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Cutshaw MK, Sciaudone M, Bowman NM. Risk Factors for Progression to Chronic Chagas Cardiomyopathy: A Systematic Review and Meta-Analysis. Am J Trop Med Hyg 2023; 108:791-800. [PMID: 36848894 PMCID: PMC10076993 DOI: 10.4269/ajtmh.22-0630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 12/19/2022] [Indexed: 03/01/2023] Open
Abstract
Approximately one-third of people with chronic Trypanosoma cruzi infection develop Chagas cardiomyopathy, which carries a poor prognosis. Accurate prediction of which individuals will go on to develop Chagas cardiomyopathy remains elusive. We performed a systematic review of literature comparing characteristics of individuals with chronic Chagas disease with or without evidence of cardiomyopathy. Studies were not excluded on the basis of language or publication date. Our review yielded a total of 311 relevant publications. We further examined the subset of 170 studies with data regarding individual age, sex, or parasite load. A meta-analysis of 106 eligible studies indicated that male sex was associated with having Chagas cardiomyopathy (Hedge's g: 1.56, 95% CI: 1.07-2.04), and a meta-analysis of 91 eligible studies indicated that older age was associated with having Chagas cardiomyopathy (Hedge's g: 0.66, 95% CI: 0.41-0.91). A meta-analysis of four eligible studies did not find an association between parasite load and disease state. This study provides the first systematic review to assess whether age, sex, and parasite load are associated with Chagas cardiomyopathy. Our findings suggest that older and male patients with Chagas disease are more likely to have cardiomyopathy, although we are unable to identify causal relationships due to the high heterogeneity and predominantly retrospective study designs in the current literature. Prospective, multidecade studies are needed to better characterize the clinical course of Chagas disease and identify risk factors for progression to Chagas cardiomyopathy.
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Affiliation(s)
| | - Michael Sciaudone
- Section of Infectious Diseases, Tulane University School of Medicine, New Orleans, Louisiana
| | - Natalie M. Bowman
- Division of Infectious Diseases, Department of Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina
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2
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Barbosa CHD, Canto FB, Gomes A, Brandao LM, Lima JR, Melo GA, Granato A, Neves EGA, Dutra WO, Oliveira AC, Nóbrega A, Bellio M. Cytotoxic CD4+ T cells driven by T-cell intrinsic IL-18R/MyD88 signaling predominantly infiltrate Trypanosoma cruzi-infected hearts. eLife 2022; 11:74636. [PMID: 35670567 PMCID: PMC9236613 DOI: 10.7554/elife.74636] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 06/04/2022] [Indexed: 11/13/2022] Open
Abstract
Increasing attention has been directed to cytotoxic CD4+ T cells (CD4CTLs) in different pathologies, both in humans and mice. The impact of CD4CTLs in immunity and the mechanisms controlling their generation, however, remain poorly understood. Here, we show that CD4CTLs abundantly differentiate during mouse infection with the intracellular parasite Trypanosoma cruzi. CD4CTLs display parallel kinetics to Th1 cells in the spleen, mediate specific cytotoxicity against cells presenting pathogen-derived antigens and express immunoregulatory and/or exhaustion markers. We demonstrate that CD4CTL absolute numbers and activity are severely reduced in both Myd88-/- and Il18ra-/- mice. Of note, the infection of mixed-bone marrow chimeras revealed that WT but not Myd88-/- cells transcribe the CD4CTL gene signature and that Il18ra-/- and Myd88-/- CD4+ T cells phenocopy each other. Moreover, adoptive transfer of WT CD4+GzB+ T cells to infected Il18ra-/- mice extended their survival. Importantly, cells expressing the CD4CTL phenotype predominate among CD4+ T cells infiltrating the infected mouse cardiac tissue and are increased in the blood of Chagas patients, in which the frequency of CD4CTLs correlates with the severity of cardiomyopathy. Our findings describe CD4CTLs as a major player in immunity to a relevant human pathogen and disclose T-cell intrinsic IL-18R/MyD88 signaling as a key pathway controlling the magnitude of the CD4CTL response.
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Affiliation(s)
| | - Fabio B Canto
- Departamento de Imunobiologia, Universidade Federal Fluminense
| | - Ariel Gomes
- Department of Immunology, Universidade Federal do Rio de Janeiro (UFRJ)
| | - Layza M Brandao
- Department of Immunology, Universidade Federal do Rio de Janeiro (UFRJ)
| | - Jéssica R Lima
- Department of Immunology, Universidade Federal do Rio de Janeiro (UFRJ)
| | - Guilherme A Melo
- Department of Immunology, Universidade Federal do Rio de Janeiro (UFRJ)
| | | | - Eula GA Neves
- Laboratório de Biologia das Interações Celulares, Universidade Federal de Minas Gerais
| | - Walderez O Dutra
- Laboratório de Biologia das Interações Celulares, Universidade Federal de Minas Gerais
| | - Ana-Carolina Oliveira
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro (UFRJ)
| | - Alberto Nóbrega
- Department of Immunology, Universidade Federal do Rio de Janeiro (UFRJ)
| | - Maria Bellio
- Department of Immunology, Universidade Federal do Rio de Janeiro (UFRJ)
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3
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Casares-Marfil D, Strauss M, Bosch-Nicolau P, Lo Presti MS, Molina I, Chevillard C, Cunha-Neto E, Sabino E, Ribeiro ALP, González CI, Martín J, Acosta-Herrera M. A Genome-Wide Association Study Identifies Novel Susceptibility loci in Chronic Chagas Cardiomyopathy. Clin Infect Dis 2021; 73:672-679. [PMID: 33539531 DOI: 10.1093/cid/ciab090] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 02/01/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Chagas disease is an infectious disease caused by the parasite Trypanosoma cruzi and is endemic from Latin American countries. The goal of our study was to identify novel genetic loci associated with chronic Chagas cardiomyopathy development in Chagas disease patients from different Latin American populations. METHODS We performed a cross-sectional, nested case-control study including 3 sample collections from Colombia, Argentina, and Bolivia. Samples were genotyped to conduct a genome-wide association study (GWAS). These results were meta-analyzed with summary statistic data from Brazil, gathering a total of 3413 Chagas disease patients. To identify the functional impact of the associated variant and its proxies, we performed an in silico analysis of this region. RESULTS The meta-analysis revealed a novel genome-wide statistically significant association with chronic Chagas cardiomyopathy development in rs2458298 (OR = 0.90, 95%CI = 0.87-0.94, P-value = 3.27 × 10-08), nearby the SAC3D1 gene. In addition, further in silico analyses displayed functional relationships between the associated variant and the SNX15, BAFT2, and FERMT3 genes, related to cardiovascular traits. CONCLUSIONS Our findings support the role of the host genetic factors in the susceptibility to the development of the chronic cardiac form of this neglected disease.
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Affiliation(s)
| | - Mariana Strauss
- Centro de Estudios e Investigación de la Enfermedad de Chagas y Leishmaniasis, FCM, INICSA-CONICET-UNC, Córdoba, Argentina
| | - Pau Bosch-Nicolau
- Unidad de Medicina Tropical y Salud Internacional Hospital Universitari Vall d'Hebron, PROSICS, Barcelona, Spain
| | - María Silvina Lo Presti
- Centro de Estudios e Investigación de la Enfermedad de Chagas y Leishmaniasis, FCM, INICSA-CONICET-UNC, Córdoba, Argentina
| | - Israel Molina
- Unidad de Medicina Tropical y Salud Internacional Hospital Universitari Vall d'Hebron, PROSICS, Barcelona, Spain
| | | | - Edecio Cunha-Neto
- Laboratory of Immunology, Heart Institute (InCor)/Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Ester Sabino
- Instituto de Medicina Tropical Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Antonio Luiz P Ribeiro
- Centro de Telessaúde, Hospital das Clínicas, Belo Horizonte, Brazil.,Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Clara Isabel González
- Grupo de Inmunología y Epidemiología Molecular, Escuela de Microbiología, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Javier Martín
- Instituto de Parasitología y Biomedicina López-Neyra, CSIC, Granada, Spain
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4
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Casares-Marfil D, Guillen-Guio B, Lorenzo-Salazar JM, Rodríguez-Pérez H, Kerick M, Jaimes-Campos MA, Díaz ML, Estupiñán E, Echeverría LE, González CI, Martin J, Flores C, Acosta-Herrera M. Admixture mapping analysis reveals differential genetic ancestry associated with Chagas disease susceptibility in the Colombian population. Hum Mol Genet 2021; 30:2503-2512. [PMID: 34302177 PMCID: PMC8643504 DOI: 10.1093/hmg/ddab213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/19/2021] [Accepted: 07/20/2021] [Indexed: 01/02/2023] Open
Abstract
Chagas disease is an infection caused by the parasite Trypanosoma cruzi, endemic in Latino America. Leveraging the three-way admixture between Native American (AMR), European (EUR) and African (AFR) populations in Latin Americans, we aimed to better understand the genetic basis of Chagas disease by performing an admixture mapping study in a Colombian population. A two-stage study was conducted, and subjects were classified as seropositive and seronegative for T. cruzi. In stage 1, global and local ancestries were estimated using reference data from the 1000 Genomes Project (1KGP) and local ancestry associations were performed by logistic regression models. The AMR ancestry showed a protective association with Chagas disease within the Major Histocompatibility Complex region (OR = 0.74, 95%CI = 0.66-0.83, lowest p-value = 4.53x10-8). The fine mapping assessment on imputed genotypes combining data from stage 1 and 2 from an independent Colombian cohort, revealed nominally associated variants in high linkage disequilibrium with the top signal (rs2032134, OR = 0.93, 95%CI = 0.90-0.97, p-value = 3.54x10-4) in the previously associated locus. To assess ancestry-specific adaptive signals, a selective sweep scan in an AMR reference population from 1KGP together with an in silico functional analysis highlighted the Tripartite Motif family and the Human Leukocyte Antigen (HLA) genes, with crucial role in the immune response against pathogens. Furthermore, these analyses emphasized the macrophages, neutrophils, and eosinophils, as key players in the defense against T. cruzi. This first admixture mapping study in Chagas disease provided novel insights underlying the host immune response in the pathogenesis of this neglected disease.
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Affiliation(s)
| | - Beatriz Guillen-Guio
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - Jose M Lorenzo-Salazar
- Genomics Division, Instituto Tecnológico y de Energías Renovables (ITER), Santa Cruz de Tenerife, Spain
| | - Héctor Rodríguez-Pérez
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - Martin Kerick
- Institute of Parasitology and Biomedicine López-Neyra, CSIC, Granada, Spain
| | - Mayra A Jaimes-Campos
- Grupo de Inmunología y Epidemiología Molecular, Escuela de Microbiología, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Martha L Díaz
- Grupo de Inmunología y Epidemiología Molecular, Escuela de Microbiología, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Elkyn Estupiñán
- Institute of Parasitology and Biomedicine López-Neyra, CSIC, Granada, Spain.,Grupo de Inmunología y Epidemiología Molecular, Escuela de Microbiología, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Luis E Echeverría
- Heart Failure and Heart Transplant Clinic, Fundación Cardiovascular de Colombia, Floridablanca, Colombia
| | - Clara I González
- Grupo de Inmunología y Epidemiología Molecular, Escuela de Microbiología, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Javier Martin
- Institute of Parasitology and Biomedicine López-Neyra, CSIC, Granada, Spain
| | - Carlos Flores
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain.,Genomics Division, Instituto Tecnológico y de Energías Renovables (ITER), Santa Cruz de Tenerife, Spain.,CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
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5
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Kim H, Perovanovic J, Shakya A, Shen Z, German CN, Ibarra A, Jafek JL, Lin NP, Evavold BD, Chou DHC, Jensen PE, He X, Tantin D. Targeting transcriptional coregulator OCA-B/Pou2af1 blocks activated autoreactive T cells in the pancreas and type 1 diabetes. J Exp Med 2021; 218:e20200533. [PMID: 33295943 PMCID: PMC7731945 DOI: 10.1084/jem.20200533] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Revised: 04/27/2020] [Accepted: 10/09/2020] [Indexed: 11/04/2022] Open
Abstract
The transcriptional coregulator OCA-B promotes expression of T cell target genes in cases of repeated antigen exposure, a necessary feature of autoimmunity. We hypothesized that T cell-specific OCA-B deletion and pharmacologic OCA-B inhibition would protect mice from autoimmune diabetes. We developed an Ocab conditional allele and backcrossed it onto a diabetes-prone NOD/ShiLtJ strain background. T cell-specific OCA-B loss protected mice from spontaneous disease. Protection was associated with large reductions in islet CD8+ T cell receptor specificities associated with diabetes pathogenesis. CD4+ clones associated with diabetes were present but associated with anergic phenotypes. The protective effect of OCA-B loss was recapitulated using autoantigen-specific NY8.3 mice but diminished in monoclonal models specific to artificial or neoantigens. Rationally designed membrane-penetrating OCA-B peptide inhibitors normalized glucose levels and reduced T cell infiltration and proinflammatory cytokine expression in newly diabetic NOD mice. Together, the results indicate that OCA-B is a potent autoimmune regulator and a promising target for pharmacologic inhibition.
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MESH Headings
- Alleles
- Amino Acid Sequence
- Animals
- Autoantigens/immunology
- CD4-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/immunology
- Crosses, Genetic
- Cytokines/metabolism
- Diabetes Mellitus, Type 1/genetics
- Diabetes Mellitus, Type 1/immunology
- Diabetes Mellitus, Type 1/prevention & control
- Disease Models, Animal
- Female
- Gene Deletion
- Germ Cells/metabolism
- Humans
- Inflammation Mediators/metabolism
- Lymph Nodes/metabolism
- Lymphocyte Activation
- Male
- Mice, Inbred C57BL
- Mice, Inbred NOD
- Ovalbumin
- Pancreas/metabolism
- Pancreas/pathology
- Peptides/pharmacology
- Receptors, Antigen, T-Cell/metabolism
- Spleen/pathology
- T-Lymphocytes/immunology
- Trans-Activators/deficiency
- Trans-Activators/metabolism
- Transcription, Genetic
- Mice
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Affiliation(s)
- Heejoo Kim
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT
| | - Jelena Perovanovic
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT
| | - Arvind Shakya
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
| | - Zuolian Shen
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT
| | - Cody N German
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
| | - Andrea Ibarra
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT
| | - Jillian L Jafek
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT
| | - Nai-Pin Lin
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT
| | - Brian D Evavold
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
| | - Danny H-C Chou
- Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, UT
| | - Peter E Jensen
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
| | - Xiao He
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
| | - Dean Tantin
- Department of Pathology, University of Utah School of Medicine, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT
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6
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Gomes Dos Santos A, Watanabe EH, Ferreira DT, Oliveira J, Nakanishi ÉS, Oliveira CS, Bocchi E, Novaes CTG, Cruz F, Carvalho NB, Sato PK, Yamashiro-Kanashiro EH, Pontillo A, de Freitas VLT, Onuchic LF, Shikanai-Yasuda MA. A Specific IL6 Polymorphic Genotype Modulates the Risk of Trypanosoma cruzi Parasitemia While IL18, IL17A, and IL1B Variant Profiles and HIV Infection Protect Against Cardiomyopathy in Chagas Disease. Front Immunol 2020; 11:521409. [PMID: 33193300 PMCID: PMC7642879 DOI: 10.3389/fimmu.2020.521409] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 09/24/2020] [Indexed: 12/13/2022] Open
Abstract
Background Chagas disease caused by Trypanosoma cruzi (T. cruzi) affects approximately six million individuals worldwide. Clinical manifestations are expected to occur due to the parasite persistence and host immune response. Herein we investigated potential associations between IL1B, IL6, IL17A, or IL18 polymorphism profiles and cardiomyopathy or T. cruzi parasitemia, as well as the impact of HIV infection on cardiopathy. Methods Two hundred twenty-six patients and 90 control individuals were analyzed. IL1B rs1143627 T>C, IL6 rs1800795 C>G, IL17A rs2275913 G>A, IL18 rs187238 C>G, and IL18 rs1946518 C>A SNVs were analyzed by real-time PCR and T. cruzi parasitemia by PCR. Results Our data revealed association between a cytokine gene polymorphism and parasitemia never previously reported. The IL6 rs1800795 CG genotype lowered the risk of positive parasitemia (OR = 0.45, 95% CI 0.24–0.86, P = 0.015). Original findings included associations between IL17A rs2275913 AA and IL18 s1946518 AA genotypes with decreased risk of developing cardiomyopathy (OR = 0.27, 95% CI 0.07–0.97, P = 0.044; and OR = 0.35, 95% CI 0.14–0.87, P = 0.023, respectively). IL18 rs1946518 AA and IL1B rs1143627 TC were associated with reduced risk for cardiomyopathy severity, including NYHA (New York Heart Association) class ≥ 2 (OR = 0.21, 95% CI 0.06–0.68, P = 0.009; and OR = 0.48, 95% CI 0.24–0.95, P = 0.036, respectively) and LVEF (left ventricular ejection fraction) <45% for IL18 rs1946518 AA (OR = 0.22, 95% CI 0.05–0.89, P = 0.034). A novel, unexpected protective effect of HIV infection against development/progression of cardiomyopathy was identified, based on a lower risk of developing cardiopathy (OR = 0.48, 95% CI 0.23–0.96, P = 0.039), NYHA class ≥ 2 (OR = 0.15, 95% CI 0.06–0.39, P < 0.001), and LVEF < 45% (OR = 0.03, 95% CI 0.00–0.25, P = 0.001). Digestive involvement was negatively associated with NYHA ≥ 2 and LVEF < 45% (OR = 0.20, 95% CI 0.09–0.47, P < 0.001; and OR = 0.24, 95% CI 0.09–0.62, P = 0.004, respectively). Conclusions Our data support a protective role of IL17A AA, IL18 AA, and IL1B TC genotypes against development/progression of cardiomyopathy and a modulatory effect of the IL6 CG genotype on the risk of parasitemia in Chagas disease. Notably, HIV infection was shown to protect against development/progression of cardiopathy, potentially associated with a synergistic effect of HIV and highly active antiretroviral therapy (HAART), attenuating a Th1-mediated response in the myocardium. This proposed hypothesis requires confirmation, however, in larger and more comprehensive future studies.
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Affiliation(s)
- Alexandra Gomes Dos Santos
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Elieser Hitoshi Watanabe
- Department of Medicine, Divisions of Molecular Medicine and Nephrology, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Daiane Tomomi Ferreira
- Laboratory of Immunology (LIM 48), Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Jamille Oliveira
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Érika Shimoda Nakanishi
- Laboratory of Immunology (LIM 48), Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Claudia Silva Oliveira
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Edimar Bocchi
- Heart Institute, Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | | | - Fatima Cruz
- Heart Institute, Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Noemia Barbosa Carvalho
- Division of Infectious Diseases, Hospital das Clinicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Paula Keiko Sato
- Laboratory of Immunology (LIM 48), Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Edite Hatsumi Yamashiro-Kanashiro
- Laboratory of Immunology (LIM 48), Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil.,Instituto de Medicina Tropical, University of São Paulo, São Paulo, Brazil
| | - Alessandra Pontillo
- Departament of Immunology, Instituto de Ciências Biomédicas (ICB), University of São Paulo, São Paulo, Brazil
| | - Vera Lucia Teixeira de Freitas
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil.,Laboratory of Immunology (LIM 48), Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Luiz Fernando Onuchic
- Department of Medicine, Divisions of Molecular Medicine and Nephrology, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Maria Aparecida Shikanai-Yasuda
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil.,Laboratory of Immunology (LIM 48), Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
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7
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Sato PK, Busser FD, Carvalho FMDC, Gomes Dos Santos A, Sadahiro A, Diogo CL, Kono ASG, Moretti ML, Luiz ODC, Shikanai-Yasuda MA. Polymorphism in the Promoter Region of the IL18 Gene and the Association With Severity on Paracoccidioidomycosis. Front Immunol 2020; 11:542210. [PMID: 33117339 PMCID: PMC7559583 DOI: 10.3389/fimmu.2020.542210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 08/21/2020] [Indexed: 01/06/2023] Open
Abstract
Paracoccidioidomycosis (PCM) is an important endemic, systemic disease in Latin America caused by Paracoccidioides spp. This mycosis has been associated with high morbidity and sequels, and its clinical manifestations depend on the virulence of the infecting strain, the degree and type of immune response, infected tissues, and intrinsic characteristics of the host. The T helper(Th)1 and Th17/Th22 cells are related to resistance and control of infection, and a Th2/Th9 response is associated with disease susceptibility. In this study, we focused on interleukin(IL)-12p35 (IL12A), IL-18 (IL18), and IFN-γ receptor 1 (IFNGR1) genetic polymorphisms because their respective roles have been described in human PCM. Real-time PCR was employed to analyze IL12A-504 G/T (rs2243115), IL18-607 C/A (rs1946518), and IFNGR1-611 A/G (rs1327474) single nucleotide polymorphisms (SNP). One hundred forty-nine patients with the acute form (AF), multifocal chronic (MC), or unifocal chronic (UC) forms of PCM and 110 non-PCM individuals as a control group were included. In the unconditional logistic regression analysis adjusted by ethnicity and sex, we observed a high risk of the IL18-607 A-allele for both AF [p = 0.015; OR = 3.10 (95% CI: 1.24–7.77)] and MC groups [p = 0.023; OR = 2.61 (95% CI: 1.14–5.96)] when compared with UC. The IL18-607 A-allele associated risk for the AF and MC groups as well as the protective role of the C-allele in UC are possibly linked to higher levels of IL-18 at different periods of the course of the disease. Therefore, a novel role of IL18-607 C/A SNP is shown in the present study, highlighting its importance in the outcome of PCM.
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Affiliation(s)
- Paula Keiko Sato
- Laboratory of Medical Investigation in Immunology (LIM48), Faculdade de Medicina, Hospital das Clínicas, University of São Paulo, São Paulo, Brazil.,Institute of Tropical Medicine, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Felipe Delatorre Busser
- Laboratory of Medical Investigation in Immunology (LIM48), Faculdade de Medicina, Hospital das Clínicas, University of São Paulo, São Paulo, Brazil.,Institute of Tropical Medicine, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Flávia Mendes da Cunha Carvalho
- Laboratory of Medical Investigation in Immunology (LIM48), Faculdade de Medicina, Hospital das Clínicas, University of São Paulo, São Paulo, Brazil.,Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Alexandra Gomes Dos Santos
- Laboratory of Medical Investigation in Immunology (LIM48), Faculdade de Medicina, Hospital das Clínicas, University of São Paulo, São Paulo, Brazil.,Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Aya Sadahiro
- Department of Parasitology, Instituto de Ciências Biológicas, Federal University of Amazonas, Manaus, Brazil
| | - Constancia Lima Diogo
- Laboratory of Medical Investigation in Immunology (LIM48), Faculdade de Medicina, Hospital das Clínicas, University of São Paulo, São Paulo, Brazil.,Institute of Tropical Medicine, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | | | - Maria Luiza Moretti
- Faculdade de Ciências Médicas, Hospital das Clínicas, State University of Campinas, Campinas, Brazil
| | - Olinda do Carmo Luiz
- Department of Preventive Medicine, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
| | - Maria Aparecida Shikanai-Yasuda
- Laboratory of Medical Investigation in Immunology (LIM48), Faculdade de Medicina, Hospital das Clínicas, University of São Paulo, São Paulo, Brazil.,Institute of Tropical Medicine, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil.,Department of Infectious and Parasitic Diseases, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
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da Mota JB, Echevarria-Lima J, Kyle-Cezar F, Melo M, Bellio M, Scharfstein J, Oliveira AC. IL-18R signaling is required for γδ T cell response and confers resistance to Trypanosoma cruzi infection. J Leukoc Biol 2020; 108:1239-1251. [PMID: 32450614 DOI: 10.1002/jlb.4ma0420-568r] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 04/17/2020] [Accepted: 05/08/2020] [Indexed: 01/17/2023] Open
Abstract
IFN-γ-producing γδ T cells have been suggested to play an important role in protection against infection with Trypanosoma cruzi. However, little is known about the mechanisms leading to functional differentiation of this T cell subset in this model. In the current work, we investigated the possibility that the IL-18/MyD88 pathway is central for the generation of effector γδ T cells, playing a role for resistance against infection. We found that splenic γδ+ CD3+ cells were rapidly expanded (10-14 days post infection), which was accompanied by an early γδ T cell infiltration into the heart. In the following days, intracardiac parasitism was reduced, the protective immunity being accompanied by decreased γδ T cells tissue infiltration. As predicted, there was a drastic reduction of γδ T cells in Myd88- and Il18r1-deficient mice, both transgenic strains displaying a susceptible phenotype with increased intracardiac parasitism. In vivo and in vitro assays confirmed that IL-18R deficiency hampered γδ T cell proliferation. Further characterization revealed that T. cruzi infection up-regulates IL-18R expression in WT γδ+ T cell population whereas Il18r1-/- mice showed impaired generation of cytotoxic GzB+ and IFN-γ-producing γδ T cells. Consistently, in vitro cytotoxicity assay confirmed that cytolytic function was impaired in Il18r1-deficient γδ T cells. As a proof of concept, adoptive transfer of WT γδ T cells rescues Il18r1-deficient mice from susceptibility, reducing parasitemia and abrogating the mortality. Collectively, our findings implicate the IL-18R-MyD88 signaling in the mechanisms underlying generation of immunoprotective γδ T cells response in experimental Trypanosoma cruzi infection.
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Affiliation(s)
- Julia Barbalho da Mota
- Laboratório de Imunologia Celular e Molecular, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Juliana Echevarria-Lima
- Laboratório de Imunologia Básica e Aplicada, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Fernanda Kyle-Cezar
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King's College London, London, UK
| | - Matheus Melo
- Laboratório de Imunologia Celular e Molecular, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Maria Bellio
- Laboratório de Imunobiologia, Departamento de Imunologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Julio Scharfstein
- Laboratório de Imunologia Celular e Molecular, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Ana Carolina Oliveira
- Laboratório de Imunologia Celular e Molecular, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
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Arbustini E, Narula N, Giuliani L, Di Toro A. Genetic Basis of Myocarditis: Myth or Reality? MYOCARDITIS 2020. [PMCID: PMC7122345 DOI: 10.1007/978-3-030-35276-9_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The genetic basis of myocarditis remains an intriguing concept, at least as long as the definition of myocarditis constitutes the definitive presence of myocardial inflammation sufficient to cause the observed ventricular dysfunction in the setting of cardiotropic infections. Autoimmune or immune-mediated myocardial inflammation constitutes a complex area of clinical interest, wherein numerous and not yet fully understood role of hereditary auto-inflammatory diseases can result in inflammation of the pericardium and myocardium. Finally, myocardial involvement in hereditary immunodeficiency diseases, cellular and humoral, is a possible trigger for infections which may complicate the diseases themselves. Whether the role of constitutional genetics can make the patient susceptible to myocardial inflammation remains yet to be explored.
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Strauss M, Acosta-Herrera M, Alcaraz A, Casares-Marfil D, Bosch-Nicolau P, Lo Presti MS, Molina I, González CI, Martín J. Association of IL18 genetic polymorphisms with Chagas disease in Latin American populations. PLoS Negl Trop Dis 2019; 13:e0007859. [PMID: 31751351 PMCID: PMC6894881 DOI: 10.1371/journal.pntd.0007859] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 12/05/2019] [Accepted: 10/21/2019] [Indexed: 12/14/2022] Open
Abstract
Host genetic factors have been suggested to play an important role in the susceptibility to Chagas disease. Given the influence of interleukin 18 (IL-18) in the development of the disease, in the present study, we analyzed three IL18 genetic variants (rs2043055, rs1946518, rs360719) regarding the predisposition to Trypanosoma cruzi infection and the development of chronic Chagas cardiomyopathy (CCC), in different Latin America populations. Genetic data of 3,608 patients from Colombia, Bolivia, Argentina, and Brazil were meta-analyzed to validate previous findings with increased statistical power. Seropositive and seronegative individuals were compared for T. cruzi infection susceptibility. In the Colombian cohort, the allelic frequencies of the three variants showed a significant association, with adjustment for sex and age, and also after applying multiple testing adjustments. Among the Colombian and Argentinean cohorts, rs360719 showed a significant genetic effect in a fixed-effects meta-analysis after a Bonferroni correction (OR: 0.76, CI: 0.66-0.89, P = 0.001). For CCC, the rs2043055 showed an association with protection from cardiomyopathy in the Colombian cohort (OR: 0.79, CI: 0.64-0.99, P = 0.037), with adjustment for sex and age, and after applying multiple testing adjustments. The meta-analysis of the CCC vs. asymptomatic patients from the four cohorts showed no evidence of association. In conclusion, our results validated the association found previously in the Colombian cohort suggesting that IL18 rs360719 plays an important role in the susceptibility to T. cruzi infection and no evidence of association was found between the IL18 genetic variants and CCC in the Latin American population studied.
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Affiliation(s)
- Mariana Strauss
- Centro de Estudios e Investigación de la Enfermedad de Chagas y Leishmaniasis, FCM, INICSA-CONICET-UNC, Córdoba, Argentina
| | | | - Alexia Alcaraz
- Instituto de Parasitología y Biomedicina López-Neyra, IPBLN-CSIC, PTS Granada, Granada, España
| | - Desiré Casares-Marfil
- Instituto de Parasitología y Biomedicina López-Neyra, IPBLN-CSIC, PTS Granada, Granada, España
| | - Pau Bosch-Nicolau
- Unidad de Medicina Tropical y Salud Internacional Hospital Universitari Vall d'Hebron, PROSICS, Barcelona, España
| | - María Silvina Lo Presti
- Centro de Estudios e Investigación de la Enfermedad de Chagas y Leishmaniasis, FCM, INICSA-CONICET-UNC, Córdoba, Argentina
| | - Israel Molina
- Unidad de Medicina Tropical y Salud Internacional Hospital Universitari Vall d'Hebron, PROSICS, Barcelona, España
| | | | - Javier Martín
- Instituto de Parasitología y Biomedicina López-Neyra, IPBLN-CSIC, PTS Granada, Granada, España
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11
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Acosta-Herrera M, Strauss M, Casares-Marfil D, Martín J. Genomic medicine in Chagas disease. Acta Trop 2019; 197:105062. [PMID: 31201776 DOI: 10.1016/j.actatropica.2019.105062] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 06/11/2019] [Indexed: 02/07/2023]
Abstract
Genetic approaches have been proposed for improving the understanding of the causes of differential susceptibility to Trypanosoma cruzi infection and Chagas disease outcome. Polymorphisms in genes involved in the immune/inflammatory response are being studied in order to clarify their possible role in the occurrence or severity of the cardiac and/or gastrointestinal complications. However still today, the number of significant associated genes is limited and the pathophysiological mechanisms underlying this condition are unknown. This article review the information currently available from the published scientific literature regarding the genetic variants of molecules of the immune system and other variants that can contribute to the clinical presentation of the disease. Genomic medicine will improve our knowledge about the molecular basis of Chagas disease, will open new avenues for developing biomarkers of disease progression, new therapeutic strategies to suit the requirements of individual patients, and will contribute to the control of one of the infections with the greatest socio-economic impact in the Americas.
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Laugier L, Frade AF, Ferreira FM, Baron MA, Teixeira PC, Cabantous S, Ferreira LRP, Louis L, Rigaud VOC, Gaiotto FA, Bacal F, Pomerantzeff P, Bocchi E, Kalil J, Santos RHB, Cunha-Neto E, Chevillard C. Whole-Genome Cardiac DNA Methylation Fingerprint and Gene Expression Analysis Provide New Insights in the Pathogenesis of Chronic Chagas Disease Cardiomyopathy. Clin Infect Dis 2019; 65:1103-1111. [PMID: 28575239 PMCID: PMC5849099 DOI: 10.1093/cid/cix506] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 05/25/2017] [Indexed: 02/06/2023] Open
Abstract
Background Chagas disease, caused by the protozoan Trypanosoma cruzi, is endemic in Latin America and affects 10 million people worldwide. Approximately 12000 deaths attributable to Chagas disease occur annually due to chronic Chagas disease cardiomyopathy (CCC), an inflammatory cardiomyopathy presenting with heart failure and arrythmia; 30% of infected subjects develop CCC years after infection. Genetic mechanisms play a role in differential progression to CCC, but little is known about the role of epigenetic modifications in pathological gene expression patterns in CCC patients’ myocardium. DNA methylation is the most common modification in the mammalian genome. Methods We investigated the impact of genome-wide cardiac DNA methylation on global gene expression in myocardial samples from end-stage CCC patients, compared to control samples from organ donors. Results In total, 4720 genes were differentially methylated between CCC patients and controls, of which 399 were also differentially expressed. Several of them were related to heart function or to the immune response and had methylation sites in their promoter region. Reporter gene and in silico transcription factor binding analyses indicated promoter methylation modified expression of key genes. Among those, we found potassium channel genes KCNA4 and KCNIP4, involved in electrical conduction and arrythmia, SMOC2, involved in matrix remodeling, as well as enkephalin and RUNX3, potentially involved in the increased T-helper 1 cytokine-mediated inflammatory damage in heart. Conclusions Results support that DNA methylation plays a role in the regulation of expression of pathogenically relevant genes in CCC myocardium, and identify novel potential disease pathways and therapeutic targets in CCC.
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Affiliation(s)
- Laurie Laugier
- Aix Marseille Université, Génétique et Immunologie des Maladies Parasitaires, Unité Mixte de Recherche S906, INSERM U906, Marseille, France
| | - Amanda Farage Frade
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT.,Department of Bioengineering, Brazil University, and
| | - Frederico Moraes Ferreira
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT.,Health Sciences, University of Santo Amaro, São Paulo, Brazil
| | - Monique Andrade Baron
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT
| | - Priscila Camillo Teixeira
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT
| | - Sandrine Cabantous
- Aix Marseille Université, Génétique et Immunologie des Maladies Parasitaires, Unité Mixte de Recherche S906, INSERM U906, Marseille, France
| | - Ludmila Rodrigues Pinto Ferreira
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT.,Health Sciences, University of Santo Amaro, São Paulo, Brazil
| | - Laurence Louis
- Aix Marseille Université, Génétique médicale et génomique fonctionnelle (Plateforme Génomique et Transcriptomique), Unité Mixte de Recherche S910, INSERM U910, Marseille, France; Divisions of
| | - Vagner Oliveira Carvalho Rigaud
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT
| | | | | | | | - Edimar Bocchi
- Heart Failure Unit, Heart Institute, University of São Paulo School of Medicine, and
| | - Jorge Kalil
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT.,Division of Clinical Immunology and Allergy, University of São Paulo School of Medicine, Brazil
| | | | - Edecio Cunha-Neto
- Laboratory of Immunology, Heart Institute, University of São Paulo School of Medicine.,Institute for Investigation in Immunology (iii), INCT.,Division of Clinical Immunology and Allergy, University of São Paulo School of Medicine, Brazil
| | - Christophe Chevillard
- Aix Marseille Université, Génétique et Immunologie des Maladies Parasitaires, Unité Mixte de Recherche S906, INSERM U906, Marseille, France
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13
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Interleukin-18 in Health and Disease. Int J Mol Sci 2019; 20:ijms20030649. [PMID: 30717382 PMCID: PMC6387150 DOI: 10.3390/ijms20030649] [Citation(s) in RCA: 319] [Impact Index Per Article: 63.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 01/28/2019] [Accepted: 01/29/2019] [Indexed: 12/12/2022] Open
Abstract
Interleukin (IL)-18 was originally discovered as a factor that enhanced IFN-γ production from anti-CD3-stimulated Th1 cells, especially in the presence of IL-12. Upon stimulation with Ag plus IL-12, naïve T cells develop into IL-18 receptor (IL-18R) expressing Th1 cells, which increase IFN-γ production in response to IL-18 stimulation. Therefore, IL-12 is a commitment factor that induces the development of Th1 cells. In contrast, IL-18 is a proinflammatory cytokine that facilitates type 1 responses. However, IL-18 without IL-12 but with IL-2, stimulates NK cells, CD4+ NKT cells, and established Th1 cells, to produce IL-3, IL-9, and IL-13. Furthermore, together with IL-3, IL-18 stimulates mast cells and basophils to produce IL-4, IL-13, and chemical mediators such as histamine. Therefore, IL-18 is a cytokine that stimulates various cell types and has pleiotropic functions. IL-18 is a member of the IL-1 family of cytokines. IL-18 demonstrates a unique function by binding to a specific receptor expressed on various types of cells. In this review article, we will focus on the unique features of IL-18 in health and disease in experimental animals and humans.
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A systematic review of the Trypanosoma cruzi genetic heterogeneity, host immune response and genetic factors as plausible drivers of chronic chagasic cardiomyopathy. Parasitology 2018; 146:269-283. [PMID: 30210012 DOI: 10.1017/s0031182018001506] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Chagas disease is a complex tropical pathology caused by the kinetoplastid Trypanosoma cruzi. This parasite displays massive genetic diversity and has been classified by international consensus in at least six Discrete Typing Units (DTUs) that are broadly distributed in the American continent. The main clinical manifestation of the disease is the chronic chagasic cardiomyopathy (CCC) that is lethal in the infected individuals. However, one intriguing feature is that only 30-40% of the infected individuals will develop CCC. Some authors have suggested that the immune response, host genetic factors, virulence factors and even the massive genetic heterogeneity of T. cruzi are responsible of this clinical pattern. To date, no conclusive data support the reason why a few percentages of the infected individuals will develop CCC. Therefore, we decided to conduct a systematic review analysing the host genetic factors, immune response, cytokine production, virulence factors and the plausible association of the parasite DTUs and CCC. The epidemiological and clinical implications are herein discussed.
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15
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Houston-Ludlam GA, Belew AT, El-Sayed NM. Comparative Transcriptome Profiling of Human Foreskin Fibroblasts Infected with the Sylvio and Y Strains of Trypanosoma cruzi. PLoS One 2016; 11:e0159197. [PMID: 27505626 PMCID: PMC4978399 DOI: 10.1371/journal.pone.0159197] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Accepted: 06/28/2016] [Indexed: 12/20/2022] Open
Abstract
Trypanosoma cruzi, the causative agent of Chagas Disease, is phylogeneticaly distributed into nearly identical genetic strains which show divergent clinical presentations including differences in rates of cardiomyopathy in humans, different vector species and transmission cycles, differential congenital transmission in a mouse model, and differing immune and heart inflammation response in dogs. The population structure of these strains divides into two groups, which are geographically and clinically distinct. The aim of this study was to compare the transcriptome of two strains of T. cruzi, Sylvio vs. Y, to identify differences in expression that could account for clinical and biochemical differences. We collected and sequenced RNA from T. cruzi-infected and control Human Foreskin Fibroblasts at three timepoints. Differential expression analysis identified gene expression different timepoints in Sylvio infections, and between Sylvio and Y infections in both parasite and host. The Sylvio strain parasite and the host response to Sylvio infection largely mirrored the host-pathogen interaction seen in our previous Y strain work. IL-8 was more highly expressed in Sylvio-infected HFFs than in Y-infected HFFs.
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Affiliation(s)
- Genevieve A. Houston-Ludlam
- Department of Cell Biology and Molecular Genetics, College of Computational, Mathematical and Natural Science, University of Maryland, College Park, Maryland, United States of America
- Center for Bioinformatics and Computational Biology, University of Maryland Institute for Advanced Computer Studies (UMIACS), University of Maryland, College Park, Maryland, United States of America
| | - A. Trey Belew
- Department of Cell Biology and Molecular Genetics, College of Computational, Mathematical and Natural Science, University of Maryland, College Park, Maryland, United States of America
- Center for Bioinformatics and Computational Biology, University of Maryland Institute for Advanced Computer Studies (UMIACS), University of Maryland, College Park, Maryland, United States of America
| | - Najib M. El-Sayed
- Department of Cell Biology and Molecular Genetics, College of Computational, Mathematical and Natural Science, University of Maryland, College Park, Maryland, United States of America
- Center for Bioinformatics and Computational Biology, University of Maryland Institute for Advanced Computer Studies (UMIACS), University of Maryland, College Park, Maryland, United States of America
- * E-mail:
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