Literature DB >> 21801364

Characterization of the genetic diversity of Mycobacterium tuberculosis in São Paulo city, Brazil.

Natália H Mendes1, Fernando Af Melo, Adolfo Cb Santos, José Rc Pandolfi, Elisabete A Almeida, Rosilene F Cardoso, Henri Berghs, Suzana David, Faber K Johansen, Lívia G Espanha, Sergio Ra Leite, Clarice Qf Leite.   

Abstract

BACKGROUND: Tuberculosis is a major health problem in São Paulo, Brazil, which is the most populous and one of the most cosmopolitan cities in South America. To characterize the genetic diversity of Mycobacterium tuberculosis in the population of this city, the genotyping techniques of spoligotyping and MIRU were applied to 93 isolates collected in two consecutive years from 93 different tuberculosis patients residing in São Paulo city and attending the Clemente Ferreira Institute (the reference clinic for the treatment of tuberculosis).
FINDINGS: Spoligotyping generated 53 different spoligotype patterns. Fifty-one isolates (54.8%) were grouped into 13 spoligotyping clusters. Seventy- two strains (77.4%) showed spoligotypes described in the international databases (SpolDB4, SITVIT), and 21 (22.6%) showed unidentified patterns. The most frequent spoligotype families were Latin American Mediterranean (LAM) (26 isolates), followed by the T family (24 isolates) and Haarlem (H) (11 isolates), which together accounted for 65.4% of all the isolates. These three families represent the major genotypes found in Africa, Central America, South America and Europe. Six Spoligo-International-types (designated SITs by the database) comprised 51.8% (37/72) of all the identified spoligotypes (SIT53, SIT50, SIT42, SIT60, SIT17 and SIT1). Other SITs found in this study indicated the great genetic diversity of M. tuberculosis, reflecting the remarkable ethnic diversity of São Paulo city inhabitants. The MIRU technique was more discriminatory and did not identify any genetic clusters with 100% similarity among the 93 isolates. The allelic analysis showed that MIRU loci 26, 40, 23 and 10 were the most discriminatory. When MIRU and spoligotyping techniques were combined, all isolates grouped in the 13 spoligotyping clusters were separated.
CONCLUSIONS: Our data indicated the genomic stability of over 50% of spoligotypes identified in São Paulo and the great genetic diversity of M. tuberculosis isolates in the remaining SITs, reflecting the large ethnic mix of the São Paulo city inhabitants. The results also indicated that in this city, M. tuberculosis isolates acquired drug resistance independently of genotype and that resistance was more dependent on the selective pressure of treatment failure and the environmental circumstances of patients.

Entities:  

Year:  2011        PMID: 21801364      PMCID: PMC3160979          DOI: 10.1186/1756-0500-4-269

Source DB:  PubMed          Journal:  BMC Res Notes        ISSN: 1756-0500


Findings

Tuberculosis (TB) is an infectious disease characterized by high morbidity and mortality in developing countries and in urban areas of developed countries [1]. Tuberculosis is a major health problem in São Paulo city with an incidence of 65.2 cases/100,000 inhabitants [2]. The city is considered the most cosmopolitan in South America, owing to its population density of more than 7,000 inhabitants per square kilometre and the very large number of registered immigrants [3]. To characterize the genetic diversity of the Mycobacterium tuberculosis strains responsible for TB in the population of São Paulo city, the genotyping techniques of spoligotyping and MIRU were applied to 93 strains isolated from clinical samples taken over two consecutive years from 93 different TB patients residing in this city, who were attending the Clemente Ferreira Institute for treatment. Spoligotyping has been widely used in the molecular epidemiology of TB, to investigate the population structure of M. tuberculosis, focusing on the identification of genotypic lineages and spoligotype families and their geographic distribution [4]. Furthermore, molecular techniques such as MIRU (Mycobacterial Interspersed Repetitive Units) can be used to cluster M. tuberculosis strains from patients with epidemiological links, identify chains of transmission and discriminate isolates at the clonal level [5]. Spoligotyping is based on DNA polymorphisms within the direct repeat (DR) locus of M. tuberculosis, assaying the presence or absence of a set of target spacer sequences between the DRs. The binary pattern of spacers between the conserved DRs in the region is used to differentiate strains of M. tuberculosis [6]. MIRU genotyping is a highly reproducible and fast system, generating genotypes based on a detailed study of 12 loci of the M. tuberculosis genome, with structurally similar or, in some loci, identical Variable Number of Tandem Repeat (VNTR) mini-satellites [7]. MIRU genotyping applied as a first line molecular typing method, in combination with spoligotyping, has proved to be adequate for strain discrimination in most cases, including large-scale studies [8]. This paper is a report on the genetic diversity of M. tuberculosis isolates collected over 2 years from patients in São Paulo city, in southeast Brazil, who attended the Clemente Ferreira Institute.

Methods

Clinical isolates

From August 2006 to July 2008 a total of 93 M. tuberculosis isolates were obtained from sputum specimens of patients with pulmonary TB admitted to the Clemente Ferreira Institute, a health reference center for TB treatment in São Paulo city. All isolates were cultured on Löwenstein-Jensen (LJ) slants at 37°C, identified as M. tuberculosis by phenotypic [9] and PCR-IS6110 [10] methods and tested for drug susceptibility by the Becton-Dickinson MGIT 960 system [11]. The study had ethical approval from the Research Ethics Commitee of the School of Pharmaceutical Sciences, São Paulo State University at Araraquara (reference 01/2006).

Spoligotyping

Briefly, M. tuberculosis cells from LJ slant cultures were lysed by freezing and boiling three times and the DNA (in solution) was purified by addition of phenol-chloroform-isoamyl alcohol (25:24:1, v/v), followed by chloroform-isoamyl alcohol (24:1, v/v) and then precipitated with ice-cold ethanol. The purified DNA pellet was resuspended in Tris-EDTA, pH 8.0 (TE buffer), and stored at -20°C until used [4]. The extracted DNA was subjected to PCR, to amplify the DR region, using 1 μL of mycobacterial DNA (10 ng) in 24 μL of a reaction mixture containing 0.4 μM of each primer, DRa 5'-GGTTTTGGGTCTGACGAC-3' (biotinylated 5' end) and DRb 5'-CCGAGAGGGGACGGAAAC-3' (both from Bioneer Company, South Korea), and the PCR Master Mix (Fermentas, USA). PCR products were hybridized with a set of 43 spacer oligonucleotides covalently linked to the spoligo-membrane (Pall Biosystems, Portsmouth, UK), according to the manufacturer's instructions. Bound fragments were incubated with streptavidin-peroxidase conjugate (Boehringer, Ingelheim, Germany) and then detected by chemiluminescence and assessed by an enhanced chemiluminescence system (ECL detection kit, Amersham, Buckinghamshire, UK). The autoradiograms were developed after 30 minutes of exposure, using standard photochemical products [4]. The term Shared Type (ST) designates spoligotypes common to more than one isolate. These have been assigned "Spoligo-International-Type" (SIT) numbers at the international database SITVIT, allowing online query of the current version in the published SpolDB4 database [12] and at http://www.pasteur-guadeloupe.fr:8081/SITVITDemo/[13]. The SITs identified in this study were classified into spoligotype families and subfamilies with the help of the SpolDB4 database. For spoligotype patterns not previously reported in SpolDB4, the 'Spotclust' database was used [14]. This model takes into account knowledge of the evolution of the DR region and assigns spoligotype patterns to families and subfamilies, by means of a computer algorithm based on studies of the previous database SpolDB3 http://cgi2.cs.rpi.edu/~bennek/SPOTCLUST.html[15].

MIRU-VNTR

The mycobacterial DNA was extracted by thermolysis [16]. For genotyping, the set of VNTRs, consisting of 12 MIRUs (MIRU loci 2,4,10,16,20,23,24,26,27,31,39,40), was investigated as described in the literature [7,17]. The PCR amplicon was subjected to electrophoresis in 2.0% w/v agarose gel (Invitrogen Life Technologies, São Paulo, Brazil). DNA ladders of 50 and 100 bp (Invitrogen Life Technologies, São Paulo, Brazil) were used as molecular markers. The gels were stained with ethidium bromide and visualized under ultraviolet light and photodocumented with Alpha-imager 2200 (Alpha Innotech Corporation, San Leandro, CA, USA). The size of the PCR fragment for each locus was estimated by visual comparison with the molecular markers and the MIRU allele score was determined from the size as described [7,16]. The results from each of the 12 loci were combined to create a 12-digit allelic profile.

Construction of dendrograms

The spoligotyping data, the MIRU data and a combination of both data sets were analysed with the software program BioNumerics 4.5 (Applied Maths®, Sint Martens Latem, Belgium), using Euclidean Distance to calculate the similarity matrix, and a dendrogram based on this matrix was constructed by the UPGMA method.

Results

Of the 93 patients affected by tuberculosis, 56 (60.2%) were males and 37 (39.8%) females. The drug resistance profiles of the 93 clinical isolates were as follows: 58.1% showed resistance to isoniazid (INH), 50.5% to rifampicin (RIF), 26.9% to ethambutol (EMB) and 34.4% to streptomycin (ST). Isolates simultaneously resistant to INH and RIF represented 49.5% (46) of the total number of isolates, whereas 25.8% (24) were resistant to INH, RIF and EMB and 17.2% (16) to INH, RIF, EMB and ST. Colony morphology, biochemical characteristics and the presence of a 245 bp spoligotyping amplification product confirmed (in all 93 clinical isolates) the etiological agent M. tuberculosis. Spoligotyping revealed that, of the 93 isolates, 72 (77.4%) showed spoligotypes described in the international database (SpolDB4) consisting of 36 different patterns, belonging to six families and 15 subfamilies (T1, T1 (T4-CE1), T2, T2-T3, T3, H1, H3, LAM1, LAM2, LAM3, LAM4, LAM5, LAM6, LAM9, X3, Beijing, S) and undesignated (U and U likely H) (Table 1).
Table 1

Spoligotypes identified in SpolDB4 by a SIT numbera

SITaSpoligotypeLabelbNo. of Isolatesc
1000000000003771Beijing4
47777777774020771H12
50777777777720771H38
467000000000020771H31
20677777607760771LAM 011
17677737607760771LAM 024
826677737207760771LAM 021
33776177607760771LAM 031
130776177607760731LAM 031
60777777607760731LAM 044
828377777607760731LAM 042
1895777777607460731LAM 041
93777737607760771LAM 051
64777777607560771LAM 061
42777777607760771LAM 097
1154777777607760751LAM 091
1277777777207760771LAM 091
34776377777760771S1
53777777777760771T110
86777777737760771T11
102777703777760771T11
244777777777760601T11
453777777677560771T11
1166777377777760771T11
1214777617777760771T11
1475777357777760771T11
1905777777777460771T12
65777777777760471T1 (T4-CE1 )1
175777777677760731T21
73777737777760731T2-T31
157777737777760471T32
397777777600000771U2
534777777607400000U1
560777000000000371U1
46777777770000000U (likely H)1
92700076777760771X31

aSpoligo International Type (SIT), International spoligotype database SpolDB4 www.pasteur-guadeloupe.fr:8081/SITVITDemo/; bLabel for spoligotype families as designated in the international spoligotype database SpolDB4; CNumber of isolates in this study.

Spoligotypes identified in SpolDB4 by a SIT numbera aSpoligo International Type (SIT), International spoligotype database SpolDB4 www.pasteur-guadeloupe.fr:8081/SITVITDemo/; bLabel for spoligotype families as designated in the international spoligotype database SpolDB4; CNumber of isolates in this study. Among the 72 isolates with spoligotypes described in SpolDB4, the Latin American-Mediterranean (LAM) and T families were the main spoligotype families, with 26 (36.1%) and 24 (33.3%) isolates respectively, followed by H, with 11 (15.3%) isolates. Thus, the LAM and T spoligotype families together totalled 69.4% of the all isolates. The Undesignated group (U) comprised 6.9% of isolates and the S and X families were each represented by a single isolate (Figure 1).
Figure 1

Dendrogram produced with the results obtained by spoligotyping.

Dendrogram produced with the results obtained by spoligotyping. Twenty-one isolates (22.6%), representing 17 spoligotype patterns, could not be classified into SITs and families. These unidentified spoligotypes were analyzed by Spotclust, a program enabling the percent similarity of these patterns with existing subfamilies to be determined (Table 2).
Table 2

Spoligotypes analyzed by Spotclust.

No. of IsolatesSpoligotype% Similarity/Subfamilies
477777747772077111% T1 and 39% H3
177617760746077199% LAM9
277617360776077199% LAM3
167777760776071133% LAM1
174377407756073198% H37Rv
167777760766061166% LAM1 and 34% LAM9
175777760756077199% LAM9
177777777742061166% H3 and 25% T1
177737763776077199% T1
175737777776073199% T1
167770000016077199% T4
157777674476077165% X1 and 34% T1
167773760772077181% LAM2 and 10% LAM1
177767773776077199% T1
177776007762077196% H37Rv
177743777402077199% H1
177715760776077199% LAM9
Spoligotypes analyzed by Spotclust. The spoligotype dendrogram constructed with BioNumerics 4.5, presented in Figure 1, grouped 51 (54.8%) of the isolates into 13 clonal groups (two of them composed of unidentified clustered strains) with 100% similarity. Six groups consisted of two isolates each, four groups of four isolates each, one of seven isolates, one of eight isolates and one of ten isolates. Regarding the two clusters of unidentified spoligotype patterns, the dendrogram indicated that the spoligotype pattern with four clustered isolates showed 93% similarity with SIT 50 (subfamily H3), differing only by the absence of spacers 20 and 21. The other spoligotype pattern, with two clustered isolates, showed 87% similarity with SIT 130 (subfamily LAM3), differing in just two spacers (absence of spacer 16 and presence of spacer 39). Genotyping by the MIRU technique generated 93 distinct genotypes and no formation of genetic groups with 100% similarity. The technique also revealed that the MIRU loci 10, 23, 26 and 40 were the most discriminatory. Loci 26 and 40 were the most polymorphic, with eight alleles, followed by loci 23 and 10 with seven alleles each. In all the strains tested, locus 24 showed 0 or 1 allele. Amplification was unsuccessful for locus 23 in one isolate and locus 40 in another, even after five repeats. The dendrogram resulting from the combined analysis of spoligotyping and MIRU data, performed with the Bionumerics 4.5 program, showed no clonal group, thus generating 93 independent genotypes (data not shown). Table 3 shows the isolates clustered by spoligotyping and their respective geographic distribution, MIRU and drug resistance profiles against isoniazid (INH), rifampicin (RIF), streptomycin (ST) and ethambutol (EMB).
Table 3

Summarized results of all assays

No. of IsolatesSITLabelGeographic distributionMIRULocus allelesDrug resistance profile
41BeijingUbiquitous common223126152331INH + RIF

223321172412INH + RIF
223425173423ST
223325183503INH + RIF + ST

2397UARG, BRA, ITA, USA, VEN023224062103INH + RIF + ST + EMB
123204052113INH + ST

247H1Ubiquitous common225212052314INH + RIF + EMB
225313153314Sb

2NIa223115052313INH + RIF
224226153303INH + RIF + EMB

460LAM04Ubiquitous common124325132324INH + ST
023225132214INH + RIF
124326033304INH + RIF + EMB
224127131221INH + RIF + ST + EMB

2828LAM04BRA, GNB225226143301INH
133223142322INH + RIF + ST

742LAM09Ubiquitous common123016052211S
124014041311S
124224042111S
123100141311INH + RIF + ST + EMB
224126041311INH + RIF
234126132311INH
224225132221ST

417LAM02Ubiquitous common223114162211S
224325143211S
224126153301INH + RIF + ST + EMB
224225132221INH + RIF + ST + EMB

1053T1Ubiquitous common123225152322INH + ST
222014022204S
222215032215S
224225112121INH + RIF + ST
212223112213INH + RIF + ST
223325163214S
224225143301INH + RIF + ST
223126142301INH + RIF + EMB
204324113301INH + RIF + EMB
223024122328S

21905T1ARG, BRA124324042324INH + RIF + EMB
223113152314RIF

2157T3DEU, ITA, PRT124323042212S
024215032114INH

4NIa125202052212INH + RIF + EMB
124301152314INH + RIF + ST
22422?152322-
225324152326INH + RIF + ST + EMB

850H3Ubiquitous common225302152213INH
225214152313INH + RIF + ST + EMB
223202152313S
127213052312INH + RIF + ST + EMB
22331215232?INH + RIF + ST + EMB
225313153313Sb
226324152324INH + RIF + ST + EMB
226223152224INH + RIF + ST + EMB
Summarized results of all assays

Discussion

The evaluation of epidemiological data from 93 patients revealed that 60.2% were male and 39.8% were female. Moreover, 46 (49.5%) of the M. tuberculosis clinical isolates were multi-drug resistant (MDR). In the same health center, it was found that, of 182 patients, 112 (61.5%) were male and that all of them presented MDR tuberculosis [18]. The main spoligotype families in this study, LAM and T (representing 69.4% of the isolates), were also found in the Hospital Fernando Fonseca in Lisbon, Portugal, where the predominance of the LAM family was noted in 51% of the isolates [19]. The preponderance of these M. tuberculosis families in São Paulo city and Lisbon is probably due to the close relationship between Brazil and Portugal, especially between the two cities. In Brazil, studies carried out in Rio Grande do Sul [20] and in Maringa (PR) [21] corroborate the prevalence of these families. The families LAM and T and also Haarlem are most frequently found in Africa, South America and Central Europe [12]. The other families found in isolates from São Paulo were the Beijing (four isolates), S and X, with one isolate each. The presence of the Beijing family (SIT1), representing 5.6% of all the identified SITs, may be due to the immigration of Asians to São Paulo city. In Portugal, the Beijing spoligotypes are less frequent (3%) [19]. Within the subfamily T1, we can highlight two isolates of a rare genotype SIT1905. Only two isolates of this genotype are cited in SpolDB4 (one in Brazil and the other in Argentina). Analysing the geographic distribution of the spoligotypes, it appears that SIT1895 is a localized genotype described only in Brazil and that SIT 828 is found only in Brazil and Guinea Bissau. Fourteen spoligotypes (SITs: 33, 93, 157, 1154, 86, 102, 453, 467, 1166, 1214, 1475, 34, 534 and 560) not previously reported in Brazil were also observed. SIT 33 is a spoligotype identified in South Africa, but the presence of this pattern in São Paulo city may not be surprising. The north-eastern and south-eastern regions of Brazil have a strong African influence because of the slave trade in the past and, after its abolition, immigration from that continent. SIT93 is a spoligotype found in Venezuela and SIT 1154 in Haiti and the presence of these SITs in the city of São Paulo may be related to contact with those countries. The spoligotypes with SITs 86, 102, 453, 1166, 1214 and 1475 of the T1 subfamily, SIT 157 of the T3 as well as SIT 34 of the S family, originate in countries that have close immigration links to Brazil. In the mid 19th century, the southeast region (especially São Paulo) was the destination of many European immigrants, including Portuguese, Italians and Spaniards, in addition to immigrants from the Middle East, such as Syrians and Lebanese. Analyzing the stability of the genotypes, our study indicated that six SITs (17, 60, 42, 53, 50 and 1) comprised 51.8% of all the isolates whose genotypes were identified in SpolDB4, indicating these as the major genotypes responsible for tuberculosis in São Paulo. In southern Brazil, it was observed that about half of the isolates belonged to seven spoligotypes (SITs 17, 20, 33, 42, 50, 53 and 65) [22]. Eight SITs responsible for 50% of the tuberculosis cases were also found in Lisbon, Portugal [19]. In Honduras, the five predominant spoligotypes were SIT33,42,67,53 and 376 [23]. The prevalence of 13.8%, 11.1% and 9.7% respectively of SITs 53, 50 and 42 was to be expected since these SITs are distributed worldwide [6]. SIT 53 is the second most frequently isolated type in SpolDB4, suggesting that this strain is easily transmitted and adaptable [24]. SITs 17 and 60 are also widely distributed around the world, although predominantly in Latin America [6,25]. In Rio Grande do Sul (south Brazil), the two patterns most frequently found were SIT50 and SIT53 [22]. Despite the fact that six SITs represent more than 50% of all spoligotypes identified in São Paulo, the other SITs found show the great genetic diversity of M. tuberculosis isolates, possibly reflecting the large ethnic mix of the São Paulo city inhabitants. Our data indicate that spoligotyping overestimated cluster formation, in agreement with the data in a previously published study [22] that investigated the genetic diversity of M. tuberculosis in southern Brazil, a region with a high incidence of tuberculosis. The MIRU technique generated 93 independent genotypes and did not create any groups with 100% similarity, corroborating another study [20] in which it was shown that spoligotyping had a lower discriminatory power than MIRU. VNTR (minisatellites) are free of selective or functional pressure, so that MIRU profiles can be stable for up to 18 months of consecutive isolation [16]. Despite the two-year follow-up and study of 93 strains, our data can only show a tendency, owing to the small sample size in comparison with the high tuberculosis incidence in São Paulo. However, when applied to M. tuberculosis isolates from a rural population in Kanpur, South Asia, MIRU also failed to reveal genetic group formation [26]. The authors concluded that even in small populations, M. tuberculosis isolates may present high genetic diversity. There is a hierarchy among the twelve polymorphic MIRU loci and it has been shown that loci 10, 23, 26, 31 and 40 generate the highest allelic diversity [6]. In agreement with that result, in our study loci 10, 23, 26, and 40 were the most discriminatory. However, locus 31 did not show high variation (ranging from alleles 1 to 5). In another study [20], loci 10, 23, 26 and 40 also showed the greatest discriminatory power. MIRU locus 24 enables the classification of spoligotyping families into two groups (A and B). Group B has 0 or 1 allele at locus 24 and consists of families of more recent evolution. In our study, all isolates showed 0 or 1 allele at locus 24 and none was found to belong group A, with ancestral families (Bovis, AFRI or EAI) [27]. The isolates found in São Paulo thus belong to families that have evolved more recently and that are apparently more prevalent around the world. The combination of the two techniques, spoligotyping and MIRU, separated all isolates of the 13 spoligotyping clusters, generating 93 different genotypes. Despite the small number of isolates in each of the spoligotyping clusters, certain MIRU loci were more discriminatory in differentiating SITs and subfamilies. It was observed that MIRU 40 was the most important in the discrimination of LAM, T and X families, and MIRU 26 and MIRU 23 in that of Beijing and Haarlem, respectively. Looking specifically at the 13 SITs clustered by spoligotyping (Table 3), our results agree with the literature with respect to T1 (locus 40) and Beijing (locus 26 for SIT1). However, for SITs 60 and 828 (LAM4), 42 (LAM9) and 17 (LAM2), locus 23 was the most promising, whereas for SIT50 from the Haarlem family, the most important was locus 10 [27]. From Table 3, we can also see that all isolates with the SIT1 pattern (Beijing family) were MDR strains, except for one isolate resistant only to streptomycin. The Beijing strains may be genetically more invasive and adapted to acquire drug resistance [28]. However, this study found that all the families identified comprised both MDR and non-MDR isolates. In Brazil, the characteristic of MDR in M. tuberculosis is mostly "acquired" as a result of treatment failure, due to irregularity in the taking of medication, neglect and incorrect prescriptions [29]. Our data corroborated these findings, indicating that in São Paulo city M. tuberculosis clinical isolates have acquired resistance to INH and RIF independently of their genotypes. MDR strains may have been generated by the selective pressure due to problems in adherence to treatment and environmental circumstances (high population density and ethnic diversity) of the inhabitants of São Paulo city.

Competing interests

The authors declare that they have no competing interests.

Authors' contributions

NM carried out molecular genetic studies, comprising spoligotyping, and drafted the manuscript. FM carried out the sampling of Mycobacterium tuberculosis and sent us the isolates. AS carried out the molecular techniques spoligotyping and MIRU-VNTR. JP, LE and FJ carried out the MIRU-VNTR technique. EA carried out the classic epidemiological analysis and SL the resistance profile of the samples. RF carried out the spoligotyping technique and helped in drafting this manuscript. HB helped in a construction of the dendrogram. SD carried out a draft of this manuscript. CL drafted the manuscript and is advisor and head of the laboratory. All authors read and approved the final manuscript
  22 in total

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Journal:  Res Microbiol       Date:  2004-10       Impact factor: 3.992

10.  Global distribution of Mycobacterium tuberculosis spoligotypes.

Authors:  Ingrid Filliol; Jeffrey R Driscoll; Dick Van Soolingen; Barry N Kreiswirth; Kristin Kremer; Georges Valétudie; Dang Duc Anh; Rachael Barlow; Dilip Banerjee; Pablo J Bifani; Karine Brudey; Angel Cataldi; Robert C Cooksey; Debby V Cousins; Jeremy W Dale; Odir A Dellagostin; Francis Drobniewski; Guido Engelmann; Séverine Ferdinand; Deborah Gascoyne-Binzi; Max Gordon; M Cristina Gutierrez; Walter H Haas; Herre Heersma; Gunilla Källenius; Eric Kassa-Kelembho; Tuija Koivula; Ho Minh Ly; Athanasios Makristathis; Caterina Mammina; Gerald Martin; Peter Moström; Igor Mokrousov; Valérie Narbonne; Olga Narvskaya; Antonino Nastasi; Sara Ngo Niobe-Eyangoh; Jean W Pape; Voahangy Rasolofo-Razanamparany; Malin Ridell; M Lucia Rossetti; Fritz Stauffer; Philip N Suffys; Howard Takiff; Jeanne Texier-Maugein; Véronique Vincent; Jacobus H De Waard; Christophe Sola; Nalin Rastogi
Journal:  Emerg Infect Dis       Date:  2002-11       Impact factor: 6.883

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  12 in total

1.  Mycobacterium tuberculosis isolates from single outpatient clinic in Panama City exhibit wide genetic diversity.

Authors:  Dilcia Sambrano; Ricardo Correa; Pedro Almengor; Amada Domínguez; Silvio Vega; Amador Goodridge
Journal:  Am J Trop Med Hyg       Date:  2014-05-27       Impact factor: 2.345

2.  Population structure and circulating genotypes of drug-sensitive and drug-resistant Mycobacterium tuberculosis clinical isolates in São Paulo state, Brazil.

Authors:  Maria Conceição Martins; Carmen M Saraiva Giampaglia; Rosângela S Oliveira; Vera Simonsen; Fábio Oliveira Latrilha; Letícia Lisboa Moniz; David Couvin; Nalin Rastogi; Lucilaine Ferrazoli
Journal:  Infect Genet Evol       Date:  2012-11-28       Impact factor: 3.342

Review 3.  Circulation of M. tuberculosis Beijing genotype in Latin America and the Caribbean.

Authors:  M I Cerezo-Cortés; J G Rodríguez-Castillo; R Hernández-Pando; M I Murcia
Journal:  Pathog Glob Health       Date:  2020-01-05       Impact factor: 2.894

4.  Molecular epidemiology and genotyping of Mycobacterium tuberculosis isolated in Baghdad.

Authors:  Ruqaya Mustafa Ali; Alberto Trovato; David Couvin; Amina N Al-Thwani; Emanuele Borroni; Fahim H Dhaer; Nalin Rastogi; Daniela M Cirillo
Journal:  Biomed Res Int       Date:  2014-02-26       Impact factor: 3.411

5.  Spoligotyping and drug resistance patterns of Mycobacterium tuberculosis isolates from five provinces of Iran.

Authors:  Mehri Haeili; Davood Darban-Sarokhalil; Abbas Ali Imani Fooladi; Sedigheh Javadpour; Abdorrazagh Hashemi; Farideh Siavoshi; Mohammad Mehdi Feizabadi
Journal:  Microbiologyopen       Date:  2013-10-28       Impact factor: 3.139

6.  Strain classification of Mycobacterium tuberculosis isolates in Brazil based on genotypes obtained by spoligotyping, mycobacterial interspersed repetitive unit typing and the presence of large sequence and single nucleotide polymorphism.

Authors:  Sidra E G Vasconcellos; Chyntia Carolina Acosta; Lia Lima Gomes; Emilyn Costa Conceição; Karla Valéria Lima; Marcelo Ivens de Araujo; Maria de Lourdes Leite; Flávio Tannure; Paulo Cesar de Souza Caldas; Harrison M Gomes; Adalberto Rezende Santos; Michel K Gomgnimbou; Christophe Sola; David Couvin; Nalin Rastogi; Neio Boechat; Philip Noel Suffys
Journal:  PLoS One       Date:  2014-10-14       Impact factor: 3.240

7.  Genetic diversity and molecular epidemiology of multidrug-resistant Mycobacterium tuberculosis in Minas Gerais State, Brazil.

Authors:  Nayanne Gama Teixeira Dantas; Phillip Noel Suffys; Wânia da Silva Carvalho; Harrison Magdinier Gomes; Isabela Neves de Almeida; Lida Jouca de Assis; Claudio José Augusto; Michel Kireopori Gomgnimbou; Guislaine Refregier; Christophe Sola; Silvana Spíndola de Miranda
Journal:  BMC Infect Dis       Date:  2015-08-01       Impact factor: 3.090

8.  Viability of stressed Mycobacterium tuberculosis and association with multidrug resistance.

Authors:  Maria Conceição Martins; Carmen Maria Saraiva Giampaglia; Erica Chimara; Rosângela Siqueira Oliveira; Danielle Vedovello; Sidnei Miyoshi Sakamoto; Lucilaine Ferrazoli
Journal:  Braz J Microbiol       Date:  2013-10-30       Impact factor: 2.476

9.  First baseline of circulating genotypic lineages of Mycobacterium tuberculosis in patients from the brazilian borders with Argentina and Paraguay.

Authors:  Luzia Neri C Machado; Nadir R Marcondes; Clarice Q Fijimura Leite; Adolfo C Barreto Santos; Fernando Rogério Pavan; Vanessa Pietrowski Baldin; Aline Lemes Castilho; Vera Lúcia D Siqueira; Lilian Cristiane Baeza; Henri Berghs; Rosilene Fressatti Cardoso
Journal:  PLoS One       Date:  2014-09-09       Impact factor: 3.240

10.  Whole-Genome Sequencing of a Haarlem Extensively Drug-Resistant Mycobacterium tuberculosis Clinical Isolate from Medellín, Colombia.

Authors:  N Alvarez; D Haft; U A Hurtado; J Robledo; F Rouzaud
Journal:  Genome Announc       Date:  2016-06-16
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