDLINE - Academic
DatabaseTitleList PubMed

MEDLINE - Academic
CrossRef


Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 2165-0497
Editor Neyrolles, Olivier
Editor_xml – sequence: 1
  givenname: Olivier
  surname: Neyrolles
  fullname: Neyrolles, Olivier
EndPage e0256223
ExternalDocumentID oai_doaj_org_article_789ee16a126b4aecb13e3374ea2e93ed
10_1128_spectrum_02562_23
02562-23
37971428
Genre Journal Article
GrantInformation_xml – fundername: Wellcome Trust
– fundername: NIAID NIH HHS
  grantid: U19 AI162583
– fundername: DHAC | National Health and Medical Research Council (NHMRC)
  grantid: APP1056689
– fundername: Agency for Science, Technology and Research (A*STAR)
  grantid: 12/1/21/24/6689
– fundername: DHAC | National Health and Medical Research Council (NHMRC)
  grantid: APP1172853
– fundername: Wellcome Trust (WT)
  grantid: 081814/Z/06/Z
– fundername: Baker Heart and Diabetes Institute (Baker Heart & Diabetes Institute)
  grantid: BRC-1215-20014
– fundername: Wellcome Trust (WT)
  grantid: 106680/B/14/Z
– fundername: Wellcome Trust (WT)
  grantid: 206724/Z/17/Z
– fundername: ;
  grantid: 206724/Z/17/Z
– fundername: ;
  grantid: BRC-1215-20014
– fundername: ;
  grantid: 12/1/21/24/6689
– fundername: ;
  grantid: 081814/Z/06/Z
– fundername: ;
  grantid: 106680/B/14/Z
– fundername: ;
  grantid: APP1172853
– fundername: ;
  grantid: APP1056689
GroupedDBID 53G
AAUOK
ADBBV
AGVNZ
ALMA_UNASSIGNED_HOLDINGS
EJD
FF~
FRP
GROUPED_DOAJ
H13
M~E
NPM
OK1
RPM
RSF
UCJ
AAYXX
CITATION
7X8
5PM
ID FETCH-LOGICAL-a3723-1b95c585f065937a9f2ecda2b7e590a2b2a6b71f89b7aa64bde8b52bcb779b623
IEDL.DBID RPM
ISSN 2165-0497
IngestDate Tue Oct 22 15:09:04 EDT 2024
Tue Sep 17 21:29:15 EDT 2024
Fri Oct 25 12:03:37 EDT 2024
Fri Dec 06 03:58:16 EST 2024
Tue Dec 12 18:27:40 EST 2023
Sat Nov 02 12:26:01 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 6
Keywords Mycobacterium tuberculosis
antimicrobial resistance
pathogen genomics
Language English
License This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license. https://creativecommons.org/licenses/by/4.0
This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-a3723-1b95c585f065937a9f2ecda2b7e590a2b2a6b71f89b7aa64bde8b52bcb779b623
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Matthew Silcocks, Xuling Chang, and Nguyen Thuy Thuong Thuong contributed equally to this article. Author order was determined by the level of contribution.
Kathryn E. Holt and Sarah J. Dunstan contributed equally to this article.
The authors declare no conflict of interest.
Deceased: David Edwards passed away during the preparation of this manuscript.
ORCID 0000-0002-1527-5168
0000-0001-7873-933X
0000-0003-3949-2471
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10714959/
PMID 37971428
PQID 2891756459
PQPubID 23479
PageCount 21
ParticipantIDs doaj_primary_oai_doaj_org_article_789ee16a126b4aecb13e3374ea2e93ed
pubmedcentral_primary_oai_pubmedcentral_nih_gov_10714959
proquest_miscellaneous_2891756459
crossref_primary_10_1128_spectrum_02562_23
asm2_journals_10_1128_spectrum_02562_23
pubmed_primary_37971428
PublicationCentury 2000
PublicationDate 2023-Dec-12
PublicationDateYYYYMMDD 2023-12-12
PublicationDate_xml – month: 12
  year: 2023
  text: 2023-Dec-12
  day: 12
PublicationDecade 2020
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: 1752 N St., N.W., Washington, DC
PublicationTitle Microbiology spectrum
PublicationTitleAbbrev Spectrum
PublicationTitleAlternate Microbiol Spectr
PublicationYear 2023
Publisher American Society for Microbiology
Publisher_xml – name: American Society for Microbiology
References Chonde, TM, Basra, D, Mfinanga, SGM, Range, N, Lwilla, F, Shirima, RP, van Deun, A, Zignol, M, Cobelens, FG, Egwaga, SM, van Leth, F (B52) 2010; 14
B66
Zhang, X, Liu, L, Zhang, Y, Dai, G, Huang, H, Jin, Q (B37) 2015; 59
Andersson, DI, Hughes, D (B45) 2010; 8
Zhao, Y, Xu, S, Wang, L, Chin, DP, Wang, S, Jiang, G, Xia, H, Zhou, Y, Li, Q, Ou, X, Pang, Y, Song, Y, Zhao, B, Zhang, H, He, G, Guo, J, Wang, Y (B57) 2012; 366
Holt, KE, McAdam, P, Thai, PVK, Thuong, NTT, Ha, DTM, Lan, NN, Lan, NH, Nhu, NTQ, Hai, HT, Ha, VTN, Thwaites, G, Edwards, DJ, Nath, AP, Pham, K, Ascher, DB, Farrar, J, Khor, CC, Teo, YY, Inouye, M, Caws, M, Dunstan, SJ (B22) 2018; 50
Tahseen, S, Qadeer, E, Khanzada, FM, Rizvi, AH, Dean, A, Van Deun, A, Zignol, M (B55) 2016; 20
Wang, L-G, Lam, T-Y, Xu, S, Dai, Z, Zhou, L, Feng, T, Guo, P, Dunn, CW, Jones, BR, Bradley, T, Zhu, H, Guan, Y, Jiang, Y, Yu, G (B76) 2020; 37
Cohen, KA, Abeel, T, Manson McGuire, A, Desjardins, CA, Munsamy, V, Shea, TP, Walker, BJ, Bantubani, N, Almeida, DV, Alvarado, L (B18) 2015; 12
Farhat, MR, Shapiro, BJ, Kieser, KJ, Sultana, R, Jacobson, KR, Victor, TC, Warren, RM, Streicher, EM, Calver, A, Sloutsky, A (B36) 2013; 45
Edwards, DJ, Duchene, S, Pope, B, Holt, KE (B73) 2021; 7
Napier, G, Campino, S, Phelan, JE, Clark, TG (B42) 2023; 13
Li, H (B70) 2011; 27
Luo, T, Comas, I, Luo, D, Lu, B, Wu, J, Wei, L, Yang, C, Liu, Q, Gan, M, Sun, G, Shen, X, Liu, F, Gagneux, S, Mei, J, Lan, R, Wan, K, Gao, Q (B29) 2015; 112
Kohl, TA, Utpatel, C, Schleusener, V, De Filippo, MR, Beckert, P, Cirillo, DM, Niemann, S (B58) 2018; 6
Gehre, F, Otu, J, Kendall, L, Forson, A, Kwara, A, Kudzawu, S, Kehinde, AO, Adebiyi, O, Salako, K, Baldeh, I (B51) 2016; 14
Jiang, Q, Liu, H-C, Liu, Q-Y, Phelan, JE, Tao, F-X, Zhao, X-Q, Wang, J, Glynn, JR, Takiff, HE, Clark, TG, Wan, K-L, Gao, Q, Aubry, A (B38) 2023; 11
Schliep, KP (B77) 2011; 27
Thwaites, GE, Bang, ND, Dung, NH, Quy, HT, Oanh, DTT, Thoa, NTC, Hien, NQ, Thuc, NT, Hai, NN, Lan, NTN, Lan, NN, Duc, NH, Tuan, VN, Hiep, CH, Chau, TTH, Mai, PP, Dung, NT, Stepniewska, K, White, NJ, Hiep, TT, Farrar, JJ (B24) 2004; 351
B74
B35
Yang, C, Luo, T, Shen, X, Wu, J, Gan, M, Xu, P, Wu, Z, Lin, S, Tian, J, Liu, Q, Yuan, Z, Mei, J, DeRiemer, K, Gao, Q (B19) 2017; 17
Mahé, P, El Azami, M, Barlas, P, Tournoud, M (B34) 2019; 7
Rasigade, J-P, Barbier, M, Dumitrescu, O, Pichat, C, Carret, G, Ronnaux-Baron, A-S, Blasquez, G, Godin-Benhaim, C, Boisset, S, Carricajo, A, Jacomo, V, Fredenucci, I, Pérouse de Montclos, M, Flandrois, J-P, Ader, F, Supply, P, Lina, G, Wirth, T (B46) 2017; 7
Quy, HT, Cobelens, FGJ, Lan, NTN, Buu, TN, Lambregts, CSB, Borgdorff, MW (B48) 2006; 10
Ismail, NA, Mvusi, L, Nanoo, A, Dreyer, A, Omar, SV, Babatunde, S, Molebatsi, T, van der Walt, M, Adelekan, A, Deyde, V, Ihekweazu, C, Madhi, SA (B50) 2018; 18
Phelan, JE, O’Sullivan, DM, Machado, D, Ramos, J, Oppong, YEA, Campino, S, O’Grady, J, McNerney, R, Hibberd, ML, Viveiros, M, Huggett, JF, Clark, TG (B33) 2019; 11
Borrell, S, Gagneux, S (B31) 2009; 13
Netikul, T, Palittapongarnpim, P, Thawornwattana, Y, Plitphonganphim, S (B26) 2021; 91
Paradis, E, Schliep, K (B75) 2019; 35
B1
Papaventsis, D, Casali, N, Kontsevaya, I, Drobniewski, F, Cirillo, DM, Nikolayevskyy, V (B11) 2017; 23
B2
B3
Cohen, KA, Manson, AL, Abeel, T, Desjardins, CA, Chapman, SB, Hoffner, S, Birren, BW, Earl, AM (B15) 2019; 74
Shitikov, E, Kolchenko, S, Mokrousov, I, Bespyatykh, J, Ischenko, D, Ilina, E, Govorun, V (B30) 2017; 7
B4
(B5) 2018; 379
Heemskerk, AD, Bang, ND, Mai, NTH, Chau, TTH, Phu, NH, Loc, PP, Chau, NVV, Hien, TT, Dung, NH, Lan, NTN, Lan, NH, Lan, NN, Phong, LT, Vien, NN, Hien, NQ, Yen, NTB, Ha, DTM, Day, JN, Caws, M, Merson, L, Thinh, TTV, Wolbers, M, Thwaites, GE, Farrar, JJ (B23) 2016; 374
He, GX, Zhao, YL, Jiang, GL, Liu, YH, Xia, H, Wang, SF, Wang, LX, Borgdorff, MW, van der Werf, MJ, van den Hof, S (B53) 2008; 8
Wong, SY, Lee, JS, Kwak, HK, Via, LE, Boshoff, HIM, Barry, CE (B64) 2011; 55
Fenner, L, Egger, M, Bodmer, T, Altpeter, E, Zwahlen, M, Jaton, K, Pfyffer, GE, Borrell, S, Dubuis, O, Bruderer, T, Siegrist, HH, Furrer, H, Calmy, A, Fehr, J, Stalder, JM, Ninet, B, Böttger, EC, Gagneux, S (B61) 2012; 56
Gagneux, S (B44) 2009; 15
Quispe, N, Asencios, L, Obregon, C, Velásquez, GE, Mitnick, CD, Lindeborg, M, Jave, H, Solari, L (B56) 2020; 24
Mai, TQ, Martinez, E, Menon, R, Van Anh, NT, Hien, NT, Marais, BJ, Sintchenko, V (B21) 2018; 99
Hang, NL, Maeda, S, Lien, LT, Thuong, PH, Van, HN, Thuy, TB, Nanri, A, Mizoue, T, Hoang, NP, Cuong, VC, Ngoc, KTT, Sakurada, S, Endo, H, Keicho, N (B65) 2013; 8
Thai, PVK, Ha, DTM, Hanh, NT, Day, J, Dunstan, S, Nhu, NTQ, Kiet, VS, Lan, NH, Dung, NH, Lan, NTN, Thuong, NT, Lan, NN, Liễu, PTT, Hồng, NT, Điệp, ĐC, Thanh, NTK, Hội, NV, Nghĩa, NV, Đại, TN, Minh, HQ, Thơm, NV, Farrar, J, Caws, M (B25) 2018; 18
Zignol, M, Cabibbe, AM, Dean, AS, Glaziou, P, Alikhanova, N, Ama, C, Andres, S, Barbova, A, Borbe-Reyes, A, Chin, DP (B8) 2018; 18
Casali, N, Nikolayevskyy, V, Balabanova, Y, Harris, SR, Ignatyeva, O, Kontsevaya, I, Corander, J, Bryant, J, Parkhill, J, Nejentsev, S, Horstmann, RD, Brown, T, Drobniewski, F (B16) 2014; 46
Alame Emane, AK, Guo, X, Takiff, HE, Liu, S (B41) 2021; 129
Wollenberg, KR, Desjardins, CA, Zalutskaya, A, Slodovnikova, V, Oler, AJ, Quiñones, M, Abeel, T, Chapman, SB, Tartakovsky, M, Gabrielian, A, Hoffner, S, Skrahin, A, Birren, BW, Rosenthal, A, Skrahina, A, Earl, AM (B13) 2017; 55
Niemann, S, Diel, R, Khechinashvili, G, Gegia, M, Mdivani, N, Tang, Y-W (B32) 2010; 48
Walker, TM, Miotto, P, Köser, CU, Fowler, PW, Knaggs, J, Iqbal, Z, Hunt, M, Chindelevitch, L, Farhat, MR, Cirillo, DM (B7) 2022; 3
Langmead, B, Trapnell, C, Pop, M, Salzberg, SL (B69) 2009; 10
Menardo, F, Rutaihwa, LK, Zwyer, M, Borrell, S, Comas, I, Conceição, EC, Coscolla, M, Cox, H, Joloba, M, Dou, H-Y (B28) 2021; 10
Freschi, L, Vargas, R, Husain, A, Kamal, SMM, Skrahina, A, Tahseen, S, Ismail, N, Barbova, A, Niemann, S, Cirillo, DM, Dean, AS, Zignol, M, Farhat, MR (B27) 2021; 12
Gygli, SM, Borrell, S, Trauner, A, Gagneux, S (B62) 2017; 41
Coll, F, McNerney, R, Guerra-Assunção, JA, Glynn, JR, Perdigão, J, Viveiros, M, Portugal, I, Pain, A, Martin, N, Clark, TG (B71) 2014; 5
Macedo, R, Nunes, A, Portugal, I, Duarte, S, Vieira, L, Gomes, JP (B60) 2018; 110
Stamatakis, A (B72) 2014; 30
Wirth, T, Wong, V, Vandenesch, F, Rasigade, J (B47) 2020; 13
Coscolla, M, Gagneux, S (B40) 2014; 26
Rancoita, PMV, Cugnata, F, Gibertoni Cruz, AL, Borroni, E, Hoosdally, SJ, Walker, TM, Grazian, C, Davies, TJ, Peto, TEA, Crook, DW, Fowler, PW, Cirillo, DM (B67) 2018; 62
Gygli, SM, Keller, PM, Ballif, M, Blöchliger, N, Hömke, R, Reinhard, M, Loiseau, C, Ritter, C, Sander, P, Borrell, S, Collantes Loo, J, Avihingsanon, A, Gnokoro, J, Yotebieng, M, Egger, M, Gagneux, S, Böttger, EC (B9) 2019; 63
Eldholm, V, Monteserin, J, Rieux, A, Lopez, B, Sobkowiak, B, Ritacco, V, Balloux, F (B12) 2015; 6
Manson, AL, Cohen, KA, Abeel, T, Desjardins, CA, Armstrong, DT, Barry, CE, Brand, J, Chapman, SB, Cho, S-N, Gabrielian, A (B17) 2017; 49
Brown, TS, Challagundla, L, Baugh, EH, Omar, SV, Mustaev, A, Auld, SC, Shah, NS, Kreiswirth, BN, Brust, JCM, Nelson, KN, Narechania, A, Kurepina, N, Mlisana, K, Bonneau, R, Eldholm, V, Ismail, N, Kolokotronis, S-O, Robinson, DA, Gandhi, NR, Mathema, B (B14) 2019; 116
Ektefaie, Y, Dixit, A, Freschi, L, Farhat, MR (B20) 2021; 2
Bai, GH, Park, YK, Choi, YW, Bai, JI, Kim, HJ, Chang, CL, Lee, JK, Kim, SJ (B54) 2007; 11
Schleusener, V, Köser, CU, Beckert, P, Niemann, S, Feuerriegel, S (B59) 2017; 7
Nhung, NV, Hoa, NB, Sy, DN, Hennig, CM, Dean, AS (B49) 2015; 19
Iketleng, T, Lessells, R, Dlamini, MT, Mogashoa, T, Mupfumi, L, Moyo, S, Gaseitsiwe, S, de Oliveira, T (B10) 2018; 2018
Nguyen, QH, Contamin, L, Nguyen, TVA, Bañuls, A-L (B43) 2018; 11
Walker, TM, Kohl, TA, Omar, SV, Hedge, J, Del Ojo Elias, C, Bradley, P, Iqbal, Z, Feuerriegel, S, Niehaus, KE, Wilson, DJ (B6) 2015; 15
Caws, M, Thwaites, G, Dunstan, S, Hawn, TR, Thi Ngoc Lan, N, Thuong, NTT, Stepniewska, K, Huyen, MNT, Bang, ND, Huu Loc, T (B68) 2008; 4
Merker, M, Rasigade, J-P, Barbier, M, Cox, H, Feuerriegel, S, Kohl, TA, Shitikov, E, Klaos, K, Gaudin, C, Antoine, R, Diel, R, Borrell, S, Gagneux, S, Nikolayevskyy, V, Andres, S, Crudu, V, Supply, P, Niemann, S, Wirth, T (B39) 2022; 13
Hlaing, YM, Tongtawe, P, Tapchaisri, P, Thanongsaksrikul, J, Thawornwan, U, Archanachan, B, Srimanote, P (B63) 2017; 80
e_1_3_5_27_2
e_1_3_5_25_2
e_1_3_5_23_2
e_1_3_5_21_2
e_1_3_5_44_2
e_1_3_5_65_2
e_1_3_5_46_2
e_1_3_5_67_2
e_1_3_5_48_2
e_1_3_5_69_2
e_1_3_5_29_2
e_1_3_5_40_2
e_1_3_5_61_2
e_1_3_5_42_2
e_1_3_5_63_2
e_1_3_5_7_2
e_1_3_5_9_2
e_1_3_5_5_2
e_1_3_5_39_2
e_1_3_5_16_2
e_1_3_5_37_2
Quy HT (e_1_3_5_49_2) 2006; 10
e_1_3_5_14_2
e_1_3_5_12_2
e_1_3_5_35_2
e_1_3_5_10_2
e_1_3_5_33_2
e_1_3_5_54_2
e_1_3_5_77_2
e_1_3_5_56_2
e_1_3_5_58_2
e_1_3_5_18_2
e_1_3_5_71_2
e_1_3_5_50_2
e_1_3_5_73_2
e_1_3_5_52_2
e_1_3_5_75_2
e_1_3_5_31_2
Bai GH (e_1_3_5_55_2) 2007; 11
e_1_3_5_28_2
e_1_3_5_26_2
e_1_3_5_24_2
e_1_3_5_22_2
e_1_3_5_43_2
e_1_3_5_66_2
e_1_3_5_45_2
e_1_3_5_68_2
e_1_3_5_47_2
e_1_3_5_60_2
e_1_3_5_62_2
e_1_3_5_41_2
e_1_3_5_64_2
e_1_3_5_8_2
e_1_3_5_20_2
Borrell S (e_1_3_5_32_2) 2009; 13
e_1_3_5_4_2
e_1_3_5_6_2
e_1_3_5_17_2
e_1_3_5_38_2
e_1_3_5_15_2
e_1_3_5_36_2
e_1_3_5_13_2
e_1_3_5_34_2
e_1_3_5_11_2
e_1_3_5_76_2
e_1_3_5_57_2
e_1_3_5_78_2
Chonde TM (e_1_3_5_53_2) 2010; 14
e_1_3_5_59_2
e_1_3_5_19_2
e_1_3_5_70_2
e_1_3_5_51_2
e_1_3_5_72_2
e_1_3_5_74_2
e_1_3_5_30_2
References_xml – volume: 2
  start-page: e96
  year: 2021
  end-page: e104
  ident: B20
  article-title: Globally diverse Mycobacterium Tuberculosis resistance acquisition: a retrospective geographical and temporal analysis of whole genome sequences
  publication-title: Lancet Microbe
  doi: 10.1016/s2666-5247(20)30195-6
  contributor:
    fullname: Farhat, MR
– volume: 14
  start-page: 160
  year: 2016
  ident: B51
  article-title: The emerging threat of pre-extensively drug-resistant tuberculosis in West Africa: preparing for large-scale tuberculosis research and drug resistance surveillance
  publication-title: BMC Med
  doi: 10.1186/s12916-016-0704-5
  contributor:
    fullname: Baldeh, I
– volume: 10
  start-page: 45
  year: 2006
  end-page: 51
  ident: B48
  article-title: Treatment outcomes by drug resistance and HIV status among tuberculosis patients in Ho Chi Minh city, Vietnam
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: Borgdorff, MW
– volume: 11
  start-page: 571
  year: 2007
  end-page: 576
  ident: B54
  article-title: Trend of anti-tuberculosis drug resistance in Korea
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: Kim, SJ
– ident: B66
  article-title: World Health Organisation . 2016 . The use of molecular line probe assay for the detection of resistance to isoniazid and rifampicin: policy update . Available from : https://apps.who.int/iris/handle/10665/250586
– volume: 91
  start-page: 104802
  year: 2021
  ident: B26
  article-title: Estimation of the global burden of Mycobacterium tuberculosis lineage 1
  publication-title: Infect Genet Evol
  doi: 10.1016/j.meegid.2021.104802
  contributor:
    fullname: Plitphonganphim, S
– volume: 129
  start-page: 102091
  year: 2021
  ident: B41
  article-title: Drug resistance, fitness and compensatory mutations in Mycobacterium tuberculosis
  publication-title: Tuberculosis
  doi: 10.1016/j.tube.2021.102091
  contributor:
    fullname: Liu, S
– volume: 20
  start-page: 448
  year: 2016
  end-page: 455
  ident: B55
  article-title: Use of Xpert MTB/RIF assay in the first national anti-tuberculosis drug resistance survey in Pakistan
  publication-title: Int J Tuberc Lung Dis
  doi: 10.5588/ijtld.15.0645
  contributor:
    fullname: Zignol, M
– volume: 18
  start-page: 675
  year: 2018
  end-page: 683
  ident: B8
  article-title: Genetic sequencing for surveillance of drug resistance in tuberculosis in highly endemic countries: a multi-country population-based surveillance study
  publication-title: Lancet Infect Dis
  doi: 10.1016/S1473-3099(18)30073-2
  contributor:
    fullname: Chin, DP
– volume: 18
  start-page: 112
  year: 2018
  ident: B25
  article-title: Bacterial risk factors for treatment failure and relapse among patients with isoniazid resistant tuberculosis
  publication-title: BMC Infect Dis
  doi: 10.1186/s12879-018-3033-9
  contributor:
    fullname: Caws, M
– ident: B74
  article-title: R Core Team . 2021. R: a language and environment for statistical computing . R Foundation for Statistical Computing, Vienna, Austria . Available from : https://www.R-project.org/
– volume: 112
  start-page: 8136
  year: 2015
  end-page: 8141
  ident: B29
  article-title: Southern East Asian origin and coexpansion of Mycobacterium tuberculosis Beijing family with Han Chinese
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.1424063112
  contributor:
    fullname: Gao, Q
– volume: 10
  year: 2009
  ident: B69
  article-title: Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
  publication-title: Genome Biol
  doi: 10.1186/gb-2009-10-3-r25
  contributor:
    fullname: Salzberg, SL
– volume: 7
  start-page: 46327
  year: 2017
  ident: B59
  article-title: Mycobacterium tuberculosis resistance prediction and lineage classification from genome sequencing: comparison of automated analysis tools
  publication-title: Sci Rep
  doi: 10.1038/srep46327
  contributor:
    fullname: Feuerriegel, S
– volume: 99
  start-page: 1397
  year: 2018
  end-page: 1406
  ident: B21
  article-title: Mycobacterium tuberculosis drug resistance and transmission among human immunodeficiency virus-infected patients in Ho Chi Minh city, Vietnam
  publication-title: Am J Trop Med Hyg
  doi: 10.4269/ajtmh.18-0185
  contributor:
    fullname: Sintchenko, V
– volume: 12
  year: 2015
  ident: B18
  article-title: Evolution of extensively drug-resistant tuberculosis over four decades: whole genome sequencing and dating analysis of Mycobacterium tuberculosis isolates from Kwazulu-natal
  publication-title: PLoS Med
  doi: 10.1371/journal.pmed.1001880
  contributor:
    fullname: Alvarado, L
– volume: 45
  start-page: 1183
  year: 2013
  end-page: 1189
  ident: B36
  article-title: Genomic analysis identifies targets of convergent positive selection in drug-resistant Mycobacterium tuberculosis
  publication-title: Nat Genet
  doi: 10.1038/ng.2747
  contributor:
    fullname: Sloutsky, A
– volume: 19
  start-page: 670
  year: 2015
  end-page: 675
  ident: B49
  article-title: The fourth national anti-tuberculosis drug resistance survey in Viet Nam
  publication-title: Int J Tuberc Lung Dis
  doi: 10.5588/ijtld.14.0785
  contributor:
    fullname: Dean, AS
– volume: 27
  start-page: 2987
  year: 2011
  end-page: 2993
  ident: B70
  article-title: A statistical framework for SNP calling, mutation discovery, association mapping and population genetical parameter estimation from sequencing data
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btr509
  contributor:
    fullname: Li, H
– volume: 41
  start-page: 354
  year: 2017
  end-page: 373
  ident: B62
  article-title: Antimicrobial resistance in Mycobacterium tuberculosis: mechanistic and evolutionary perspectives
  publication-title: FEMS Microbiol Rev
  doi: 10.1093/femsre/fux011
  contributor:
    fullname: Gagneux, S
– volume: 6
  start-page: 7119
  year: 2015
  ident: B12
  article-title: Four decades of transmission of a multidrug-resistant Mycobacterium tuberculosis outbreak strain
  publication-title: Nat Commun
  doi: 10.1038/ncomms8119
  contributor:
    fullname: Balloux, F
– volume: 37
  start-page: 599
  year: 2020
  end-page: 603
  ident: B76
  article-title: Treeio: an R package for phylogenetic tree input and output with richly annotated and associated data
  publication-title: Mol Biol Evol
  doi: 10.1093/molbev/msz240
  contributor:
    fullname: Yu, G
– volume: 59
  start-page: 1320
  year: 2015
  end-page: 1324
  ident: B37
  article-title: Genetic determinants involved in P -Aminosalicylic acid resistance in clinical isolates from tuberculosis patients in northern China from 2006 to 2012
  publication-title: Antimicrob Agents Chemother
  doi: 10.1128/AAC.03695-14
  contributor:
    fullname: Jin, Q
– volume: 62
  year: 2018
  ident: B67
  article-title: Validating a 14-drug Microtiter plate containing bedaquiline and delamanid for large-scale research susceptibility testing of Mycobacterium tuberculosis
  publication-title: Antimicrob Agents Chemother
  doi: 10.1128/AAC.00344-18
  contributor:
    fullname: Cirillo, DM
– volume: 23
  start-page: 61
  year: 2017
  end-page: 68
  ident: B11
  article-title: Whole genome sequencing of Mycobacterium tuberculosis for detection of drug resistance: a systematic review
  publication-title: Clin Microbiol Infect
  doi: 10.1016/j.cmi.2016.09.008
  contributor:
    fullname: Nikolayevskyy, V
– volume: 11
  start-page: 41
  year: 2019
  ident: B33
  article-title: Integrating Informatics tools and portable sequencing technology for rapid detection of resistance to anti-tuberculous drugs
  publication-title: Genome Med
  doi: 10.1186/s13073-019-0650-x
  contributor:
    fullname: Clark, TG
– volume: 35
  start-page: 526
  year: 2019
  end-page: 528
  ident: B75
  article-title: Ape 5.0: an environment for modern phylogenetics and evolutionary analyses in R
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bty633
  contributor:
    fullname: Schliep, K
– volume: 18
  start-page: 779
  year: 2018
  end-page: 787
  ident: B50
  article-title: Prevalence of drug-resistant tuberculosis and imputed burden in South Africa: a national and sub-national cross-sectional survey
  publication-title: Lancet Infect Dis
  doi: 10.1016/S1473-3099(18)30222-6
  contributor:
    fullname: Madhi, SA
– volume: 74
  start-page: 882
  year: 2019
  end-page: 889
  ident: B15
  article-title: Extensive global movement of multidrug-resistant M. tuberculosis strains revealed by whole-genome analysis
  publication-title: Thorax
  doi: 10.1136/thoraxjnl-2018-211616
  contributor:
    fullname: Earl, AM
– volume: 366
  start-page: 2161
  year: 2012
  end-page: 2170
  ident: B57
  article-title: National survey of drug-resistant tuberculosis in China
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1108789
  contributor:
    fullname: Wang, Y
– volume: 55
  start-page: 2515
  year: 2011
  end-page: 2522
  ident: B64
  article-title: Mutations in gidB confer low-level streptomycin resistance in Mycobacterium tuberculosis
  publication-title: Antimicrob Agents Chemother
  doi: 10.1128/AAC.01814-10
  contributor:
    fullname: Barry, CE
– volume: 2018
  start-page: 1298542
  year: 2018
  ident: B10
  article-title: Mycobacterium tuberculosis next-generation whole genome sequencing: opportunities and challenges
  publication-title: Tuberc Res Treat
  doi: 10.1155/2018/1298542
  contributor:
    fullname: de Oliveira, T
– volume: 56
  start-page: 3047
  year: 2012
  end-page: 3053
  ident: B61
  article-title: Effect of mutation and genetic background on drug resistance in Mycobacterium tuberculosis
  publication-title: Antimicrob Agents Chemother
  doi: 10.1128/AAC.06460-11
  contributor:
    fullname: Gagneux, S
– volume: 8
  year: 2008
  ident: B53
  article-title: Prevalence of tuberculosis drug resistance in 10 provinces of China
  publication-title: BMC Infect Dis
  doi: 10.1186/1471-2334-8-166
  contributor:
    fullname: van den Hof, S
– volume: 11
  start-page: 1498
  year: 2018
  end-page: 1511
  ident: B43
  article-title: Insights into the processes that drive the evolution of drug resistance in Mycobacterium tuberculosis
  publication-title: Evol Appl
  doi: 10.1111/eva.12654
  contributor:
    fullname: Bañuls, A-L
– volume: 116
  start-page: 23284
  year: 2019
  end-page: 23291
  ident: B14
  article-title: Pre-detection history of extensively drug-resistant tuberculosis in Kwazulu-natal, South Africa
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.1906636116
  contributor:
    fullname: Mathema, B
– volume: 6
  year: 2018
  ident: B58
  article-title: Mtbseq: a comprehensive pipeline for whole genome sequence analysis of Mycobacterium tuberculosis complex isolates
  publication-title: PeerJ
  doi: 10.7717/peerj.5895
  contributor:
    fullname: Niemann, S
– volume: 13
  start-page: 1513
  year: 2020
  end-page: 1525
  ident: B47
  article-title: Applied phyloepidemiology: detecting drivers of pathogen transmission from genomic signatures using density measures
  publication-title: Evol Appl
  doi: 10.1111/eva.12991
  contributor:
    fullname: Rasigade, J
– volume: 7
  year: 2019
  ident: B34
  article-title: A large scale evaluation of Tbprofiler and Mykrobe for antibiotic resistance prediction in Mycobacterium Tuberculosis
  publication-title: PeerJ
  doi: 10.7717/peerj.6857
  contributor:
    fullname: Tournoud, M
– volume: 26
  start-page: 431
  year: 2014
  end-page: 444
  ident: B40
  article-title: Consequences of Genomic diversity in Mycobacterium tuberculosis
  publication-title: Semin Immunol
  doi: 10.1016/j.smim.2014.09.012
  contributor:
    fullname: Gagneux, S
– volume: 27
  start-page: 592
  year: 2011
  end-page: 593
  ident: B77
  article-title: Phangorn: phylogenetic analysis in R
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btq706
  contributor:
    fullname: Schliep, KP
– ident: B35
  article-title: World Health Organisation . 2021 . Catalogue of mutations in Mycobacterium tuberculosis complex and their association with drug resistance . Available from : https://www.who.int/publications/i/item/9789240028173
– volume: 80
  start-page: 159
  year: 2017
  ident: B63
  article-title: Mutations in streptomycin resistance genes and their relationship to streptomycin resistance and lineage of Mycobacterium tuberculosis Thai isolates
  publication-title: Tuberc Respir Dis (Seoul)
  doi: 10.4046/trd.2017.80.2.159
  contributor:
    fullname: Srimanote, P
– volume: 15
  start-page: 1193
  year: 2015
  end-page: 1202
  ident: B6
  article-title: Whole-genome sequencing for prediction of Mycobacterium tuberculosis drug susceptibility and resistance: a retrospective cohort study
  publication-title: Lancet Infect Dis
  doi: 10.1016/S1473-3099(15)00062-6
  contributor:
    fullname: Wilson, DJ
– volume: 8
  start-page: 260
  year: 2010
  end-page: 271
  ident: B45
  article-title: Antibiotic resistance and its cost: is it possible to reverse resistance?
  publication-title: Nat Rev Microbiol
  doi: 10.1038/nrmicro2319
  contributor:
    fullname: Hughes, D
– volume: 55
  start-page: 457
  year: 2017
  end-page: 469
  ident: B13
  article-title: Whole-genome sequencing of Mycobacterium tuberculosis provides insight into the evolution and genetic composition of drug-resistant tuberculosis in Belarus
  publication-title: J Clin Microbiol
  doi: 10.1128/JCM.02116-16
  contributor:
    fullname: Earl, AM
– volume: 14
  start-page: 967
  year: 2010
  end-page: 972
  ident: B52
  article-title: National anti-tuberculosis drug resistance study in Tanzania
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: van Leth, F
– ident: B4
  article-title: World Health Organisation . 2015 . The end TB strategy . Available from : https://www.who.int/publications/i/item/WHO-HTM-TB-2015.19
– ident: B3
  article-title: World Health Organisation . 2021 . WHO global lists of high burden countries for tuberculosis (TB), TB/HIV and multidrug/Rifampicin-resistant TB (MDR/RR-TB), 2021–2025 . Available from : https://www.who.int/news/item/17-06-2021-who-releases-new-global-lists-of-high-burden-countries-for-tb-hiv-associated-tb-and-drug-resistant-tb
– volume: 13
  start-page: 5105
  year: 2022
  ident: B39
  article-title: Transcontinental spread and evolution of Mycobacterium tuberculosis W148 European/Russian clade toward extensively drug resistant tuberculosis
  publication-title: Nat Commun
  doi: 10.1038/s41467-022-32455-1
  contributor:
    fullname: Wirth, T
– volume: 7
  start-page: 45326
  year: 2017
  ident: B46
  article-title: Strain-specific estimation of epidemic success provides insights into the transmission dynamics of tuberculosis
  publication-title: Sci Rep
  doi: 10.1038/srep45326
  contributor:
    fullname: Wirth, T
– volume: 17
  start-page: 275
  year: 2017
  end-page: 284
  ident: B19
  article-title: Transmission of multidrug-resistant Mycobacterium tuberculosis in Shanghai, China: a retrospective observational study using whole-genome sequencing and epidemiological investigation
  publication-title: Lancet Infect Dis
  doi: 10.1016/S1473-3099(16)30418-2
  contributor:
    fullname: Gao, Q
– ident: B2
  article-title: World Health Organisation . 2019 . Global tuberculosis report . https://www.who.int/publications/i/item/9789241565714 .
– volume: 7
  year: 2021
  ident: B73
  article-title: Snppar: identifying convergent evolution and other homoplasies from microbial whole-genome alignments
  publication-title: Microb Genom
  doi: 10.1099/mgen.0.000694
  contributor:
    fullname: Holt, KE
– volume: 379
  start-page: 1403
  year: 2018
  end-page: 1415
  ident: B5
  article-title: Prediction of susceptibility to first-line tuberculosis drugs by DNA sequencing
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1800474
– volume: 48
  start-page: 3544
  year: 2010
  end-page: 3550
  ident: B32
  article-title: Mycobacterium tuberculosis Beijing lineage favors the spread of multidrug-resistant tuberculosis in the Republic of Georgia
  publication-title: J Clin Microbiol
  doi: 10.1128/JCM.00715-10
  contributor:
    fullname: Tang, Y-W
– volume: 24
  start-page: 207
  year: 2020
  end-page: 213
  ident: B56
  article-title: The fourth national anti-tuberculosis drug resistance survey in Peru
  publication-title: Int J Tuberc Lung Dis
  doi: 10.5588/ijtld.19.0186
  contributor:
    fullname: Solari, L
– volume: 8
  year: 2013
  ident: B65
  article-title: Primary drug-resistant tuberculosis in Hanoi, Viet Nam: Present status and risk factors
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0071867
  contributor:
    fullname: Keicho, N
– volume: 13
  start-page: 623
  year: 2023
  ident: B42
  article-title: Large-scale genomic analysis of Mycobacterium tuberculosis reveals extent of target and compensatory mutations linked to multi-drug resistant tuberculosis
  publication-title: Sci Rep
  doi: 10.1038/s41598-023-27516-4
  contributor:
    fullname: Clark, TG
– volume: 374
  start-page: 124
  year: 2016
  end-page: 134
  ident: B23
  article-title: Intensified Antituberculosis therapy in adults with tuberculous meningitis
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1507062
  contributor:
    fullname: Farrar, JJ
– volume: 5
  year: 2014
  ident: B71
  article-title: A robust SNP Barcode for typing Mycobacterium tuberculosis complex strains
  publication-title: Nat Commun
  doi: 10.1038/ncomms5812
  contributor:
    fullname: Clark, TG
– volume: 12
  start-page: 6099
  year: 2021
  ident: B27
  article-title: Population structure, biogeography and transmissibility of Mycobacterium tuberculosis
  publication-title: Nat Commun
  doi: 10.1038/s41467-021-26248-1
  contributor:
    fullname: Farhat, MR
– volume: 11
  year: 2023
  ident: B38
  article-title: The evolution and transmission dynamics of multidrug-resistant tuberculosis in an isolated high-plateau population of Tibet, China
  publication-title: Microbiol Spectr
  doi: 10.1128/spectrum.03991-22
  contributor:
    fullname: Aubry, A
– volume: 46
  start-page: 279
  year: 2014
  end-page: 286
  ident: B16
  article-title: Evolution and transmission of drug-resistant tuberculosis in a Russian population
  publication-title: Nat Genet
  doi: 10.1038/ng.2878
  contributor:
    fullname: Drobniewski, F
– volume: 15
  start-page: 66
  year: 2009
  end-page: 68
  ident: B44
  article-title: Fitness cost of drug resistance in Mycobacterium tuberculosis
  publication-title: Clin Microbiol Infect
  doi: 10.1111/j.1469-0691.2008.02685.x
  contributor:
    fullname: Gagneux, S
– volume: 63
  year: 2019
  ident: B9
  article-title: Whole-genome sequencing for drug resistance profile prediction in Mycobacterium tuberculosis
  publication-title: Antimicrob Agents Chemother
  doi: 10.1128/AAC.02175-18
  contributor:
    fullname: Böttger, EC
– volume: 50
  start-page: 849
  year: 2018
  end-page: 856
  ident: B22
  article-title: Frequent transmission of the Mycobacterium tuberculosis Beijing lineage and positive selection for the Esxw Beijing variant in Vietnam
  publication-title: Nat Genet
  doi: 10.1038/s41588-018-0117-9
  contributor:
    fullname: Dunstan, SJ
– ident: B1
  article-title: World Health Organisation . 2021 . Global tuberculosis report . https://www.who.int/publications/i/item/9789240037021 .
– volume: 49
  start-page: 395
  year: 2017
  end-page: 402
  ident: B17
  article-title: Genomic analysis of globally diverse Mycobacterium tuberculosis strains provides insights into the emergence and spread of multidrug resistance
  publication-title: Nat Genet
  doi: 10.1038/ng.3767
  contributor:
    fullname: Gabrielian, A
– volume: 351
  start-page: 1741
  year: 2004
  end-page: 1751
  ident: B24
  article-title: Dexamethasone for the treatment of tuberculous meningitis in adolescents and adults
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa040573
  contributor:
    fullname: Farrar, JJ
– volume: 7
  start-page: 9227
  year: 2017
  ident: B30
  article-title: Evolutionary pathway analysis and unified classification of East Asian lineage of Mycobacterium tuberculosis
  publication-title: Sci Rep
  doi: 10.1038/s41598-017-10018-5
  contributor:
    fullname: Govorun, V
– volume: 10
  start-page: 60
  year: 2021
  ident: B28
  article-title: Local adaptation in populations of Mycobacterium tuberculosis endemic to the Indian ocean rim
  publication-title: F1000Res
  doi: 10.12688/f1000research.28318.2
  contributor:
    fullname: Dou, H-Y
– volume: 110
  start-page: 44
  year: 2018
  end-page: 51
  ident: B60
  article-title: Dissecting whole-genome sequencing-based online tools for predicting resistance in Mycobacterium tuberculosis: can we use them for clinical decision guidance?
  publication-title: Tuberculosis
  doi: 10.1016/j.tube.2018.03.009
  contributor:
    fullname: Gomes, JP
– volume: 4
  year: 2008
  ident: B68
  article-title: The influence of host and bacterial genotype on the development of disseminated disease with Mycobacterium tuberculosis
  publication-title: PLoS Pathog
  doi: 10.1371/journal.ppat.1000034
  contributor:
    fullname: Huu Loc, T
– volume: 30
  start-page: 1312
  year: 2014
  end-page: 1313
  ident: B72
  article-title: Raxml version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btu033
  contributor:
    fullname: Stamatakis, A
– volume: 13
  start-page: 1456
  year: 2009
  end-page: 1466
  ident: B31
  article-title: Infectiousness, reproductive fitness and evolution of drug-resistant Mycobacterium tuberculosis
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: Gagneux, S
– volume: 3
  start-page: e265
  year: 2022
  end-page: e273
  ident: B7
  article-title: The 2021 WHO catalogue of Mycobacterium tuberculosis complex mutations associated with drug resistance: a genotypic analysis
  publication-title: Lancet Microbe
  doi: 10.1016/S2666-5247(21)00301-3
  contributor:
    fullname: Cirillo, DM
– ident: e_1_3_5_43_2
  doi: 10.1038/s41598-023-27516-4
– ident: e_1_3_5_12_2
  doi: 10.1016/j.cmi.2016.09.008
– ident: e_1_3_5_27_2
  doi: 10.1016/j.meegid.2021.104802
– ident: e_1_3_5_76_2
  doi: 10.1093/bioinformatics/bty633
– ident: e_1_3_5_20_2
  doi: 10.1016/S1473-3099(16)30418-2
– ident: e_1_3_5_18_2
  doi: 10.1038/ng.3767
– ident: e_1_3_5_74_2
  doi: 10.1099/mgen.0.000694
– ident: e_1_3_5_63_2
  doi: 10.1093/femsre/fux011
– ident: e_1_3_5_67_2
– ident: e_1_3_5_72_2
  doi: 10.1038/ncomms5812
– ident: e_1_3_5_6_2
  doi: 10.1056/NEJMoa1800474
– ident: e_1_3_5_19_2
  doi: 10.1371/journal.pmed.1001880
– ident: e_1_3_5_68_2
  doi: 10.1128/AAC.00344-18
– ident: e_1_3_5_28_2
  doi: 10.1038/s41467-021-26248-1
– ident: e_1_3_5_73_2
  doi: 10.1093/bioinformatics/btu033
– ident: e_1_3_5_75_2
– ident: e_1_3_5_44_2
  doi: 10.1111/eva.12654
– ident: e_1_3_5_36_2
– ident: e_1_3_5_61_2
  doi: 10.1016/j.tube.2018.03.009
– ident: e_1_3_5_16_2
  doi: 10.1136/thoraxjnl-2018-211616
– ident: e_1_3_5_37_2
  doi: 10.1038/ng.2747
– ident: e_1_3_5_45_2
  doi: 10.1111/j.1469-0691.2008.02685.x
– ident: e_1_3_5_60_2
  doi: 10.1038/srep46327
– ident: e_1_3_5_64_2
  doi: 10.4046/trd.2017.80.2.159
– volume: 14
  start-page: 967
  year: 2010
  ident: e_1_3_5_53_2
  article-title: National anti-tuberculosis drug resistance study in Tanzania
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: Chonde TM
– ident: e_1_3_5_33_2
  doi: 10.1128/JCM.00715-10
– ident: e_1_3_5_15_2
  doi: 10.1073/pnas.1906636116
– ident: e_1_3_5_46_2
  doi: 10.1038/nrmicro2319
– ident: e_1_3_5_29_2
  doi: 10.12688/f1000research.28318.2
– ident: e_1_3_5_66_2
  doi: 10.1371/journal.pone.0071867
– ident: e_1_3_5_35_2
  doi: 10.7717/peerj.6857
– ident: e_1_3_5_70_2
  doi: 10.1186/gb-2009-10-3-r25
– ident: e_1_3_5_24_2
  doi: 10.1056/NEJMoa1507062
– volume: 11
  start-page: 571
  year: 2007
  ident: e_1_3_5_55_2
  article-title: Trend of anti-tuberculosis drug resistance in Korea
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: Bai GH
– ident: e_1_3_5_56_2
  doi: 10.5588/ijtld.15.0645
– ident: e_1_3_5_14_2
  doi: 10.1128/JCM.02116-16
– volume: 13
  start-page: 1456
  year: 2009
  ident: e_1_3_5_32_2
  article-title: Infectiousness, reproductive fitness and evolution of drug-resistant Mycobacterium tuberculosis
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: Borrell S
– ident: e_1_3_5_51_2
  doi: 10.1016/S1473-3099(18)30222-6
– ident: e_1_3_5_34_2
  doi: 10.1186/s13073-019-0650-x
– ident: e_1_3_5_47_2
  doi: 10.1038/srep45326
– ident: e_1_3_5_40_2
  doi: 10.1038/s41467-022-32455-1
– ident: e_1_3_5_31_2
  doi: 10.1038/s41598-017-10018-5
– ident: e_1_3_5_78_2
  doi: 10.1093/bioinformatics/btq706
– ident: e_1_3_5_23_2
  doi: 10.1038/s41588-018-0117-9
– ident: e_1_3_5_25_2
  doi: 10.1056/NEJMoa040573
– volume: 10
  start-page: 45
  year: 2006
  ident: e_1_3_5_49_2
  article-title: Treatment outcomes by drug resistance and HIV status among tuberculosis patients in Ho Chi Minh city, Vietnam
  publication-title: Int J Tuberc Lung Dis
  contributor:
    fullname: Quy HT
– ident: e_1_3_5_4_2
– ident: e_1_3_5_48_2
  doi: 10.1111/eva.12991
– ident: e_1_3_5_65_2
  doi: 10.1128/AAC.01814-10
– ident: e_1_3_5_10_2
  doi: 10.1128/AAC.02175-18
– ident: e_1_3_5_71_2
  doi: 10.1093/bioinformatics/btr509
– ident: e_1_3_5_11_2
  doi: 10.1155/2018/1298542
– ident: e_1_3_5_30_2
  doi: 10.1073/pnas.1424063112
– ident: e_1_3_5_17_2
  doi: 10.1038/ng.2878
– ident: e_1_3_5_26_2
  doi: 10.1186/s12879-018-3033-9
– ident: e_1_3_5_42_2
  doi: 10.1016/j.tube.2021.102091
– ident: e_1_3_5_58_2
  doi: 10.1056/NEJMoa1108789
– ident: e_1_3_5_9_2
  doi: 10.1016/S1473-3099(18)30073-2
– ident: e_1_3_5_22_2
  doi: 10.4269/ajtmh.18-0185
– ident: e_1_3_5_38_2
  doi: 10.1128/AAC.03695-14
– ident: e_1_3_5_39_2
  doi: 10.1128/spectrum.03991-22
– ident: e_1_3_5_50_2
  doi: 10.5588/ijtld.14.0785
– ident: e_1_3_5_41_2
  doi: 10.1016/j.smim.2014.09.012
– ident: e_1_3_5_52_2
  doi: 10.1186/s12916-016-0704-5
– ident: e_1_3_5_59_2
  doi: 10.7717/peerj.5895
– ident: e_1_3_5_69_2
  doi: 10.1371/journal.ppat.1000034
– ident: e_1_3_5_7_2
  doi: 10.1016/S1473-3099(15)00062-6
– ident: e_1_3_5_62_2
  doi: 10.1128/AAC.06460-11
– ident: e_1_3_5_57_2
  doi: 10.5588/ijtld.19.0186
– ident: e_1_3_5_13_2
  doi: 10.1038/ncomms8119
– ident: e_1_3_5_77_2
  doi: 10.1093/molbev/msz240
– ident: e_1_3_5_8_2
  doi: 10.1016/S2666-5247(21)00301-3
– ident: e_1_3_5_21_2
  doi: 10.1016/s2666-5247(20)30195-6
– ident: e_1_3_5_5_2
– ident: e_1_3_5_54_2
  doi: 10.1186/1471-2334-8-166
SSID ssj0001105252
Score 2.3250513
Snippet Drug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO's goal of a 95% reduction in...
A previous investigation has elucidated the landscape of Mtb genomic diversity and transmission dynamics in Ho Chi Minh City, Vietnam. Here, we expand the...
A previous investigation has elucidated the landscape of Mtb genomic diversity and transmission dynamics in Ho Chi Minh City, Vietnam. Here, we expand the...
IMPORTANCEDrug-resistant tuberculosis (TB) infection is a growing and potent concern, and combating it will be necessary to achieve the WHO's goal of a 95%...
ABSTRACT A previous investigation has elucidated the landscape of Mtb genomic diversity and transmission dynamics in Ho Chi Minh City, Vietnam. Here, we expand...
SourceID doaj
pubmedcentral
proquest
crossref
asm2
pubmed
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
StartPage e0256223
SubjectTerms Antimicrobial Chemotherapy
antimicrobial resistance
Mycobacterium tuberculosis
pathogen genomics
Research Article
SummonAdditionalLinks – databaseName: American Society for Microbiology Open Access
  dbid: AAUOK
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3raxQxEA-1RfCL-HbrgwiCIGxtHvvIx6u0FKX6xZN-C5PsHG7xduXutnD_fWf2dk9PivhpIZuQkN9M5jd5zAjxtiQaCliRIsExptZglYKKNoXIwe-ctRZ4H_LiS34-tZ8us8s9kY9vYYYZXB7Bct4f5G81W5cf-seHi25-xIZap9rcEQckQ5acroPJZPr18-_dFcX52fRwjHlrW1qDqQ-9Y4_6sP23cc2_r0z-YYPOHoj7A3mUkw3aD8UeNo_E3U06yfVjcX16PQiShKaSKzZDBCPvh8l2RmX8PqSltpJ8bOaNBLisl7Ja8JInw1qeYH1Ftkwy96SFRl6sI-l7H8-5m8tVF3ARu58tNZZ1I7_XuGpg_kRMz06_fTxPh7wKKZhCm1QFl0VyE2Z8pmoKcDONsQIdCszcMX015KFQs9KFAiC3ocIyZDrEUBQuEF96KvabtsHnQka0uS2zWKEhKqLJnTbkkFILZ2xEUIl4x5PsR1h973Po0o9w-B4Or00i3o84-F-bQBv_qnzCSG0rcozsvoAkxg8q54vSIaoclM6DBYyBN3xpmAgaHQllIt6MOHsCgw9KoMG2W3pyQolVcZidRDzb4L7tiiS44Ch1iSh3JGJnLLt_mvpHH7db8WMxl7nD_56UF-Iep7fn6zNKvxT79BNfEQlahdeDxN8AJTIJUg
  priority: 102
  providerName: American Society for Microbiology
– databaseName: Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3di9QwEA-yIPgifls9JYIgCPW2Sdo0j57ccQjnkyf3FibpLFbcVna3B_vf30zaPXZF9MWnQpq0Ib9J5iPJb4R4W5MZCtjQRII55kZjk0MRTQ6Rye-cMQY4DnnxpTq_NJ-vyqu9VF98JmykBx4H7tjWDrGooFBVMIAxcNhOW4Og0NGn0-o7V3vOVIquFJyfTU3bmLQGH6eLi6th-YGVvMo5PdEM1kt1oI8Sbf-fbM3fj0zu6aCzB-L-ZDzKj2OnH4o72D0Sd8d0ktvH4vr0ehIkCV0jN6yGCEaOh8l-QWV8P6SntpJ8bLYbCXDZrmWz4iVPhq08wfYH6TLJtictNPJiG2m-Jz7nYSk3Q8BVHH721Fi2nfzW4qaD5RNxeXb69dN5PuVVyEFbpfMiuDKSm7DgPVVtwS0UxgZUsFi6OT0VVMEWi9oFC1CZ0GAdShVisNYFspeeilnXd_hcyIimMnUZGyRItCJ3WpNDSi2cNhGhyMQ7HmQ_TYy1Tz6Hqv0ODp_g8Epn4v0OB_9rJNr4W-UTRuq2InNkpwKSHD9Jjv-X5GTizQ5nT2DwRgl02A9rT04oWVVMs5OJZyPut78iCbbMUpeJ-kAiDvpy-KZrvyfe7oIvi7nSvfgfvX8p7qk5g8m5aY7EjMYHX5F9tAmv01S4ASnPEp8
  priority: 102
  providerName: Directory of Open Access Journals
Title Evolution and transmission of antibiotic resistance is driven by Beijing lineage Mycobacterium tuberculosis in Vietnam
URI https://www.ncbi.nlm.nih.gov/pubmed/37971428
https://journals.asm.org/doi/10.1128/spectrum.02562-23
https://search.proquest.com/docview/2891756459
https://pubmed.ncbi.nlm.nih.gov/PMC10714959
https://doaj.org/article/789ee16a126b4aecb13e3374ea2e93ed
Volume 11
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3da9swEBdtx2AvY99ztwUNBoOBk0qWP_SYlpaykW0Py-ibkORL51HbJYkL-e97p9ilGWMPezLYEhb6nXS_O53uGPtQIA21UOJCskcQqwTK2AqvYusp-Z1WSlnyQ86-Zudz9fkivdhj2XAXJgTte1eNm6t63FS_Qmzlde0nQ5zY5PvsRNCtG53qyT7bR_17z0YPnhVBtdlkf4SJ--8kXFpcdvWYFLyMJRXPwZHklG0Mt2K7quWOWgrZ-_9GOf-MnLynis6esMc9h-TT7Vifsj1onrGH26qSm-fs5vSmlydum5KvSRshmuQW4-0C39E1kRb7cjS1iT4i7rxa8XJJOx93G34M1W9UaZwoKO43fLbxuOxDWueu5uvOwdJ3Vy125lXDf1awbmz9gs3PTn-cnMd9eYXYJrlMYuF06tFaWNDRapJbvZDgSytdDqk-wqe0mcvFotAutzZTroTCpdJ5l-faIW16yQ6atoHXjHtQmSpSX0KCjESiVZ2gXYo9dKI8WBGxjzTJpl8fKxNMD1mYARkTkDEyidinAQdzvc238a_Gx4TUXUNKlR1etMtL0wuMyQsNIDIrZOaUBe_I74vDBCtBo2xG7P2As0Ew6LzENtB2K4O2KJIryrYTsVdb3O9-NYhPxIodidgZy-4XlOaQvnuQ3sP_7_qGPaKy9xRWI-RbdoCzAu-QHK3diD2YTuffvoyCc2EUVsYtwokVRQ
link.rule.ids 230,314,727,780,784,864,885,2102,27924,27925,53147,53160,53173,53791,53793
linkProvider National Library of Medicine
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3da9swEBdby9hexr7nfWowGAzc1bJsWY_paMnWpntpRt_ESb4wl8YecVzIf787x-mWUcaeDLaEhH93ut-dpDsh3hdEQwFLUiTYx1inWMaQBB1D4OR3VmsNHIecnObjqf56np0Ppyr5LswF1-W9bPegnff7-KzYHIge6hEWn_oLiItuvsfGWsUqvS12SY4MyfjuaDT9dvw7wpJwjTY1bGXe2JfWYRpIbdmkPnX_TXzz72OTf9ihowfi_kAg5WiN-ENxC-tH4s66pOTqsbg6vBqESUJdyiWbIoKSY2KymdE7viPSUF9JfjZzRwJdVq0sF7zsSb-SB1hdkD2TzD9psZGTVSCd73M6d3O57DwuQnfZUGdZ1fJ7hcsa5k_E9Ojw7PM4HmorxJAalcaJt1kgV2HG-6qpATtTGEpQ3mBm9-mpIPcmmRXWG4Bc-xILnykfvDHWE2d6KnbqpsbnQgbUuS6yUGJKdESRS52SU0o9bKoDQhKJD_yT3aAcrev9DlW4DRyuh8OpNBIfNzi4n-tkG_9qfMBIXTfkPNn9CxIbN6idM4VFTHJIVO41YPAc9KVpIii0JJiReLfB2REYvFkCNTZd68gRJWbFqXYi8WyN-_VQJMWGM9VFotiSiK25bH-pqx997u6EL4zZzL7475_yVtwdn01O3MmX0-OX4h6Xu-fjNIl6JXaoIb4mUrT0bwbp_wWdkw2s
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3db9MwELegE2gviG_CGBgJCQkpW-M4H37sxqrB2OCBor1ZZ-cigtZkaptJ_e93l6aDognxFMmxZcu_s-93PvtOiHc50VDAghYSDDHUMRYhRF6H4Dn4ndFaA59Dnp6lxxP9-Tw5729V8luYfgbnezCfdo58XtmXRdnnI8z3uweIs3a6x8pahSq-K7ZIjtLhQGyNRpOvJ79PWCLO0aZ6V-atbWkfpn7Uhk7qQvffxjf_vjb5hx4aPxQPegIpRyvEH4k7WD8W91YpJZdPxNXRVS9MEupCLlgVEZR8Jiabksr4jUhDbSXZ2cwdCXRZzWUx421PuqU8wOoX6TPJ_JM2G3m69LTmu5jO7VQuWocz31401FhWtfxR4aKG6VMxGR99PzwO-9wKIcSZisPImcSTqVCyXzXOwJQKfQHKZZiYIX0VpC6Lyty4DCDVrsDcJcp5l2XGEWd6JgZ1U-MLIT3qVOeJLzAmOqLIpI7JKKUWJtYeIQrEe55ku4bWdnaHyu0aDtvBYVUciA9rHOzlKtjGvyofMFI3FTlOdldAUmP7ZWez3CBGKUQqdRrQOz70pWEiKDQkmIF4u8bZEhjsLIEam3ZuyRAlZsWhdgLxfIX7TVckxRlHqgtEviERG2PZ_FNXP7vY3RE_GDOJefnfk_JG3P_2cWy_fDo72RHbnO2eb9NE6pUYUD3cJU60cK974b8Gc0UNSA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Evolution+and+transmission+of+antibiotic+resistance+is+driven+by+Beijing+lineage+Mycobacterium+tuberculosis+in+Vietnam&rft.jtitle=Microbiology+spectrum&rft.au=Silcocks%2C+Matthew&rft.au=Chang%2C+Xuling&rft.au=Thuong+Thuong%2C+Nguyen+Thuy&rft.au=Qin%2C+Youwen&rft.date=2023-12-12&rft.pub=American+Society+for+Microbiology&rft.eissn=2165-0497&rft.volume=11&rft.issue=6&rft_id=info:doi/10.1128%2Fspectrum.02562-23&rft.externalDocID=02562-23
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2165-0497&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2165-0497&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2165-0497&client=summon