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Couvin D, Allaguy AS, Ez-zari A, Jagielski T, Rastogi N. Molecular typing of Mycobacterium tuberculosis: a review of current methods, databases, softwares, and analytical tools. FEMS Microbiol Rev 2025; 49:fuaf017. [PMID: 40287399 PMCID: PMC12065434 DOI: 10.1093/femsre/fuaf017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 04/20/2025] [Accepted: 04/25/2025] [Indexed: 04/29/2025] Open
Abstract
Studies on the epidemiology and clinical relevance of Mycobacterium tuberculosis complex (MTBC) have immensely benefited from molecular typing methods, associated software applications, and bioinformatics tools. Over the last two decades, the Pasteur Institute of Guadeloupe has developed a range of bioinformatic resources, including databases and software, to advance understanding of TB epidemiology. Traditional methods, such as IS6110-RFLP, MIRU-VNTR typing, and spoligotyping, have been instrumental but are increasingly supplanted by more precise and high-throughput techniques. These typing methods offer relatively good discrimination and reproducibility, making them popular choices for epidemiological studies. However, the advent of whole-genome sequencing (WGS) has revolutionized Mycobacterium tuberculosis complex (MTBC) typing, providing unparalleled resolution and data analysis depth. WGS enables the identification of single nucleotide polymorphisms and other genetic variations, facilitating robust phylogenetic reconstructions, and detailed outbreak investigations. This review summarizes current molecular typing methods, as well as databases and software tools used for MTBC data analysis. A comprehensive comparison of available tools and databases is provided to guide future research on the epidemiology of TB and pathogen-associated variables (drug resistance or virulence) and public health initiatives.
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Affiliation(s)
- David Couvin
- WHO Supranational TB Reference Laboratory—TB and Mycobacteria Unit, Institut Pasteur de la Guadeloupe, F-97139, Les Abymes, Guadeloupe, France
- Laboratoire de Mathématiques Informatique et Applications (LAMIA), Université des Antilles, F-97154, Pointe-à-Pitre, Guadeloupe, France
| | - Anne-Sophie Allaguy
- Laboratoire de Mathématiques Informatique et Applications (LAMIA), Université des Antilles, F-97154, Pointe-à-Pitre, Guadeloupe, France
| | - Ayoub Ez-zari
- Laboratory of Biology and Health (UAE/U06FS), Department of Biology, Faculty of Science, Abdelmalek Essaâdi University, BP 2121, 93002 Tetouan, Morocco
| | - Tomasz Jagielski
- Department of Medical Microbiology, Institute of Microbiology, Faculty of Biology, University of Warsaw, I. Miecznikowa 1, 02-096 Warsaw, Poland
| | - Nalin Rastogi
- WHO Supranational TB Reference Laboratory—TB and Mycobacteria Unit, Institut Pasteur de la Guadeloupe, F-97139, Les Abymes, Guadeloupe, France
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Gordhan BG, Padarath K, Sewcharran A, McIvor A, VanNieuwenhze MS, Waja Z, Martinson N, Kana BD. Clinical Strains of Mycobacterium tuberculosis Representing Different Genotype Families Exhibit Distinct Propensities to Adopt the Differentially Culturable State. Pathogens 2024; 13:318. [PMID: 38668273 PMCID: PMC11054447 DOI: 10.3390/pathogens13040318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/20/2024] [Accepted: 03/27/2024] [Indexed: 04/29/2024] Open
Abstract
Growing evidence points to the presence of differentially culturable tubercle bacteria (DCTB) in clinical specimens from individuals with active tuberculosis (TB) disease. These bacteria are unable to grow on solid media but can resuscitate in liquid media. Given the epidemiological success of certain clinical genotype families of Mycobacterium tuberculosis, we hypothesize that different strains may have distinct mechanisms of adaptation and tolerance. We used an in vitro carbon starvation model to determine the propensity of strains from lineages 2 and 4 that included the Beijing and LAM families respectively, to generate DCTB. Beijing strains were associated with a greater propensity to produce DCTB compared to LAM strains. Furthermore, LAM strains required culture filtrate (CF) for resuscitation whilst starved Beijing strains were not dependent on CF. Moreover, Beijing strains showed improved resuscitation with cognate CF, suggesting the presence of unique growth stimulatory molecules in this family. Analysis of starved Beijing and LAM strains showed longer cells, which with resuscitation were restored to a shorter length. Cell wall staining with fluorescent D-amino acids identified strain-specific incorporation patterns, indicating that cell surface remodeling during resuscitation was distinct between clinical strains. Collectively, our data demonstrate that M. tuberculosis clinical strains from different genotype lineages have differential propensities to generate DCTB, which may have implications for TB treatment success.
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Affiliation(s)
- Bhavna Gowan Gordhan
- Department of Science and Innovation and the National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2017, South Africa; (B.G.G.); (K.P.); (A.S.); (A.M.)
- National Health Laboratory Service, Johannesburg 2000, South Africa
| | - Kiyasha Padarath
- Department of Science and Innovation and the National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2017, South Africa; (B.G.G.); (K.P.); (A.S.); (A.M.)
- National Health Laboratory Service, Johannesburg 2000, South Africa
| | - Astika Sewcharran
- Department of Science and Innovation and the National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2017, South Africa; (B.G.G.); (K.P.); (A.S.); (A.M.)
- National Health Laboratory Service, Johannesburg 2000, South Africa
| | - Amanda McIvor
- Department of Science and Innovation and the National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2017, South Africa; (B.G.G.); (K.P.); (A.S.); (A.M.)
- National Health Laboratory Service, Johannesburg 2000, South Africa
| | | | - Ziyaad Waja
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg 2017, South Africa; (Z.W.); (N.M.)
| | - Neil Martinson
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg 2017, South Africa; (Z.W.); (N.M.)
- Center for TB Research, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Bavesh Davandra Kana
- Department of Science and Innovation and the National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2017, South Africa; (B.G.G.); (K.P.); (A.S.); (A.M.)
- National Health Laboratory Service, Johannesburg 2000, South Africa
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Ogwang MO, Diero L, Ng'ong'a F, Magoma G, Mutharia L, Imbuga M, Ngugi C. Strain structure analysis of Mycobacterium tuberculosis circulating among HIV negative, positive and drug resistant TB patients attending chest clinics in Western Kenya. BMC Pulm Med 2023; 23:497. [PMID: 38071287 PMCID: PMC10709907 DOI: 10.1186/s12890-023-02802-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Despite global tuberculosis (TB) interventions, the disease remains one of the major public health concerns. Kenya is ranked 15th among 22 high burden TB countries globally. METHODS A cross-sectional study was conducted in Western Kenya, which comprises 10 counties. A multistage sampling method was used where a single sub-county was randomly selected followed by sampling two high volume health facility from each sub-county. Identification of spoligotype profiles and their family distribution and lineage level were achieved by comparison with SITVIT database. RESULTS Lineage distribution pattern revealed that the most predominant lineage was CAS 220 (39.8%) followed by Beijing 128 (23.1%). The other lineages identified were T, LAM, H, X, S and MANU which were quantified as 87 (15.7%), 67 (12.1%), 16 (2.8%), 10 (1.8%), 8 (1.4%) and 5 (0.9%) respectively. CAS and Beijing strains were the most predominant lineage in both HIV negative and positive TB patients. The Beijing lineage was also the most predominant in resistant M. tuberculosis strains as compared to wild type. A total of 12 (2.0%) were orphaned M. tuberculosis strains which were spread across all the 10 counties of the study site. In multivariate logistic regression adjusting for potential cofounders three potential risk factors were significant. HIV status (OR = 1.52, CI = 0.29-3.68 and P value of 0.001), Alcohol use (OR = 0.59, CI = 0.43-3.12 and P-value =0.001) and cross border travel (OR = 0.61, CI = 0.49-3.87 and P value = 0.026). Most M. tuberculosis clinical isolates showed genetic clustering with multivariate logistic regression indicating three potential risk factors to clustering. HIV status (OR = 1.52, CI = 0.29-3.68 and P value of 0.001), Alcohol use (OR = 0.59, CI = 0.43-3.12 and P-value =0.001) and cross border travel (OR = 0.61, CI = 0.49-3.87 and P value = 0.026). CONCLUSION There exist diverse strains of M. tuberculosis across the 10 counties of Western Kenya. Predominant distribution of clustered genotype points to the fact that most TB cases in this region are as a result of resent transmission other than activation of latent TB.
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Affiliation(s)
- Martin O Ogwang
- School of Public Health Nairobi Kenya, Jomo Kenyatta University of Agriculture and Technology, Juja, Kenya.
| | - Lameck Diero
- School of Medicine, Moi University, Eldoret, Kenya
| | - Florence Ng'ong'a
- School of Biomedical Sciences, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Gabriel Magoma
- School of Biomedical Sciences, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Lucy Mutharia
- Department of Cellular and Molecular Biology, University of Guelph, Guelph, ON, Canada
| | - Mabel Imbuga
- School of Biomedical Sciences, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Caroline Ngugi
- School of Biomedical Sciences, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
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Sarmah DT, Parveen R, Kundu J, Chatterjee S. Latent tuberculosis and computational biology: A less-talked affair. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2023; 178:17-31. [PMID: 36781150 DOI: 10.1016/j.pbiomolbio.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 02/13/2023]
Abstract
Tuberculosis (TB) is a pervasive and devastating air-borne disease caused by the organisms belonging to the Mycobacterium tuberculosis (Mtb) complex. Currently, it is the global leader in infectious disease-related death in adults. The proclivity of TB to enter the latent state has become a significant impediment to the global effort to eradicate TB. Despite decades of research, latent tuberculosis (LTB) mechanisms remain poorly understood, making it difficult to develop efficient treatment methods. In this review, we seek to shed light on the current understanding of the mechanism of LTB, with an accentuation on the insights gained through computational biology. We have outlined various well-established computational biology components, such as omics, network-based techniques, mathematical modelling, artificial intelligence, and molecular docking, to disclose the crucial facets of LTB. Additionally, we highlighted important tools and software that may be used to conduct a variety of systems biology assessments. Finally, we conclude the article by addressing the possible future directions in this field, which might help a better understanding of LTB progression.
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Affiliation(s)
- Dipanka Tanu Sarmah
- Complex Analysis Group, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, 121001, India
| | - Rubi Parveen
- Complex Analysis Group, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, 121001, India
| | - Jayendrajyoti Kundu
- Complex Analysis Group, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, 121001, India
| | - Samrat Chatterjee
- Complex Analysis Group, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, 121001, India.
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Cheng S, Hide M, Pheng SH, Kerléguer A, Delvallez G, Sam S, Mao TE, Nguyen TVA, Bañuls AL. Resistance to Second-Line Anti-TB Drugs in Cambodia: A Phenotypic and Genetic Study. Infect Drug Resist 2021; 14:1089-1104. [PMID: 33762833 PMCID: PMC7982564 DOI: 10.2147/idr.s289907] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 01/06/2021] [Indexed: 12/25/2022] Open
Abstract
Background Due to the emergence of Mycobacterium tuberculosis (M.tb) clinical isolates resistant to most potent first-line drugs (FLD), second-line drugs (SLD) are being prescribed more frequently. We explore the genetic characteristics and molecular mechanisms of M.tb isolates phenotypically resistant to SLD, including pre-extensively drug-resistant (pre-XDR) and extensively drug-resistant (XDR) isolates. Methods Drug-resistant (DR) M.tb isolates collected from 2012 to 2017 were tested using sequencing and phenotypic drug susceptibility testing. Genotypes were determined to explore their links with SLD resistance patterns. Results Of the 272 DR M.tb isolates, 6 non-multidrug resistant (non-MDR) isolates were fluoroquinolones (FQ)-resistant, 3 were XDR and 16 were pre-XDR (14 resistant to FQ and 2 to second-line injectable drugs). The most frequent mutations in FQ-resistant and second-line injectable drugs resistant isolates were gyrA D94G (15/23) and rrs a1401g (3/5), respectively. Seventy-five percent of pre-XDR isolates and 100% of XDR isolates harbored mutations conferring resistance to pyrazinamide. All XDR isolates belonged to the Beijing genotype, of which one, named XDR+, was resistant to all drugs tested. One cluster including pre-XDR and XDR isolates was observed. Conclusion This is the first description of SLD resistance in Cambodia. The data suggest that the proportion of XDR and pre-XDR isolates remains low but is on the rise compared to previous reports. The characterization of the XDR+ isolate in a patient who refused treatment underlines the risk of transmission in the population. In addition, genotypic results show, as expected, that the Beijing family is the main involved in pre-XDR and XDR isolates and that the spread of the Beijing pre-XDR strain is capable of evolving into XDR strain. This study strongly indicates the need for rapid interventions in terms of diagnostic and treatment to prevent the spread of the pre-XDR and XDR strains and the emergence of more resistant ones.
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Affiliation(s)
- Sokleaph Cheng
- Institut Pasteur du Cambodge and Ministry of Health, Phnom Penh, Cambodia.,Medical Biology Laboratory, Institut Pasteur du Cambodge, Phnom Penh, Cambodia.,LMI Drug Resistance in South East Asia, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
| | - Mallorie Hide
- LMI Drug Resistance in South East Asia, Institut Pasteur du Cambodge, Phnom Penh, Cambodia.,MIVEGEC, University of Montpellier, Institute of Research for Development, Centre National de la Recherche Scientifique, Montpellier, France.,CREES (Centre de Recherche En Écologie Et Évolution de la Santé), Montpellier, France
| | - Sok Heng Pheng
- National Center for Tuberculosis and Leprosy Control, Phnom Penh, Cambodia
| | - Alexandra Kerléguer
- Medical Biology Laboratory, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
| | - Gauthier Delvallez
- Medical Biology Laboratory, Institut Pasteur du Cambodge, Phnom Penh, Cambodia
| | - Sophan Sam
- Cambodian Health Committee, Phnom Penh, Cambodia
| | - Tan Eang Mao
- National Center for Tuberculosis and Leprosy Control, Phnom Penh, Cambodia
| | - Thi Van Anh Nguyen
- LMI Drug Resistance in South East Asia, Institut Pasteur du Cambodge, Phnom Penh, Cambodia.,Department of Bacteriology, National Institute of Hygiene and Epidemiology, Hanoi, Martinique, Vietnam
| | - Anne-Laure Bañuls
- LMI Drug Resistance in South East Asia, Institut Pasteur du Cambodge, Phnom Penh, Cambodia.,MIVEGEC, University of Montpellier, Institute of Research for Development, Centre National de la Recherche Scientifique, Montpellier, France.,CREES (Centre de Recherche En Écologie Et Évolution de la Santé), Montpellier, France
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Tatara MB, Perdigão J, Viveiros M, Kritski A, Silva KED, Sacchi FPC, de Lima CC, Dos Santos PCP, Diniz JDLDCG, Almeida Silva PE, Gomes P, Gomes MMQ, Cunha EAT, Lapa E Silva JR, Portugal I, Croda J, Andrade MKDN. Genetic Diversity and Molecular Epidemiology of Mycobacterium tuberculosis in Roraima State, Brazil. Am J Trop Med Hyg 2020; 101:774-779. [PMID: 31392954 DOI: 10.4269/ajtmh.19-0324] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
National border areas are special places for the spread of Mycobacterium tuberculosis (MTB). These regions concentrate vulnerable populations and constant population movements. Understanding the dynamics of the transmission of MTB is fundamental to propose control measures and to monitor drug resistance. We conducted a population-based prospective study of tuberculosis (TB) to evaluate molecular characteristics of MTB isolates circulating in Roraima, a state on the border of Venezuela and Guyana. Eighty isolates were genotyped by IS6110-RFLP (restriction fragment length polymorphism), spoligotyping, and 24-locus mycobacterial interspersed repetitive unit-variable number of repeats tandem (MIRU-VNTR). Drug susceptibility tests were performed by using the proportion method and GeneXpert® MTB/RIF (Cepheid, Sunnyvale, CA). Isolates showing a phenotypic resistance profile were submitted to polymerase chain reaction (PCR) and sequencing. Spoligotyping showed 40 distinct patterns with a high prevalence of Latin-American and Mediterranean (LAM), Haarlem (H), and the "ill-defined" T clades. Mycobacterial interspersed repetitive unit -VNTR and IS6110-RFLP showed clustering rates of 21.3% and 30%, respectively. Drug resistance was detected in 11 (15.1%) isolates, and all were found to have primary resistance; among these, six (8.2%) isolates were streptomycin mono-resistant, four (5.4%) isoniazid mono-resistant, and one (1.3%) multidrug resistant. This is the first study on the molecular epidemiology and drug resistance profile of MTB from Roraima. Herein, we describe high diversity of genetic profiles circulating in this region that may be driven by the introduction of new strain types because of large population flow in this region. In summary, our results showed that analyses of these circulating strains can contribute to a better understanding of TB epidemiology in the northern Brazilian border and be useful to establish public health policies on TB prevention.
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Affiliation(s)
- Mariana Bento Tatara
- Laboratory of Research in Health Science, Faculty of Health Science, Federal University of Grande Dourados, Dourados, Brazil
| | - João Perdigão
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal
| | - Miguel Viveiros
- Institute of Hygiene and Tropical Medicine (IHMT), Global Health and Tropical Medicine (GHTM), University NOVA of Lisbon, Lisbon, Portugal
| | - Afrânio Kritski
- School of Medicine, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Kesia Esther da Silva
- Laboratory of Research in Health Science, Faculty of Health Science, Federal University of Grande Dourados, Dourados, Brazil
| | | | - Camila Camioli de Lima
- Laboratory of Research in Health Science, Faculty of Health Science, Federal University of Grande Dourados, Dourados, Brazil
| | - Paulo César Pereira Dos Santos
- Laboratory of Research in Health Science, Faculty of Health Science, Federal University of Grande Dourados, Dourados, Brazil
| | | | - Pedro Eduardo Almeida Silva
- Nucleus of Research in Medical Microbiology, Faculty of Medicine, Federal University of Rio Grande, Rio Grande, Brazil
| | - Pedro Gomes
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal
| | | | | | | | - Isabel Portugal
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal
| | - Julio Croda
- School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil.,Oswaldo Cruz Foundation, Campo Grande, Brazil
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Bhembe NL, Green E. Molecular epidemiological study of multidrug-resistant tuberculosis isolated from sputum samples in Eastern Cape, South Africa. INFECTION GENETICS AND EVOLUTION 2020; 80:104182. [PMID: 31923728 DOI: 10.1016/j.meegid.2020.104182] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 12/31/2019] [Accepted: 01/06/2020] [Indexed: 11/18/2022]
Abstract
Drug-resistant tuberculosis prevalence is still a global challenge. Making it imperative to examine the molecular epidemiology of drug resistant tuberculosis. Molecular epidemiology methods can evaluate transmission patterns and risk factors, ascertain transmission cases of multidrug-resistant tuberculosis (MDR-TB) and furthermore determine transmission patterns in a human populace. This work focuses on MDR-TB isolates in distinguishing them into several species and genotyping the MDR-TB isolates, mainly for epidemiological studies using the genomic regions of difference and the spoligotyping techniques. A total of 184 deoxyribonucleic acid isolated from sputum samples that showed resistance against the two major first-line anti-tuberculosis drugs (Rifampicin and Isoniazid) were examined. The deoxyribonucleic acid samples were amplified with primers specific for each flanking region of the genomic regions of difference for the identification of different MTBC species. Isolates were further characterized into different lineages using the spoligotyping commercial kit. The M. tuberculosis species was detected in 83.7% (154/184) of the deoxyribonucleic acid isolates, followed by the M. caprae in 8.7% (16/184) and the least detected species was the M. africanum in 2.2% (4/184). Nineteen spoligotype international types (SITs) were identified in this study. The pre-existing shared types were from 94.6% (174/184) isolates with 1.1% (2/184) isolates recognized as orphans and 4.3% (8/184) isolates were not found in the SITVIT database. The predominant family (spoligotype) was the Beijing with 67.4% (124/184) strains. This study gives a general overview of drug resistant strains and the circulating strains in the Eastern Cape, South Africa and it shows that the common Mycobacteria in the province is the Beijing strain.
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Affiliation(s)
- Nolwazi Londiwe Bhembe
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg, Doornfontein, 2028, South Africa.
| | - Ezekiel Green
- Department of Biotechnology and Food Technology, Faculty of Science, University of Johannesburg, Doornfontein, 2028, South Africa
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Minias A, Minias P, Czubat B, Dziadek J. Purifying Selective Pressure Suggests the Functionality of a Vitamin B12 Biosynthesis Pathway in a Global Population of Mycobacterium tuberculosis. Genome Biol Evol 2019; 10:2326-2337. [PMID: 30060031 PMCID: PMC6363050 DOI: 10.1093/gbe/evy153] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/27/2018] [Indexed: 12/20/2022] Open
Abstract
Mycobacterium tuberculosis is one of the deadliest and most challenging pathogens to study in current microbiological research. One of the issues that remains to be resolved is the importance of cobalamin in the metabolism of M. tuberculosis. The functionality of a vitamin B12 biosynthesis pathway in M. tuberculosis is under dispute, and the ability of this pathogen to scavenge vitamin B12 from the host is unknown. Here, we quantified the ratios of nonsynonymous and synonymous nucleotide substitution rates (dN/dS) in the genes involved in vitamin B12 biosynthesis and transport and in genes encoding cobalamin-dependent enzymes in nearly four thousand strains of M. tuberculosis. We showed that purifying selection is the dominant force acting on cobalamin-related genes at the levels of individual codons, genes and groups of genes. We conclude that cobalamin-related genes may not be essential but are adaptive for M. tuberculosis in clinical settings. Furthermore, the cobalamin biosynthesis pathway is likely to be functional in this species.
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Affiliation(s)
- Alina Minias
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Łódź, Poland
| | - Piotr Minias
- Department of Biodiversity Studies and Bioeducation, Faculty of Biology and Environmental Protection University of Łódź, Łódź, Poland
| | - Bożena Czubat
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Łódź, Poland.,Department of Biochemistry and Cell Biology, Faculty of Biology and Agriculture, University of Rzeszów, Rzeszów, Poland
| | - Jarosław Dziadek
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Łódź, Poland
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Somphavong S, Berland JL, Gauthier M, Vu TT, Nguyen QH, Iem V, Vongvichit P, Inthavong D, Akkhavong V, Chanthavilay P, Soundala S, Keovichit I, Paranhos-Baccalà G, Paboriboune P, Nguyen TVA, Bañuls AL. First insights into the genetic characteristics and drug resistance of Mycobacterium tuberculosis population collected during the first national tuberculosis prevalence survey of Lao PDR (2010-2011). BMC Infect Dis 2019; 19:851. [PMID: 31615439 PMCID: PMC6794770 DOI: 10.1186/s12879-019-4435-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 08/30/2019] [Indexed: 01/27/2023] Open
Abstract
Background In Lao People’s Democratic Republic (PDR), tuberculosis (TB) prevalence was estimated at 540/100,000 in 2011. Nevertheless, little is known about the genetic characteristics and anti-TB drug resistance of the Mycobacterium tuberculosis population. The main objective of this work was to study the genetic characteristics and drug resistance of M. tuberculosis population collected during the first National TB Prevalence Survey (TBPS) of Lao PDR (2010–2011). Methods Two hundred and twenty two isolates collected during TBPS (2010–2011) were analyzed with the GenoType MTBDRplus test for M. tuberculosis identification and drug resistance detection. Then, 206 of the 222 isolates were characterized by spoligotyping and MIRU-VNTR typing. Results Among the 222 M. tuberculosis isolates, 11 were mono-resistant to isoniazid and 2 were resistant to isoniazid and rifampicin (MDR-TB), using the GenoType MTBDRplus test. Among the 202 genetically characterized isolates, the East African-Indian (EAI) family was predominant (76.7%) followed by the Beijing (14.4%) and T (5.5%) families. EAI isolates came from all the country provinces, whereas Beijing isolates were found mainly in the northern and central provinces. A higher proportion of Beijing isolates was observed in people younger than 35 years compared to EAI. Moreover, the percentage of drug resistance was higher among Beijing (17.2%) than EAI (5.2%) isolates, and the two MDR-TB isolates belonged to the Beijing family. Combined analysis of the MIRU-VNTR and spoligotyping results (n = 202 isolates) revealed an estimated clustering rate of 11% and the occurrence of mini-outbreaks of drug-resistant TB caused by Beijing genotypes. Conclusions The EAI family, the ancient and endemic family in Asia, is predominant in Lao PDR whereas the prevalence of Beijing, the most harmful M. tuberculosis family for humans, is still low, differently from neighboring countries. However, its association with drug resistance, its presence in young patients and its potential association with recent transmission suggest that the Beijing family could change TB epidemiological pattern in Lao PDR. Therefore, efficient TB control and surveillance systems must be maintained and reinforced to prevent the emergence of highly transmissible and drug-resistant strains in Lao PDR, as observed in neighboring countries. Electronic supplementary material The online version of this article (10.1186/s12879-019-4435-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Silaphet Somphavong
- Centre d'Infectiologie Lao-Christophe Mérieux, Vientiane, Lao PDR. .,MIVEGEC (IRD-CNRS-Université de Montpellier), Centre IRD, Montpellier, France. .,LMI "Drug Resistance in South East Asia, DRISA", Hanoi, Vietnam.
| | - Jean-Luc Berland
- Laboratoire des Pathogènes Émergents, Fondation Mérieux, Lyon, France
| | - Marie Gauthier
- Laboratoire des Pathogènes Émergents, Fondation Mérieux, Lyon, France
| | - Thi Thuong Vu
- Department of Bacteriology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Quang Huy Nguyen
- LMI "Drug Resistance in South East Asia, DRISA", Hanoi, Vietnam.,Department of Pharmacological, Medical and Agronomical Biotechnology, University of Science and Technology of Hanoi, Academy of Science and Technology, Hanoi, Vietnam
| | - Vibol Iem
- National reference laboratory for tuberculosis, Vientiane, Lao PDR
| | | | - Donekham Inthavong
- National reference laboratory for tuberculosis, Vientiane, Lao PDR.,National Tuberculosis Control Program, Vientiane, Lao PDR
| | | | | | | | | | | | | | - Thi Van Anh Nguyen
- Department of Bacteriology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Anne-Laure Bañuls
- MIVEGEC (IRD-CNRS-Université de Montpellier), Centre IRD, Montpellier, France.,LMI "Drug Resistance in South East Asia, DRISA", Hanoi, Vietnam
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10
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Díaz Acosta CC, Russomando G, Candia N, Ritacco V, Vasconcellos SEG, de Berrêdo Pinho Moreira M, de Romero NJ, Morcillo N, De Waard JH, Gomes HM, Suffys PN. Exploring the "Latin American Mediterranean" family and the RD Rio lineage in Mycobacterium tuberculosis isolates from Paraguay, Argentina and Venezuela. BMC Microbiol 2019; 19:131. [PMID: 31195979 PMCID: PMC6567603 DOI: 10.1186/s12866-019-1479-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 05/07/2019] [Indexed: 11/21/2022] Open
Abstract
Background The Latin American & Mediterranean (LAM) spoligotype family is one of the most successful genotype of Mycobacterium tuberculosis worldwide and particularly prevalent in South-America. Within this family, a sublineage named Region of Difference Rio (RDRio) was reported initially in Brazil and is characterized by a genomic deletion of about 26.3 kb. This lineage seems to show a specific adaptation to the Euro-Latin American population. In this context, we sought to evaluate the LAM family and the presence of the RDRio genotype in samples from three Latin American countries including Paraguay, Venezuela and Argentina. To detect LAM strains reliably we applied a typing scheme using spoligotyping, 12 loci MIRU-VNTR, the Ag85C103 SNP and the regions of difference RDRio and RD174. IS6110-RFLP results were also used when available. Results Genotyping of 413 M. tuberculosis isolates from three Latin-American countries detected LAM (46%) and the ill-defined T clade (16%) as the most frequent families. The highest clustering rate was detected in the sample population from the city of Caracas in Venezuela. We observed considerable differences in the presence of the RDRio lineage, with high frequency in Caracas-Venezuela (55%) and low frequency in Buenos Aires-Argentina (11%) and Paraguay (10%). The molecular markers (RD174, Ag85C103, MIRU02-MIRU40 signature) of the RDRio lineage were essentially confirmed. For the LAM family, the most polymorphic loci were MIRU40, MIRU31, MIRU10, MIRU26, MIRU16 and the least polymorphic MIRU24, MIRU20, MIRU04, MIRU23. Conclusions Our results suggest a differential adaptation of LAM-sublineages in neighboring populations and that RDRio strains spread regionally with different rates of distribution. The Ag85C SNP and RDs (RD174, RDRio) tested in this study can in fact facilitate molecular epidemiological studies of LAM strains in endemic settings and low-income countries. Electronic supplementary material The online version of this article (10.1186/s12866-019-1479-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Chyntia Carolina Díaz Acosta
- Departamento de Biología Molecular y Biotecnología. Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Asunción, Asunción, Paraguay.,Laboratório de Biologia Molecular aplicada às Micobactérias, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Graciela Russomando
- Departamento de Biología Molecular y Biotecnología. Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Asunción, Asunción, Paraguay
| | - Norma Candia
- Departamento de Biología Molecular y Biotecnología. Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Asunción, Asunción, Paraguay
| | - Viviana Ritacco
- Servicio de Micobacterias, Instituto Nacional de Enfermedades Infecciosas, ANLIS "Carlos G. Malbran", Buenos Aires, Argentina
| | - Sidra E G Vasconcellos
- Laboratório de Biologia Molecular aplicada às Micobactérias, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, 21045-900, Brazil
| | | | | | - Nora Morcillo
- Instituto Nacional de Enfermedades Respiratorias Emilio Coni, Buenos Aires, Argentina
| | - Jacobus Henri De Waard
- Laboratorio de Tuberculosis, Instituto de Biomedicina, Caracas, Venezuela.,Present Address: One Health Research Group. Facultad de Ciencias de la Salud, Universidad de Las Américas (UDLA), Quito, Ecuador
| | - Harrison Magdinier Gomes
- Laboratório de Biologia Molecular aplicada às Micobactérias, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Philip Noel Suffys
- Laboratório de Biologia Molecular aplicada às Micobactérias, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, 21045-900, Brazil.
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11
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Cohen KA, Manson AL, Abeel T, Desjardins CA, Chapman SB, Hoffner S, Birren BW, Earl AM. Extensive global movement of multidrug-resistant M. tuberculosis strains revealed by whole-genome analysis. Thorax 2019; 74:882-889. [PMID: 31048508 PMCID: PMC6788793 DOI: 10.1136/thoraxjnl-2018-211616] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 01/28/2019] [Accepted: 02/25/2019] [Indexed: 11/22/2022]
Abstract
Background While the international spread of multidrug-resistant (MDR) Mycobacterium tuberculosis strains is an acknowledged public health threat, a broad and more comprehensive examination of the global spread of MDR-tuberculosis (TB) using whole-genome sequencing has not yet been performed. Methods In a global dataset of 5310 M. tuberculosis whole-genome sequences isolated from five continents, we performed a phylogenetic analysis to identify and characterise clades of MDR-TB with respect to geographic dispersion. Results Extensive international dissemination of MDR-TB was observed, with identification of 32 migrant MDR-TB clades with descendants isolated in 17 unique countries. Relatively recent movement of strains from both Beijing and non-Beijing lineages indicated successful global spread of varied genetic backgrounds. Migrant MDR-TB clade members shared relatively recent common ancestry, with a median estimate of divergence of 13–27 years. Migrant extensively drug-resistant (XDR)-TB clades were not observed, although development of XDR-TB within migratory MDR-TB clades was common. Conclusions Application of genomic techniques to investigate global MDR migration patterns revealed extensive global spread of MDR clades between countries of varying TB burden. Further expansion of genomic studies to incorporate isolates from diverse global settings into a single analysis, as well as data sharing platforms that facilitate genomic data sharing across country lines, may allow for future epidemiological analyses to monitor for international transmission of MDR-TB. In addition, efforts to perform routine whole-genome sequencing on all newly identified M. tuberculosis, like in England, will serve to better our understanding of the transmission dynamics of MDR-TB globally.
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Affiliation(s)
- Keira A Cohen
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Abigail L Manson
- Broad Institute of Harvard and M.I.T, Cambridge, Massachusetts, USA
| | - Thomas Abeel
- Broad Institute of Harvard and M.I.T, Cambridge, Massachusetts, USA.,Delft Bioinformatics Lab, Technische Universiteit Delft Faculteit Technische Natuurwetenschappen, Delft, Netherlands
| | | | - Sinead B Chapman
- Broad Institute of Harvard and M.I.T, Cambridge, Massachusetts, USA
| | - Sven Hoffner
- Department of Public Health Sciences, Karolinska Institute, Stockholm, Sweden
| | - Bruce W Birren
- Broad Institute of Harvard and M.I.T, Cambridge, Massachusetts, USA
| | - Ashlee M Earl
- Broad Institute of Harvard and M.I.T, Cambridge, Massachusetts, USA
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12
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Weerasekera D, Pathirane H, Madegedara D, Dissanayake N, Thevanesam V, Magana-Arachchi DN. Evaluation of the 15 and 24-loci MIRU-VNTR genotyping tools with spoligotyping in the identification of Mycobacterium tuberculosis strains and their genetic diversity in molecular epidemiology studies. Infect Dis (Lond) 2019; 51:206-215. [PMID: 30689510 DOI: 10.1080/23744235.2018.1551619] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Abstract
BACKGROUND The transmission dynamics of Mycobacterium tuberculosis (Mtb) using various genotyping tools has been studied globally and a particular tool for genotyping Mtb is the mycobacterial interspersed repetitive units-variable number tandem repeats (MIRU-VNTR). Tuberculosis (TB) remains an important public health problem worldwide and Sri Lanka being a country of tourist destination; because of major development projects undergoing, it has a high proportion of tourists and immigrants from Asia and Europe that are characterized with highest TB incidences and drug-resistant clinical isolates. Hence, in order to address the question of Mtb genetic diversity, we investigated the discriminatory power of both MIRU-VNTR typing of 15 and 24 loci with spoligotyping to differentiate Mtb isolates. METHOD Acid-fast bacilli positive sputum samples (n = 150) from first visit patients were collected. Decontamination of sputum and extraction of genomic DNA were carried out using standard techniques. The isolates were characterized by MIRU-VNTR for both the 15 and 24 loci and spoligotyping. RESULTS In our study population, MIRU-VNTR 15 and 24 loci did not show a significant difference among the identified M. tuberculosis strains. However, MIRU 24 loci yielded an additional strain LAM, which is of T1 origin. 15 loci strain grouping had more clusters of strains grouped together while 24 loci differentiated the same cluster of strains into distinct strain types. CONCLUSION We conclude that the use of 15-locus MIRU-VNTR typing is sufficient for a first-line epidemiological study to genotype M. tuberculosis, but the additional discriminatory power of 24 loci MIRU-VNTR has been able to differentiate samples within highly homologous groups.
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Affiliation(s)
| | | | | | - Neranjan Dissanayake
- c Consultant Respiratory Unit , District General Hospital , Nuwara-Eliya , Sri Lanka
| | - Vasanthi Thevanesam
- d Department of Microbiology, Faculty of Medicine , University of Peradeniya , Peradeniya , Sri Lanka
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13
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Chawla K, Kumar A, Shenoy VP, Chauhan DS, Sharma P. Genetic diversity of Mycobacterium tuberculosis in south coastal Karnataka, India, using spoligotyping. Indian J Med Res 2018; 147:278-286. [PMID: 29923517 PMCID: PMC6022373 DOI: 10.4103/ijmr.ijmr_2026_16] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background & objectives: Despite high occurrence of tuberculosis in India very little information is available about the genetic diversity of Mycobacterium tuberculosis isolates prevailing in coastal Karnataka, India. Thus, the present study was undertaken to explore the genetic biodiversity of M. tuberculosis isolates prevailing in south coastal region of Karnataka (Udupi District), India. Methods: A total of 111 Mycobacterial isolates were cultured in Lowenstein Jensen (LJ) medium and after obtaining growth, DNA was extracted and spoligotyping was performed. SITVIT WEB database was used to locate families of spoligotypes. Results: On analyzing the hybridization results of all 111 isolates on SITVIT WEB database 57 (51.35%) isolates were clustered into 11 Spoligotype International Types (SIT). The largest cluster of 14 (12.61%) isolates was SIT-48 (EAI1-SOM), followed by SIT-1942 (CAS1-Delhi) with 11 isolates (9.9%) and SIT-11 with seven (6.30%). Moreover, 23 isolates (20.72%) had unique spoligotypes and 31 (27.92%) were orphans. Spotclust analysis revealed that majority (67%) of orphan isolates were variants of CAS (37%) and EAI-5 (34%). Interpretation & conclusions: The present study revealed high biodiversity among the circulating isolates of M. tuberculosis in this region with the presence of mixed genotypes earlier reported from north and south India along with certain new genotypes with unique SITs. The study highlights the need for further longitudinal studies to explore the genetic diversity and to understand the transmission dynamics of prevailing isolates.
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Affiliation(s)
- Kiran Chawla
- Department of Microbiology, Kasturba Medical College, MAHE, Manipal, India
| | - Ajay Kumar
- Department of Microbiology, Kasturba Medical College, MAHE, Manipal, India
| | | | - Devendra Singh Chauhan
- Department of Microbiology & Molecular Biology, ICMR-National JALMA Institute for Leprosy & other Mycobacterial Diseases, Agra, India
| | - Pragya Sharma
- Department of Microbiology & Molecular Biology, ICMR-National JALMA Institute for Leprosy & other Mycobacterial Diseases, Agra, India
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14
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Characterization of Mutations Conferring Resistance to Rifampin in Mycobacterium tuberculosis Clinical Strains. Antimicrob Agents Chemother 2018; 62:AAC.01093-18. [PMID: 30061294 DOI: 10.1128/aac.01093-18] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 07/26/2018] [Indexed: 11/20/2022] Open
Abstract
Resistance of Mycobacterium tuberculosis to rifampin (RMP), mediated by mutations in the rpoB gene coding for the beta-subunit of RNA polymerase, poses a serious threat to the efficacy of clinical management and, thus, control programs for tuberculosis (TB). The contribution of many individual rpoB mutations to the development and level of RMP resistance remains elusive. In this study, the incidence of mutations throughout the rpoB gene among 115 Mycobacterium tuberculosis clinical isolates, both resistant and susceptible to RMP, was determined. Of the newly discovered rpoB mutations, the role of three substitutions in the causation of RMP resistance was empirically tested. The results from in vitro mutagenesis experiments were combined with the assessment of the prevalence of rpoB mutations, and their reciprocal co-occurrences, across global M. tuberculosis populations. Twenty-two different types of mutations in the rpoB gene were identified and distributed among 58 (89.2%) RMP-resistant strains. The MICs of RMP were within the range of 40 to 800 mg/liter, with MIC50 and MIC90 values of 400 and 800 mg/liter, respectively. None of the mutations (Gln429His, Met434Ile, and Arg827Cys) inspected for their role in the development of RMP resistance produced an RMP-resistant phenotype in isogenic M. tuberculosis H37Rv strain-derived mutants. These mutations are supposed to compensate for fitness impairment incurred by other mutations directly associated with drug resistance.
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15
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de Almeida AL, Scodro RBDL, de Carvalho HC, Costacurta GF, Baldin VP, Santos NCS, Ghiraldi-Lopes LD, Campanerut-Sá PAZ, Siqueira VLD, Caleffi-Ferracioli KR, Shibata FK, Sprada A, Cardoso RF. RD RioMycobacterium tuberculosis lineage in the Brazil/Paraguay/Argentina triple border. Tuberculosis (Edinb) 2018; 110:68-78. [PMID: 29779776 DOI: 10.1016/j.tube.2018.03.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 03/22/2018] [Accepted: 03/24/2018] [Indexed: 10/17/2022]
Abstract
The high tuberculosis (TB) incidence rates, the closeness of the cities and the high migration flux on the Brazil/Paraguay/Argentina border deserves an in-depth study, using Mycobacterial Interspersed Repetitive Unit (MIRU) and Spoligotyping genetic markers to explore the impact of the Mycobacterium tuberculosis RDRio lineage on disease transmission and resistance to anti-TB drugs in this setting. Although without the totality of M. tuberculosis isolates causing TB in this studied setting, a number of 97 isolates obtained from sputa samples culture of patients with confirmed TB, from 2013 to 2015, were submitted to 24 loci MIRU, Spoligotyping, detection of RDRio lineage and detection of mutation related to isoniazid and rifampicin resistance by MTBDRplus/DNA STRIP. In this sample, it was observed high clonal variability of circulating M. tuberculosis isolates causing TB in Brazilian cities bordering Paraguay and Argentina. The percentage of RDRio lineage causing TB in this setting was 15.46%, and lower than the detected in different areas of Brazil. According to 24 loci MIRU, the major MIRU International Type (MIT) related with RDRio lineage were MIT 26, MIT 738, MIT 601 with four, two and one isolates, respectively. Eight isolates with RDRio marker were classified as orphans. The mainly Spoligofamily related with RDRio lineage was LAM1 and LAM9 and no relationship between RDRio lineage and resistance in M. tuberculosis isolates circulating in this setting could be established. This work is pioneer in studying the dynamics of RDRio lineage transmission on the Brazil/Paraguay/Argentina border and deserves further studies to analyze the real contribution of the RDRio lineage in outbreaks and the risk of significant development of MDR-TB in the setting studied.
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Affiliation(s)
- Aryadne Larissa de Almeida
- Programa de Pós-Graduação em Biociências e Fisiopatologia, Universidade Estadual de Maringá, PR, Brazil.
| | - Regiane Bertin de Lima Scodro
- Departamento de Análises Clínicas e Biomedicina, Universidade Estadual de Maringá, PR, Brazil; Programa de Pós-Graduação em Ciências da Saúde, Universidade Estadual de Maringá, PR, Brazil.
| | - Hayalla Corrêa de Carvalho
- Programa de Pós-Graduação em Biociências e Fisiopatologia, Universidade Estadual de Maringá, PR, Brazil.
| | | | - Vanessa Pietrowski Baldin
- Programa de Pós-Graduação em Biociências e Fisiopatologia, Universidade Estadual de Maringá, PR, Brazil.
| | | | | | | | - Vera Lucia Dias Siqueira
- Programa de Pós-Graduação em Biociências e Fisiopatologia, Universidade Estadual de Maringá, PR, Brazil; Departamento de Análises Clínicas e Biomedicina, Universidade Estadual de Maringá, PR, Brazil.
| | | | | | | | - Rosilene Fressatti Cardoso
- Programa de Pós-Graduação em Biociências e Fisiopatologia, Universidade Estadual de Maringá, PR, Brazil; Departamento de Análises Clínicas e Biomedicina, Universidade Estadual de Maringá, PR, Brazil; Programa de Pós-Graduação em Ciências da Saúde, Universidade Estadual de Maringá, PR, Brazil.
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16
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Peres RL, Vinhas SA, Ribeiro FKC, Palaci M, do Prado TN, Reis-Santos B, Zandonade E, Suffys PN, Golub JE, Riley LW, Maciel EL. Risk factors associated with cluster size of Mycobacterium tuberculosis (Mtb) of different RFLP lineages in Brazil. BMC Infect Dis 2018; 18:71. [PMID: 29422032 PMCID: PMC5806441 DOI: 10.1186/s12879-018-2969-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2016] [Accepted: 01/17/2018] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Tuberculosis (TB) transmission is influenced by patient-related risk, environment and bacteriological factors. We determined the risk factors associated with cluster size of IS6110 RFLP based genotypes of Mycobacterium tuberculosis (Mtb) isolates from Vitoria, Espirito Santo, Brazil. METHODS Cross-sectional study of new TB cases identified in the metropolitan area of Vitoria, Brazil between 2000 and 2010. Mtb isolates were genotyped by the IS6110 RFLP, spoligotyping and RDRio. The isolates were classified according to genotype cluster sizes by three genotyping methods and associated patient epidemiologic characteristics. Regression Model was performed to identify factors associated with cluster size. RESULTS Among 959 Mtb isolates, 461 (48%) cases had an isolate that belonged to an RFLP cluster, and six clusters with ten or more isolates were identified. Of the isolates spoligotyped, 448 (52%) were classified as LAM and 412 (48%) as non-LAM. Our regression model found that 6-9 isolates/RFLP cluster were more likely belong to the LAM family, having the RDRio genotype and to be smear-positive (adjusted OR = 1.17, 95% CI 1.08-1.26; adjusted OR = 1.25, 95% CI 1.14-1.37; crude OR = 2.68, 95% IC 1.13-6.34; respectively) and living in a Serra city neighborhood decrease the risk of being in the 6-9 isolates/RFLP cluster (adjusted OR = 0.29, 95% CI, 0.10-0.84), than in the others groups. Individuals aged 21 to 30, 31 to 40 and > 50 years were less likely of belonging the 2-5 isolates/RFLP cluster than unique patterns compared to individuals < 20 years of age (adjusted OR = 0.49, 95% CI 0.28-0.85, OR = 0.43 95% CI 0.24-0.77and OR = 0. 49, 95% CI 0.26-0.91), respectively. The extrapulmonary disease was less likely to occur in those infected with strains in the 2-5 isolates/cluster group (adjustment OR = 0.45, 95% CI 0.24-0.85) than unique patterns. CONCLUSIONS We found that a large proportion of new TB infections in Vitoria is caused by prevalent Mtb genotypes belonging to the LAM family and RDRio genotypes. Such information demonstrates that some genotypes are more likely to cause recent transmission. Targeting interventions such as screening in specific areas and social risk groups, should be a priority for reducing transmission.
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Affiliation(s)
- Renata Lyrio Peres
- Núcleo de Doenças Infecciosas, Universidade Federal do Espírito Santo, Vitória, Espirito Santo, Brazil
- Laboratório de Epidemiologia da Universidade Federal do Espírito Santo, Av. Marechal Campos, 1468- Maruípe-, Vitória, ES Brazil
| | - Solange Alves Vinhas
- Núcleo de Doenças Infecciosas, Universidade Federal do Espírito Santo, Vitória, Espirito Santo, Brazil
| | | | - Moisés Palaci
- Núcleo de Doenças Infecciosas, Universidade Federal do Espírito Santo, Vitória, Espirito Santo, Brazil
| | - Thiago Nascimento do Prado
- Laboratório de Epidemiologia da Universidade Federal do Espírito Santo, Av. Marechal Campos, 1468- Maruípe-, Vitória, ES Brazil
| | - Bárbara Reis-Santos
- Laboratório de Epidemiologia da Universidade Federal do Espírito Santo, Av. Marechal Campos, 1468- Maruípe-, Vitória, ES Brazil
- Programa de Pós-Graduação em Epidemiologia, Universidade Federal de Pelotas, Pelotas, Brazil
| | - Eliana Zandonade
- Laboratório de Epidemiologia da Universidade Federal do Espírito Santo, Av. Marechal Campos, 1468- Maruípe-, Vitória, ES Brazil
| | - Philip Noel Suffys
- Laboratório de Biologia Molecular Aplicada a Micobactérias, Instituto Oswaldo Cruz – FioCruz, Rio de Janeiro, Brazil
| | | | - Lee W. Riley
- Division of Infectious Disease and Vaccinology, School of Public Health, University of California, Berkeley, CA USA
| | - Ethel Leonor Maciel
- Laboratório de Epidemiologia da Universidade Federal do Espírito Santo, Av. Marechal Campos, 1468- Maruípe-, Vitória, ES Brazil
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17
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Rosenthal A, Gabrielian A, Engle E, Hurt DE, Alexandru S, Crudu V, Sergueev E, Kirichenko V, Lapitskii V, Snezhko E, Kovalev V, Astrovko A, Skrahina A, Taaffe J, Harris M, Long A, Wollenberg K, Akhundova I, Ismayilova S, Skrahin A, Mammadbayov E, Gadirova H, Abuzarov R, Seyfaddinova M, Avaliani Z, Strambu I, Zaharia D, Muntean A, Ghita E, Bogdan M, Mindru R, Spinu V, Sora A, Ene C, Vashakidze S, Shubladze N, Nanava U, Tuzikov A, Tartakovsky M. The TB Portals: an Open-Access, Web-Based Platform for Global Drug-Resistant-Tuberculosis Data Sharing and Analysis. J Clin Microbiol 2017; 55:3267-3282. [PMID: 28904183 PMCID: PMC5654911 DOI: 10.1128/jcm.01013-17] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 09/01/2017] [Indexed: 11/20/2022] Open
Abstract
The TB Portals program is an international consortium of physicians, radiologists, and microbiologists from countries with a heavy burden of drug-resistant tuberculosis working with data scientists and information technology professionals. Together, we have built the TB Portals, a repository of socioeconomic/geographic, clinical, laboratory, radiological, and genomic data from patient cases of drug-resistant tuberculosis backed by shareable, physical samples. Currently, there are 1,299 total cases from five country sites (Azerbaijan, Belarus, Moldova, Georgia, and Romania), 976 (75.1%) of which are multidrug or extensively drug resistant and 38.2%, 51.9%, and 36.3% of which contain X-ray, computed tomography (CT) scan, and genomic data, respectively. The top Mycobacterium tuberculosis lineages represented among collected samples are Beijing, T1, and H3, and single nucleotide polymorphisms (SNPs) that confer resistance to isoniazid, rifampin, ofloxacin, and moxifloxacin occur the most frequently. These data and samples have promoted drug discovery efforts and research into genomics and quantitative image analysis to improve diagnostics while also serving as a valuable resource for researchers and clinical providers. The TB Portals database and associated projects are continually growing, and we invite new partners and collaborations to our initiative. The TB Portals data and their associated analytical and statistical tools are freely available at https://tbportals.niaid.nih.gov/.
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Affiliation(s)
- Alex Rosenthal
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Andrei Gabrielian
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Eric Engle
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Darrell E Hurt
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Sofia Alexandru
- Phthysiopneumology Institute, Ministry of Health, Chisinau, Republic of Moldova
| | - Valeriu Crudu
- Phthysiopneumology Institute, Ministry of Health, Chisinau, Republic of Moldova
| | - Eugene Sergueev
- United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Republic of Belarus
| | - Valery Kirichenko
- United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Republic of Belarus
| | - Vladzimir Lapitskii
- United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Republic of Belarus
| | - Eduard Snezhko
- United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Republic of Belarus
| | - Vassili Kovalev
- United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Republic of Belarus
| | - Andrei Astrovko
- Republican Scientific and Practical Centre of Pulmonology and Tuberculosis, Ministry of Health, Minsk, Republic of Belarus
| | - Alena Skrahina
- Republican Scientific and Practical Centre of Pulmonology and Tuberculosis, Ministry of Health, Minsk, Republic of Belarus
| | - Jessica Taaffe
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Michael Harris
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Alyssa Long
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Kurt Wollenberg
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
| | - Irada Akhundova
- Scientific Research Institute of Lung Diseases, Ministry of Health, Baku, Republic of Azerbaijan
| | - Sharafat Ismayilova
- Scientific Research Institute of Lung Diseases, Ministry of Health, Baku, Republic of Azerbaijan
| | | | - Elcan Mammadbayov
- Scientific Research Institute of Lung Diseases, Ministry of Health, Baku, Republic of Azerbaijan
| | - Hagigat Gadirova
- Scientific Research Institute of Lung Diseases, Ministry of Health, Baku, Republic of Azerbaijan
| | - Rafik Abuzarov
- Scientific Research Institute of Lung Diseases, Ministry of Health, Baku, Republic of Azerbaijan
| | - Mehriban Seyfaddinova
- Scientific Research Institute of Lung Diseases, Ministry of Health, Baku, Republic of Azerbaijan
| | - Zaza Avaliani
- The National Center for Tuberculosis and Lung Diseases, Tbilisi, Republic of Georgia
| | - Irina Strambu
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Dragos Zaharia
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Alexandru Muntean
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Eugenia Ghita
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Miron Bogdan
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Roxana Mindru
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Victor Spinu
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Alexandra Sora
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Catalina Ene
- Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania
| | - Sergo Vashakidze
- The National Center for Tuberculosis and Lung Diseases, Tbilisi, Republic of Georgia
| | - Natalia Shubladze
- The National Center for Tuberculosis and Lung Diseases, Tbilisi, Republic of Georgia
| | - Ucha Nanava
- The National Center for Tuberculosis and Lung Diseases, Tbilisi, Republic of Georgia
| | - Alexander Tuzikov
- United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Republic of Belarus
| | - Michael Tartakovsky
- Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, USA
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Tyler AD, Randell E, Baikie M, Antonation K, Janella D, Christianson S, Tyrrell GJ, Graham M, Van Domselaar G, Sharma MK. Application of whole genome sequence analysis to the study of Mycobacterium tuberculosis in Nunavut, Canada. PLoS One 2017; 12:e0185656. [PMID: 28982116 PMCID: PMC5628838 DOI: 10.1371/journal.pone.0185656] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 09/15/2017] [Indexed: 11/19/2022] Open
Abstract
Canada has one of the lowest rates of tuberculosis (TB) in the world, however, among certain sub-populations, disease incidence rates approach those observed in sub-Saharan Africa, and other high incidence regions. In this study, we applied mycobacterial interspersed repetitive unit (MIRU) variable number of tandem repeat (VNTR) and whole genome sequencing (WGS) to the analysis of Mycobacterium tuberculosis isolates obtained from Northern communities in the territory of Nunavut. WGS was carried out using the Illumina MiSeq, with identified variants used to infer phylogenetic relationships and annotated to infer functional implications. Additionally, the sequencing data from these isolates were augmented with publically available WGS to evaluate data from the Nunavut outbreak in the broader Canadian context. In this study, isolates could be classified into four major clusters by MIRU-VNTR analysis. These could be further resolved into sub-clusters using WGS. No evidence for antimicrobial resistance, either genetic or phenotypic, was observed in this cohort. Among most subjects with multiple samples, reactivation/incomplete treatment likely contributed to recurrence. However, isolates from two subjects appeared more likely to have occurred via reinfection, based on the large number of genomic single nucleotide variants detected. Finally, although quite distinct from previously reported Canadian MTB strains, isolates obtained from Nunavut clustered most closely with a cohort of samples originating in the Nunavik region of Northern Quebec. This study demonstrates the benefit of using WGS for discriminatory analysis of MTB in Canada, especially in high incidence regions. It further emphasizes the importance of focusing epidemiological intervention efforts on interrupting transmission chains of endemic TB throughout Northern communities, rather than relying on strategies applied in regions where the majority of TB cases result from importation of foreign strains.
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Affiliation(s)
- Andrea D. Tyler
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | | | | | - Kym Antonation
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | - Debra Janella
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | - Sara Christianson
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | - Gregory J. Tyrrell
- The Division of Diagnostic and Applied Microbiology, University of Alberta, Edmonton, Alberta, Canada
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
- The Provincial Laboratory for Public Health (Microbiology), Edmonton, Alberta, Canada
| | - Morag Graham
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
- Department of Medical Microbiology & Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Gary Van Domselaar
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
- Department of Medical Microbiology & Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Computer Science, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Meenu K. Sharma
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
- Department of Medical Microbiology & Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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Kumar G, Shankar H, Sharma D, Sharma P, Bisht D, Katoch VM, Joshi B. Proteomics of Culture Filtrate of Prevalent Mycobacterium tuberculosis Strains: 2D-PAGE Map and MALDI-TOF/MS Analysis. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2017; 22:1142-1149. [PMID: 28683213 DOI: 10.1177/2472555217717639] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Although diverse efforts have been done to identify biomarkers for control of tuberculosis using laboratory strain Mycobacterium tuberculosis H37Rv, the disease still poses a threat to mankind. There are many emerging M. tuberculosis strains, and proteomic profiling of these strains might be important to find out potential targets for diagnosis and/or prevention of tuberculosis. We evaluated the comparative proteomic profiling of culture filtrate (CF) proteins from prevalent M. tuberculosis strains (Central Asian or Delhi type; CAS1_Del, East African-Indian; EAI-3 and Beijing family) by 2D polyacrylamide gel electrophoresis and matrix-assisted laser desorption ionization-time-of-flight mass spectrometry. As a result, we could identify 12 CF proteins (Rv0066c, Rv1310, Rv3375, Rv1415, Rv0567, Rv1886c, Rv3803c, Rv3804c, Rv2031c, Rv1038c, Rv2809, and Rv1911c), which were consistently increased in all prevalent M. tuberculosis strains, and interestingly, two CF proteins (Rv2809, Rv1911c) were identified with unknown functions. Consistent increased intensity of these proteins suggests their critical role for survival of prevalent M. tuberculosis isolates, and some of these proteins may also have potential as diagnostic and vaccine candidates for tuberculosis, which needs to be further explored by immunological analysis.
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Affiliation(s)
- Gavish Kumar
- Department of Immunology, National JALMA Institute for Leprosy and Other Mycobacterial Diseases (ICMR), Taj Ganj, Agra, Uttar Pradesh, India
- Department of Microbiology, National Institute of Tuberculosis and Respiratory Diseases, Sri Aurobindo Marg, New Delhi, India
| | - Hari Shankar
- Department of Immunology, National JALMA Institute for Leprosy and Other Mycobacterial Diseases (ICMR), Taj Ganj, Agra, Uttar Pradesh, India
| | - Divakar Sharma
- Department of Biochemistry, National JALMA Institute for Leprosy and Other Mycobacterial Diseases (ICMR), Taj Ganj, Agra, Uttar Pradesh, India
| | - Prashant Sharma
- Department of Biochemistry, National JALMA Institute for Leprosy and Other Mycobacterial Diseases (ICMR), Taj Ganj, Agra, Uttar Pradesh, India
| | - Deepa Bisht
- Department of Biochemistry, National JALMA Institute for Leprosy and Other Mycobacterial Diseases (ICMR), Taj Ganj, Agra, Uttar Pradesh, India
| | - Vishwa M Katoch
- Department of Health Research (Ministry of Health and Family Welfare), Indian Council of Medical Research, V. Ramalingaswami Bhawan, Ansari Nagar, New Delhi, India
| | - Beenu Joshi
- Department of Immunology, National JALMA Institute for Leprosy and Other Mycobacterial Diseases (ICMR), Taj Ganj, Agra, Uttar Pradesh, India
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Sanoussi CN, Affolabi D, Rigouts L, Anagonou S, de Jong B. Genotypic characterization directly applied to sputum improves the detection of Mycobacterium africanum West African 1, under-represented in positive cultures. PLoS Negl Trop Dis 2017; 11:e0005900. [PMID: 28863143 PMCID: PMC5599059 DOI: 10.1371/journal.pntd.0005900] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 09/14/2017] [Accepted: 08/23/2017] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND This study aimed to compare the prevalence of Mycobacterium tuberculosis complex (MTBc) lineages between direct genotyping (on sputum) and indirect genotyping (on culture), to characterize potential culture bias against difficult growers. METHODOLOGY/PRINCIPAL FINDINGS Smear-positive sputa from consecutive new tuberculosis patients diagnosed in Cotonou, (Benin) were included, before patients had started treatment. An aliquot of decontaminated sputum was used for direct spoligotyping, and another aliquot was cultured on Löwenstein Jensen (LJ) medium (90 days), for indirect spoligotyping. After DNA extraction, spoligotyping was done according to the standard method for all specimens, and patterns obtained from sputa were compared versus those from the derived culture isolates. From 199 patient's sputa, 146 (73.4%) yielded a positive culture. In total, direct spoligotyping yielded a pattern in 98.5% (196/199) of the specimens, versus 73.4% (146/199) for indirect spoligotyping on cultures. There was good agreement between sputum- and isolate derived patterns: 94.4% (135/143) at spoligotype level and 96.5% (138/143) at (sub)lineage level. Two of the 8 pairs with discrepant pattern were suggestive of mixed infection in sputum. Ancestral lineages (Lineage 1, and M. africanum Lineages 5 and 6) were less likely to grow in culture (OR = 0.30, 95%CI (0.14 to 0.64), p = 0.0016); especially Lineage 5 (OR = 0.37 95%CI (0.17 to 0.79), p = 0.010). Among modern lineages, Lineage 4 was over-represented in positive-culture specimens (OR = 3.01, 95%CI (1.4 to 6.51), p = 0.005). CONCLUSIONS/ SIGNIFICANCE Ancestral lineages, especially M. africanum West African 1 (Lineage 5), are less likely to grow in culture relative to modern lineages, especially M. tuberculosis Euro-American (Lineage 4). Direct spoligotyping on smear positive sputum is effective and efficient compared to indirect spoligotyping of cultures. It allows for a more accurate unbiased determination of the population structure of the M. tuberculosis complex. TRIAL REGISTRATION ClinicalTrials.gov NCT02744469.
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Affiliation(s)
- C. N’Dira Sanoussi
- Mycobacteriology Unit, Institute of Tropical Medicine, Antwerp, Belgium
- Laboratoire de Référence des Mycobactéries, Centre National Hospitalier Universitaire de Pneumo-Phtisiologie de Cotonou, National Tuberculosis Programme, Cotonou, Benin
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Dissou Affolabi
- Laboratoire de Référence des Mycobactéries, Centre National Hospitalier Universitaire de Pneumo-Phtisiologie de Cotonou, National Tuberculosis Programme, Cotonou, Benin
| | - Leen Rigouts
- Mycobacteriology Unit, Institute of Tropical Medicine, Antwerp, Belgium
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Séverin Anagonou
- Laboratoire de Référence des Mycobactéries, Centre National Hospitalier Universitaire de Pneumo-Phtisiologie de Cotonou, National Tuberculosis Programme, Cotonou, Benin
| | - Bouke de Jong
- Mycobacteriology Unit, Institute of Tropical Medicine, Antwerp, Belgium
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Affolabi D, Sanoussi N, Codo S, Sogbo F, Wachinou P, Massou F, Kehinde A, Anagonou S. First Insight into a Nationwide Genotypic Diversity of Mycobacterium tuberculosis among Previously Treated Pulmonary Tuberculosis Cases in Benin, West Africa. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2017; 2017:3276240. [PMID: 28713434 PMCID: PMC5497642 DOI: 10.1155/2017/3276240] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 05/18/2017] [Accepted: 05/28/2017] [Indexed: 11/17/2022]
Abstract
BACKGROUND Molecular studies on tuberculosis (TB) are rare in low-resource countries like Benin, where data on molecular study on previously treated TB cases is unavailable. MATERIALS AND METHODS From January to December 2014, all smear- and culture-positive previously treated pulmonary TB patients from all TB clinics were systematically recruited. Drug susceptibility testing and spoligotyping were performed on all isolates. RESULTS Of the 100 patients recruited, 71 (71.0%) were relapse cases and 24 (24.0%) were failure cases, while 5 (5.0%) were default cases. Resistance rate to any first-line drug was 40.0%, while 12.0% of strains were multidrug-resistant (MDR) and no strain was extensively drug-resistant (XDR). A total of 40 distinct spoligotypes were found to be corresponding to a genotypic diversity of 40.0%. ST61 was the most predominant spoligotype with prevalence of 33.0%. In all, 31 single spoligotypes and nine clusters were observed with 2 to 33 strains per cluster giving a clustering rate of 69.0%. Euro-American (Lineage 4) was the most prevalent lineage (74.0%) and Lineage 2 was associated with resistance to streptomycin. CONCLUSION This first insight into genetic diversity of previously treated pulmonary TB patients in Benin showed a relatively high genetic diversity of Mycobacterium tuberculosis.
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Affiliation(s)
- Dissou Affolabi
- Faculty of Health Sciences, Abomey-Calavi University, Cotonou, Benin
- National Reference Laboratory for Mycobacteria, Cotonou, Benin
| | - N'Dira Sanoussi
- National Reference Laboratory for Mycobacteria, Cotonou, Benin
| | - Sergio Codo
- Faculty of Health Sciences, Abomey-Calavi University, Cotonou, Benin
| | - Fréderic Sogbo
- Faculty of Health Sciences, Abomey-Calavi University, Cotonou, Benin
| | - Prudence Wachinou
- Faculty of Health Sciences, Abomey-Calavi University, Cotonou, Benin
| | - Faridath Massou
- Faculty of Health Sciences, Abomey-Calavi University, Cotonou, Benin
- National Reference Laboratory for Mycobacteria, Cotonou, Benin
| | - Aderemi Kehinde
- Department of Medical Microbiology & Parasitology, College of Medicine, University of Ibadan, Ibadan, Nigeria
- Department of Medical Microbiology & Parasitology, University College Hospital, Ibadan, Nigeria
| | - Séverin Anagonou
- Faculty of Health Sciences, Abomey-Calavi University, Cotonou, Benin
- National Reference Laboratory for Mycobacteria, Cotonou, Benin
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Desikan P, Chauhan DS, Sharma P, Panwalkar N, Chourey M, Patidar ML, Yadav P, Chandrasekaran V, Ohri BS. Genetic diversity of Mycobacterium tuberculosis isolates from central India. Indian J Med Res 2017; 143:481-6. [PMID: 27377505 PMCID: PMC4928555 DOI: 10.4103/0971-5916.184287] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background & objectives: There is a paucity of data available on genetic biodiversity of Mycobacterium tuberculosis isolates from central India. The present study was carried out on isolates of M. tuberculosis cultured from diagnostic clinical samples of patients from Bhopal, central India, using spoligotyping as a method of molecular typing. Methods: DNA was extracted from 340 isolates of M. tuberculosis from culture, confirmed as M. tuberculosis by molecular and biochemical methods and subjected to spoligotyping. The results were compared with the international SITVIT2 database. Results: Sixty five different spoligo international type (SIT) patterns were observed. A total of 239 (70.3%) isolates could be clustered into 25 SITs. The Central Asian (CAS) and East African Indian (EAI) families were found to be the two major circulating families in this region. SIT26/CAS1_DEL was identified as the most predominant type, followed by SIT11/EAI3_IND and SIT288/CAS2. Forty (11.8%) unique (non-clustered) and 61 (17.9%) orphan isolates were identified in the study. There was no significant association of clustering with clinical and demographic characteristics of patients. Interpretation & conclusions: Well established SITs were found to be predominant in our study. SIT26/CAS1_DEL was the most predominant type. However, the occurrence of a substantial number of orphan isolates may indicate the presence of active spatial and temporal evolutionary dynamics within the isolates of M. tuberculosis.
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Affiliation(s)
- Prabha Desikan
- Bhopal Memorial Hospital & Research Centre (ICMR), Bhopal, Madhya Pradesh, India
| | - D S Chauhan
- National JALMA Institute of Leprosy & Other Mycobacterial Diseases (ICMR), Agra, India
| | - Pragya Sharma
- National JALMA Institute of Leprosy & Other Mycobacterial Diseases (ICMR), Agra, India
| | - Nikita Panwalkar
- Bhopal Memorial Hospital & Research Centre (ICMR), Bhopal, Madhya Pradesh, India
| | - Manju Chourey
- Bhopal Memorial Hospital & Research Centre (ICMR), Bhopal, Madhya Pradesh, India
| | - Mohan Lal Patidar
- Bhopal Memorial Hospital & Research Centre (ICMR), Bhopal, Madhya Pradesh, India
| | - Priyanka Yadav
- National JALMA Institute of Leprosy & Other Mycobacterial Diseases (ICMR), Agra, India
| | - V Chandrasekaran
- National Institute for Research in Tuberculosis (ICMR), Chennai, India
| | - B S Ohri
- State TB Office, Directorate of Health Services, Bhopal, Madhya Pradesh, India
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Perdigão J, Clemente S, Ramos J, Masakidi P, Machado D, Silva C, Couto I, Viveiros M, Taveira N, Portugal I. Genetic diversity, transmission dynamics and drug resistance of Mycobacterium tuberculosis in Angola. Sci Rep 2017; 7:42814. [PMID: 28230095 PMCID: PMC5322374 DOI: 10.1038/srep42814] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Accepted: 01/16/2017] [Indexed: 12/02/2022] Open
Abstract
Tuberculosis (TB) poses a serious public health problem in Angola. No surveillance data on drug resistance is available and nothing is known regarding the genetic diversity and population structure of circulating Mycobacterium tuberculosis strains. Here, we have genotyped and evaluated drug susceptibility of 89 Mycobacterium tuberculosis clinical isolates from Luanda. Thirty-three different spoligotype profiles corresponding to 24 different Shared International Types (SIT) and 9 orphan profiles were detected. SIT 20 (LAM1) was the most prevalent (n = 16, 18.2%) followed by SIT 42 (LAM9; n = 15, 17.1%). Overall, the M. tuberculosis population structure in this sample was dominated by LAM (64.8%) and T (33.0%) strains. Twenty-four-loci MIRU-VNTR analysis revealed that a total of 13 isolates were grouped in 5 distinct clusters. Drug susceptibility data showed that 22 (24.7%) of the 89 clinical isolates were resistant to one or more antibacillary drugs of which 4 (4.5%) were multidrug resistant. In conclusion, this study demonstrates a high predominance of LAM strains circulating in the Luanda setting and the presence of recent transmission events. The rate and the emergence dynamics of drug resistant TB found in this sample are significant and highlight the need of further studies specifically focused on MDR-TB transmission.
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Affiliation(s)
- João Perdigão
- iMed.ULisboa - Instituto de Investigação do Medicamento, Faculdade de Farmácia, Universidade de Lisboa, Lisboa, Portugal
| | - Sofia Clemente
- Hospital da Divina Providência, Serviço de Doenças Infecciosas, Luanda, Angola
| | - Jorge Ramos
- Unidade de Microbiologia Médica, Global Health and Tropical Medicine, GHTM, Instituto de Higiene e Medicina Tropical, IHMT, Universidade Nova de Lisboa, UNL, Lisboa, Portugal
| | - Pedro Masakidi
- Hospital da Divina Providência, Serviço de Doenças Infecciosas, Luanda, Angola
| | - Diana Machado
- Unidade de Microbiologia Médica, Global Health and Tropical Medicine, GHTM, Instituto de Higiene e Medicina Tropical, IHMT, Universidade Nova de Lisboa, UNL, Lisboa, Portugal
| | - Carla Silva
- iMed.ULisboa - Instituto de Investigação do Medicamento, Faculdade de Farmácia, Universidade de Lisboa, Lisboa, Portugal
| | - Isabel Couto
- Unidade de Microbiologia Médica, Global Health and Tropical Medicine, GHTM, Instituto de Higiene e Medicina Tropical, IHMT, Universidade Nova de Lisboa, UNL, Lisboa, Portugal
| | - Miguel Viveiros
- Unidade de Microbiologia Médica, Global Health and Tropical Medicine, GHTM, Instituto de Higiene e Medicina Tropical, IHMT, Universidade Nova de Lisboa, UNL, Lisboa, Portugal
| | - Nuno Taveira
- iMed.ULisboa - Instituto de Investigação do Medicamento, Faculdade de Farmácia, Universidade de Lisboa, Lisboa, Portugal.,Centro de Investigação Interdisciplinar Egas Moniz, Instituto Superior de Ciências da Saúde Egas Moniz, Monte de Caparica, Portugal
| | - Isabel Portugal
- iMed.ULisboa - Instituto de Investigação do Medicamento, Faculdade de Farmácia, Universidade de Lisboa, Lisboa, Portugal
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Nguyen VAT, Bañuls AL, Tran THT, Pham KLT, Nguyen TS, Nguyen HV, Nguyen NLT, Nguyen NLT, Dang DA, Marks GB, Choisy M. Mycobacterium tuberculosis lineages and anti-tuberculosis drug resistance in reference hospitals across Viet Nam. BMC Microbiol 2016; 16:167. [PMID: 27464737 PMCID: PMC4964266 DOI: 10.1186/s12866-016-0784-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2016] [Accepted: 07/19/2016] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Mycobacterium tuberculosis, the tuberculosis (TB) pathogen, despite a low level of genetic diversity, has revealed a high variety of biological and epidemiological characteristics linked to their lineages, such as transmissibility, fitness and propensity to acquire drug resistance. This has important implications for the epidemiology of TB. We conducted this first countrywide cross-sectional study to identify the prevalent M. tuberculosis lineages and to assess their epidemiological associations and their relation to drug resistance. The study was conducted among isolates acquired in reference hospitals across Vietnam. Isolates with drug susceptibility testing profiles were identified for their lineages by spoligotyping. Logistic regression was used to investigate the association of M. tuberculosis lineages with location, age and sex of the patients and drug resistance levels. RESULTS Results showed that the most prevalent lineage was Beijing (55.4 %), followed by EAI (27.5 %), T (6.4 %), LAM (1.3 %), Haarlem (1 %) and Zero type (0.3 %). The proportion of Beijing isolates in the North (70.4 %) and the South (68 %) was higher than in the Centre (28 %) (OR = 1.7 [95 % CI: 1.4-2.0], p < 0.0001), whereas the proportion of EAI isolates in the North (7.1 %) and the South (17 %) was much lower compared with the Centre (59 %) (OR = 0.5 [95 % CI: 0.4-0.6], p < 0.0001). Overall, Beijing isolates were the most likely to be drug-resistant and EAI isolates were the least likely to be drug-resistant, except in the South of Vietnam where EAI is also highly drug-resistant. The proportion of Beijing isolates was significantly higher (p < 0.01), and the proportion of EAI isolates was significantly lower (p < 0.05) in younger patients. The proportion of drug-resistance was higher in isolates collected from male patients and from patients in the middle age groups. CONCLUSIONS The findings suggest ongoing replacement of EAI lineage, which is mainly more drug-susceptible with highly drug-resistant Beijing lineage in all studied regions of Vietnam. Male patients of working ages should be the focus for better control to prevent the emergence of drug-resistant TB.
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Affiliation(s)
- Van Anh Thi Nguyen
- Department of Bacteriology, National Institute of Hygiene Epidemiology, Hanoi, Vietnam
- Laboratory of Tuberculosis, Department of Bacteriology, National Institute of Hygiene and Epidemiology, Hanoi, 10000 Vietnam
| | - Anne-Laure Bañuls
- Department of Bacteriology, National Institute of Hygiene Epidemiology, Hanoi, Vietnam
- MIVEGEC (IRD 224-CNRS 5290-Université de Montpellier), Centre IRD, Montpellier, France
| | - Thanh Hoa Thi Tran
- Department of Bacteriology, National Institute of Hygiene Epidemiology, Hanoi, Vietnam
| | - Kim Lien Thi Pham
- Department of Bacteriology, National Institute of Hygiene Epidemiology, Hanoi, Vietnam
| | - Thai Son Nguyen
- Department of Microbiology, Hospital 103, Military Medical University, Hanoi, Vietnam
| | - Hung Van Nguyen
- Department of Microbiology, National Lung Hospital, Hanoi, Vietnam
| | - Ngoc Lan Thi Nguyen
- Department of Microbiology, Pham Ngoc Thach Hospital, Ho Chi Minh city, Vietnam
| | | | - Duc Anh Dang
- Department of Bacteriology, National Institute of Hygiene Epidemiology, Hanoi, Vietnam
| | - Guy B. Marks
- Woolcock Institute of Medical Research, University of Sydney, Sydney, Australia
- South Western Sydney Clinical School, UNSW, Sydney, Australia
| | - Marc Choisy
- MIVEGEC (IRD 224-CNRS 5290-Université de Montpellier), Centre IRD, Montpellier, France
- Oxford University Clinical Research Unit, Hanoi, Vietnam
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Jain A, Pardasani KR. Fuzzy soft set model for mining amino acid associations in peptide sequences of Mycobacterium tuberculosis complex (MTBC). JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2016. [DOI: 10.3233/ifs-162139] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Amita Jain
- Department of Computer Application, MANIT, Bhopal, Madhya Pradesh, India
| | - Kamal Raj Pardasani
- Department of Mathematics, Bioinformatics and Computer Applications, MANIT, Bhopal, Madhya Pradesh, India
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Gehre F, Kumar S, Kendall L, Ejo M, Secka O, Ofori-Anyinam B, Abatih E, Antonio M, Berkvens D, de Jong BC. A Mycobacterial Perspective on Tuberculosis in West Africa: Significant Geographical Variation of M. africanum and Other M. tuberculosis Complex Lineages. PLoS Negl Trop Dis 2016; 10:e0004408. [PMID: 26964059 PMCID: PMC4786107 DOI: 10.1371/journal.pntd.0004408] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Accepted: 01/05/2016] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Phylogenetically distinct Mycobacterium tuberculosis lineages differ in their phenotypes and pathogenicity. Consequently, understanding mycobacterial population structures phylogeographically is essential for design, interpretation and generalizability of clinical trials. Comprehensive efforts are lacking to date to establish the West African mycobacterial population structure on a sub-continental scale, which has diagnostic implications and can inform the design of clinical TB trials. METHODOLOGY/PRINCIPAL FINDINGS We collated novel and published genotyping (spoligotyping) data and classified spoligotypes into mycobacterial lineages/families using TBLineage and Spotclust, followed by phylogeographic analyses using statistics (logistic regression) and lineage axis plot analysis in GenGIS, in which a phylogenetic tree constructed in MIRU-VNTRplus was analysed. Combining spoligotyping data from 16 previously published studies with novel data from The Gambia, we obtained a total of 3580 isolates from 12 countries and identified 6 lineages comprising 32 families. By using stringent analytical tools we demonstrate for the first time a significant phylogeographic separation between western and eastern West Africa not only of the two M. africanum (West Africa 1 and 2) but also of several major M. tuberculosis sensu stricto families, such as LAM10 and Haarlem 3. Moreover, in a longitudinal logistic regression analysis for grouped data we showed that M. africanum West Africa 2 remains a persistent health concern. CONCLUSIONS/SIGNIFICANCE Because of the geographical divide of the mycobacterial populations in West Africa, individual research findings from one country cannot be generalized across the whole region. The unequal geographical family distribution should be considered in placement and design of future clinical trials in West Africa.
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Affiliation(s)
- Florian Gehre
- Mycobacterial Unit, Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Vaccines and Immunity Theme, Medical Research Council (MRC) Unit, Fajara, The Gambia
| | - Samrat Kumar
- Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Lindsay Kendall
- Statistics and Bioinformatics Department, Medical Research Council (MRC) Unit, Fajara, The Gambia
| | - Mebrat Ejo
- Mycobacterial Unit, Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- University of Gondar, Gondar, Ethiopia
| | - Oumie Secka
- Vaccines and Immunity Theme, Medical Research Council (MRC) Unit, Fajara, The Gambia
| | - Boatema Ofori-Anyinam
- Mycobacterial Unit, Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Vaccines and Immunity Theme, Medical Research Council (MRC) Unit, Fajara, The Gambia
| | - Emmanuel Abatih
- Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Martin Antonio
- Vaccines and Immunity Theme, Medical Research Council (MRC) Unit, Fajara, The Gambia
| | - Dirk Berkvens
- Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Bouke C. de Jong
- Mycobacterial Unit, Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Vaccines and Immunity Theme, Medical Research Council (MRC) Unit, Fajara, The Gambia
- Division of Infectious Diseases, Department of Medicine, New York University (NYU), New York, New York, United States of America
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David S, Mateus ARA, Duarte EL, Albuquerque J, Portugal C, Sancho L, Lavinha J, Gonçalves G. Determinants of the Sympatric Host-Pathogen Relationship in Tuberculosis. PLoS One 2015; 10:e0140625. [PMID: 26529092 PMCID: PMC4631367 DOI: 10.1371/journal.pone.0140625] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 09/29/2015] [Indexed: 01/04/2023] Open
Abstract
Major contributions from pathogen genome analysis and host genetics have equated the possibility of Mycobacterium tuberculosis co-evolution with its human host leading to more stable sympatric host–pathogen relationships. However, the attribution to either sympatric or allopatric categories depends on the resolution or grain of genotypic characterization. We explored the influence on the sympatric host-pathogen relationship of clinical (HIV infection and multidrug-resistant tuberculosis [MDRTB]) and demographic (gender and age) factors in regards to the genotypic grain by using spacer oligonucleotide typing (spoligotyping) for classification of M. tuberculosis strains within the Euro-American lineage. We analyzed a total of 547 tuberculosis (TB) cases, from six year consecutive sampling in a setting with high TB-HIV coinfection (32.0%). Of these, 62.0% were caused by major circulating pathogen genotypes. The sympatric relationship was defined according to spoligotype in comparison to the international spoligotype database SpolDB4. While no significant association with Euro-American lineage was observed with any of the factors analyzed, increasing the resolution with spoligotyping evidenced a significant association of MDRTB with sympatric strains, regardless of the HIV status. Furthermore, distribution curves of the prevalence of sympatric and allopatric TB in relation to patients’ age showed an accentuation of the relevance of the age of onset in the allopatric relationship, as reflected in the trimodal distribution. On the contrary, sympatric TB was characterized by the tendency towards a typical (standard) distribution curve. Our results suggest that within the Euro-American lineage a greater degree of genotyping fine-tuning is necessary in modeling the biological processes behind the host-pathogen interplay. Furthermore, prevalence distribution of sympatric TB to age was suggestive of host genetic determinisms driven by more common variants.
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Affiliation(s)
- Susana David
- Departamento de Genética Humana, Instituto Nacional de Saúde Doutor Ricardo Jorge (INSA), Lisboa, Portugal
- * E-mail:
| | - A. R. A. Mateus
- Instituto Gulbenkian de Ciência (IGC), Oeiras, Portugal
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Elsa L. Duarte
- Escola de Ciências e Tecnologia/ Instituto de Ciências Agrárias e Ambientais Mediterrânicas (ICAAM), Universidade de Évora, Évora, Portugal
| | - José Albuquerque
- Departamento de Genética Humana, Instituto Nacional de Saúde Doutor Ricardo Jorge (INSA), Lisboa, Portugal
| | - Clara Portugal
- Serviço de Patologia Clínica, Hospital Fernando Fonseca, Amadora, Portugal
| | - Luísa Sancho
- Serviço de Patologia Clínica, Hospital Fernando Fonseca, Amadora, Portugal
| | - João Lavinha
- Departamento de Genética Humana, Instituto Nacional de Saúde Doutor Ricardo Jorge (INSA), Lisboa, Portugal
| | - Guilherme Gonçalves
- Unidade Multidisciplinar de Investigação Biomédica (UMIB), Instituto de Ciências Biomédicas Abel Salazar (ICBAS), Porto, Portugal
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Azé J, Sola C, Zhang J, Lafosse-Marin F, Yasmin M, Siddiqui R, Kremer K, van Soolingen D, Refrégier G. Genomics and Machine Learning for Taxonomy Consensus: The Mycobacterium tuberculosis Complex Paradigm. PLoS One 2015; 10:e0130912. [PMID: 26154264 PMCID: PMC4496040 DOI: 10.1371/journal.pone.0130912] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Accepted: 05/25/2015] [Indexed: 11/18/2022] Open
Abstract
Infra-species taxonomy is a prerequisite to compare features such as virulence in different pathogen lineages. Mycobacterium tuberculosis complex taxonomy has rapidly evolved in the last 20 years through intensive clinical isolation, advances in sequencing and in the description of fast-evolving loci (CRISPR and MIRU-VNTR). On-line tools to describe new isolates have been set up based on known diversity either on CRISPRs (also known as spoligotypes) or on MIRU-VNTR profiles. The underlying taxonomies are largely concordant but use different names and offer different depths. The objectives of this study were 1) to explicit the consensus that exists between the alternative taxonomies, and 2) to provide an on-line tool to ease classification of new isolates. Genotyping (24-VNTR, 43-spacers spoligotypes, IS6110-RFLP) was undertaken for 3,454 clinical isolates from the Netherlands (2004-2008). The resulting database was enlarged with African isolates to include most human tuberculosis diversity. Assignations were obtained using TB-Lineage, MIRU-VNTRPlus, SITVITWEB and an algorithm from Borile et al. By identifying the recurrent concordances between the alternative taxonomies, we proposed a consensus including 22 sublineages. Original and consensus assignations of the all isolates from the database were subsequently implemented into an ensemble learning approach based on Machine Learning tool Weka to derive a classification scheme. All assignations were reproduced with very good sensibilities and specificities. When applied to independent datasets, it was able to suggest new sublineages such as pseudo-Beijing. This Lineage Prediction tool, efficient on 15-MIRU, 24-VNTR and spoligotype data is available on the web interface “TBminer.” Another section of this website helps summarizing key molecular epidemiological data, easing tuberculosis surveillance. Altogether, we successfully used Machine Learning on a large dataset to set up and make available the first consensual taxonomy for human Mycobacterium tuberculosis complex. Additional developments using SNPs will help stabilizing it.
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Affiliation(s)
- Jérôme Azé
- LIRMM UM CNRS, UMR 5506, 860 rue de St Priest, 34095 Montpellier cedex 5, France
| | - Christophe Sola
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, rue Gregor Mendel, Bât 400, 91405 Orsay cedex, France
| | - Jian Zhang
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, rue Gregor Mendel, Bât 400, 91405 Orsay cedex, France
| | - Florian Lafosse-Marin
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, rue Gregor Mendel, Bât 400, 91405 Orsay cedex, France
| | - Memona Yasmin
- Pakistan Institute for Engineering and Applied Sciences (PIEAS), Lehtrar Road, Nilore, Islamabad, Pakistan
- Health Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), P.O. Box # 577, Jhang Road, Faisalabad, Pakistan
| | - Rubina Siddiqui
- Health Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), P.O. Box # 577, Jhang Road, Faisalabad, Pakistan
| | - Kristin Kremer
- National Institute for Public Health and the Environment, P.O. Box 1, 3720 BA Bilthoven, The Netherlands
| | - Dick van Soolingen
- National Institute for Public Health and the Environment, P.O. Box 1, 3720 BA Bilthoven, The Netherlands
- Department of Pulmonary Diseases and Department of Microbiology, Radbout University Nijmegen Medical Centre, University Lung Centre Dekkerswald, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands
| | - Guislaine Refrégier
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris-Sud, rue Gregor Mendel, Bât 400, 91405 Orsay cedex, France
- * E-mail:
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Desikan P, Chauhan DS, Sharma P, Panwalkar N, Yadav P, Ohri BS. Clonal diversity and drug resistance in Mycobacterium tuberculosis isolated from extra-pulmonary samples in central India--a pilot study. Indian J Med Microbiol 2015; 32:434-7. [PMID: 25297032 DOI: 10.4103/0255-0857.142255] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
In India, extrapulmonary tuberculosis (EPTB) accounts for 10 - 15% of all types of tuberculosis. To identify and compare predominant spoligotypes and drug-resistance patterns in strains of Mycobacterium tuberculosis isolated from extrapulmonary and pulmonary specimens in central India, drug susceptibility testing and spoligotyping were carried out. Spoligotyping data was analyzed using SITVIT2 database. ST11/EAI3_Ind with 33% isolates among extrapulmonary specimens and ST26/CAS1_DEL with 28% isolates among pulmonary specimens were the most predominant lineages. Multidrug resistance was found in 5.5% of the strains isolated from extrapulmonary specimens in contrast to 17% isolated from pulmonary specimens.
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Affiliation(s)
- P Desikan
- Department of Microbiology, Bhopal Memorial Hospital and Research Centre, Indian Council of Medical Research, Karond, Bhopal, Madhya Pradesh, India
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Prevalence of Tuberculosis, Drug Susceptibility Testing, and Genotyping of Mycobacterial Isolates from Pulmonary Tuberculosis Patients in Dessie, Ethiopia. Tuberc Res Treat 2015; 2015:215015. [PMID: 26180642 PMCID: PMC4477223 DOI: 10.1155/2015/215015] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 05/14/2015] [Accepted: 05/18/2015] [Indexed: 01/13/2023] Open
Abstract
Due to their initially seemingly high cost, timely diagnosis and effective treatment of tuberculosis (TB) are usually hampered by lack or shortage of resources in many high TB burden countries. However, the benefits of effective treatment can eventually outweigh those of empirical treatment. Here, a cross-sectional study was conducted on samples from smear-positive new and retreatment TB patients. Data on sociodemographic and HIV status were collected. Samples were cultured for identification, conventional drug sensitivity testing, and molecular typing by deletion typing and spoligotyping. The results showed the youth were disproportionately affected. New cases were being treated following general treatment guidelines only. Monoresistance or multiple drug resistance was found in 16.5% of new patients. Spoligotyping showed that there were 44 patterns with families H3 and T1 (lineage 4) and CAS-Delhi (lineage 3) being dominant. Some rare patterns from lineage 7 were also found. Spoligotype pattern, HIV positivity, and previous treatment were not associated with drug resistance. That the vast majority of the patients were new cases and young and the large number of these patients with mono- or multiple drug resistance indicate that most TB cases are due to recent transmissions and that urgent actions are needed to curb the transmissions.
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Weerasekera D, Magana-Arachchi D, Madegedara D, Dissanayake N, Thevanesam V. Genetic diversity of Mycobacterium tuberculosis isolates obtained from three distinct population groups in the Central Province, Sri Lanka. ASIAN PACIFIC JOURNAL OF TROPICAL DISEASE 2015. [DOI: 10.1016/s2222-1808(14)60802-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Mbugi EV, Katale BZ, Siame KK, Keyyu JD, Kendall SL, Dockrell HM, Streicher EM, Michel AL, Rweyemamu MM, Warren RM, Matee MI, van Helden PD. Genetic diversity of Mycobacterium tuberculosis isolated from tuberculosis patients in the Serengeti ecosystem in Tanzania. Tuberculosis (Edinb) 2014; 95:170-8. [PMID: 25522841 PMCID: PMC4364622 DOI: 10.1016/j.tube.2014.11.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2014] [Revised: 11/20/2014] [Accepted: 11/24/2014] [Indexed: 11/05/2022]
Abstract
This study was part of a larger cross-sectional survey that was evaluating tuberculosis (TB) infection in humans, livestock and wildlife in the Serengeti ecosystem in Tanzania. The study aimed at evaluating the genetic diversity of Mycobacterium tuberculosis isolates from TB patients attending health facilities in the Serengeti ecosystem. DNA was extracted from 214 sputum cultures obtained from consecutively enrolled newly diagnosed untreated TB patients aged ≥18 years. Spacer oligonucleotide typing (spoligotyping) and Mycobacterium Interspersed Repetitive Units and Variable Number Tandem Repeat (MIRU-VNTR) were used to genotype M. tuberculosis to establish the circulating lineages. Of the214 M. tuberculosis isolates genotyped, 55 (25.7%) belonged to the Central Asian (CAS) family, 52 (24.3%) were T family (an ill-defined family), 38 (17.8%) belonged to the Latin American Mediterranean (LAM) family, 25 (11.7%) to the East-African Indian (EAI) family, 25 (11.7%) comprised of different unassigned (‘Serengeti’) strain families, while 8 (3.7%) belonged to the Beijing family. A minority group that included Haarlem, X, U and S altogether accounted for 11 (5.2%) of all genotypes. MIRU-VNTR typing produced diverse patterns within and between families indicative of unlinked transmission chains. We conclude that, in the Serengeti ecosystem only a few successful families predominate namely CAS, T, LAM and EAI families. Other types found in lower prevalence are Beijing, Haarlem, X, S and MANU. The Haarlem, EAI_Somalia, LAM3 and S/convergent and X2 subfamilies found in this study were not reported in previous studies in Tanzania.
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Affiliation(s)
- Erasto V Mbugi
- Department of Biochemistry, Muhimbili University of Health and Allied Sciences, P. O. Box 65001 Dar es Salaam, Tanzania; Departments of Microbiology and Immunology, Muhimbili University of Health and Allied Sciences, P.O. Box 65001 Dar es Salaam, Tanzania.
| | - Bugwesa Z Katale
- Departments of Microbiology and Immunology, Muhimbili University of Health and Allied Sciences, P.O. Box 65001 Dar es Salaam, Tanzania; Tanzania Wildlife Research Institute (TAWIRI), P.O. Box 661, Arusha, Tanzania.
| | - Keith K Siame
- DST/NRF Centre of Excellence for Biomedical Tuberculosis Research/ Medical Research Council (MRC) Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Health Sciences, Stellenbosch University, P. O. Box 19063, Tygerberg, 7505, South Africa.
| | - Julius D Keyyu
- Tanzania Wildlife Research Institute (TAWIRI), P.O. Box 661, Arusha, Tanzania.
| | - Sharon L Kendall
- The Royal Veterinary College, Royal College Street, London, NW1 0TU, United Kingdom.
| | - Hazel M Dockrell
- Department of Immunology and Infection, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, United Kingdom.
| | - Elizabeth M Streicher
- DST/NRF Centre of Excellence for Biomedical Tuberculosis Research/ Medical Research Council (MRC) Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Health Sciences, Stellenbosch University, P. O. Box 19063, Tygerberg, 7505, South Africa.
| | - Anita L Michel
- Department of Veterinary Tropical Diseases, Faculty of Veterinary Science, University of Pretoria, South Africa.
| | - Mark M Rweyemamu
- Southern African Centre for Infectious Disease Surveillance, Sokoine University of Agriculture, Morogoro, Tanzania.
| | - Robin M Warren
- DST/NRF Centre of Excellence for Biomedical Tuberculosis Research/ Medical Research Council (MRC) Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Health Sciences, Stellenbosch University, P. O. Box 19063, Tygerberg, 7505, South Africa.
| | - Mecky I Matee
- Departments of Microbiology and Immunology, Muhimbili University of Health and Allied Sciences, P.O. Box 65001 Dar es Salaam, Tanzania.
| | - Paul D van Helden
- DST/NRF Centre of Excellence for Biomedical Tuberculosis Research/ Medical Research Council (MRC) Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Health Sciences, Stellenbosch University, P. O. Box 19063, Tygerberg, 7505, South Africa.
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Whole Genome Sequence of Polyresistant Mycobacterium tuberculosis CWCFVRF PRTB 19 Sputum Isolate from Chennai, India, Closely Clustering with East African Indian 5 Genogroup. GENOME ANNOUNCEMENTS 2014; 2:2/4/e00702-14. [PMID: 25035331 PMCID: PMC4102868 DOI: 10.1128/genomea.00702-14] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We announce the draft genome sequence of a polyresistant Mycobacterium tuberculosis strain (CWCFVRF PRTB 19) isolated from the sputum of a clinically suspected tuberculosis patient, and it closely clusters to the East African Indian 5 (EAI5) lineage.
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Jagielski T, Ignatowska H, Bakuła Z, Dziewit Ł, Napiórkowska A, Augustynowicz-Kopeć E, Zwolska Z, Bielecki J. Screening for streptomycin resistance-conferring mutations in Mycobacterium tuberculosis clinical isolates from Poland. PLoS One 2014; 9:e100078. [PMID: 24937123 PMCID: PMC4061058 DOI: 10.1371/journal.pone.0100078] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Accepted: 05/21/2014] [Indexed: 11/19/2022] Open
Abstract
Currently, mutations in three genes, namely rrs, rpsL, and gidB, encoding 16S rRNA, ribosomal protein S12, and 16S rRNA-specific methyltransferase, respectively, are considered to be involved in conferring resistance to streptomycin (STR) in Mycobacterium tuberculosis. The aim of this study was to investigate the spectrum and frequency of these mutations in M. tuberculosis clinical isolates, both resistant and susceptible to STR. Sixty-four M. tuberculosis isolates recovered from as many TB patients from Poland in 2004 were included in the study. Within the sample were 50 multidrug-resistant (32 STR-resistant and 18 STR-susceptible) and 14 pan-susceptible isolates. Preliminary testing for STR resistance was performed with the 1% proportion method. The MICs of STR were determined by the Etest method. Mutation profiling was carried out by amplifying and sequencing the entire rrs, rpsL, and gidB genes. Non-synonymous mutations in either rrs or rpsL gene were detected in 23 (71.9%) of the STR-resistant and none of the STR-susceptible isolates. Mutations in the gidB gene were distributed among 12 (37.5%) STR-resistant and 13 (40.6%) STR-susceptible isolates. Four (12.5%) STR-resistant isolates were wild-type at all three loci examined. None of the rrs, rpsL or gidB mutations could be linked to low, intermediate or high level of STR resistance. In accordance with previous findings, the gidB 47T→G (L16R) mutation was associated with the Latin American-Mediterranean genotype family, whereas 276A→C (E92D) and 615A→G (A205A) mutations of the gidB gene were associated with the Beijing lineage. The study underlines the usefulness of rrs and rpsL mutations as molecular markers for STR resistance yet not indicative of its level. The gidB polymorphisms can serve as phylogenetic markers.
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Affiliation(s)
- Tomasz Jagielski
- Department of Applied Microbiology, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw, Poland
- * E-mail:
| | - Helena Ignatowska
- Department of Applied Microbiology, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw, Poland
| | - Zofia Bakuła
- Department of Applied Microbiology, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw, Poland
| | - Łukasz Dziewit
- Deparment of Bacterial Genetics, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw, Poland
| | - Agnieszka Napiórkowska
- Department of Microbiology, National Tuberculosis and Lung Diseases Research Institute, Warsaw, Poland
| | - Ewa Augustynowicz-Kopeć
- Department of Microbiology, National Tuberculosis and Lung Diseases Research Institute, Warsaw, Poland
| | - Zofia Zwolska
- Department of Microbiology, National Tuberculosis and Lung Diseases Research Institute, Warsaw, Poland
| | - Jacek Bielecki
- Department of Applied Microbiology, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw, Poland
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Stavrum R, PrayGod G, Range N, Faurholt-Jepsen D, Jeremiah K, Faurholt-Jepsen M, Krarup H, Aabye MG, Changalucha J, Friis H, Andersen AB, Grewal HMS. Increased level of acute phase reactants in patients infected with modern Mycobacterium tuberculosis genotypes in Mwanza, Tanzania. BMC Infect Dis 2014; 14:309. [PMID: 24903071 PMCID: PMC4057905 DOI: 10.1186/1471-2334-14-309] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Accepted: 04/30/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There is increasing evidence to suggest that different Mycobacterium tuberculosis lineages cause variations in the clinical presentation of tuberculosis (TB). Certain M. tuberculosis genotypes/lineages have been shown to be more likely to cause active TB in human populations from a distinct genetic ancestry. This study describes the genetic biodiversity of M. tuberculosis genotypes in Mwanza city, Tanzania and the clinical presentation of the disease caused by isolates of different lineages. METHODS Two-hundred-fifty-two isolates from pulmonary TB patients in Mwanza, Tanzania were characterized by spoligotyping, and 45 isolates were further characterized by mycobacterium interspersed repetitive unit-variable number tandem repeat (MIRU-VNTR). The patients' level of the acute phase reactants AGP, CRP and neutrophil counts, in addition to BMI, were measured and compared to the M. tuberculosis lineage of the infectious agent for each patient. RESULTS The most frequent genotype was ST59 (48 out of 248 [19.4%]), belonging to the Euro-American lineage LAM11_ZWE, followed by ST21 (CAS_KILI lineage [44 out of 248 [17.7%]). A low degree of diversity (15.7% [39 different ST's out of 248 isolates]) of genotypes, in addition to a high level of mixed M. tuberculosis sub-populations among isolates with an unreported spoligotype pattern (10 out of 20 isolates [50.0%]) and isolates belonging to the ST53 lineage (13 out of 25 [52%]) was observed. Isolates of the 'modern' (TbD1-) Euro-American lineage induced higher levels of α1-acid glycoprotein (β = 0.4, P = 0.02; 95% CI [0.06-0.66]) and neutrophil counts (β = 0.9, P = 0.02; 95% CI [0.12-1.64]) and had lower BMI score (β = -1.0, P = 0.04; 95% CI[-1.89 - (-0.03)]). LAM11_ZWE ('modern') isolates induced higher levels of CRP (β = 24.4, P = 0.05; 95% CI[0.24-48.63]) and neutrophil counts (β = 0.9, P = 0.03; 95% CI[0.09-1.70]). CONCLUSION The low diversity of genotypes may be explained by an evolutionary advantage of the most common lineages over other lineages combined with optimal conditions for transmission, such as overcrowding and inadequate ventilation. The induction of higher levels of acute phase reactants in patients infected by 'modern' lineage isolates compared to 'ancient' lineages may suggest increased virulence among 'modern' lineage isolates.
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Affiliation(s)
- Ruth Stavrum
- Department of Clinical Science, Infection, Faculty of Medicine and Dentristry, University of Bergen, Bergen, Norway
| | - George PrayGod
- Mwanza Research Centre, National Institute for Medical Research, Mwanza, Tanzania
| | - Nyagosya Range
- Muhimbili Research Centre, National Institute for Medical Research, Dar Es Salaam, Tanzania
| | | | - Kidola Jeremiah
- Mwanza Research Centre, National Institute for Medical Research, Mwanza, Tanzania
| | | | - Henrik Krarup
- Department of Clinical Biochemistry, Aalborg University Hospital, Aalborg, Denmark
| | - Martine G Aabye
- Clinical Research Centre, University of Copenhagen, Hvidovre Hospital, Hvidovre, Denmark
| | - John Changalucha
- Mwanza Research Centre, National Institute for Medical Research, Mwanza, Tanzania
| | - Henrik Friis
- Department of Human Nutrition, University of Copenhagen, Frederiksberg, Denmark
| | - Aase B Andersen
- Department of Infectious Diseases, Odense University Hospital, Odense, Denmark
| | - Harleen MS Grewal
- Department of Clinical Science, Infection, Faculty of Medicine and Dentristry, University of Bergen, Bergen, Norway
- Department of Microbiology, Haukeland University Hospital, Bergen, Norway
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Predicting Mycobacterium tuberculosis complex clades using knowledge-based Bayesian networks. BIOMED RESEARCH INTERNATIONAL 2014; 2014:398484. [PMID: 24864238 PMCID: PMC4016944 DOI: 10.1155/2014/398484] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Accepted: 12/10/2013] [Indexed: 01/25/2023]
Abstract
We develop a novel approach for incorporating expert rules into Bayesian networks for classification of Mycobacterium tuberculosis complex (MTBC) clades. The proposed knowledge-based Bayesian network (KBBN) treats sets of expert rules as prior distributions on the classes. Unlike prior knowledge-based support vector machine approaches which require rules expressed as polyhedral sets, KBBN directly incorporates the rules without any modification. KBBN uses data to refine rule-based classifiers when the rule set is incomplete or ambiguous. We develop a predictive KBBN model for 69 MTBC clades found in the SITVIT international collection. We validate the approach using two testbeds that model knowledge of the MTBC obtained from two different experts and large DNA fingerprint databases to predict MTBC genetic clades and sublineages. These models represent strains of MTBC using high-throughput biomarkers called spacer oligonucleotide types (spoligotypes), since these are routinely gathered from MTBC isolates of tuberculosis (TB) patients. Results show that incorporating rules into problems can drastically increase classification accuracy if data alone are insufficient. The SITVIT KBBN is publicly available for use on the World Wide Web.
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Bocanegra-García V, Garza-González E, Cruz-Pulido WL, Guevara-Molina YL, Cantú-Ramírez R, González GM, Rivera G, Palma-Nicolas JP. Molecular assessment, drug-resistant profile, and spacer oligonucleotide typing (spoligotyping) of Mycobacterium tuberculosis strains from Tamaulipas, México. J Clin Lab Anal 2014; 28:97-103. [PMID: 24395541 DOI: 10.1002/jcla.21650] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Accepted: 06/03/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Tuberculosis remains a serious global health problem involving one-third of the world population. A wide diversity of Mycobacterium tuberculosis strains cause about 1.5 million deaths/year worldwide, but in developing countries, the genetic diversity of M. tuberculosis strains remains largely unknown. We conducted a first insight into the population diversity of M. tuberculosis strains from Tamaulipas, Mexico. METHODS Seventy-two M. tuberculosis strains were identified and genetic diversity determined by spoligotyping. Drug sensibility testing and punctual mutations in inhA, ahpC, rpoB, and katG genes were assessed. RESULTS Spoligotyping analysis showed a higher prevalence of LAM9 > T1 > Haarlem3 subfamilies among 53 spoligotype patterns. Unexpectedly, five Beijing strains conforming four unique spoligopatterns were recovered. The more frequently isolated strains (LAM9 and T1), but none of the Beijing strains, were found resistant to INH or RIF. Also, no drug resistance was found among Haarlem3 isolates. The katG(315) gene mutation was found in 83% of INH-resistant strains, whereas rpoB(526) were associated in only 43% of RIF M. tuberculosis drug-resistant strains. CONCLUSIONS This and other studies report a high rate of orphan spoligotypes, which highlights the need for genotyping implementation as a routine technique for better understanding of M. tuberculosis strains in developing countries such as Mexico.
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Affiliation(s)
- Virgilio Bocanegra-García
- Laboratorio de Medicina de Conservación, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, Reynosa, Tamaulipas, México
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Draft Genome Sequence of a Multidrug-Resistant Clinical Isolate of Mycobacterium tuberculosis Belonging to a Novel Spoligotype. GENOME ANNOUNCEMENTS 2013; 1:1/6/e00965-13. [PMID: 24265496 PMCID: PMC3837177 DOI: 10.1128/genomea.00965-13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
We describe the genome sequencing and analysis of a multidrug-resistant (MDR) clinical isolate of Mycobacterium tuberculosis, strain OSDD105 from India, belonging to a novel spoligotype.
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Workalemahu B, Berg S, Tsegaye W, Abdissa A, Girma T, Abebe M, Aseffa A. Genotype diversity of Mycobacterium isolates from children in Jimma, Ethiopia. BMC Res Notes 2013; 6:352. [PMID: 24007374 PMCID: PMC3766673 DOI: 10.1186/1756-0500-6-352] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Accepted: 08/29/2013] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Paediatric tuberculosis (TB) is poorly addressed in Ethiopia and information about its magnitude and the genotype distribution of the causative Mycobacterium tuberculosis strains responsible for its spread are scanty. METHODS Gastric lavage or sputum samples were collected from consecutively enrolled TB suspect children visiting Jimma University Hospital in 2011 and cultured on Middlebrook 7H11 and Löwenstein-Jensen media. Acid fast bacterial (AFB) isolates were subjected to molecular typing targeting regions of difference (RDs), 16S rDNA gene and the direct repeat (DR) region using multiplex polymerase chain reaction (mPCR), gene sequencing and spoligotyping, respectively. Molecular drug susceptibility testing of M. tuberculosis isolates was performed by Genotype®MTBDRplus line probe assay (LPA) (Hain Life Sciences, Germany). RESULTS Gastric lavage (n = 43) or sputum (n = 58) samples were collected from 101 children and 31.7% (32/101) of the samples were positive for AFB by microscopy, culture and/or PCR. Out of 25 AFB isolates, 60% (15/25) were identified as M. tuberculosis by PCR, and 40% isolates (10/25) were confirmed to be non-tuberculous mycobacteria (NTM) by genus typing and 16S rDNA gene sequencing. Lineage classification assigned the M. tuberculosis strains into Euro-American (EUA, 66.7%; 10/15), East-African-Indian (EAI; 2/15), East-Asian (EA; 1/15) and Indio-Oceanic (IO; 1/15) lineages. Seven M. tuberculosis strains were new to the SpolDB4 database. All of the M. tuberculosis isolates were susceptible to isoniazid (INH) and rifampicin (RIF), except for one strain (of spoligotype SIT-149 or T3_ETH family) which had a mutation at the inhA locus which often confers resistance to INH (low level) and ethionamide. CONCLUSIONS Analysis of the genetic population structure of paediatric M. tuberculosis strains suggested similarity with that of adults, indicating an on-going and active transmission of M. tuberculosis from adults to children in Ethiopia. There were no multidrug-resistant TB (MDR-TB) strains among the isolates.
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Affiliation(s)
- Bereket Workalemahu
- Armauer Hansen Research Institute (AHRI/ALERT), Addis Ababa, Ethiopia
- Medical Laboratory Technology Team, Arba Minch College of Health Sciences, Arba Minch, Ethiopia
- Department of Laboratory Sciences and Pathology, Jimma University, Jimma, Ethiopia
| | - Stefan Berg
- Bovine TB Department, Animal Health and Veterinary Laboratories Agency (AHVLA), Weybridge, UK
| | - Wondewosen Tsegaye
- Department of Laboratory Sciences and Pathology, Jimma University, Jimma, Ethiopia
| | - Alemseged Abdissa
- Department of Laboratory Sciences and Pathology, Jimma University, Jimma, Ethiopia
| | - Tsinuel Girma
- Department of Paediatrics and Child Health, Jimma University, Jimma, Ethiopia
| | - Markos Abebe
- Armauer Hansen Research Institute (AHRI/ALERT), Addis Ababa, Ethiopia
| | - Abraham Aseffa
- Armauer Hansen Research Institute (AHRI/ALERT), Addis Ababa, Ethiopia
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SNP typing reveals similarity in Mycobacterium tuberculosis genetic diversity between Portugal and Northeast Brazil. INFECTION GENETICS AND EVOLUTION 2013; 18:238-46. [PMID: 23648425 DOI: 10.1016/j.meegid.2013.04.028] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Revised: 04/23/2013] [Accepted: 04/24/2013] [Indexed: 11/20/2022]
Abstract
Human tuberculosis is an infectious disease caused by bacteria from the Mycobacterium tuberculosis complex (MTBC). Although spoligotyping and MIRU-VNTR are standard methodologies in MTBC genetic epidemiology, recent studies suggest that Single Nucleotide Polymorphisms (SNP) are advantageous in phylogenetics and strain group/lineages identification. In this work we use a set of 79 SNPs to characterize 1987 MTBC isolates from Portugal and 141 from Northeast Brazil. All Brazilian samples were further characterized using spolygotyping. Phylogenetic analysis against a reference set revealed that about 95% of the isolates in both populations are singly attributed to bacterial lineage 4. Within this lineage, the most frequent strain groups in both Portugal and Brazil are LAM, followed by Haarlem and X. Contrary to these groups, strain group T showed a very different prevalence between Portugal (10%) and Brazil (1.5%). Spoligotype identification shows about 10% of mis-matches compared to the use of SNPs and a little more than 1% of strains unidentifiability. The mis-matches are observed in the most represented groups of our sample set (i.e., LAM and Haarlem) in almost the same proportion. Besides being more accurate in identifying strain groups/lineages, SNP-typing can also provide phylogenetic relationships between strain groups/lineages and, thus, indicate cases showing phylogenetic incongruence. Overall, the use of SNP-typing revealed striking similarities between MTBC populations from Portugal and Brazil.
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Yimer SA, Hailu E, Derese Y, Bjune GA, Holm-Hansen C. Spoligotyping of Mycobacterium tuberculosis isolates among pulmonary tuberculosis patients in Amhara Region, Ethiopia. APMIS 2013; 121:878-85. [PMID: 23336257 DOI: 10.1111/apm.12046] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2012] [Accepted: 12/07/2012] [Indexed: 11/28/2022]
Abstract
The aim of this study was to characterize Mycobacterium tuberculosis isolates circulating in the Amhara Region of Ethiopia. Sputum samples were collected from new pulmonary tuberculosis (TB) patients in the Region. Genotyping of mycobacterial DNA was performed by spoligotyping and isolates were assigned to families using the SpolDB4 and the model-based program 'Spotclust'. A high level of diversity was found among the 237 isolates. Sixty-five different spoligopatterns were obtained. The T (30.8%), Central Asian (CAS; 21.1%) and U (17.7%) families were the predominant isolates comprising 69.6% of the total strains. Eighty-five per cent of the U lineage belonged to Spoligo-International-Type (SIT) 910 and SIT 1729. Only a few of these strains are included in SpolDB4 to date. Of the total strains, 41 (17.3%) were unique and have not been described in SpolDB4 to date. This study indicated that the TB epidemic in Amhara Region, Ethiopia, is characterized by the circulation of numerous M. tuberculosis strain families. The high proportion of SIT 910 and SIT 1729 strains may indicate an increase in the importance of these lineages in the transmission of TB in the study region.
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Vinhas SA, Palaci M, Marques HS, Lobo de Aguiar PP, Ribeiro FK, Peres RL, Dietze R, Gomes HM, Suffys PN, Golub JE, Riley LW, Maciel ELN. Mycobacterium tuberculosis DNA fingerprint clusters and its relationship with RD(Rio) genotype in Brazil. Tuberculosis (Edinb) 2012; 93:207-12. [PMID: 23232111 DOI: 10.1016/j.tube.2012.09.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2012] [Revised: 08/29/2012] [Accepted: 09/20/2012] [Indexed: 11/28/2022]
Abstract
Mycobacterium tuberculosis (Mtb) strains designated as RD(Rio) are responsible for a large cluster of new cases of tuberculosis (TB) in Rio de Janeiro. They were previously shown to be associated with severe manifestations of TB. Here, we used three genotyping methods (IS6110 RFLP, spoligotyping, and multiplex PCR) to characterize RD(Rio) and non-RD(Rio) strains from the metropolitan area of Vitória, State of Espirito Santo in southeast Brazil to determine strain diversity and transmission patterns. Strains with identical IS6110 RFLP patterns were considered to belong to a cluster indicative of recent transmission. Between 2000 and 2010, we identified 5470 new TB patients and genotyped 981 Mtb strains. Of these, 376 (38%) were RD(Rio). By RFLP, 180 (48%) of 376 RD(Rio) strains and 235 (40%) of 593 non-RD(Rio) strains belonged to RFLP cluster pattern groups (p = 0.023). Simpson's diversity index based on RFLP patterns was 0.96 for RD(Rio) and 0.98 for non-RD(Rio) strains. Thus, although RD(Rio) strains appear to be comprised of a fewer number of RFLP genotypes, they represent a heterogeneous group. While TB cases caused by RD(Rio) appear more likely to be due to recent transmission than cases caused by non-RD(Rio) strains, the difference is small. These observations suggest that factors other than inherent biological characteristic of RD(Rio) lineages are more important in determining recent transmission, and that public health measures to interrupt new transmissions need to be emphasized for TB control in Vitória.
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Affiliation(s)
- Solange Alves Vinhas
- Núcleo de Doenças Infecciosas, Universidade Federal do Espírito Santo, Av. Marechal Campos, 1468 Maruípe, Vitória, ES, Brazil
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Slany M, Pavlik I. Molecular detection of nontuberculous mycobacteria: advantages and limits of a broad-range sequencing approach. J Mol Microbiol Biotechnol 2012; 22:268-76. [PMID: 23037303 DOI: 10.1159/000342517] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
The isolation of nontuberculous mycobacteria (NTM) from clinical specimens has become very common in recent years. Such organisms are typically environmental and occasionally pathogenic for humans and animals. Standard diagnosis of mycobacterial infections relies on direct examination and culture. However, molecular tools are now available which allow quicker and more accurate diagnosis. Detection of NTM can be performed directly from clinical samples, although identification is mostly carried out after isolation. Sequencing of genomic targets (such as 16S rRNA, ITS, rpoB or hsp65) allows accurate and rapid identification, but has some technical limitations. A brief summary of the molecular methods available for NTM identification and a discussion of the problems associated with the use of sequencing analysis together with a description of available algorithms for NTM identification are the major objectives of this review.
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Affiliation(s)
- Michal Slany
- Veterinary Research Institute, Brno, Czech Republic.
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Implication of the RDRio Mycobacterium tuberculosis sublineage in multidrug resistant tuberculosis in Portugal. INFECTION GENETICS AND EVOLUTION 2012; 12:1362-7. [DOI: 10.1016/j.meegid.2012.04.021] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2012] [Revised: 04/17/2012] [Accepted: 04/20/2012] [Indexed: 11/24/2022]
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Nguyen VAT, Choisy M, Nguyen DH, Tran THT, Pham KLT, Thi Dinh PT, Philippe J, Nguyen TS, Ho ML, Van Tran S, Bañuls AL, Dang DA. High prevalence of Beijing and EAI4-VNM genotypes among M. tuberculosis isolates in northern Vietnam: sampling effect, rural and urban disparities. PLoS One 2012; 7:e45553. [PMID: 23029091 PMCID: PMC3454422 DOI: 10.1371/journal.pone.0045553] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2012] [Accepted: 08/21/2012] [Indexed: 11/26/2022] Open
Abstract
A total of 221 isolates of M. tuberculosis were sampled from hospitals and the general population in the northern plain of Vietnam, one of the most populated region of the country. Genotypic composition and diversity were characterized, and we investigated how they are affected by sampling (hospital vs. general population), correcting for potential confounding effects (location, age and gender of the patients). Spoligotyping and 12 MIRU-VNTR typing were used as first line. Then 15 MIRU-VNTR standard set was used, making 21 MIRU-VNTR typing for the clustered isolates. Result showed that 8 lineages and 13 sub-lineages were circulating in the region. The most predominant lineages were Beijing (38.5%) and EAI (38.5%). Others appeared with small proportions H (1.4%), LAM (1.8%), T (8.1%), X (0.9%), MANU (2.3%), and Zero (0.4%). Higher clustering rate was found in the hospital samples (17.9% in urban and 19.2% in rural areas) compared to the population ones (0%). The typical Vietnamese EAI4-VNM sub-lineage of EAI lineage accounted for 67% of EAI strains and was associated with older ages. Beijing genotypes were associated with younger, urban population and were characterized by high clustering rates. These characteristics strongly suggest that Beijing strains are invading the population, replacing the local EAI-VNM4, thus predicting a more serious tuberculosis situation in the future in the absence of more effective control strategies.
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Affiliation(s)
- Van Anh Thi Nguyen
- Department of Bacteriology, National Institute of Hygiene and Epidemiology, Hanoi, Vietnam.
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Ouassa T, Borroni E, Loukou GY, Faye-Kette H, Kouakou J, Menan H, Cirillo DM. High prevalence of shared international type 53 among Mycobacterium tuberculosis complex strains in retreated patients from Côte d'Ivoire. PLoS One 2012; 7:e45363. [PMID: 23028962 PMCID: PMC3445461 DOI: 10.1371/journal.pone.0045363] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Accepted: 08/21/2012] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Genotyping methods are useful tools to provide information on tuberculosis epidemic. They can allow a better response from health authorities and the implementation of measures for tuberculosis control. This study aimed to identify the main lineages and clades of Mycobacterium tuberculosis complex strains circulating in Côte d'Ivoire. METHODS/MAIN FINDINGS Strains isolated from sputum samples of patients ongoing retreatment from all the country were characterized by spoligotyping and by MIRU-VNTR. Profiles obtained by spoligotyping were first compared to the SITVIT/SpolDB4 database for family assignment. Of 194 strains analysed, 146 (75.3%) belonged to the T lineage. The most predominant spoligotype was the shared international type 53 with 135 strains (69.6%). In contrast with neighbouring countries, LAM (11 strains, 5.7%) and H (9 strains 4.6%) lineages were slightly represented. Only 3 Beijing strains (1.5%) and 4 strains of Mycobacterium africanum (2%) were found. Analysis of the results obtained with MIRU-VNTR revealed also a high level of clustering. CONCLUSION/SIGNIFICANCE The population of Mycobacterium tuberculosis complex strains among retreatment cases in Côte d'Ivoire exhibits a low diversity, allowing to assume recent transmission and locally based infection.
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Affiliation(s)
- Timothée Ouassa
- Department of Bacteriology and Virology, Faculty of Pharmacy, University of Cocody, Abidjan, Côte d'Ivoire.
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Chang JR, Chen YY, Huang TS, Huang WF, Kuo SC, Tseng FC, Su IJ, Lin CH, Chen YS, Sun JR, Chiueh TS, Dou HY. Clonal expansion of both modern and ancient genotypes of Mycobacterium tuberculosis in southern Taiwan. PLoS One 2012; 7:e43018. [PMID: 22937008 PMCID: PMC3427295 DOI: 10.1371/journal.pone.0043018] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2012] [Accepted: 07/16/2012] [Indexed: 11/23/2022] Open
Abstract
We present the first comprehensive analysis of Mycobacterium tuberculosis isolates circulating in the Kaohsiung region of southern Taiwan. The major spoligotypes found in the 224 isolates studied were Beijing lineages (n = 97; 43.3%), EAI lineages (n = 72; 32.1%) and Haarlem lineages (n = 18; 8.0%). By 24 MIRU-VNTR typing, 174 patterns were identified, including 24 clusters of 74 isolates and 150 unique patterns. The combination of spoligotyping and 12-MIRU-VNTR revealed that 129 (57.6%) of the 224 isolates were clustered in 18 genotypes. Moreover, 63.6% (7/11) of infected persons younger than 30 years had a Beijing strain, which could suggest recent spread among younger persons by this family of TB strains in Kaohsiung. Among the 94 Beijing family (SIT1, SIT250 and SIT1674) isolates further analyzed for SNPs by mass spectrometry, the most frequent strain found was ST10 (n = 49; 52%), followed by ST22 (n = 17; 18%) and ST19 (n = 11; 12%). Among the EAI-Manila family isolates analyzed by region deletion-based subtyping, the most frequent strain found was RD type 1 (n = 63; 87.5%), followed by RD type 2 (n = 9; 12.5%). In our previous study, the proportion of modern Beijing strains (52.5%) in northern Taiwan was significantly higher than the proportion of EAI strains (11%). In contrast, in the present study, EAI strains comprised up to 32% of Beijing strains in southern Taiwan. In conclusion, both ‘modern’ (Beijing) and ‘ancient’ (EAI) M. tuberculosis strains are prevalent in the Kaohsiung region, perhaps suggesting that both strains are somehow more adapted to southern Taiwan. It will be interesting to investigate the dynamics of the lineage composition by different selection pressures.
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Affiliation(s)
- Jia-Ru Chang
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Yih-Yuan Chen
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Tsi-Shu Huang
- Department of Microbiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Wei-Feng Huang
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Shu-Chen Kuo
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Fan-Chen Tseng
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Ih-Jen Su
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Chien-Hsing Lin
- Institute of Molecular and Genomic Medicine , National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Yao-Shen Chen
- Department of Microbiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Jun-Ren Sun
- Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan
| | - Tzong-Shi Chiueh
- Division of Clinical Pathology, Department of Pathology, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan
| | - Horng-Yunn Dou
- National Institute of Infectious Diseases and Vaccinology, National Health Research Institutes, Zhunan, Miaoli, Taiwan
- School of Medical Laboratory Science and Biotechnology, Taipei Medical University, Taipei, Taiwan
- * E-mail:
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Shabbeer A, Cowan LS, Ozcaglar C, Rastogi N, Vandenberg SL, Yener B, Bennett KP. TB-Lineage: an online tool for classification and analysis of strains of Mycobacterium tuberculosis complex. INFECTION GENETICS AND EVOLUTION 2012; 12:789-97. [PMID: 22406225 DOI: 10.1016/j.meegid.2012.02.010] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2011] [Revised: 02/18/2012] [Accepted: 02/21/2012] [Indexed: 11/19/2022]
Abstract
This paper formulates a set of rules to classify genotypes of the Mycobacterium tuberculosis complex (MTBC) into major lineages using spoligotypes and MIRU-VNTR results. The rules synthesize prior literature that characterizes lineages by spacer deletions and variations in the number of repeats seen at locus MIRU24 (alias VNTR2687). A tool that efficiently and accurately implements this rule base is now freely available at http://tbinsight.cs.rpi.edu/run_tb_lineage.html. When MIRU24 data is not available, the system utilizes predictions made by a Naïve Bayes classifier based on spoligotype data. This website also provides a tool to generate spoligoforests in order to visualize the genetic diversity and relatedness of genotypes and their associated lineages. A detailed analysis of the application of these tools on a dataset collected by the CDC consisting of 3198 distinct spoligotypes and 5430 distinct MIRU-VNTR types from 37,066 clinical isolates is presented. The tools were also tested on four other independent datasets. The accuracy of automated classification using both spoligotypes and MIRU24 is >99%, and using spoligotypes alone is >95%. This online rule-based classification technique in conjunction with genotype visualization provides a practical tool that supports surveillance of TB transmission trends and molecular epidemiological studies.
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Affiliation(s)
- Amina Shabbeer
- Computer Science Dept., Rensselaer Polytechnic Institute, Troy, NY, USA.
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First insight into the genetic diversity of Mycobacterium tuberculosis strains from patients in Duhok, Iraq. Int J Mycobacteriol 2012; 1:13-20. [DOI: 10.1016/j.ijmyco.2012.01.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Casali N, Nikolayevskyy V, Balabanova Y, Ignatyeva O, Kontsevaya I, Harris SR, Bentley SD, Parkhill J, Nejentsev S, Hoffner SE, Horstmann RD, Brown T, Drobniewski F. Microevolution of extensively drug-resistant tuberculosis in Russia. Genome Res 2012; 22:735-45. [PMID: 22294518 DOI: 10.1101/gr.128678.111] [Citation(s) in RCA: 150] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Extensively drug-resistant (XDR) tuberculosis (TB), which is resistant to both first- and second-line antibiotics, is an escalating problem, particularly in the Russian Federation. Molecular fingerprinting of 2348 Mycobacterium tuberculosis isolates collected in Samara Oblast, Russia, revealed that 72% belonged to the Beijing lineage, a genotype associated with enhanced acquisition of drug resistance and increased virulence. Whole-genome sequencing of 34 Samaran isolates, plus 25 isolates representing global M. tuberculosis complex diversity, revealed that Beijing isolates originating in Eastern Europe formed a monophyletic group. Homoplasic polymorphisms within this clade were almost invariably associated with antibiotic resistance, indicating that the evolution of this population is primarily driven by drug therapy. Resistance genotypes showed a strong correlation with drug susceptibility phenotypes. A novel homoplasic mutation in rpoC, found only in isolates carrying a common rpoB rifampicin-resistance mutation, may play a role in fitness compensation. Most multidrug-resistant (MDR) isolates also had mutations in the promoter of a virulence gene, eis, which increase its expression and confer kanamycin resistance. Kanamycin therapy may thus select for mutants with increased virulence, helping preserve bacterial fitness and promoting transmission of drug-resistant TB strains. The East European clade was dominated by two MDR clusters, each disseminated across Samara. Polymorphisms conferring fluoroquinolone resistance were independently acquired multiple times within each cluster, indicating that XDR TB is currently not widely transmitted.
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Affiliation(s)
- Nicola Casali
- National Mycobacterium Reference Laboratory, Blizard Institute, Queen Mary, University of London, London E1 2AT, United Kingdom
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