Literature DB >> 28238627

A systematic review of East African-Indian family of Mycobacterium tuberculosis in Brazil.

Tonya Azevedo Duarte1, Joilda Silva Nery2, Neio Boechat3, Susan Martins Pereira2, Vera Simonsen4, Martha Oliveira5, Maria Gabriela Miranda Gomes6, Carlos Penha-Gonçalves7, Mauricio Lima Barreto8, Theolis Barbosa9.   

Abstract

INTRODUCTION: The Mycobacterium tuberculosis East African-Indian (EAI) spoligotyping family (belonging to lineage 1, Indo-Oceanic, defined by the region of deletion RD239) is distributed worldwide, but is more prevalent in Southeast Asia, India, and East Africa. Studies in Latin America have rarely identified EAI. In this study, we describe the occurrence of the EAI family in Brazil.
METHODS: EAI was identified in a systematic literature review of genetic diversity studies pertaining to M. tuberculosis in Brazil, as well as in a survey conducted in Salvador, Bahia, located in the northeastern region of this country.
RESULTS: The EAI6-BGD1 spoligotyping family and the EAI5 Spoligotype International Type (SIT) 1983 clade were the most frequently reported, with wide distribution of this particular clade described in Brazil. The distribution of other EAI spoligotyping patterns with broader worldwide distribution was restricted to the southeastern region of the country.
CONCLUSIONS: EAI may be endemic at a low frequency in Brazil, with some clades indicating increased fitness with respect to this population.
Copyright © 2017 Sociedade Brasileira de Infectologia. Published by Elsevier Editora Ltda. All rights reserved.

Entities:  

Keywords:  Epidemiology; Genotyping; Mycobacterium tuberculosis; Phylogeography

Mesh:

Substances:

Year:  2017        PMID: 28238627      PMCID: PMC9427636          DOI: 10.1016/j.bjid.2017.01.005

Source DB:  PubMed          Journal:  Braz J Infect Dis        ISSN: 1413-8670            Impact factor:   3.257


Introduction

Tuberculosis (TB) remains one of the world deadliest communicable diseases. Mycobacterium tuberculosis (Mtb) is broadly distributed across all five continents, although relatively few countries account for as much as 80% of all TB cases. To date, seven lineages of Mtb complex have been recognized and associated with particular geographical regions. There is evidence suggesting that these phylogeographic groups differ in their biological fitness and are best adapted to the sympatric human hosts.3, 4 Three major spoligotyping families are most frequently found in Africa, Central America, Europe, and South America: Haarlem, Latin American-Mediterranean (LAM) and T from lineage 4 (which is defined by two deletions in the genome, one comprising the TbD1 region and another at the pks15/1 locus).2, 5, 6, 7 The East African-Indian (EAI) spoligotyping family from lineage 1 (defined by the region of deletion RD239)2, 5, 6, 7 is prevalent in Southeast Asia, particularly in the Philippines, Myanmar, Malaysia, Vietnam, Thailand, India, and East Africa, yet is relatively rare in the Americas. EAI, a mildly virulent group, possesses a reduced potential for transmissibility. Studies performed to characterize Mtb strains in circulation in Latin America have rarely identified EAI, and this family is considered to have limited distribution in comparison with other families in this region. Here we report the detection of one case of the EAI family in Salvador, Bahia-Brazil, an area endemic for TB, and we review previous reports of the occurrence of this family in Brazil.

Methods

Recruitment and study design

A population-based study conducted in Salvador, the capital of the state of Bahia, from August 2008 to August 2010 involved sputum smear-positive patients in the context of an epidemiological survey that identified patients with pulmonary tuberculosis at local health clinics, with enrollment limited to one person per household (data not published). This is an endemic area where disease incidence was estimated at 62.7/100,000 in 2014, while the overall TB incidence in Brazil was reported to be 33.5/100,000. A total of 362 mycobacterial isolates were obtained from the collected positive sputum smears, among which 351 isolates were successfully genotyped and one isolate was identified as belonging to the EAI family. We describe this finding herein and review the previous occurrence of EAI in the country. The present study (CAAE: 0016.0.069.000-07) was approved by the Ethics Committee of the Gonçalo Moniz Research Center (Fiocruz). It adhered to Resolution 196/96 established by the Brazilian National Health Council and complied with the Helsinki declaration guidelines.

Species identification and genotyping

Identification at the species level was performed by phenotypic and biochemical methods after culturing in Lowenstein-Jensen medium (Becton-Dickinson, Palo Alto, CA). RFLP was performed according with the method described by van Embden et al. Spoligotyping profiles were obtained using the method established by Cowan et al. and then submitted to the SITVIT WEB database for family and subfamily designation. Single Nucleotide Polymorphisms (SNPs) were genotyped according to the method by Lopes et al. using 59 SNPs located outside the genome regions known to be related to antibiotic resistance. The EAI lineage has been previously defined by the SNPs in Rv1020_256 and Rv2362c_606.

Systematic review of the literature

We reviewed the studies of Mtb population genetics performed in Brazil to identify previous findings of EAI family tuberculosis isolates in the country. Published studies were located using the PubMed platform or the electronic libraries Scielo (Scientific Electronic Library Online Brazil) or BIREME (Virtual Health Library) through searches using the following terms: “M. tuberculosis” and (genotyping or spoligotyping) and Brazil, imposing no language restrictions. Studies were included in the analysis if fulfilling the following criteria: (i) Study reports more than 10 tuberculosis cases from Brazil; (ii) Study discriminates lineages of Mtb and identifies EAI family by spoligotyping or SNP; (iii) Population-based study published up to June 2016.

Designation of phylogenetic groups and genetic similarity analyses

The octal or binary spoligotyping patterns reported were retrieved from the articles obtained with this search and submitted (1) to the SITVIT WEB database for family and subfamily designation; and (2) to the MIRU-VNTRplus database to generate neighbor-joining phylogenetic trees either including or not the reference strains from this web application. If the SIT information was not available and neither the octal nor the binary spoligotyping pattern was described in the article, the strain was not used in this phylogenetic analysis.

Results

In the survey conducted in Salvador, Bahia, only one case of EAI (0.3%) was identified among the 351 successfully genotyped isolates. This corresponded to a 31-year-old diabetic male presenting characteristic symptoms of TB: cough, hemoptysis, night sweats and weight loss. This patient was interviewed and reported that he had never changed residence, nor traveled outside the metropolitan area. He also reported that, in his adolescence, he had contact with a visiting relative from Italy who exhibited typical TB symptoms. The isolate retrieved from this patient was assigned to the EAI6-BGD1 SIT 702 clade in accordance with the spoligotyping profile observed (Fig. 1B). This unique EAI strain was identified by 15 of the 59 SNPs investigated in our series (Table 1, Fig. 1A). Lopes et al. showed that although 10 of these polymorphisms occur in other lineages, the presence of five SNPs: Rv 0629c_0870, Rv 1020_0256, Rv 2362c_0606, Rv 3644c_0726, and Rv 3644c_0735, serves as confirmation of EAI. The RFLP pattern showed 12 bands (Fig. 1C) and was unique in our series (data not published).
Fig. 1

Genotypic profile of the isolate from Salvador, Bahia, Brazil assigned to the EAI6-BDG1 spoligotyping subfamily (SIT 702). (A) Single Nucleotide Polymorphisms (SNPs). Loci highlighted in blue show polymorphisms uniquely identified in the East African-Indian (EAI) strain as compared to the other 351 genotyped isolates in this series. Loci highlighted in orange show the SNPs that were also distinctive of EAI, according to Lopes et al. (B) Spoligotyping pattern. (C) Restriction-fragment length polymorphism (RFLP).

Table 1

Panel of 59 single nucleotide polymorphisms (SNPs) used for genotyping.

Genome locationGeneGene position and nucleotideS or NSReference
2532Rv0002Rv0002_481t>CS13
6406Rv0005Rv0005_1284c>TS32
9304Rv0006Rv0006_2003g>ANS33
37031Rv0034Rv0034_165c>GS34
43945Rv0041Rv0041_384a>GS34
92199Rv0083Rv0083_188t>GS34
157292Rv0129cRv0129c_309g>AS33
220050Rv0189cRv0189c_1674g>AS34
311613Rv0260cRv0260c_1047c>AS34
720863Rv0629cRv0629c_870c>AS13
797736Rv0697Rv0697_804c>TS34
918316Rv0824cRv0824c_435a>GS34
923065Rv0831cRv0831c_645a>TS34
1047683Rv0938Rv0938_1548g>TNS35
1068151Rv0956Rv0956_591t>CS34
1139222Rv1020Rv1020_256g>ANS13
1163134Rv1040cRv1040c_243a>GS34
1178116Rv1056Rv1056_489t>CS34
1477588Rv1316cRv1316c_44c>GNS13
1479085Rv1317cRv1317c_34a>GNS13
1548149Rv1375Rv1375_318G<AS34
1588456Rv1411cRv1411c_27t>CS33
1595342Rv1420Rv1420_1301t>CNS13
1884697Rv1662Rv1662_2994G>aS34
1892017Rv1665Rv1665_792t>CS34
1920120Rv1696Rv1696_438g>TNS13
1960391Rv1733cRv1733c_97c>TNS33
2134215Rv1884cRv1884c_47a>GS33
2239349Rv1996Rv1996_346a>GNS33
2278276Rv2030cRv2030c_111c>TS33
2603797Rv2330cRv2330c_426c>TS33
2627946Rv2349cRv2349c_753T>cS34
2643653Rv2362cRv2362c_606c>TS13
2825581Rv2510cRv2510c_1509a>CS36
2880702Rv2560Rv2560_628g>CNS34
2891267Rv2567Rv2567_1473c>TS34
3300104Rv2949cRv2949c_467g>ANS33
3300196Rv2949cRv2949c_375c>TS33
3312632Rv2959cRv2959c_207g>ANS33
3332254Rv2976cRv2976c_501g>AS13
3335708Rv2979cRv2979c_41c>GNS13
3426795Rv3062Rv3062_1212c>GS13
3438386Rv3075cRv3075c_588c>TS34
3440542Rv3077Rv3077_1002a>GS34
3455686Rv3088Rv3088_1347g>CS34
3544710Rv3176cRv3176c_591a>GS34
3597737Rv3221cRv3221c_30g>AS33
3641447Rv3261Rv3261_905c>TNS33
3681548Rv3297Rv3297_229a>CS13
3783058Rv3370cRv3370c_1683c>TS34
4024273Rv3581cRv3581c_75a>GS34
4081987Rv3644cRv3644c_735c>GS13
4081996Rv3644cRv3644c_726c>GS13
4119246Rv3679Rv3679_471T>cS34
4137829Rv3695Rv3695_624c>TS34
4156239Rv3711cRv3711c_491t>CNS13
4156503Rv3711cRv3711c_227g>ANS13
4182695Rv3731Rv3731_938g>ANS13
4255922Rv3799cRv3799c_27t>CS34

S, synonymous; NS, non-synonymous.

Genotypic profile of the isolate from Salvador, Bahia, Brazil assigned to the EAI6-BDG1 spoligotyping subfamily (SIT 702). (A) Single Nucleotide Polymorphisms (SNPs). Loci highlighted in blue show polymorphisms uniquely identified in the East African-Indian (EAI) strain as compared to the other 351 genotyped isolates in this series. Loci highlighted in orange show the SNPs that were also distinctive of EAI, according to Lopes et al. (B) Spoligotyping pattern. (C) Restriction-fragment length polymorphism (RFLP). Panel of 59 single nucleotide polymorphisms (SNPs) used for genotyping. S, synonymous; NS, non-synonymous. Our systematic review of the literature regarding EAI occurrence in studies of Mtb diversity performed in Brazil yielded 175 articles, of which 14 were considered eligible for analysis (Fig. 2 and Table 2).14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27 Most of these were either based on bacterial collections maintained in reference laboratories that perform culturing for species identification and phenotypic drug-susceptibility testing,14, 16, 17, 18, 20, 21, 24, 26, 27 or on convenience sampling of TB patients at reference health care units responsible for TB diagnosis.15, 22, 23, 25 One report consisted of a case-control study involving drug-sensitive versus drug-resistant TB patients.
Fig. 2

PRISMA flow diagram describing the systematic literature review performed. aRecords screened were excluded after reading the title and abstract if: (i) the study did not focus on M. tuberculosis; (ii) the isolates were not identified in Brazil; (iii) the strains analyzed were restricted to a non-East African-Indian (EAI) family of M. tuberculosis; (iv) the study did not focus on isolates from humans; (v) the full text was not available via the CAPES Consortium, or access to the article was not provided by Fiocruz. bFull-text articles were not included if: (i) they did not report EAI; (ii) spoligotyping was not performed; (iii) less than 10 isolates were described; (iv) the study analyzed records exclusively from the SITVIT database.

Table 2

Literature review summary of East African-Indian (EAI) isolates described in studies of Mycobacterium tuberculosis diversity performed in Brazil.

NA, not available.

aAmbiguous.

bPattern retrieved from the SITVIT WEB based on the SIT informed by the authors.

cAs described by the authors.

dNo match was found in the SITVIT WEB database; the closest matches found in the MIRU-VNTRplus database pertain to the LAM family.

PRISMA flow diagram describing the systematic literature review performed. aRecords screened were excluded after reading the title and abstract if: (i) the study did not focus on M. tuberculosis; (ii) the isolates were not identified in Brazil; (iii) the strains analyzed were restricted to a non-East African-Indian (EAI) family of M. tuberculosis; (iv) the study did not focus on isolates from humans; (v) the full text was not available via the CAPES Consortium, or access to the article was not provided by Fiocruz. bFull-text articles were not included if: (i) they did not report EAI; (ii) spoligotyping was not performed; (iii) less than 10 isolates were described; (iv) the study analyzed records exclusively from the SITVIT database. Literature review summary of East African-Indian (EAI) isolates described in studies of Mycobacterium tuberculosis diversity performed in Brazil. NA, not available. aAmbiguous. bPattern retrieved from the SITVIT WEB based on the SIT informed by the authors. cAs described by the authors. dNo match was found in the SITVIT WEB database; the closest matches found in the MIRU-VNTRplus database pertain to the LAM family. The EAI family is rare in Brazil, occurring typically at frequencies below 2% of the datasets analyzed (Table 2). While EAI family isolates were found in the North,22, 24 Northeast,19, 22 South,14, 16, 26 and Southeast of Brazil,15, 17, 18, 20, 21, 22, 23, 27 the highest circulation of this family was reported in the North (Pará) (Table 2). The number of EAI isolates varied from only one to as many as 15 in the studies reviewed (Table 2). The EAI subfamilies most frequently reported in Brazil were EAI6-BGD1 (especially in Pará,22, 24 SIT 129) and EAI5 (SIT 1983) (Fig. 3). Some orphan patterns similar to EAI6-BGD1 were also described in two studies performed in Pará (Fig. 3A). Strains of the EAI5 subfamily SIT 1983 were consistently reported (Table 2 and Fig. 3A).14, 20, 21, 22, 23 Furthermore, the spoligotyping patterns EAI3-IND SIT 11 and EAI1-SOM SIT 48 were also present in more than one study (Table 2 and Fig. 3A). These spoligotyping patterns are more similar to other EAI reported in the MIRU-VNTRplus database,28, 29 while the EAI6-BGD1 isolates described in Pará and Bahia cluster with the Delhi/Central Asian (CAS) spoligotype (Fig. 3B).
Fig. 3

Neighbor-joining trees depicting similarities between the East African-Indian (EAI) spoligotyping patterns in Brazil retrieved from the systematic review of the literature and the spoligotyping pattern described in Salvador, Bahia. (A) Dendrogram with corresponding binary spoligotyping patterns. (B) Radiation tree including the reference strains from the MIRU-VNTRplus database.

Neighbor-joining trees depicting similarities between the East African-Indian (EAI) spoligotyping patterns in Brazil retrieved from the systematic review of the literature and the spoligotyping pattern described in Salvador, Bahia. (A) Dendrogram with corresponding binary spoligotyping patterns. (B) Radiation tree including the reference strains from the MIRU-VNTRplus database.

Discussion

The low frequency of EAI in Brazil suggests lower transmissibility of this phylogeographic group than what is observed in other Mtb families. Moreover, other authors have argued that immigration has resulted in the steady influx of particular EAI strains, which has been identified throughout Brazil. On the other hand, this broad distribution, taken together with the restricted genetic variability of the EAI isolates identified in the country, may indicate the endemic nature of this family, albeit at a low prevalence. The most prevalent subfamilies found in Brazil were EAI6-BGD1 and EAI5. Despite the fact that these subfamilies include spoligotype patterns that are common worldwide, the EAI6-BGD1 SIT 702 and the EAI5 SIT 1983 clades described herein have restricted circulation outside Brazil. The SITVIT WEB database contains 21 isolates with the EAI6-BGD1 SIT 702 pattern, three of which are Brazilian samples from an outbreak in Pará.7, 22 The remaining specimens were isolated in Cuba, French Guiana (from a patient of Brazilian origin), the United Kingdom, Malawi, Tunisia, and Zambia. For SIT 1983, the clade with the widest distribution in Brazil, the SITVIT WEB database contains data only from Brazil and India. Moreover, strains of the EAI6-BGD1 family (as well as orphan spoligotyping patterns similar to this subfamily, so far not described in the SITVIT WEB database) were previously reported in an outbreak in Pará,22, 24 as well as in our series in Salvador, Bahia, which is indicative of ongoing transmission not restricted to a particular setting. While the EAI6-BGD1 SIT 129 pattern described in Pará has broader worldwide distribution, as isolates from this clade have been previously reported outside Brazil in Germany, the Republic of Congo, Malawi, Zimbabwe, South Africa, Zambia, French Guiana, and the United States, it was also identified in the context of the Pará outbreak. Finally, other widely distributed EAI clades, such as EAI3-IND SIT 11 and EAI1-SOM SIT 48 (as well as highly similar orphan patterns) were exclusively found in studies performed in southeastern Brazil. Taken together, these findings suggest that some specific clades of EAI may be better adapted to particular Brazilian populations. Interestingly, EAI6-BGD1 and similar orphan spoligotyping patterns described in Salvador-Bahia and in the state of Pará, as well as the isolates obtained from the outbreak that occurred in this state, cluster with some strains of lineage 3 (defined by the combined deletion of the genomic regions TbD1 and RD750, including the Delhi/Central Asian (CAS) spoligotyping family2, 5, 6, 7). Lineage 3 belongs to a group of modern Mtb lineages considered to be more virulent than EAI.2, 5, 6, 7 Nonetheless, this finding should be interpreted with caution, due to the limited capacity of spoligotyping to accurately distinguish among monophyletic groupings of Mtb.

Conclusions

In spite of the low detected prevalence, EAI may in fact be endemic in Brazil. The restricted worldwide distribution of some spoligotyping patterns described in multiple studies conducted in Brazil, together with the genetic relatedness found among isolates from different parts of the country and the occurrence of an outbreak in Pará, seem to suggest the increased fitness exhibited by some clades with respect to our population.

Funding

(Edital MCT-CNPq/MS-SCTIE-DECIT – N° 25/2006).

Conflicts of interest

The authors declare no conflicts of interest.
  33 in total

1.  SITVITWEB--a publicly available international multimarker database for studying Mycobacterium tuberculosis genetic diversity and molecular epidemiology.

Authors:  Christophe Demay; Benjamin Liens; Thomas Burguière; Véronique Hill; David Couvin; Julie Millet; Igor Mokrousov; Christophe Sola; Thierry Zozio; Nalin Rastogi
Journal:  Infect Genet Evol       Date:  2012-02-17       Impact factor: 3.342

2.  Does M. tuberculosis genomic diversity explain disease diversity?

Authors:  Mireilla Coscolla; Sebastien Gagneux
Journal:  Drug Discov Today Dis Mech       Date:  2010

3.  Spoligotyping of clinical Mycobacterium tuberculosis isolates from the state of Minas Gerais, Brazil.

Authors:  Silvana Spíndola de Miranda; Wânia da Silva Carvalho; Philip Noel Suffys; Afrânio Lineu Kritski; Martha Oliveira; Noemi Zarate; Thierry Zozio; Nalin Rastogi; Brigitte Gicquel
Journal:  Mem Inst Oswaldo Cruz       Date:  2011-05       Impact factor: 2.743

4.  Spoligotypes of Mycobacterium tuberculosis complex isolates from patients residents of 11 states of Brazil.

Authors:  Harrison Magdinier Gomes; Atina Ribeiro Elias; Maranibia Aparecida Cardoso Oelemann; Márcia Aparecida da Silva Pereira; Fátima Fandinho Onofre Montes; Ana Grazia Marsico; Afrânio Lineu Kritski; Luciano dos Anjos Filho; Paulo C Caldas; Lia Gonçalves Possuelo; Patrícia Cafrune; Maria Lúcia Rossetti; Norma Lucena; Maria Helena Feres Saad; Hebe Rodrigues Cavalcanti; Clarisse Queico Fujimura Leite; Rossana Coimbra de Brito; Maria Luiza Lopes; Karla Lima; Maisa Souza; Rita de Cássia Trindade; Thierry Zozio; Christophe Sola; Nalin Rastogi; Philip Noel Suffys
Journal:  Infect Genet Evol       Date:  2011-09-01       Impact factor: 3.342

5.  Genotyping of Mycobacterium tuberculosis isolates from a low-endemic setting in northwestern state of Paraná in Southern Brazil.

Authors:  Erika Noda Noguti; Clarice Queico Fujimura Leite; Ana Carolina Malaspina; Adolfo Carlos Barreto Santos; Rosário Dominguez Crespo Hirata; Mario Hiroyuki Hirata; Elsa Massae Mamizuka; Rosilene Fressatti Cardoso
Journal:  Mem Inst Oswaldo Cruz       Date:  2010-09       Impact factor: 2.743

6.  Discovery of a novel Mycobacterium tuberculosis lineage that is a major cause of tuberculosis in Rio de Janeiro, Brazil.

Authors:  Luiz Claudio Oliveira Lazzarini; Richard C Huard; Neio L Boechat; Harrison M Gomes; Maranibia C Oelemann; Natalia Kurepina; Elena Shashkina; Fernanda C Q Mello; Andrea L Gibson; Milena J Virginio; Ana Grazia Marsico; W Ray Butler; Barry N Kreiswirth; Philip N Suffys; Jose Roberto Lapa E Silva; John L Ho
Journal:  J Clin Microbiol       Date:  2007-09-26       Impact factor: 5.948

7.  Out-of-Africa migration and Neolithic coexpansion of Mycobacterium tuberculosis with modern humans.

Authors:  Iñaki Comas; Mireia Coscolla; Tao Luo; Sonia Borrell; Kathryn E Holt; Midori Kato-Maeda; Julian Parkhill; Bijaya Malla; Stefan Berg; Guy Thwaites; Dorothy Yeboah-Manu; Graham Bothamley; Jian Mei; Lanhai Wei; Stephen Bentley; Simon R Harris; Stefan Niemann; Roland Diel; Abraham Aseffa; Qian Gao; Douglas Young; Sebastien Gagneux
Journal:  Nat Genet       Date:  2013-09-01       Impact factor: 38.330

8.  Extrapulmonary tuberculosis: Mycobacterium tuberculosis strains and host risk factors in a large urban setting in Brazil.

Authors:  Teresa Gomes; Solange Alves Vinhas; Bárbara Reis-Santos; Moisés Palaci; Renata Lyrio Peres; Paola P Aguiar; Fabiola Karla Correa Ribeiro; Hebert Silva Marques; Valdério do Valle Dettoni; John L Johnson; Lee W Riley; Ethel Leonor Maciel
Journal:  PLoS One       Date:  2013-10-02       Impact factor: 3.240

9.  Evolution and diversity of clonal bacteria: the paradigm of Mycobacterium tuberculosis.

Authors:  Tiago Dos Vultos; Olga Mestre; Jean Rauzier; Marcin Golec; Nalin Rastogi; Voahangy Rasolofo; Tone Tonjum; Christophe Sola; Ivan Matic; Brigitte Gicquel
Journal:  PLoS One       Date:  2008-02-06       Impact factor: 3.240

10.  Genotyping and drug resistance patterns of Mycobacterium tuberculosis strains observed in a tuberculosis high-burden municipality in Northeast, Brazil.

Authors:  Roberta Dos Santos Silva Luiz; Phillip Suffys; Elizabeth Clara Barroso; Ligia Regina Franco Sansigolo Kerr; Cynthia Romariz Duarte; Max Victor Carioca Freitas; Rosa Maria Salani Mota; Cristiane Cunha Frota
Journal:  Braz J Infect Dis       Date:  2013-04-20       Impact factor: 3.257

View more
  5 in total

1.  Methylation in Mycobacterium tuberculosis is lineage specific with associated mutations present globally.

Authors:  Jody Phelan; Paola Florez de Sessions; Leopold Tientcheu; Joao Perdigao; Diana Machado; Rumina Hasan; Zahra Hasan; Indra L Bergval; Richard Anthony; Ruth McNerney; Martin Antonio; Isabel Portugal; Miguel Viveiros; Susana Campino; Martin L Hibberd; Taane G Clark
Journal:  Sci Rep       Date:  2018-01-09       Impact factor: 4.379

2.  Characterization of DNA methylation in Malawian Mycobacterium tuberculosis clinical isolates.

Authors:  Victor Ndhlovu; Anmol Kiran; Derek J Sloan; Wilson Mandala; Marriott Nliwasa; Dean B Everett; Benjamin Kumwenda; Mphatso Mwapasa; Konstantina Kontogianni; Mercy Kamdolozi; Elizabeth Corbett; Maxine Caws; Gerry Davies
Journal:  PeerJ       Date:  2020-12-16       Impact factor: 2.984

Review 3.  Molecular epidemiology of Mycobacterium tuberculosis in Brazil before the whole genome sequencing era: a literature review.

Authors:  Emilyn Costa Conceição; Richard Steiner Salvato; Karen Machado Gomes; Arthur Emil Dos Santos Guimarães; Marília Lima da Conceição; Ricardo José de Paula Souza E Guimarães; Abhinav Sharma; Ismari Perini Furlaneto; Regina Bones Barcellos; Valdes Roberto Bollela; Lívia Maria Pala Anselmo; Maria Carolina Sisco; Cristina Viana Niero; Lucilaine Ferrazoli; Guislaine Refrégier; Maria Cristina da Silva Lourenço; Harrison Magdinier Gomes; Artemir Coelho de Brito; Marcos Catanho; Rafael Silva Duarte; Philip Noel Suffys; Karla Valéria Batista Lima
Journal:  Mem Inst Oswaldo Cruz       Date:  2021-03-15       Impact factor: 2.743

4.  Structural Prediction and Mutational Analysis of Rv3906c Gene of Mycobacterium tuberculosis H37Rv to Determine Its Essentiality in Survival.

Authors:  Md Amjad Beg; Sonu Chand Thakur; Laxman S Meena
Journal:  Adv Bioinformatics       Date:  2018-08-15

5.  Genetic diversity of Mycobacterium tuberculosis clinical isolates in Blantyre, Malawi.

Authors:  Victor Ndhlovu; Anmol Kiran; Derek Sloan; Wilson Mandala; Konstantina Kontogianni; Mercy Kamdolozi; Maxine Caws; Gerry Davies
Journal:  Heliyon       Date:  2019-10-10
  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.