Tuberculosis in the Caribbean: Using Spacer Oligonucleotide Typing to Understand Strain Origin and Transmission.
Sequencing of the Mycobacterium tuberculosis H37Rv genome (1) has facilitated the study of the biodiversity of M. tuberculosis around the world (2). We investigated M. tuberculosis epidemiology and biodiversity in the Caribbean region, where sequencing data are not available. Caribbean islands possess independent and shared characteristics that justify investigation of both the molecular epidemiology (3) and the evolutionary history of M. tuberculosis (4). We used spacer oligonucleotide typing (spoligotyping), double-repetitiveelement (DRE)- polymerase chain reaction (PCR) and IS610-restriction fragment length polymorphism (RFLP) (5-7) to understand the molecular epidemiology and reconstruct the phylogeny of M. tuberculosis. The first step was to demonstrate that the chosen molecular methods differentiated isolates with respect to their molecular clonality. The second step was to demonstrate that under proper epidemiologic circumstances, clonality implies active transmission. To eliminate sample bias, we used all data for Guadeloupe during a 3-year period (1994-96) and for Martinique and French Guiana during a 2-year period (1995-96).
most probable precursor (8). On the basis of restricted allelic diversity, the speciation of M. tuberculosis is estimated to have occurred 15,000 to 20,000 years ago (4). It is thought that the spread of tuberculosis (TB) began in Europe around the middle ages and reached the new world in the 16th century, Africa in the 19th century, and only recently, remote regions such as Papua-New Guinea (mid-20th century) and the Amazon (last quarter of the 20th century) (8). The study of the genetic biodiversity of M. tuberculosis might help reconstruct this evolutionary scenario. Previous work from our laboratory showed that a significant proportion of patients had conserved (or ancient) strains of tubercle bacilli (6), and analysis based on multiple genetic markers showed genetic relatedness between some clusters of bacilli within Guadeloupe (9).
Demographics and Molecular Typing Methods
Guadeloupe Martinique, and French Guiana have major demographic difference (Table 1). Guadeloupe and Martinique are densely populated islands in the in the center of Lesser Antilles; they have similar population sizes (417,000 and 388,000) and areas (1,705 [km.sup.2] and 1,100 [km.sup.2]) and homogeneous populations (93% French nationals). French Guiana is sparsely populated (150,000), its inhabitants scattered throughout a large territory (91,000 [km.sup.2]). Guadeloupe and Martinique are characterized by an insular population, whereas French Guiana, which borders Surinam and Brazil, is populated by persons of diverse geographic and ethnic origin (many immigrants from South and Central America). The distribution of TB cases among these three French overseas territories reflects their individual demographics. In Guadeloupe and Martinique, 27% and 25% of all TB cases, respectively, were imported, while in French Guiana, 68% of all cases were imported (10). The basic epidemiologic data (incidence, age, sex, nationality, HIV coinfection) for all TB cases reported to health authorities describe a 3-year period (1994-96) (Table 2).
Table 1. Demographic characteristics of Guadeloupe, Martinique, and French Guiana
Data Guadeloupe Martinique Surface area ([km.sup.2]) 1,705 1,100 Population (1990) 387,034 359,579 Population (1996) 422,290 388,340 Density (inhabitants/[km.sup.2]) 248 353 Birth rate/1,000 inhabitants 16.8 14.4 AIDS(a) 700 383 HIV-positive (%)(b) 1.4 0.8 French Total Data Guiana Surface area ([km.sup.2]) 91,000 93,805 Population (1990) 114,808 861,421 Population (1996) 151,780 962,410 Density (inhabitants/[km.sup.2]) 2 10 Birth rate/1,000 inhabitants 29.2 17.8 AIDS(a) 561 1,644 HIV-positive (%)(b) 1.8 1.3
(a) Cumulated cases on June 30, 1996.
(b) On the basis of 7,087 serologic tests performed in departmental clinics in 1994.
Table 2. Epidemiologic and clinical data for 410 tuberculosis (TB) cases reported to the health authorities from 1994 to 1996 in the French West Indies
French Guadeloupe Martinique Guiana Total TB cases 136 89 185 410 Pleuropulmonary 115 71 156 342 cases Total TB 11 8.2 40.6 14.20 incidence(a) Sex ratio 1.7 1.9 1.5 1.65 PDR to INH (%) 4.4 2.2 3.5 3.4 PDR to RIF (%) 1.4 - - - Foreign-born TB 24.5 20.3 68 43.2 patients TB-HIV coinfection 28 19 25 24.6 (%)(b)
(a) new cases/100,000 inhabitants, 1994 to 1996
(b) Total number of known HIV-positive cases among TB patients was 101. However, foreign-born patients represented 50% of all the TB-HIV coinfected patients in Martinique, 60% in Guadeloupe, and 80% in French Guiana. The % shown is a minimal estimation as HIV serology results were available only for 49% of patients in Martinique, 75% in Guadeloupe and 80% in French Guiana.
PDR, primary drug resistance; INH, isoniazid; RIF, rifampin.
Of 136 TB cases reported in Guadeloupe, 107 had smear- or culture-positive isolates, with culture available in 100 cases; we typed 95 (95%) of 100 isolates. Of 52 cases reported in Martinique, 41 had smear- or culture-positive isolates, and a culture was available in 34 cases. We typed 31 (91%) isolates. Of 124 cases reported in French Guiana, 96 had culture- or smear-positive isolates, with a culture available in 76 cases; we typed 73 (96%) of 76 isolates, along With three that grew in 1995 but came from pathologic specimens received in 1994.
The isolates were first studied by spoligotyping (11), which is based on polymorphism of the DR locus of M. tuberculosis (12); spoligotyping results were analyzed by using the Recognizer and Taxotron software (Institut Pasteur, Paris). The 1-Jaccard Index was calculated, and strains were compared by the unweighted pair-group method using arithmetic averages (UPGMA) (13) or by the neighbor-joining method (14). Secondary typing was performed by DRE-PCR (15) or IS6110-RFLP (Table 3) (5). To determine clonality between isolates, we used the following algorithm: strains were considered clonal only when a combination of spoligotyping plus IS6110-RFLP or DRE-PCR indicated they were identical. Data from DR-RFLP (12) and SmaI-RFLP that used a polymorphic GC-rich probe (PGRS) (16) and available epidemiologic information are also included in Table 3.
Table 3. Molecular fingerprinting and epidemiologic information from spoligotyping-defined clusters shown in Figure 7.(a)
No. of strains typed by Spoligo- No. of type strains IS6110 DR DRE no. harboring RFLP RFLP PCR meth. 1 this type meth.2 meth.3 meth.4 1 2 2 2 2 2 9 9 2 8 3 3 3 1 3 5 2 1 1 2 12 2 2 2 1 13 2 2 2 ND 14 15 15 13 8 15 2 2 2 2 17 6 6 1 5 29 5 5 4 5 30 2 2 2 2 31 2 2 1 1 33 2 ND ND 2 34 2 2 1 2 42 3 3 1 3 44 2 2 ND 2 45 6 1 ND 4 46 3 1 ND 3 50(c) 29 16 8 20 51 4 3 2 3 53(c) 29 10 8 20 61 2 2 1 1 63 2 2 1 2 64 1 1 ND 1 65 2 ND ND ND 66 2 2 ND 2 67 2 1 ND 2 68 2 1 ND ND Spoligo- Summary of results type obtained by Clinical and no. molecular typing epidemiologic data, meth. 1 methods(b) origin, observations 1 Different by meth. 2, Found in Surinam and Beijing IS6110 pattern Guadeloupe 2 No subcluster by 2 patients from hospital PGRS-RFLP: all A and 2 from B + 2 strains identical by patients with same meth. 2 and 4 IS-type J surnames and by PGRS-RFLP 3 2/3 strains identical by Found in Surinam and meth. 2, 3, and 4, Guadeloupe, 2 patients IS-type P from hospital A 5 2/2 strains identical by Found in Martinique and meth. 2 and 4, IS type Guadeloupe, no evident not yet defined epidemiologic link 12 One spacer difference Very common pattern, with type 14, identical represent both active by meth. 2 and 3, transmission and IS-type A reactivation 13 One spacer difference Suspicion of with type 14, identical cross-contamination by meth. 2 and 3, (sampling in the same IS-type A hospital in 3 days) 14 Identical by meth. 2 Very common pattern, and 3, identical by represent both active method 4 (one band), transmission and IS-type A reactivation 15 2/2 strains identical by Imported cluster meth. 2, 3, and 4, (Surinam or Dominican IS-type C Republic) 17 Subclustered by PGRS- 17B found in 2 RFLP: 17B, 2 strains Guadeloupean patients identical by meth. 2, 3 hospitalized in same and 4, IS-type N hospital B 29 5/5 strains identical by 3 of 5 Guadeloupean meth. 2, 3, and 4, patients hospitalized in IS-type B same hospital B 30 2/2 strains identical by 2 patients from the same meth. 2, 3, and 4 part of Guadeloupe 31 2/2 strains different by 2 Found in French meth. Guiana and in Guadeloupe, no epidemiologic link 33 2/2 strains different by Found in French Guiana, meth. 4 no epidemiologic link 34 2/2 strains identical by Patients from French meth. 4, method 2: Guiana, suspected to be inconclusive, under epidemiologically linked investigation 42 3/3 strains different by Found in Guadeloupe meth. 2 and 4 (one patient) and French Guiana (2 patients), no link 44 2/2 strains identical by 2 patients from St. meth. 2 and 4 Maarten (couple) 45 4/6 strains identical by 5 patients from meth. 4. (2: pending) Martinique, one from Guadeloupe, under investigation 46 2/3 strains identical by Found in a Martinique meth. 4 and a Guadeloupe patient, under investigation 50(c) Subclustered by meth. Imported clusters (Haiti), 2, 4 and PGRS-RFLP, other links under IS-type E (3 pat.) and F investigation (2 pat) 51 2/4 strains identical by Imported cluster (Haiti) meth. 2 and 4 (2: for 2 patients, other pending) links under investigation 53(c) Subclustered by meth. Patients from cluster T 2, 4 and PGRS, IS-type come from the same K (2 pat.) and T (3 ward of hospital A, 1996 pat.) 61 2/2 strains identical by Found in French Guiana PGRS-RFLP, IS in Guadeloupe, under results: under investigation investigation 63 2/2 strains identical by 2 patients from hospital meth. 2 and 4, IS-type A in Guadeloupe, under R investigation 64 (***) 2 isolates from one single patient 65 (Results pending) Found in French Guiana, under investigation 66 2/2 strains identical by Found in French Guiana, meth. 2 and 4 same surname 67 2/2 strains identical by Found in French Guiana, meth. 2 and PGRS-RFLP under investigation 68 (Results pending) Found in one Martinique patient and in Barbados, under investigation
(a) Of 218 isolates typed, 145 isolates were grouped in 27 distinct spoligo-defined clusters, which were further analyzed by one or more typing methods--IS6110-RFLP (meth. 2), DR-RFLP (meth. 3), and DRE-PCR (meth.4), and sometimes PGRS-RFLP when DRE-PCR or IS6110-RFLP results were inconclusive or unavailable.
(b) Isolates with matching spoligotypes and matching IS6110 patterns (meth. 1 and 2) or with matching spoligotypes and matching DRE-PCR patterns (meth. 1 and 4) were considered to make up a cluster of epidemiologically associated strains.
(c) Noninformative spoligotype patterns that lack any discriminating power.
(***) Two clinical isolates from a single patient.
RFLP, restriction fragment length polymorphism; DR, direct repeat; DRE, double-repetitive element; PCR, polymerase chain reaction; PGRS, polymorphic GC-rich probe; ND, not done.
Epidemiologic data for the three territories have been described in detail (Table 2) (10). The mean incidence of cases per 100,000 inhabitants for the period studied was 11 in Guadeloupe, 8.2 in Martinique, and 40.6 in French Guiana. The sex ratio varied from 1.5 in French Guiana to 1.9 in Martinique. In each territory, the highest proportion of TB cases was in persons more than 65 years old; most were reactivated infections. The highest number of cases was in adults 25 to 44 years old; most were new cases due to active disease transmission and the high rate of TB-HIV coinfections. Pleuropulmonary disease was most common (80% to 85% of cases), and drug resistance was rare; primary resistance to isoniazid was 2.2% to 4.4%; single drug resistance to rifampin was not observed in Martinique and French Guiana and was limited to 1.4% of cases in Guadeloupe. Four cases of multidrug-resistant TB (MDR-TB, defined as resistance to at least isoniazid and rifampin) were diagnosed; these cases of secondary drug-resistance were caused by noncompliance to standard antituberculosis chemotherapy. In addition, the rate of TB-HIV coinfection in these three territories was high (19% of total TB cases in Martinique, 25% in French Guiana, and 28% in Guadeloupe). Coinfected patients were most likely men 25 to 44 years of age and of foreign origin (1 of 2 TB-HIV coinfected patients was a foreign national in Martinique, compared with 6 of 10 in Guadeloupe and 8 of 10 in French Guiana). These figures agree with the epidemiologic data concerning the distribution of patients on the basis of their nationality (Figure 1).
[Figure 1 ILLUSTRATION OMITTED]
[ILLEGIBLE TEXT] 1975, declined to 10 per 100,000 inhabitants in the late 1980s. If the same trend continued, TB would vanish by 2000; however, this decline has slowed and incidence has remained at 10 to 12 per 100,000 since 1989. This reversal of decline is linked to poor economic conditions, increase in unemployment, increase in drug and alcohol abuse, and persistent immigration from countries with a high incidence of TB and ongoing HIV epidemics.
The Spoligotype Database
To define predominant genotypes and trace the origin of strains and their potential movement, we compared spoligotypes of Caribbean isolates with those of other geographic regions. We built a database of 610 spoligotypes (218 from our own investigation and 392 from other countries) with Excel software. The database contains 167 patterns from Goyal et al. (17); 118 from Kamerbeek et al. (11); 106 from Goguet et al. (18); and a single pattern, named the Manila family, from Douglas et al. (19). In this database, 69 spoligotypes shared by more than two patients in any region of the world were numbered types 1 to 69 (Figure 2): types 1-54 denote 395 spoligotypes that were initially ordered from empty to full squares read from left to right, and types 55 to 69 represent 15 new shared types in chronologic order and correspond to 215 spoligotypes investigated later. The nomenclature is temporary until international guidelines are established. Fourteen shared types might be specific for the Caribbean and bordering Central American regions (patterns 5, 12, 13, 14, 15, 17, 29, 30, 54, 63, 64, 66, 67, 68 [bolded in Figure 2]); 23 shared types were found both in the Caribbean region and in other parts of the world (in regular font in Figure 2). The remaining 32 patterns were not present in the Caribbean (highlighted by an asterisk in Figure 2).
[Figure 2 ILLUSTRATION OMITTED]
Population Structure of M. tuberculosis in Guadeloupe
Of 95 isolates form Guadeloupe (Figure 3), 34 were a unique spoligotype, and 61 shared 13 patterns (six patterns were shared by only two isolates, and seven patterns were shared by the remaining 49 [3 to 13 isolates per pattern]). Patterns 2 (4 isolates), 14 (13 isolates), 29 (5 isolates), 50 (10 isolates), and 53 (12 isolates) were the major shared patterns from Guadeloupe and made up 72% of clustered isolates. The interpretation of the population structure from Guadeloupe shows the presence of important nodes on the dendrogram. As illustrated in Figure 3 (from bottom to top), three distinct patterns show strain 95076 (designated type 1 in our database and identical to the Beijing type commonly found in Asia ), the recently reported pattern 3 (11), and pattern 2 (18), respectively. Above the patterns 1-3 (pattern 1 is not shown) lies the previously undescribed pattern 29, which might be specific to our region. Two very different groups can be seen on the next node (the "lower" and "upper" groups). The "lower" group, which comprises 20 isolates and two shared patterns (17 and 30), shows a stepwise polymorphism. This group contains many ubiquitous patterns (reported from at least three geographic regions) shared by a variety of isolates from around the world and concerns isolates 95016, 94105, and 94041 of shared types 20, 42, and 47, respectively. The "upper" group, which comprises the remaining 63 isolates and eight shared spoligotypes (types 12, 13, 14, 51, 63, 50, 44, 53), can be further divided into two subgroups: "upper ubiquitous," which lies above M. bovis BCG strain 96095 and the "upper specific," which lies below the BCG strain (Figure 3). The "upper specific" subgroup is homogeneous (shared types 12, 13, 14, and strain 95068 of shared type 5) and probably has been present in Guadeloupe for a long time (except in a single isolate with pattern 5 from the neighboring island of Martinique). The "upper ubiquitous" subgroup seems considerably closer to M. bovis BCG than do other isolates of M. tuberculosis from Guadeloupe.
[Figure 3 ILLUSTRATION OMITTED]
Population Structure of M. tuberculosis in French Guiana
The first population structure of M. tuberculosis isolates from French Guiana is shown in Figure 4. Of 76 isolates, 30 had a unique spoligotype. The remaining 46 shared a total of 11 patterns: eight patterns (51, 33, 17, 42, 67, 66, 65, 34) were shared by only two isolates and three major patterns (pattern 2, 4 isolates; pattern 53, 9 isolates; pattern 50, 17 isolates) were shared by the remaining 30 isolates. The three major patterns represented 65% of clustered isolates in French Guiana. Most clusters were common to those found in Guadeloupe, as well as other regions of the world (types 2, 17, 33, 34, 42, 50, 51, 53, 65), except two patterns that have been so far only reported from French Guiana (types 66, 67). No isolate was of the Beijing type, which is unexpected, considering the number of persons of Chinese origin in French Guiana. A high origin in French Guiana. A high degree of heterogeneity was observed in French Guiana, which is not surprising given the large surface area, high number of immigrants and persons of various ethnic origins, and high TB incidence rate.
[Figure 4 ILLUSTRATION OMITTED]
Population Structure of M. tuberculosis in Martinique
Of 31 isolates studied in Martinique (Figure 5), 19 had an unshared spoligotype, and 12 shared 4 patterns (pattern 46, 2 isolates; pattern 45, 5 isolates; pattern 53, 2 isolates; pattern 50, 3 isolates). All the clusters in Martinique were also found in Guadeloupe (45, 46, 50, and 53). Pattern 45 is overrepresented in this population, which could suggest active transmission of this clone of tubercle bacilli in Martinique. Other patterns common in Guadeloupe are only poorly represented in Martinique: type 2 (isolate M23), type 5 (isolate M25), and type 17 (isolate M10). Type 5 is specific only to Martinique and Guadeloupe. On the contrary, Martinique shares some patterns with the rest of the world that are not found in Guadeloupe or French Guiana (type 49, isolate M30; type 52, isolate M35). Despite the small sample size of isolates from Martinique, many isolates (clustered or unclustered) share published patterns from the rest of the world (18 of 31 isolates studied).
[Figure 5 ILLUSTRATION OMITTED]
Population Structure of M. tuberculosis in Other Caribbean Regions
We also investigated 16 additional M. tuberculosis isolates (12 from Surinam and 4 from Barbados). Although not representative of the population studied, spoligotyping of these isolates allowed detection of some interesting links (Figure 6). Fourteen unique types and one shared type (pattern 53, two isolates) were found. Among the unclustered isolates, strain 94030 from Surinam matched isolate 94127 from Guadeloupe (type 15), strain 94018 from Surinam matched type 19 from Holland (11), and strain 94034 from Surinam matched isolate 95047 (type 3) from Guadeloupe. Furthermore, two strains from Barbados shared patterns with isolates from other geographic areas: Barb 3 to M7 (type 68) from Martinique and strain Barb 1 to the pattern 61 from France (18).
[Figure 6 ILLUSTRATION OMITTED]
Predominant Genotypes and Strain Origin and Transmission
The dendrogram representing the global structure of the population studied (Figure 7) shows the potential historical or epidemiologic interregional flux of M. tuberculosis between Caribbean and neighboring Central American regions. Of the 218 isolates, 145 (66.5%) had 29 shared types. Twenty-five isolates were not initially grouped but were clustered only when a dendrogram of all 218 isolates was drawn. These interregional links defined eight new types in the database (patterns 1, 5, 15, 31, 54, 61, 64, and 68) for 15 isolates; the remaining 10 isolates enriched patterns already present (Figure 7). These links, made by finding clonal strains in distant geographic territories, do not necessarily define epidemiologic relationships between these strains (21) but are unlikely to be due to independent genetic evolution. The dendrogram is an indirect picture of the common history of TB spread in this part of the world.
[Figure 7 ILLUSTRATION OMITTED]
For example, spoligotype 2 was recently proposed to have originated in Latin America (22). Our recent investigations favor this hypothesis as we have traced this pattern in all three territories investigated (Martinique [one isolate]), Guadeloupe [four isolates], and French Guiana [four isolates]). Isolates from all nine patients were further investigated by IS6110-RFLP, DRE-PCR, and SmaI-PGRS typing (23), and the results confirmed the clonality of this specific cluster. Searching for this genotype in other Latin American countries may help elucidate its origin and distribution.
To define the clonality of the isolates and to be in accordance with the current practice for molecular typing of M. tuberculosis using spoligotyping as a first-line method (7, 11, 17, 18), we systematically performed a study of a spoligotyping-defined cluster by a second method (IS6110-RFLP or DRE-PCR). When corroborated by epidemiologic information, the clusters so defined were considered evidence of ongoing active transmission of TB (Table 3). However, in numerous cases, the epidemiologic data were not conclusive, and molecular clonality was not considered direct proof of a link. Thus, despite suspected links in 81 (37%) of 218 of cases on the basis of molecular typing alone, a direct epidemiologic link was demonstrated in 31 (14.2%) of 218 of cases. However, future prospective studies including active case-finding and source tracing may help increase the number of epidemiologically linked cases in our region.
Distribution of Spoligotypes Bearing Geographic Specificities
To reconstruct the evolutionary tree of M. tuberculosis on the basis of 610 different spoligotypes (mostly from the United Kingdom, Holland, France, the Caribbean, and the neighboring Central American region), we performed a similarity search (Figure 2). Although the tree may not reflect the full diversity of spoligotypes, it suggests the existence of distinct families of spoligotypes with geographic specificities (Figure 8). Some strain families may be related to specific populations, geographic regions, and the history of TB spread. For example, the Beijing genotype, which is most divergent in the tree shown in Figure 8 (type 1), would have undergone the most extensive genetic evolution since the origin of M. tuberculosis. This information is consistent with the mechanism of evolution of the DR locus, which appears to proceed through losses of direct repeats (24,25).
[Figure 8 ILLUSTRATION OMITTED]
Although in an unrooted tree, the positions of patterns 50 and 53 correlate well with the isolates most widely represented internationally (116 of 610 isolates studied; 54 of 218 isolates from the Caribbean and neighboring Central American region and 62 of 392 published spoligotypes from different pans of the world) and may constitute a candidate root for the interpretation of distances between isolates.
Genetic Evolution of Tubercle Bacilli
The genetic evolution of tubercle bacilli is closely associated with the past and present of its host. Consequently, human migration, population mixing, and other sociodemographic factors have long played an important role in the spread and subsequent evolution of the M. tuberculosis genome. The insular model of the Caribbean, in which human migration (hence the introduction of the disease) was estimated to occur only approximately 400 years ago, is particularly interesting for discovering conserved strains of tubercle bacilli and for detecting rare M. tuberculosis genotypes. In this context, the DR locus is a unique chromosomal region characteristic of the M. tuberculosis complex, which shows a high degree of polymorphism that involves homologous recombination and IS-mediated transposition (24). The high degree of internal homology within the DR region of M. tuberculosis is likely to favor such genetic rearrangements. Similarly, transposition of IS6110 is instrumental in generating new subclones of M. tuberculosis (26).
Following the principle of Dollo parsimony, which assumes that losses of genes are much more common and likely than independent evolutionary origins (27), the evolutionary process of M. tuberculosis can be speculated to have involved the loss of DR repeats. However, the tree in Figure 8 does not perfectly represent all phylogenetic links between isolates as the mechanisms of loss of DR elements (by homologous recombination or replication slippage) could involve simultaneous loss of [is greater than] 1 of the 43 building blocks. The present phylogenetic analysis will be extended to other multiple genetic markers to include variables recently proposed by Sreevatsan et al. (4). However, construction of such trees on the basis of the simultaneous feeding and computer analysis of multiple mycobacterial markers remains cumbersome and constitutes a priority research topic for the studies of M. tuberculosis genome evolution.
The authors thank F. Pfaff, L. Schlegel, P. Levett, and P. Prabhakar for sending the cultures for identification to the Institut Pasteur, Guadeloupe, and F. Prudente, M. Berchel, and K.S. Goh for their expert technical help.
This project was financed by research grants provided by Delegation Generale au Reseau International des Instituts Pasteur et Instituts Associes, Institut Pasteur, Paris, and Fondation Francaise Raoul Follereau, Paris, France.
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Emerging Infectious Diseases Journal National Center for Infectious Diseases Centers for Disease Control and Prevention
Christophe Sola, Anne Devallois, Lionel Horgen, Jerome Maisette, Ingrid Filliol, Eric Legrand, and Nalin Rastogi Institut Pasteur de Guadeloupe, Pointe a Pitre, Guadeloupe
Dr. Sola is Charge de Recherche at the Tuberculosis and Mycobacteria Unit at the Pasteur Institute of Guadeloupe, which is headed by Dr. Rastogi. The authors work closely with public health agencies in Guadeloupe, Martinique, and French Guiana to support the tuberculosis control program. They provide expertise and training on the genetic characterization and laboratory diagnosis of mycobacteria. Their current research interests include molecular diagnostics and epidemiology, drug resistance, and mechanisms of mycobacterial pathogenicity.
Address for correspondence: Nalin Rastogi, Unite de la Tuberculose & des Mycobacteries, Institut Pasteur, Morne Joliviere, B.P. 484, F-97165 Pointe a Pitre-Cedex, Guadeloupe; fax: 590-893-880; e-mail: email@example.com.
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|Publication:||Emerging Infectious Diseases|
|Date:||May 1, 1999|
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