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Mycobacterium tuberculosis spoligotypes and drug-resistant characterization from Beira compared to genotypes circulating in Mozambique

Abstract

INTRODUCTION

Mozambique is one of three countries with high prevalence of tuberculosis (TB), TB/human immunodeficiency virus coinfection, and multidrug-resistant TB. We aimed to describe Mycobacterium tuberculosis spoligotypes circulating among drug resistant (DR) strains from Beira, Mozambique comparing them with genotypes in the country.

METHODS:

We performed spoligotyping of 79 M. tuberculosis suspected of DR-TB compared all spoligotype patterns published on the international database and PubMed.

RESULTS:

Both in Beira and Mozambique (n=578), the main clades were Latin-American-Mediterranean, East-African-Indian, Beijing and T, with no extensively DR TB cases.

CONCLUSIONS:

Beira and Mozambique share the same population genetic structure of M. tuberculosis.

Keywords:
Genotyping; Spoligotyping; Tuberculosis

Despite significant efforts to control tuberculosis (TB), it remains an important public health problem in Mozambique, which is one of the three high-burden countries included in the list of the World Health Organization for TB itself, TB/human immunodeficiency virus (TB/HIV) coinfection, and multidrug-resistant TB (MDR TB), accounting for 85%-89% of TB cases globally11. World Health Organization (WHO). Global tuberculosis report 2018. Technical Report. Geneva: WHO, 2018, 265 p..

We studied 79 clinical samples diagnosed with pulmonary TB from Beira, which is the second largest town in Mozambique, with 431,965 inhabitants, and the capital of Sofala Province, located in the central region of the country. TB incidence in Mozambique is 551 per 100,000 inhabitants22. Saifodine A, Fyfe J, Sievers A, Coelho E, Azam K, Black J. Genetic diversity of Mycobacterium tuberculosis isolates obtained from patients with pulmonary tuberculosis in Beira city, Mozambique. Int J Mycobacteriol. 2014;3(2):94-100. doi: 10.1016/j.ijmyco.2014.03.004.
https://doi.org/10.1016/j.ijmyco.2014.03...
, one of the highest in the world. TB isolates were obtained from the Beira Central Hospital Laboratory from 2013 to 2016.

The deoxyribonucleic acid (DNA) of Mycobacterium tuberculosis was extracted by the cetyltrimethylammonium bromide method from Lowenstein-Jensen medium-grown mycobacteria. Subsequently, we performed spoligotyping on the samples using a Luminex 200 flow cytometry device (Luminex Corp, Austin, TX) and a microbead-based DNA array method33. Gomgnimbou MK, Abadia E, Zhang J, Refrégier G, Panaiotov S, Bachiyska E, et al. “Spoligoriftyping,” a dual-priming-oligonucleotide-based direct-hybridization assay for tuberculosis control with a multianalyte microbead-based hybridization system. J Clin Microbiol. 2012;50(10):3172-9. doi:10.1128/JCM.00976-12.
https://doi.org/10.1128/JCM.00976-12...
. Drug-resistant (DR) was detected using Genotype MTBDRplus 2.0 (Hain Lifescience, Nehren, Germany) for isoniazid (INH) and rifampicin (RIF) resistance44. Hillemann D, Rüsch-Gerdes S, Richter E. Evaluation of the GenoType MTBDRplus assay for rifampin and isoniazid susceptibility testing of Mycobacterium tuberculosis strains and clinical specimens. J Clin Microbiol . 2007;45(8):2635-40. doi:10.1128/JCM.00521-07.
https://doi.org/10.1128/JCM.00521-07...
; Genotype MTBDRsl 2.0, another line probe assay, was used to detect fluoroquinolones (FLQs) and injectable second-line drugs (amikacin, kanamycin, and capreomycin) resistance55. Hillemann D, Rüsch-Gerdes S, Richter E. Feasibility of the GenoType MTBDRsl assay for fluoroquinolone, amikacin-capreomycin, and ethambutol resistance testing of Mycobacterium tuberculosis strains and clinical specimens. J Clin Microbiol . 2009; 47(6): 1767-1772. doi:10.1128/JCM.00081-09.
https://doi.org/10.1128/JCM.00081-09...
. The project was approved by the Ethics and Research Committee at Clinics Hospital of Ribeirão Preto Medical School, University of São Paulo-Brazil, Mozambique Ministry of Health (Maputo-MZB), and the University of Pittsburgh Institutional Review Board (Pittsburgh, PA-USA).

The total Mozambican database included 578 strains comprising strains from Maputo (132, 22.84%), Matola (93, 16.09%), Beira (79, 13.67%), Pemba (75, 12.98%), Nampula (65, 11.25%), Inhambane (51, 8.82%), Xai-Xai (47, 8.13%), Lichinga (23, 3.98%), and unknown places (13, 2.25%). Figure 1 shows the genetic diversity of M. tuberculosis complex according to the main spoligotyping clades of Beira and Mozambique as a whole. The clades of the lineages Latin-American-Mediterranean (LAM), East-African-Indian (EAI), T, and Beijing were the most frequent ones. Compared to the study by Perdigão et al.66. Perdigão J, Silva C, Diniz J, Pereira C, Machado D, Ramos Silva H, Abilleira F, Brum C, Reis AJ, Macedo M, Scaini JL, Silva AB, Esteves L, Macedo R, Maltez F, Clemente S, Coelho E, Viegas S, Rabna P, Rodrigues A, Taveira N, Jordao L, Kritski A, Lapa E Silva JR, Mokrousov I, Couvin D, Rastogi N, Couto I, Pain A, McNerney R, Clark TG, von Groll A, Dalla-Costa ER, Rossetti ML, Silva PEA, Viveiros M, Portugal I. Clonal expansion across the seas as seen through CPLP-TB database: a joint effort in cataloguing Mycobacterium tuberculosis genetic diversity in Portuguese-speaking countries. Infection, genetics and evolution. 2019. 72: 44-58. doi: 10.1016/j.meegid.2018.03.011.
https://doi.org/10.1016/j.meegid.2018.03...
that described the M. tuberculosis genetic diversity in the Portuguese-speaking countries such as Angola, Brazil, Guinea-Bissau, Portugal, and Mozambique (with a lower sampling), we observed that Mozambique has the highest frequency of EAI lineage, which is different than what is observed in other Lusophone countries.

FIGURE 1:
Genetic diversity of Mycobacterium tuberculosis in Mozambique. (1.A) A minimum spanning tree based on shared international typing for 578 Mozambique strains colored according to the main clades. (1.B) The mainn clade frequency distribution in Beira and Mozambique.

As most of these strains (459/578, 79.41%) are from SITIV2, we may highlight the main analysis previously reported by Couvin et al.77. Couvin D, David A, Zozio T, Rastogi N. Macro-geographical specificities of the prevailing tuberculosis epidemic as seen through SITVIT2, an updated version of the Mycobacterium tuberculosis genotyping database. Infect Genet Evol. 2018. 72:31-43 doi:10.1016/J.MEEGID.2018.12.030.
https://doi.org/10.1016/J.MEEGID.2018.12...
, where HIV-positive patients aged between 0 and 20 years were essentially reported in the Peruvian, Spanish, Mozambican, and Nigerian populations. Moreover, among the isolates from Southern Asia, the proportions of EAI and Beijing lineages were relatively higher among HIV-positive patients. In this present study, the HIV status was known for 51.89% (41/79) of these patients, and 33 had a HIV-positive test. Couvin et al.77. Couvin D, David A, Zozio T, Rastogi N. Macro-geographical specificities of the prevailing tuberculosis epidemic as seen through SITVIT2, an updated version of the Mycobacterium tuberculosis genotyping database. Infect Genet Evol. 2018. 72:31-43 doi:10.1016/J.MEEGID.2018.12.030.
https://doi.org/10.1016/J.MEEGID.2018.12...
suggested that the adaptability of the pathogen to the host could depend both on specific lineages and geographic variations in host immunity88. Viegas SO, Machado A, Groenheit R, Ghebremichael S, Pennhag A, Gudo PS, Cuna Z, Langa E, Miotto P, Cirillo DM, Rastogi N, Warren RM, van Helden PD, Koivula T, Källenius G. Mycobacterium tuberculosis Beijing genotype is associated with HIV infection in Mozambique. PLoS One. 2013; 8(8), e71999. doi: 10.1371/journal.pone.0071999.
https://doi.org/10.1371/journal.pone.007...
,99. Viegas SO, Machado A, Groenheit R, Ghebremichael S, Pennhag A, Gudo PS, Cuna Z, Miotto P, Hill V, Marrufo T, Cirillo DM, Rastogi N, Källenius G, Koivula T. Molecular diversity of Mycobacterium tuberculosis isolates from patients with pulmonary tuberculosis in Mozambique. BMC Microbiol. 2010. 10:195. doi: 10.1186/1471-2180-10-195.
https://doi.org/10.1186/1471-2180-10-195...
,1010. Ford CB, Shah RR, Maeda MK, Gagneux S, Murray MB, Cohen T, Johnston JC, Gardy J, Lipsitch M, Fortune SM. Mycobacterium tuberculosis mutation rate estimates from different lineages predict substantial differences in the emergence of drug-resistant tuberculosis. Nat Genet. 2013. 45(7):784-90. doi:10.1038/ng.2656.
https://doi.org/10.1038/ng.2656...
,1111. Guerra-Assunção J, Crampin A, Houben R, Mzembe T, Mallard K, Coll F, Khan P, Banda L, Chiwaya A, Pereira RP, McNerney R, Fine PE, Parkhill J, Clark TG, Glynn JR. Large-scale whole genome sequencing of M. tuberculosis provides insights into transmission in a high prevalence area. Elife 2015;4. doi:10.7554/eLife.05166.
https://doi.org/10.7554/eLife.05166...
.

Among these isolates from Beira, 17.72% (14/79) were classified as MDR TB due to INH and RIF mutations. Table 1 displays the total DR profile of these strains. The most important mutations detected in this study included rpoB_Ser450Leu (RIF), katG_Ser315Thr (INH), and gyrA_Ala90Val/gyrA_Asp94Gly (FLQ). There was not a single case of extensively drug-resistant (XDR) TB, and there were three cases of pre-XDR TB due to concomitant resistance to FLQ, INH, and RIF.

TABLE 1:
MTBDRplus and MTBDRsl results of 37/79 patients suspected of drug-resistant tuberculosis from Beira, Mozambique.

Previous studies88. Viegas SO, Machado A, Groenheit R, Ghebremichael S, Pennhag A, Gudo PS, Cuna Z, Langa E, Miotto P, Cirillo DM, Rastogi N, Warren RM, van Helden PD, Koivula T, Källenius G. Mycobacterium tuberculosis Beijing genotype is associated with HIV infection in Mozambique. PLoS One. 2013; 8(8), e71999. doi: 10.1371/journal.pone.0071999.
https://doi.org/10.1371/journal.pone.007...
,99. Viegas SO, Machado A, Groenheit R, Ghebremichael S, Pennhag A, Gudo PS, Cuna Z, Miotto P, Hill V, Marrufo T, Cirillo DM, Rastogi N, Källenius G, Koivula T. Molecular diversity of Mycobacterium tuberculosis isolates from patients with pulmonary tuberculosis in Mozambique. BMC Microbiol. 2010. 10:195. doi: 10.1186/1471-2180-10-195.
https://doi.org/10.1186/1471-2180-10-195...
,1212. Stucki D, Brites D, Jeljeli L, Coscolla M, Liu Q, Trauner A, Fenner L, Rutaihwa L, Borrell S, Luo T, Gao Q, Kato-Maeda M, Ballif M, Egger M, Macedo R, Mardassi H, Moreno M, Tudo Vilanova G, Fyfe J, Globan M, Thomas J, Jamieson F, Guthrie JL, Asante-Poku A, Yeboah-Manu D, Wampande E, Ssengooba W, Joloba M, Henry Boom W, Basu I, Bower J, Saraiva M, Vaconcellos SEG, Suffys P, Koch A, Wilkinson R, Gail-Bekker L, Malla B, Ley SD, Beck HP, de Jong BC, Toit K, Sanchez-Padilla E, Bonnet M, Gil-Brusola A, Frank M, Penlap Beng VN, Eisenach K, Alani I, Wangui Ndung'u P, Revathi G, Gehre F, Akter S, Ntoumi F, Stewart-Isherwood L, Ntinginya NE, Rachow A, Hoelscher M, Cirillo DM, Skenders G, Hoffner S, Bakonyte D, Stakenas P, Diel R, Crudu V, Moldovan O, Al-Hajoj S, Otero L, Barletta F, Jane Carter E, Diero L, Supply P, Comas I, Niemann S, Gagneux S. Mycobacterium tuberculosis lineage 4 comprises globally distributed and geographically restricted sublineages. Nat Genet . 2016;48:1535-43. doi:10.1038/ng.3704.
https://doi.org/10.1038/ng.3704...
,1313. Dalla Costa ER, Vasconcelos SEG, Esteves LS, Gomes HM, Gomes LL, Da Silva PA, Perdigão J, Portugal I, Viveiros M, McNerney R, Pain A, Clark TG, Rastogi N, Unis G, Rossetti ML, Suffys PN. Multidrug-resistant Mycobacterium tuberculosis of the Latin American mediterranean lineage, wrongly identified as mycobacterium pinnipedii (Spoligotype International Type 863 [SIT863]), causing active tuberculosis in South Brazil. J Clin Microbiol . 2015. 53:3805-11. doi:10.1128/JCM.02012-15.
https://doi.org/10.1128/JCM.02012-15...
have shown that LAM, EAI, T, and Beijing are associated with DR TB in Mozambique and other countries. The EAI lineage was significantly associated with DR TB in North Africa, but it was not the same in Western and Southern Asia, Caribbean area, South America, and Western Europe. Central Asian (CAS) lineage, which could be the ancestor of Beijing family1414. Sola C, Filliol I, Legrand E, Lesjean S, Locht C, Supply P, Rastogi N. Genotyping of the Mycobacterium tuberculosis complex using MIRUs: association with VNTR and spoligotyping for molecular epidemiology and evolutionary genetics. Infect Genet Evol . 2003. 3, 125-133. doi:10.1016/S1567-1348(03)00011-X.
https://doi.org/10.1016/S1567-1348(03)00...
, was significantly associated with MDR TB in southern Asia, North Africa, and East Africa (specifically Ethiopia), but not in Western Asia and Northern Europe77. Couvin D, David A, Zozio T, Rastogi N. Macro-geographical specificities of the prevailing tuberculosis epidemic as seen through SITVIT2, an updated version of the Mycobacterium tuberculosis genotyping database. Infect Genet Evol. 2018. 72:31-43 doi:10.1016/J.MEEGID.2018.12.030.
https://doi.org/10.1016/J.MEEGID.2018.12...
.

Another study has suggested that M. tuberculosis mutation rate estimated from different lineages may predict substantial differences in DR TB emergence1010. Ford CB, Shah RR, Maeda MK, Gagneux S, Murray MB, Cohen T, Johnston JC, Gardy J, Lipsitch M, Fortune SM. Mycobacterium tuberculosis mutation rate estimates from different lineages predict substantial differences in the emergence of drug-resistant tuberculosis. Nat Genet. 2013. 45(7):784-90. doi:10.1038/ng.2656.
https://doi.org/10.1038/ng.2656...
. To evaluate such result, a whole-genome sequencing (WGS)-based study demonstrated striking differences by lineage in the proportion of disease due to the recent transmission and in transmissibility (highest for Lineage-2 and lowest for Lineage-1)1111. Guerra-Assunção J, Crampin A, Houben R, Mzembe T, Mallard K, Coll F, Khan P, Banda L, Chiwaya A, Pereira RP, McNerney R, Fine PE, Parkhill J, Clark TG, Glynn JR. Large-scale whole genome sequencing of M. tuberculosis provides insights into transmission in a high prevalence area. Elife 2015;4. doi:10.7554/eLife.05166.
https://doi.org/10.7554/eLife.05166...
. It is important to point out that Lineage-4 comprises LAM, T, Haarlem, X, and CAS genotypes; Lineage 1 comprises EAI; and Lineage 2 comprises Beijing.

The study limitation includes the absence of linking epidemiological data to genotyping results, which could be important to evaluate transmissibility and DR lineage association.

In conclusion, both in Beira and Mozambique, the most frequent lineages are LAM, EAI, and T. No XDR TB cases were detected in these isolates. WGS should be performed to significantly understand the phylogenetic association among the strains found in Beira associated with DR and to investigate adaptive compensatory mutations and gene content.

ACKNOWLEDGMENTS

We thank MMP Nascimento, RHC Pocente, V Sofia, T Ines, J Beirão, and J Ferro for the assistance in data collection and test performance; Beamedex SAS company (C Ripoll, MGomgnimbou) for providing TB-SPOL reagents free of charge (www.beamedex.com, Orsay, France); and the I2BC-IGEPE team (B Klotoe, G Refrégier, and S Panaiotov) for their technical support and assistance in test performance.

REFERENCES

  • 1
    World Health Organization (WHO). Global tuberculosis report 2018. Technical Report. Geneva: WHO, 2018, 265 p.
  • 2
    Saifodine A, Fyfe J, Sievers A, Coelho E, Azam K, Black J. Genetic diversity of Mycobacterium tuberculosis isolates obtained from patients with pulmonary tuberculosis in Beira city, Mozambique. Int J Mycobacteriol. 2014;3(2):94-100. doi: 10.1016/j.ijmyco.2014.03.004.
    » https://doi.org/10.1016/j.ijmyco.2014.03.004
  • 3
    Gomgnimbou MK, Abadia E, Zhang J, Refrégier G, Panaiotov S, Bachiyska E, et al. “Spoligoriftyping,” a dual-priming-oligonucleotide-based direct-hybridization assay for tuberculosis control with a multianalyte microbead-based hybridization system. J Clin Microbiol. 2012;50(10):3172-9. doi:10.1128/JCM.00976-12.
    » https://doi.org/10.1128/JCM.00976-12
  • 4
    Hillemann D, Rüsch-Gerdes S, Richter E. Evaluation of the GenoType MTBDRplus assay for rifampin and isoniazid susceptibility testing of Mycobacterium tuberculosis strains and clinical specimens. J Clin Microbiol . 2007;45(8):2635-40. doi:10.1128/JCM.00521-07.
    » https://doi.org/10.1128/JCM.00521-07
  • 5
    Hillemann D, Rüsch-Gerdes S, Richter E. Feasibility of the GenoType MTBDRsl assay for fluoroquinolone, amikacin-capreomycin, and ethambutol resistance testing of Mycobacterium tuberculosis strains and clinical specimens. J Clin Microbiol . 2009; 47(6): 1767-1772. doi:10.1128/JCM.00081-09.
    » https://doi.org/10.1128/JCM.00081-09
  • 6
    Perdigão J, Silva C, Diniz J, Pereira C, Machado D, Ramos Silva H, Abilleira F, Brum C, Reis AJ, Macedo M, Scaini JL, Silva AB, Esteves L, Macedo R, Maltez F, Clemente S, Coelho E, Viegas S, Rabna P, Rodrigues A, Taveira N, Jordao L, Kritski A, Lapa E Silva JR, Mokrousov I, Couvin D, Rastogi N, Couto I, Pain A, McNerney R, Clark TG, von Groll A, Dalla-Costa ER, Rossetti ML, Silva PEA, Viveiros M, Portugal I. Clonal expansion across the seas as seen through CPLP-TB database: a joint effort in cataloguing Mycobacterium tuberculosis genetic diversity in Portuguese-speaking countries. Infection, genetics and evolution. 2019. 72: 44-58. doi: 10.1016/j.meegid.2018.03.011.
    » https://doi.org/10.1016/j.meegid.2018.03.011
  • 7
    Couvin D, David A, Zozio T, Rastogi N. Macro-geographical specificities of the prevailing tuberculosis epidemic as seen through SITVIT2, an updated version of the Mycobacterium tuberculosis genotyping database. Infect Genet Evol. 2018. 72:31-43 doi:10.1016/J.MEEGID.2018.12.030.
    » https://doi.org/10.1016/J.MEEGID.2018.12.030
  • 8
    Viegas SO, Machado A, Groenheit R, Ghebremichael S, Pennhag A, Gudo PS, Cuna Z, Langa E, Miotto P, Cirillo DM, Rastogi N, Warren RM, van Helden PD, Koivula T, Källenius G. Mycobacterium tuberculosis Beijing genotype is associated with HIV infection in Mozambique. PLoS One. 2013; 8(8), e71999. doi: 10.1371/journal.pone.0071999.
    » https://doi.org/10.1371/journal.pone.0071999
  • 9
    Viegas SO, Machado A, Groenheit R, Ghebremichael S, Pennhag A, Gudo PS, Cuna Z, Miotto P, Hill V, Marrufo T, Cirillo DM, Rastogi N, Källenius G, Koivula T. Molecular diversity of Mycobacterium tuberculosis isolates from patients with pulmonary tuberculosis in Mozambique. BMC Microbiol. 2010. 10:195. doi: 10.1186/1471-2180-10-195.
    » https://doi.org/10.1186/1471-2180-10-195
  • 10
    Ford CB, Shah RR, Maeda MK, Gagneux S, Murray MB, Cohen T, Johnston JC, Gardy J, Lipsitch M, Fortune SM. Mycobacterium tuberculosis mutation rate estimates from different lineages predict substantial differences in the emergence of drug-resistant tuberculosis. Nat Genet. 2013. 45(7):784-90. doi:10.1038/ng.2656.
    » https://doi.org/10.1038/ng.2656
  • 11
    Guerra-Assunção J, Crampin A, Houben R, Mzembe T, Mallard K, Coll F, Khan P, Banda L, Chiwaya A, Pereira RP, McNerney R, Fine PE, Parkhill J, Clark TG, Glynn JR. Large-scale whole genome sequencing of M. tuberculosis provides insights into transmission in a high prevalence area. Elife 2015;4. doi:10.7554/eLife.05166.
    » https://doi.org/10.7554/eLife.05166
  • 12
    Stucki D, Brites D, Jeljeli L, Coscolla M, Liu Q, Trauner A, Fenner L, Rutaihwa L, Borrell S, Luo T, Gao Q, Kato-Maeda M, Ballif M, Egger M, Macedo R, Mardassi H, Moreno M, Tudo Vilanova G, Fyfe J, Globan M, Thomas J, Jamieson F, Guthrie JL, Asante-Poku A, Yeboah-Manu D, Wampande E, Ssengooba W, Joloba M, Henry Boom W, Basu I, Bower J, Saraiva M, Vaconcellos SEG, Suffys P, Koch A, Wilkinson R, Gail-Bekker L, Malla B, Ley SD, Beck HP, de Jong BC, Toit K, Sanchez-Padilla E, Bonnet M, Gil-Brusola A, Frank M, Penlap Beng VN, Eisenach K, Alani I, Wangui Ndung'u P, Revathi G, Gehre F, Akter S, Ntoumi F, Stewart-Isherwood L, Ntinginya NE, Rachow A, Hoelscher M, Cirillo DM, Skenders G, Hoffner S, Bakonyte D, Stakenas P, Diel R, Crudu V, Moldovan O, Al-Hajoj S, Otero L, Barletta F, Jane Carter E, Diero L, Supply P, Comas I, Niemann S, Gagneux S. Mycobacterium tuberculosis lineage 4 comprises globally distributed and geographically restricted sublineages. Nat Genet . 2016;48:1535-43. doi:10.1038/ng.3704.
    » https://doi.org/10.1038/ng.3704
  • 13
    Dalla Costa ER, Vasconcelos SEG, Esteves LS, Gomes HM, Gomes LL, Da Silva PA, Perdigão J, Portugal I, Viveiros M, McNerney R, Pain A, Clark TG, Rastogi N, Unis G, Rossetti ML, Suffys PN. Multidrug-resistant Mycobacterium tuberculosis of the Latin American mediterranean lineage, wrongly identified as mycobacterium pinnipedii (Spoligotype International Type 863 [SIT863]), causing active tuberculosis in South Brazil. J Clin Microbiol . 2015. 53:3805-11. doi:10.1128/JCM.02012-15.
    » https://doi.org/10.1128/JCM.02012-15
  • 14
    Sola C, Filliol I, Legrand E, Lesjean S, Locht C, Supply P, Rastogi N. Genotyping of the Mycobacterium tuberculosis complex using MIRUs: association with VNTR and spoligotyping for molecular epidemiology and evolutionary genetics. Infect Genet Evol . 2003. 3, 125-133. doi:10.1016/S1567-1348(03)00011-X.
    » https://doi.org/10.1016/S1567-1348(03)00011-X
  • Financial Support: Fundação de Amparo à Pesquisa do Estado de São Paulo Process number 15/13333-3, Fundação de Apoio ao Ensino, Pesquisa e Assistência do Hospital das Clínicas da FMRP-USP, Fogarty International Center HIV Research Training Program grant, and National Institutes of Health to the University of Pittsburgh (D43TW009753). Chaires Franco-Brésiliennes dans l’Etat de São Paulo international collaborative program -2017 (C Sola and VR Bollela laureates).

Publication Dates

  • Publication in this collection
    25 Nov 2019
  • Date of issue
    2019

History

  • Received
    13 June 2019
  • Accepted
    24 Sept 2019
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