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Carvalho JC, Pascoal-Xavier MA, Araújo MG, Martins JP, Teixeira-Carvalho A, Gomes MDS, Amaral LR, Peruhype-Magalhães V, Coelho-Dos-Reis JGA, Martins-Filho OA, Araújo MSS. Immune mediators as plasma biomarkers for identifying household contacts and classifying clinical forms and leprosy reactions. Front Immunol 2025; 16:1513060. [PMID: 40109344 PMCID: PMC11920121 DOI: 10.3389/fimmu.2025.1513060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 02/13/2025] [Indexed: 03/22/2025] Open
Abstract
The present study aimed to evaluate the performance of plasma immune mediators in classifying leprosy patients [L(PB) and L(MB), paucibacillary and multibacillary leprosy, respectively], leprosy reaction patients (T1LR and T2LR, type 1 and type 2 leprosy reaction, respectively), household contacts (HHC), and non-infected (NI) controls. Quantitative measurements of these immune mediators were carried out using high-throughput multiplex microbead array. The results demonstrated that most of the plasma immune mediators were increased in all clinical groups compared with NI controls. Higher frequencies but lower maximum magnitudes of increase (fold change according to NI) were observed for T1LR (63%, 6.1×) and T2LR (63%, 9.7×) compared with HHC (48%, 68.5×), L(PB) (56%, 8.5×), and L(MB) (48%, 37.9×). The bi-dimensional scattering profiles (magnitude order vs. significance) identified a higher number of immune mediators in T2LR (12/27) compared with HHC (8/27), L(PB) (7/27), L(MB) (5/27), and T1LR (5/27). CXCL8 was selected as the parameter with the highest accuracy and significance [area under the receiver operating characteristic curve (AUC) = 0.98, p = 0.0002] in classifying NI vs. HHC. CCL3 (C-C motif chemokine ligand 3) was the single analyte with moderate accuracy and significance (AUC = 0.74, p = 0.0422) in classifying L(PB) vs. L(MB). IL-9 was selected as an attribute with moderate accuracy and significance (AUC = 0.77, p = 0.0041) in classifying T1LR vs. T2LR. Decision tree algorithms confirmed the high accuracy (96%) of CXCL8 in classifying NI vs. HHC. The use of CCL3 followed by IFN-γ classified L(MB) vs. L(PB) with high accuracy (93%). Moreover, the analysis of IL-9 followed by IL-6 and CXCL10 classified T1RL vs. T2RL with high accuracy (96%). In general, combined stepwise algorithms showed enhanced classification accuracy compared with single-attribute analysis. Together, our findings supported the potential use of plasma immune mediators as complementary laboratory biomarkers for the identification of HHC and the classification of distinct clinical forms of leprosy and leprosy reactions.
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Affiliation(s)
- Jairo Campos Carvalho
- Instituto René Rachou/FIOCRUZ, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, Minas Gerais, Brazil
- Fundação Hospitalar do Estado de Minas Gerais (FHEMIG), Belo Horizonte, Minas Gerais, Brazil
| | - Marcelo Antônio Pascoal-Xavier
- Instituto René Rachou/FIOCRUZ, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, Minas Gerais, Brazil
- Universidade Federal de Minas Gerais, Faculdade de Medicina, Departamento de Anatomia Patológica e Medicina Legal, Belo Horizonte, Minas Gerais, Brazil
| | - Marcelo Grossi Araújo
- Universidade Federal de Minas Gerais, Serviço de Dermatologia do Hospital das Clínicas, Belo Horizonte, Minas Gerais, Brazil
| | - Júlia Pereira Martins
- Instituto René Rachou/FIOCRUZ, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, Minas Gerais, Brazil
| | - Andrea Teixeira-Carvalho
- Instituto René Rachou/FIOCRUZ, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, Minas Gerais, Brazil
| | - Matheus de Souza Gomes
- Laboratório de Bioinformática e Análises Moleculares, Universidade Federal de Uberlândia, Uberlândia, MG, Brazil
| | - Laurence Rodrigues Amaral
- Laboratório de Bioinformática e Análises Moleculares, Universidade Federal de Uberlândia, Uberlândia, MG, Brazil
| | - Vanessa Peruhype-Magalhães
- Instituto René Rachou/FIOCRUZ, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, Minas Gerais, Brazil
| | - Jordana Grazziela Alves Coelho-Dos-Reis
- Universidade Federal de Minas Gerais, Instituto de Ciências Biológicas, Departamento de Microbiologia, Laboratório de Virologia Básica e Aplicada, Belo Horizonte, Minas Gerais, Brazil
| | - Olindo Assis Martins-Filho
- Instituto René Rachou/FIOCRUZ, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, Minas Gerais, Brazil
| | - Márcio Sobreira Silva Araújo
- Instituto René Rachou/FIOCRUZ, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, Minas Gerais, Brazil
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Silva MJA, Silva CS, Brasil TP, Alves AK, dos Santos EC, Frota CC, Lima KVB, Lima LNGC. An update on leprosy immunopathogenesis: systematic review. Front Immunol 2024; 15:1416177. [PMID: 39308868 PMCID: PMC11412872 DOI: 10.3389/fimmu.2024.1416177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 08/22/2024] [Indexed: 09/25/2024] Open
Abstract
INTRODUCTION Leprosy is a chronic infectious condition and the main cause of neuropathy that occurs brought on by M. leprae. It is known that the biological characteristics of the human host, such as the immunological ones, have a higher influence on the pathology of this disease than the intrinsic mechanisms of the bacterium. The objective of this work was to review the scientific knowledge about the relationship between immunopathology and the severity of leprosy. METHODS A systematic review following the PRISMA 2020 recommendations was conducted in the PUBMED, LILACS, SciELO and Science Direct databases using articles in English, Portuguese or Spanish between January 2011 and May 2022 with the descriptors "Leprosy/Immunology", "Cytokines" and "Mycobacterium leprae". A methodological quality assessment was carried out using the JBI checklists. RESULTS A total of 49 articles were included. There is a relationship of greater severity of infection associated with lower release of MHC molecules in response to PGL-1 that inhibit the promotion of resolving T lymphocytes arising from dendritic cells (DCs) stimulation. In addition, the differentiation of macrophage phenotypes dependent on the activation of PRRs can define activation and the distinct type of T helper (Th) cells involved according to severity. Activated CD8+ T cells also have distinct types at the appropriate poles of the disease, and B cells show at the most severe pole of the LL, specific induction of IgA and more Treg-type CD8+ T cells that further contribute to T cell anergy. CONCLUSION Therefore, the adaptive immune system aggravates nerve damage and defines the type of leprosy, while the innate immune system is considerably more significant in the onset of nerve damage, symptomatic of the initial presentation of illness and in several critical immune responses, including inflammation and elimination of dead M. leprae.
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Affiliation(s)
- Marcos Jessé Abrahão Silva
- Postgraduate Program in Parasitic Biology in the Amazon (PPGBPA), University of Pará State (UEPA), Belém, Brazil
| | - Caroliny Soares Silva
- Postgraduate Program in Parasitic Biology in the Amazon (PPGBPA), University of Pará State (UEPA), Belém, Brazil
| | - Thiago Pinto Brasil
- Department of Biomedicine, Federal University of Ceará (UFC), Fortaleza, Brazil
| | - Ana Karoliny Alves
- Department of Biomedicine, Federal University of Ceará (UFC), Fortaleza, Brazil
| | | | - Cristiane Cunha Frota
- Department of Pathology and Legal Medicine, Faculty of Medicine, Federal University of Ceará (UFC), Fortaleza, Brazil
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Assis BPN, Chaves AT, Lage DP, Cardoso MM, Pereira IAG, Câmara RSB, Freitas CS, Martins VT, Ludolf F, de Oliveira ALG, Oliveira-da-Silva JA, Tavares GSV, Galdino AS, Chávez-Fumagalli MA, Machado-de-Ávila RA, Christodoulides M, Gonçalves DU, Bueno LL, Fujiwara RT, Coelho EAF, da Costa Rocha MO. A recombinant chimeric antigen constructed with B-cell epitopes from Mycobacterium leprae hypothetical proteins is effective for the diagnosis of leprosy. Diagn Microbiol Infect Dis 2024; 109:116338. [PMID: 38718661 DOI: 10.1016/j.diagmicrobio.2024.116338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 04/15/2024] [Accepted: 05/02/2024] [Indexed: 05/28/2024]
Abstract
The diagnosis if leprosy is difficult, as it requires clinical expertise and sensitive laboratory tests. In this study, we develop a serological test for leprosy by using bioinformatics tools to identify specific B-cell epitopes from Mycobacterium leprae hypothetical proteins, which were used to construct a recombinant chimeric protein, M1. The synthetic peptides were obtained and showed good reactivity to detect leprosy patients, although the M1 chimera have showed sensitivity (Se) and specificity (Sp) values higher than 90.0% to diagnose both paucibacillary (PB) and multibacillary (MB) leprosy patients, but not those developing tegumentary or visceral leishmaniasis, tuberculosis, Chagas disease, malaria, histoplasmosis and aspergillosis, in ELISA experiments. Using sera from household contacts, values for Se and Sp were 100% and 65.3%, respectively. In conclusion, our proof-of-concept study has generated data that suggest that a new recombinant protein could be developed into a diagnostic antigen for leprosy.
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Affiliation(s)
- Bárbara P N Assis
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil; Fundação Hospitalar do Estado de Minas Gerais, Hospital Eduardo de Menezes, Belo Horizonte, 30622-020, Minas Gerais, Brazil
| | - Ana T Chaves
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Daniela P Lage
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Mariana M Cardoso
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Isabela A G Pereira
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Raquel S B Câmara
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Camila S Freitas
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Vívian T Martins
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Fernanda Ludolf
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil; Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Ciências Médicas de Minas Gerais, Belo Horizonte 30130-110, Minas Gerais, Brazil
| | - Ana Laura G de Oliveira
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - João A Oliveira-da-Silva
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Grasiele S V Tavares
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Alexsandro S Galdino
- Laboratório de Biotecnologia de Microrganismos, Universidade Federal de São João Del-Rei, Divinópolis, 35.501-296, Minas Gerais, Brazil
| | - Miguel A Chávez-Fumagalli
- Computational Biology and Chemistry Research Group, Vicerrectorado de Investigación, Universidad Católica de Santa María, Urb. San José S/N, Umacollo, Arequipa, 04000, Peru
| | - Ricardo A Machado-de-Ávila
- Programa de Pós-Graduação em Ciências da Saúde, Universidade do Extremo Sul Catarinense, Criciúma, 88806-000, Santa Catarina, Brazil
| | - Myron Christodoulides
- Neisseria Research Group, Molecular Microbiology, School of Clinical and Experimental Sciences, University of Southampton Faculty of Medicine, Southampton General Hospital, Southampton, England, UK
| | - Denise U Gonçalves
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
| | - Lílian L Bueno
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil; Departamento de Parasitologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, 31270-901, Minas Gerais, Brazil
| | - Ricardo T Fujiwara
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil; Departamento de Parasitologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, 31270-901, Minas Gerais, Brazil
| | - Eduardo A F Coelho
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil; Departamento de Patologia Clínica, COLTEC, Universidade Federal de Minas Gerais, Av. Antônio Carlos, 6627, Belo Horizonte, Minas Gerais, Brazil.
| | - Manoel Otávio da Costa Rocha
- Programa de Pós-Graduação em Ciências da Saúde: Infectologia e Medicina Tropical, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, 30130-100, Minas Gerais, Brazil
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de Carvalho JC, Pascoal-Xavier MA, Araújo MG, Teixeira-Carvalho A, Martins-Filho OA, Peruhype-Magalhães V, Coelho-dos-Reis JGA, Araújo MSS. Different profiles of chemokines, cytokines and cell growth factors in plasma samples from patients with leprosy, leprosy reactions and households contacts. Mem Inst Oswaldo Cruz 2024; 119:e230129. [PMID: 38381878 PMCID: PMC10876044 DOI: 10.1590/0074-02760230129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 01/10/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Leprosy is a highly neglected disease that is considered a serious public health problem in many countries. This illness is characterised by a variety of clinical and histopathological manifestations that are related to the patient immune response. OBJECTIVES This work aimed evaluate the profile of circulating immune mediators in the plasma from patients classified clinically as paucibacillary (PB), multibacillary (MB), households contacts (HHC), type1 leprosy reaction (T1R), type2 leprosy reaction (T2R) and control individuals without medical history of leprosy (CTL). METHODS To assessment of the plasma immune mediators was used multiplex microbeads immunoassay "Luminex". FINDINGS The results showed that patients (PB) had a regulatory-biased profile, while MB revealed a pro-inflammatory trend of highly expressed biomarkers. HHC display conspicuously increased levels in the plasma of the chemokines (CCL2, CCL3, CCL4, CCL5 and CXCL8), pro-inflammatory cytokines (IFN-γ,TNF and IL-1β), modulating cytokines (IL-9 and IL-1Ra) and growth factors (PDGF, G-CSF and IL-2). Interestingly, HHC displayed superior production of IFN-γ as compared to other leprosy groups, indicating a putative protective role for this cytokine during chronic Mycobacterium leprae exposure. MAIN CONCLUSION Further investigations are currently underway to elucidate the potential of these mediators as biomarkers applicable to the diagnosis/prognosis of leprosy and also T1R and T2R leprosy reactions.
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Affiliation(s)
- Jairo Campos de Carvalho
- Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, MG, Brasil
- Fundação Hospitalar do Estado de Minas Gerais, Belo Horizonte, MG, Brasil
| | - Marcelo Antônio Pascoal-Xavier
- Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, MG, Brasil
- Universidade Federal de Minas Gerais, Faculdade de Medicina, Departamento de Anatomia Patológica e Medicina Legal, Belo Horizonte, MG, Brasil
| | - Marcelo Grossi Araújo
- Serviço de Dermatologia do Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brasil
| | - Andrea Teixeira-Carvalho
- Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, MG, Brasil
| | - Olindo Assis Martins-Filho
- Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, MG, Brasil
| | - Vanessa Peruhype-Magalhães
- Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, MG, Brasil
| | - Jordana Grazziela Alves Coelho-dos-Reis
- Universidade Federal de Minas Gerais, Instituto de Ciências Biológicas, Departamento de Microbiologia, Laboratório de Virologia Básica e Aplicada, Belo Horizonte, MG, Brasil
| | - Márcio Sobreira Silva Araújo
- Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Grupo Integrado de Pesquisas em Biomarcadores, Belo Horizonte, MG, Brasil
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Lopes-Luz L, Saavedra DP, Fogaça MBT, Bührer-Sékula S, Stefani MMDA. Challenges and advances in serological and molecular tests to aid leprosy diagnosis. Exp Biol Med (Maywood) 2023; 248:2083-2094. [PMID: 38059475 PMCID: PMC10800132 DOI: 10.1177/15353702231209422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/08/2023] Open
Abstract
Leprosy is a neglected chronic infectious disease caused by obligate intracellular bacilli, Mycobacterium leprae and Mycobacterium lepromatosis. Despite multidrug therapy (MDT) success, leprosy accounts for more than 200,000 new cases yearly. Leprosy diagnosis remains based on the dermato-neurologic examination, but histopathology of skin biopsy and bacilloscopy of intradermal scraping are subsidiary diagnostic tests that require expertise and laboratory infrastructure. This minireview summarizes the state of the art of serologic tests to aid leprosy diagnosis, highlighting enzyme-linked immunosorbent assay (ELISA) and point-of-care tests (POCT) biotechnologies. Also, the impact of the postgenomic era on the description of new recombinantly expressed M. leprae-specific protein antigens, such as leprosy Infectious Disease Research Institute (IDRI) diagnostic (LID)-1 is summarized. Highly specific and sensitive molecular techniques to detect M. leprae DNA as the quantitative polymerase chain reaction (qPCR) and the loop-mediated isothermal amplification (LAMP) are briefly reviewed. Serology studies using phenolic glycolipid-I (PGL-I) semi-synthetic antigens, LID-1 fusion antigen, and the single fusion complex natural disaccharide-octyl (NDO)-LID show high sensitivity in multibacillary (MB) patients. However, serology is not applicable to paucibacillary patients, as they have weak humoral response and robust cell-mediated response, requiring tests for cellular biomarkers. Unlike ELISA-based tests, leprosy-specific POCT based on semi-synthetic PGL-I antigens and NDO-LID 1 antigen is easy to perform, cheaper, equipment-free, and can contribute to early diagnosis avoiding permanent incapacities and helping to interrupt M. leprae transmission. Besides its use to help diagnosis of household contacts or at-risk populations in endemic areas, potential applications of leprosy serology include monitoring MDT efficacy, identification of recent infection, especially in young children, as surrogate markers of disease progression to orient adult chemoprophylaxis and as a predictor of type 2 leprosy reactions. Advances in molecular biology techniques have reduced the complexity and execution time of qPCR confirming its utility to help diagnosis while leprosy-specific LAMP holds promise as an adjunct test to detect M. leprae DNA.
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Affiliation(s)
- Leonardo Lopes-Luz
- Laboratório de Desenvolvimento e Produção de Testes Rápidos, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-050, Brasil
- Innovation Hub in Point of Care Technologies, UFG-Merck S/A. Alliance, Goiânia 74690-900, Brasil
| | - Djairo Pastor Saavedra
- Laboratório de Desenvolvimento e Produção de Testes Rápidos, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-050, Brasil
- Innovation Hub in Point of Care Technologies, UFG-Merck S/A. Alliance, Goiânia 74690-900, Brasil
| | - Matheus Bernardes Torres Fogaça
- Laboratório de Desenvolvimento e Produção de Testes Rápidos, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-050, Brasil
- Innovation Hub in Point of Care Technologies, UFG-Merck S/A. Alliance, Goiânia 74690-900, Brasil
| | - Samira Bührer-Sékula
- Laboratório de Desenvolvimento e Produção de Testes Rápidos, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-050, Brasil
- Innovation Hub in Point of Care Technologies, UFG-Merck S/A. Alliance, Goiânia 74690-900, Brasil
| | - Mariane Martins de Araújo Stefani
- Laboratório de Desenvolvimento e Produção de Testes Rápidos, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia 74605-050, Brasil
- Innovation Hub in Point of Care Technologies, UFG-Merck S/A. Alliance, Goiânia 74690-900, Brasil
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dos Santos DF, Garcia LP, Borges IS, Oliveira TJ, Antunes DE, Luppi ADM, Goulart IMB. Early diagnosis of neural impairment in seropositive leprosy household contacts: The experience of a reference center in Brazil. Front Med (Lausanne) 2023; 10:1143402. [PMID: 36993802 PMCID: PMC10040679 DOI: 10.3389/fmed.2023.1143402] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 02/22/2023] [Indexed: 03/18/2023] Open
Abstract
IntroductionLeprosy is an infectious disease that remains with a high number of new cases in developing countries. Household contacts have a higher risk for the development of the disease, but the neural impairment in this group is not well elucidated yet. Here, we measured the chance of occurrence of peripheral neural impairment in asymptomatic leprosy household.MethodsContacts who present anti-PGL-I IgM seropositivity, through electroneuromyography (ENMG) evaluation. We recruited 361 seropositive contacts (SPC) from 2017 to 2021, who were subjected to an extensive protocol that included clinical, molecular, and electroneuromyographic evaluations.ResultsOur data revealed a positivity of slit skin smear and skin biopsy qPCR of 35.5% (128/361) and 25.8% (93/361) respectively. The electroneuromyographic evaluation of the SPC showed neural impairment in 23.5% (85/361), with the predominance of a mononeuropathy pattern in 62.3% (53/85). Clinical neural thickening was observed in 17.5% (63/361) of seropositive contacts, but among the individuals with abnormal ENMG, only 25.9% (22/85) presented neural thickening in the clinical exam.DiscussionOurs results corroborates the need to make the approach to asymptomatic contacts in endemic countries more timely. Since leprosy in its early stages can present an indolent and subclinical evolution, serological, molecular, and neurophysiological tools are essential to break the disease transmission chain.
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Affiliation(s)
- Diogo Fernandes dos Santos
- National Reference Center for Sanitary Dermatology and Leprosy, Clinics Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
- Postgraduate Program in Health Sciences, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
- *Correspondence: Diogo Fernandes dos Santos,
| | - Leonardo Peixoto Garcia
- National Reference Center for Sanitary Dermatology and Leprosy, Clinics Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
| | - Isabella Sabião Borges
- National Reference Center for Sanitary Dermatology and Leprosy, Clinics Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
| | - Thales Junqueira Oliveira
- National Reference Center for Sanitary Dermatology and Leprosy, Clinics Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
| | - Douglas Eulálio Antunes
- National Reference Center for Sanitary Dermatology and Leprosy, Clinics Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
- Postgraduate Program in Health Sciences, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
| | - Andrea De Martino Luppi
- National Reference Center for Sanitary Dermatology and Leprosy, Clinics Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
- Postgraduate Program in Health Sciences, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
| | - Isabela Maria Bernardes Goulart
- National Reference Center for Sanitary Dermatology and Leprosy, Clinics Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
- Postgraduate Program in Health Sciences, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, Brazil
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Cunha EHM, Marçal PHF, Gama RS, de Oliveira LBP, Pinheiro RO, Sarno EN, Brito-de-Sousa JP, de Souza MLM, Fairley JK, Valente TNS, Velloso-Rodrigues C, Martins-Filho OA, de Oliveira DR, Fraga LADO. Interplay among differential exposure to Mycobacterium leprae and TLR4 polymorphism impacts the immune response in household contacts of leprosy patients. Front Immunol 2023; 14:1130137. [PMID: 37187734 PMCID: PMC10175789 DOI: 10.3389/fimmu.2023.1130137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 03/20/2023] [Indexed: 05/17/2023] Open
Abstract
Introduction The aim of the present study was to investigate the association between the single nucleotide polymorphism (SNP) rs1927914 A/G in TLR4 gene and the immunological profile of household contacts (HHC) of leprosy patients. Leprosy classification is usually complex and requires the assessment of several clinical and laboratorial features. Methods Herein, we have applied distinct models of descriptive analysis to explore qualitative/quantitative changes in chemokine and cytokine production in HHC further categorized according to operational classification [HHC(PB) and HHC(MB)] and according to TLR4SNP. Results and discussion Our results showed that M. leprae stimuli induced an outstanding production of chemokines (CXCL8;CCL2; CXCL9; CXCL10) by HHC(PB), while increase levels of pro-inflammatory cytokines (IL-6; TNF; IFN-γ; IL-17) were observed for HHC(MB). Moreover, the analysis of chemokine and cytokine signatures demonstrated that A allele was associated with a prominent soluble mediator secretion (CXCL8; CXCL9; IL-6; TNF; IFN-γ). Data analysis according to TLR4 SNP genotypes further demonstrated that AA and AG were associated with a more prominent secretion of soluble mediators as compared to GG, supporting the clustering of AA and AG genotypes into dominant genetic model. CXCL8, IL-6, TNF and IL-17 displayed distinct profiles in HHC(PB) vs HHC(MB) or AA+AG vs GG genotype. In general, chemokine/cytokine networks analysis showed an overall profile of AA+GA-selective (CXCL9-CXCL10) and GG-selective (CXCL10-IL-6) axis regardless of the operational classification. However, mirrored inverted CCL2-IL-10 axis and a (IFN-γ-IL-2)-selective axis were identified in HHC(MB). CXCL8 presented outstanding performance to classify AA+AG from GG genotypes and HHC(PB) from HHC(MB). TNF and IL-17 presented elevated accuracy to classify AA+AG from GG genotypes and HHC(PB) (low levels) from HHC(MB) (high levels), respectively. Our results highlighted that both factors: i) differential exposure to M. leprae and ii) TLR4 rs1927914 genetic background impact the immune response of HHC. Our main results reinforce the relevance of integrated studies of immunological and genetic biomarkers that may have implications to improve the classification and monitoring of HHC in future studies.
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Affiliation(s)
- Eloisa Helena Medeiros Cunha
- Universidade Federal de Juiz de Fora, Governador Valadares, MG, Brazil
- Universidade Vale do Rio Doce – Univale, Department of Health Sciences, Governador Valadares, MG, Brazil
| | - Pedro Henrique Ferreira Marçal
- Universidade Federal de Juiz de Fora, Governador Valadares, MG, Brazil
- Universidade Vale do Rio Doce – Univale, Department of Health Sciences, Governador Valadares, MG, Brazil
- Division of Infectious Diseases, Department of Medicine, School of Medicine, Emory University, Atlanta, GA, United States
- *Correspondence: Lucia Alves de Oliveira Fraga, ; ; Pedro Henrique Ferreira Marçal, ;
| | - Rafael Silva Gama
- Universidade Vale do Rio Doce – Univale, Department of Health Sciences, Governador Valadares, MG, Brazil
| | | | - Roberta Olmo Pinheiro
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz –FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Euzenir Nunes Sarno
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz –FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | | | | | - Jessica Kathleen Fairley
- Division of Infectious Diseases, Department of Medicine, School of Medicine, Emory University, Atlanta, GA, United States
| | | | | | - Olindo Assis Martins-Filho
- Grupo Integrado de Pesquisas em Biomarcadores, Instituto René Rachou, FIOCRUZ-Minas, Belo Horizonte, MG, Brazil
| | | | - Lucia Alves de Oliveira Fraga
- Universidade Federal de Juiz de Fora, Governador Valadares, MG, Brazil
- *Correspondence: Lucia Alves de Oliveira Fraga, ; ; Pedro Henrique Ferreira Marçal, ;
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Marçal PHF, de Souza MLM, Gama RS, de Oliveira LBP, de Souza Gomes M, do Amaral LR, Pinheiro RO, Sarno EN, Moraes MO, Fairley JK, Martins-Filho OA, de Oliveira Fraga LA. Algorithm design for a cytokine release assay of antigen-specific in vitro stimuli of circulating leukocytes to classify leprosy patients and household contacts. Open Forum Infect Dis 2022; 9:ofac036. [PMID: 35169594 PMCID: PMC8842339 DOI: 10.1093/ofid/ofac036] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 01/27/2022] [Indexed: 11/13/2022] Open
Abstract
Background Immunological biomarkers have often been used as a complementary approach to support clinical diagnosis in several infectious diseases. The lack of commercially available laboratory tests for conclusive early diagnosis of leprosy has motivated the search for novel methods for accurate diagnosis. In the present study, we describe an integrated analysis of a cytokine release assay using a machine learning approach to create a decision tree algorithm. This algorithm was used to classify leprosy clinical forms and monitor household contacts. Methods A model of Mycobacterium leprae antigen-specific in vitro assay with subsequent cytokine measurements by enzyme-linked immunosorbent assay was employed to measure the levels of tumor necrosis factor (TNF), interferon-γ, interleukin 4, and interleukin 10 (IL-10) in culture supernatants of peripheral blood mononuclear cells from patients with leprosy, healthy controls, and household contacts. Receiver operating characteristic curve analysis was carried out to define each cytokine’s global accuracy and performance indices to identify clinical subgroups. Results Data demonstrated that TNF (control culture [CC]: AUC = 0.72; antigen-stimulated culture [Ml]: AUC = 0.80) and IL-10 (CC: AUC = 0.77; Ml: AUC = 0.71) were the most accurate biomarkers to classify subgroups of household contacts and patients with leprosy, respectively. Decision tree classifier algorithms for TNF analysis categorized subgroups of household contacts according to the operational classification with moderate accuracy (CC: 79% [48/61]; Ml: 84% [51/61]). Additionally, IL-10 analysis categorized leprosy patients’ subgroups with moderate accuracy (CC: 73% [22/30] and Ml: 70% [21/30]). Conclusions Together, our findings demonstrated that a cytokine release assay is a promising method to complement clinical diagnosis, ultimately contributing to effective control of the disease.
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Affiliation(s)
| | - Márcio Luís Moreira de Souza
- Programa Multicêntrio de Bioquímica e Biologia Molecular-Núcleo de Pesquisa em Hansenologia – Universidade Federal de Juiz de Fora, Instituto de Ciências da Vida, Campus Governador Valadares, MG, Brazil
| | - Rafael Silva Gama
- Universidade Vale do Rio Doce – Univale, Governador Valadares, MG, Brazil
| | | | - Matheus de Souza Gomes
- Laboratório de Bioinformática e Análises Moleculares, Universidade Federal de Uberlândia, INGEB/FACOM, Campus Patos de Minas, Patos de Minas, MG, Brazil
| | - Laurence Rodrigues do Amaral
- Laboratório de Bioinformática e Análises Moleculares, Universidade Federal de Uberlândia, INGEB/FACOM, Campus Patos de Minas, Patos de Minas, MG, Brazil
| | - Roberta Olmo Pinheiro
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Euzenir Nunes Sarno
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Milton Ozório Moraes
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Jessica K Fairley
- Division of Infectious Diseases, Department of Medicine, Emory University, School of Medicine, Atlanta, GA, United States of America
| | | | - Lucia Alves de Oliveira Fraga
- Programa Multicêntrio de Bioquímica e Biologia Molecular-Núcleo de Pesquisa em Hansenologia – Universidade Federal de Juiz de Fora, Instituto de Ciências da Vida, Campus Governador Valadares, MG, Brazil
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Tió-Coma M, Kiełbasa SM, van den Eeden SJF, Mei H, Roy JC, Wallinga J, Khatun M, Soren S, Chowdhury AS, Alam K, van Hooij A, Richardus JH, Geluk A. Blood RNA signature RISK4LEP predicts leprosy years before clinical onset. EBioMedicine 2021; 68:103379. [PMID: 34090257 PMCID: PMC8182229 DOI: 10.1016/j.ebiom.2021.103379] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 04/16/2021] [Accepted: 04/19/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Leprosy, a chronic infectious disease caused by Mycobacterium leprae, is often late- or misdiagnosed leading to irreversible disabilities. Blood transcriptomic biomarkers that prospectively predict those who progress to leprosy (progressors) would allow early diagnosis, better treatment outcomes and facilitate interventions aimed at stopping bacterial transmission. To identify potential risk signatures of leprosy, we collected whole blood of household contacts (HC, n=5,352) of leprosy patients, including individuals who were diagnosed with leprosy 4-61 months after sample collection. METHODS We investigated differential gene expression (DGE) by RNA-Seq between progressors before presence of symptoms (n=40) and HC (n=40), as well as longitudinal DGE within each progressor. A prospective leprosy signature was identified using a machine learning approach (Random Forest) and validated using reverse transcription quantitative PCR (RT-qPCR). FINDINGS Although no significant intra-individual longitudinal variation within leprosy progressors was identified, 1,613 genes were differentially expressed in progressors before diagnosis compared to HC. We identified a 13-gene prospective risk signature with an Area Under the Curve (AUC) of 95.2%. Validation of this RNA-Seq signature in an additional set of progressors (n=43) and HC (n=43) by RT-qPCR, resulted in a final 4-gene signature, designated RISK4LEP (MT-ND2, REX1BD, TPGS1, UBC) (AUC=86.4%). INTERPRETATION This study identifies for the first time a prospective transcriptional risk signature in blood predicting development of leprosy 4 to 61 months before clinical diagnosis. Assessment of this signature in contacts of leprosy patients can function as an adjunct diagnostic tool to target implementation of interventions to restrain leprosy development. FUNDING This study was supported by R2STOP Research grant, the Order of Malta-Grants-for-Leprosy-Research, the Q.M. Gastmann-Wichers Foundation and the Leprosy Research Initiative (LRI) together with the Turing Foundation (ILEP# 702.02.73 and # 703.15.07).
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Affiliation(s)
- Maria Tió-Coma
- Department of Infectious Diseases and Leiden University Medical Center, Leiden, The Netherlands
| | - Szymon M Kiełbasa
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Susan J F van den Eeden
- Department of Infectious Diseases and Leiden University Medical Center, Leiden, The Netherlands
| | - Hailiang Mei
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Johan Chandra Roy
- Rural Health Program, The Leprosy Mission International Bangladesh, Nilphamari, Bangladesh
| | - Jacco Wallinga
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands; Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Marufa Khatun
- Rural Health Program, The Leprosy Mission International Bangladesh, Nilphamari, Bangladesh
| | - Sontosh Soren
- Rural Health Program, The Leprosy Mission International Bangladesh, Nilphamari, Bangladesh
| | - Abu Sufian Chowdhury
- Rural Health Program, The Leprosy Mission International Bangladesh, Nilphamari, Bangladesh
| | - Khorshed Alam
- Rural Health Program, The Leprosy Mission International Bangladesh, Nilphamari, Bangladesh
| | - Anouk van Hooij
- Department of Infectious Diseases and Leiden University Medical Center, Leiden, The Netherlands
| | - Jan Hendrik Richardus
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Annemieke Geluk
- Department of Infectious Diseases and Leiden University Medical Center, Leiden, The Netherlands.
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Marçal PHF, Gama RS, Pereira de Oliveira LB, Martins-Filho OA, Pinheiro RO, Sarno EN, Moraes MO, de Oliveira Fraga LA. Functional biomarker signatures of circulating T-cells and its association with distinct clinical status of leprosy patients and their respective household contacts. Infect Dis Poverty 2020; 9:167. [PMID: 33341111 PMCID: PMC7749990 DOI: 10.1186/s40249-020-00763-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 10/14/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Leprosy is a chronic infectious disease classified into two subgroups for therapeutic purposes: paucibacillary (PB) and multibacillary (MB), closely related to the host immune responses. In this context it is noteworthy looking for immunological biomarkers applicable as complementary diagnostic tools as well as a laboratorial strategy to follow-up leprosy household contacts. METHODS The cross-sectional study enrolled 49 participants, including 19 patients and 30 healthy controls. Peripheral blood mononuclear cells (PBMC) were isolated and incubated in the presence of Mycobacterium leprae bacilli. The cells were prepared for surface (CD4+ and CD8+) and intracytoplasmic cytokine staining (IFN-γ, IL-4 and IL-10). Multiple comparisons amongst groups were carried out by ANOVA, Kruskal-Wallis, Student T or Mann-Whitney test. Comparative analysis of categorical variables was performed by Chi-square. Functional biomarker signature analysis was conducted using the global median values for each biomarker index as the cut-off edge to identify the proportion of subjects with high biomarker levels. RESULTS The cytokine signature analysis demonstrated that leprosy patients presented a polyfunctional profile of T-cells subsets, with increased frequency of IFN-γ+ T-cell subsets along with IL-10+ and IL-4+ from CD4+ T-cells, as compared to health Controls (Venn diagram report). Moreover, statistical analysis was carried out using parametric or non-parametric variance analysis followed by pairwise multiple comparisons, according to the data normality distribution. L(PB) displayed a polyfunctional profile characterized by enhanced percentage of IFN-γ+, IL-10+ and IL-4+ produced by most T-cell subsets, as compared to L(MB) that presented a more restricted cytokine functional profile mediated by IL-10+ and IL-4+ T-cells with minor contribution of IFN-γ produced by CD4+ T-cells. Noteworthy was that HHC(MB) exhibited enhanced frequency of IFN-γ+ T-cells, contrasting with HHC(PB) that presented a cytokine profile limited to IL-10 and IL-4. CONCLUSIONS Our data demonstrated that L(PB) displayed enhanced percentage of IFN-γ+, IL-10+ and IL-4+ as compared to L(MB) that presented functional profile mediated by IL-10+ and IL-4+ T-cells and HHC(MB) exhibited enhanced frequency of IFN-γ+ T-cells, contrasting with HHC(PB). Together, our findings provide additional immunological features associated with leprosy and household contacts. These data provide evidence that biomarkers of immune response can be useful complementary diagnostic/prognostic tools as well as insights that household contacts should be monitored to access putative subclinical infection.
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Affiliation(s)
| | - Rafael Silva Gama
- Universidade Vale do Rio Doce - Univale, Governador Valadares, MG, Brazil
| | | | - Olindo Assis Martins-Filho
- Grupo Integrado de Pesquisas em Biomarcadores, Instituto René Rachou, FIOCRUZ-Minas, Belo Horizonte, MG, Brazil
| | - Roberta Olmo Pinheiro
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz -FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Euzenir Nunes Sarno
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz -FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Milton Ozório Moraes
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz -FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Lucia Alves de Oliveira Fraga
- Núcleo de Pesquisa em Hansenologia, Universidade Federal de Juiz de Fora, Instituto de Ciências da Vida, Campus Governador Valadares, Rua São Paulo, 582 - Centro, Governador Valadares, MG, 30190-002, Brazil.
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