1
|
Liu Z, Vucetich S, DeToy K, Duran Saucedo G, Verastegui M, Carballo-Jimenez P, Mercado-Saavedra BN, Tinajeros F, Malaga-Machaca ES, Marcus R, Gilman RH, Bowman NM, McCall LI. Small molecule biomarkers predictive of Chagas disease progression. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.13.24307310. [PMID: 38798659 PMCID: PMC11118624 DOI: 10.1101/2024.05.13.24307310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Chagas disease (CD) is a neglected tropical disease caused by the parasitic protozoan Trypanosoma cruzi. However, only 20% to 30% of infected individuals will progress to severe symptomatic cardiac manifestations. Current treatments are benznidazole and nifurtimox, which are poorly tolerated regimens. Developing a biomarker to determine the likelihood of patient progression would be helpful for doctors to optimize patient treatment strategies. Such a biomarker would also benefit drug discovery efforts and clinical trials. In this study, we combined untargeted and targeted metabolomics to compare serum samples from T. cruzi-infected individuals who progressed to severe cardiac disease, versus infected individuals who remained at the same disease stage (non-progressors). We identified four unannotated biomarker candidates, which were validated in an independent cohort using both untargeted and targeted analysis techniques. Overall, our findings demonstrate that serum small molecules can predict CD progression, offering potential for clinical monitoring.
Collapse
|
2
|
Bocchi EA, Veiga Guimarães G, Espinoza Romero C, Sato PK, de Freitas VLT, Yamashiro Kanashiro EH, Furuchó CR, Das Dores Cruz F, Shimoda Nakanishi É, Busser FD, Bezerra RC, Westphalen EVN, Cisotto Rocha M, Shikanai Yasuda MA. Assessment of biomarkers and clinical parameters as predictors of survival in patients with chagasic heart failure. PLoS Negl Trop Dis 2023; 17:e0011847. [PMID: 38109427 PMCID: PMC10760923 DOI: 10.1371/journal.pntd.0011847] [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: 07/28/2023] [Revised: 01/02/2024] [Accepted: 12/06/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND Chagas disease, endemic in Latin America and spreading globally due to emigration, has a significant health burden, particularly in relation to chagasic heart failure (HF). Chagasic cardiomyopathy (CCM) is characterized by chronic inflammatory myocardial disease. This study aimed to identify inflammatory parameters and biomarkers that could aid in the management of patients with chagasic HF. METHODS AND FINDINGS A cohort study was conducted at a tertiary cardiology single-center over a mean follow-up period of 2.4 years. The study included patients with HF secondary to CCM enrolled between October 2013 and July 2017. Various clinical parameters, echocardiography findings, parasitemia status, brain natriuretic peptide (BNP) and troponin T (TnT) levels, and inflammatory biomarkers (IL-6, IL-10, IL-12p70, IL-17A, adiponectin, and IFN-γ) were assessed. The study encompassed a cohort of 103 patients, with a median age of 53 years and 70% being male. The left ventricular ejection fraction (LVEF) was 28%, with 40% of patients classified as NYHA II functional class. The median BNP level was 291 pg/ml. The observed mortality rate during the study period was 38.8%. Predictors of lower survival were identified as elevated levels of BNP, TnT, reduced LVEF, and increased adiponectin (thresholds: BNP > 309 pg/ml, TnT > 27.5 ng/ml, LVEF < 25.5%, adiponectin > 38 μg/mL). Notably, there was no evidence indicating a relationship between parasitemia and the inflammatory parameters with lower survival in these patients, including INF-γ, IL-6, IL-10, IL12-(p70), and IL17a. CONCLUSION Despite the presence of a chronic inflammatory process, the evaluated inflammatory biomarkers in this cohort were not predictive of survival in patients with chagasic HF with reduced ejection fraction (HFrEF). However, reduced LVEF, elevated BNP, adiponectin levels, and troponin T were identified as predictors of lower survival in these patients.
Collapse
Affiliation(s)
- Edimar Alcides Bocchi
- Heart Failure Clinics, Instituto do Coração Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Guilherme Veiga Guimarães
- Heart Failure Clinics, Instituto do Coração Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Cristhian Espinoza Romero
- Heart Failure Clinics, Instituto do Coração Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Paula Keiko Sato
- Laboratory of Medical Investigation in Immunology (LIM-48), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Vera Lúcia Teixeira de Freitas
- Laboratory of Medical Investigation in Immunology (LIM-48), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
- Departament of Infectious Diseases, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Edite Hatsumi Yamashiro Kanashiro
- Laboratory of Medical Investigation in Immunology (LIM-48), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
- Departament of Infectious Diseases, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Célia Regina Furuchó
- Laboratory of Medical Investigation in Immunology (LIM-48), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Fatima Das Dores Cruz
- Heart Failure Clinics, Instituto do Coração Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | | | - Felipe Delatorre Busser
- Departament of Infectious Diseases, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Rita Cristina Bezerra
- Laboratory of Medical Investigation in Parasitology (LIM-46), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | | | - Mussya Cisotto Rocha
- Laboratory of Medical Investigation in Immunology (LIM-48), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
| | - Maria Aparecida Shikanai Yasuda
- Laboratory of Medical Investigation in Immunology (LIM-48), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo, Brazil
- Departament of Infectious Diseases, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| |
Collapse
|
3
|
Dean DA, Roach J, Ulrich vonBargen R, Xiong Y, Kane SS, Klechka L, Wheeler K, Jimenez Sandoval M, Lesani M, Hossain E, Katemauswa M, Schaefer M, Harris M, Barron S, Liu Z, Pan C, McCall LI. Persistent Biofluid Small-Molecule Alterations Induced by Trypanosoma cruzi Infection Are Not Restored by Parasite Elimination. ACS Infect Dis 2023; 9:2173-2189. [PMID: 37883691 PMCID: PMC10842590 DOI: 10.1021/acsinfecdis.3c00261] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
Chagas disease (CD), caused by Trypanosoma cruzi (T. cruzi) protozoa, is a complicated parasitic illness with inadequate medical measures for diagnosing infection and monitoring treatment success. To address this gap, we analyzed changes in the metabolome of T. cruzi-infected mice via liquid chromatography tandem mass spectrometry of clinically accessible biofluids: saliva, urine, and plasma. Urine was the most indicative of infection status across mouse and parasite genotypes. Metabolites perturbed by infection in urine include kynurenate, acylcarnitines, and threonylcarbamoyladenosine. Based on these results, we sought to implement urine as a tool for the assessment of CD treatment success. Strikingly, it was found that mice with parasite clearance following benznidazole antiparasitic treatment had an overall urine metabolome comparable to that of mice that failed to clear parasites. These results provide a complementary hypothesis to explain clinical trial data in which benznidazole treatment did not improve patient outcomes in late-stage disease, even in patients with successful parasite clearance. Overall, this study provides insights into new small-molecule-based CD diagnostic methods and a new approach to assess functional responses to treatment.
Collapse
Affiliation(s)
- Danya A. Dean
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA
| | - Jarrod Roach
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | | | - Yi Xiong
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Shelley S. Kane
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA
| | - London Klechka
- Department of Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Kate Wheeler
- Department of Biology, University of Oklahoma, Norman, OK, 73019, USA
| | | | - Mahbobeh Lesani
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Ekram Hossain
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA
| | - Mitchelle Katemauswa
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA
| | - Miranda Schaefer
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Morgan Harris
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Sayre Barron
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Zongyuan Liu
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA
| | - Chongle Pan
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Laura-Isobel McCall
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019, USA
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| |
Collapse
|
4
|
Marin-Neto JA, Rassi A, Oliveira GMM, Correia LCL, Ramos Júnior AN, Luquetti AO, Hasslocher-Moreno AM, Sousa ASD, Paola AAVD, Sousa ACS, Ribeiro ALP, Correia Filho D, Souza DDSMD, Cunha-Neto E, Ramires FJA, Bacal F, Nunes MDCP, Martinelli Filho M, Scanavacca MI, Saraiva RM, Oliveira Júnior WAD, Lorga-Filho AM, Guimarães ADJBDA, Braga ALL, Oliveira ASD, Sarabanda AVL, Pinto AYDN, Carmo AALD, Schmidt A, Costa ARD, Ianni BM, Markman Filho B, Rochitte CE, Macêdo CT, Mady C, Chevillard C, Virgens CMBD, Castro CND, Britto CFDPDC, Pisani C, Rassi DDC, Sobral Filho DC, Almeida DRD, Bocchi EA, Mesquita ET, Mendes FDSNS, Gondim FTP, Silva GMSD, Peixoto GDL, Lima GGD, Veloso HH, Moreira HT, Lopes HB, Pinto IMF, Ferreira JMBB, Nunes JPS, Barreto-Filho JAS, Saraiva JFK, Lannes-Vieira J, Oliveira JLM, Armaganijan LV, Martins LC, Sangenis LHC, Barbosa MPT, Almeida-Santos MA, Simões MV, Yasuda MAS, Moreira MDCV, Higuchi MDL, Monteiro MRDCC, Mediano MFF, Lima MM, Oliveira MTD, Romano MMD, Araujo NNSLD, Medeiros PDTJ, Alves RV, Teixeira RA, Pedrosa RC, Aras Junior R, Torres RM, Povoa RMDS, Rassi SG, Alves SMM, Tavares SBDN, Palmeira SL, Silva Júnior TLD, Rodrigues TDR, Madrini Junior V, Brant VMDC, Dutra WO, Dias JCP. SBC Guideline on the Diagnosis and Treatment of Patients with Cardiomyopathy of Chagas Disease - 2023. Arq Bras Cardiol 2023; 120:e20230269. [PMID: 37377258 PMCID: PMC10344417 DOI: 10.36660/abc.20230269] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/29/2023] Open
Affiliation(s)
- José Antonio Marin-Neto
- Universidade de São Paulo , Faculdade de Medicina de Ribeirão Preto , Ribeirão Preto , SP - Brasil
| | - Anis Rassi
- Hospital do Coração Anis Rassi , Goiânia , GO - Brasil
| | | | | | | | - Alejandro Ostermayer Luquetti
- Centro de Estudos da Doença de Chagas , Hospital das Clínicas da Universidade Federal de Goiás , Goiânia , GO - Brasil
| | | | - Andréa Silvestre de Sousa
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz , Rio de Janeiro , RJ - Brasil
| | | | - Antônio Carlos Sobral Sousa
- Universidade Federal de Sergipe , São Cristóvão , SE - Brasil
- Hospital São Lucas , Rede D`Or São Luiz , Aracaju , SE - Brasil
| | | | | | | | - Edecio Cunha-Neto
- Universidade de São Paulo , Faculdade de Medicina da Universidade, São Paulo , SP - Brasil
| | - Felix Jose Alvarez Ramires
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Fernando Bacal
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | | | - Martino Martinelli Filho
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Maurício Ibrahim Scanavacca
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Roberto Magalhães Saraiva
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz , Rio de Janeiro , RJ - Brasil
| | | | - Adalberto Menezes Lorga-Filho
- Instituto de Moléstias Cardiovasculares , São José do Rio Preto , SP - Brasil
- Hospital de Base de Rio Preto , São José do Rio Preto , SP - Brasil
| | | | | | - Adriana Sarmento de Oliveira
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | | | - Ana Yecê das Neves Pinto
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz , Rio de Janeiro , RJ - Brasil
| | | | - Andre Schmidt
- Universidade de São Paulo , Faculdade de Medicina de Ribeirão Preto , Ribeirão Preto , SP - Brasil
| | - Andréa Rodrigues da Costa
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz , Rio de Janeiro , RJ - Brasil
| | - Barbara Maria Ianni
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | | | - Carlos Eduardo Rochitte
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
- Hcor , Associação Beneficente Síria , São Paulo , SP - Brasil
| | | | - Charles Mady
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Christophe Chevillard
- Institut National de la Santé Et de la Recherche Médicale (INSERM), Marselha - França
| | | | | | | | - Cristiano Pisani
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | | | | | | | - Edimar Alcides Bocchi
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Evandro Tinoco Mesquita
- Hospital Universitário Antônio Pedro da Faculdade Federal Fluminense , Niterói , RJ - Brasil
| | | | | | | | | | | | - Henrique Horta Veloso
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz , Rio de Janeiro , RJ - Brasil
| | - Henrique Turin Moreira
- Hospital das Clínicas , Faculdade de Medicina de Ribeirão Preto , Universidade de São Paulo , Ribeirão Preto , SP - Brasil
| | | | | | | | - João Paulo Silva Nunes
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
- Fundação Zerbini, Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | | | | | | | | | | | - Luiz Cláudio Martins
- Universidade Estadual de Campinas , Faculdade de Ciências Médicas , Campinas , SP - Brasil
| | | | | | | | - Marcos Vinicius Simões
- Universidade de São Paulo , Faculdade de Medicina de Ribeirão Preto , Ribeirão Preto , SP - Brasil
| | | | | | - Maria de Lourdes Higuchi
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | | | - Mauro Felippe Felix Mediano
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz , Rio de Janeiro , RJ - Brasil
- Instituto Nacional de Cardiologia (INC), Rio de Janeiro, RJ - Brasil
| | - Mayara Maia Lima
- Secretaria de Vigilância em Saúde , Ministério da Saúde , Brasília , DF - Brasil
| | | | | | | | | | - Renato Vieira Alves
- Instituto René Rachou , Fundação Oswaldo Cruz , Belo Horizonte , MG - Brasil
| | - Ricardo Alkmim Teixeira
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | - Roberto Coury Pedrosa
- Hospital Universitário Clementino Fraga Filho , Instituto do Coração Edson Saad - Universidade Federal do Rio de Janeiro , RJ - Brasil
| | | | | | | | | | - Silvia Marinho Martins Alves
- Ambulatório de Doença de Chagas e Insuficiência Cardíaca do Pronto Socorro Cardiológico Universitário da Universidade de Pernambuco (PROCAPE/UPE), Recife , PE - Brasil
| | | | - Swamy Lima Palmeira
- Secretaria de Vigilância em Saúde , Ministério da Saúde , Brasília , DF - Brasil
| | | | | | - Vagner Madrini Junior
- Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , SP - Brasil
| | | | | | - João Carlos Pinto Dias
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz , Rio de Janeiro , RJ - Brasil
| |
Collapse
|
5
|
Dean DA, Roach J, vonBargen RU, Xiong Y, Kane SS, Klechka L, Wheeler K, Sandoval MJ, Lesani M, Hossain E, Katemauswa M, Schaefer M, Harris M, Barron S, Liu Z, Pan C, McCall LI. Persistent biofluid small molecule alterations induced by Trypanosoma cruzi infection are not restored by antiparasitic treatment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.03.543565. [PMID: 37425694 PMCID: PMC10326868 DOI: 10.1101/2023.06.03.543565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Chagas Disease (CD), caused by Trypanosoma cruzi (T. cruzi) protozoa, is a complicated parasitic illness with inadequate medical measures for diagnosing infection and monitoring treatment success. To address this gap, we analyzed changes in the metabolome of T. cruzi-infected mice via liquid chromatography tandem mass spectrometry analysis of clinically-accessible biofluids: saliva, urine, and plasma. Urine was the most indicative of infection status, across mouse and parasite genotypes. Metabolites perturbed by infection in the urine include kynurenate, acylcarnitines, and threonylcarbamoyladenosine. Based on these results, we sought to implement urine as a tool for assessment of CD treatment success. Strikingly, it was found that mice with parasite clearance following benznidazole antiparasitic treatment had comparable overall urine metabolome to mice that failed to clear parasites. These results match with clinical trial data in which benznidazole treatment did not improve patient outcomes in late-stage disease. Overall, this study provides insights into new small molecule-based CD diagnostic methods and a new approach to assess functional treatment response.
Collapse
Affiliation(s)
- Danya A. Dean
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019; USA
| | - Jarrod Roach
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | | | - Yi Xiong
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Shelley S. Kane
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019; USA
| | - London Klechka
- Department of Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Kate Wheeler
- Department of Biology, University of Oklahoma, Norman, OK, 73019, USA
| | | | - Mahbobeh Lesani
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Ekram Hossain
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019; USA
| | - Mitchelle Katemauswa
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019; USA
| | - Miranda Schaefer
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Morgan Harris
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Sayre Barron
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Zongyuan Liu
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019; USA
| | - Chongle Pan
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| | - Laura-Isobel McCall
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, OK, 73019; USA
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, 73019, USA
| |
Collapse
|
6
|
Damasceno RF, Sabino EC, Ribeiro ALP, Ferreira AM, de Oliveira-da Silva LC, Oliveira CDL, Cardoso CS, Vieira TM, Haikal DSA. Failure to use health services by people with Chagas disease: Multilevel analysis of endemic area in Brazil. PLoS Negl Trop Dis 2022; 16:e0010785. [PMID: 36121849 PMCID: PMC9522310 DOI: 10.1371/journal.pntd.0010785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 09/29/2022] [Accepted: 09/03/2022] [Indexed: 02/01/2023] Open
Abstract
This study aimed to assess the prevalence of non-use of health services in the last year by people with Chagas disease (CD) in an endemic area in Brazil and the contextual and individual factors associated with this non-use. This is a multilevel study that considered contextual and individual data. Contextual data were collected from official publicly accessible databases of the Brazilian government, at the municipal level. The individual data came from the first follow-up of a Brazilian cohort that assessed patients with CD in 21 municipalities in endemic area for the disease. The sample consisted of 1,160 individuals with CD. The dependent variable "use of health services in the last year" was categorized as yes vs. no. The analysis was performed using Poisson regression with robust variance. The prevalence of non-use of health services in the last year was 23.5% (IC95%: 21.1-25.9). The contextual factor "larger population" (PR: 1.6; 95% CI = 1.2-2.0) and individual factors related to the lower severity of the disease as a functional class without limitations (PR: 1.6; 95% CI = 1.2-2.1) and unaltered N-terminal pro b-type natriuretic peptide levels (PR: 2.2; 95% CI = 1.3-3.6) increased the prevalence of non-use of the health service in the last year by people with CD. The results of this study showed that individual determinants are not isolated protagonists of the non-use of health services in the last year by people with CD, which reinforces the need for public policies that consider the contextual determinants of the use of health services by populations affected by the disease.
Collapse
Affiliation(s)
- Renata Fiúza Damasceno
- Graduate Program in Health Sciences, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
- * E-mail:
| | | | - Antonio Luiz Pinho Ribeiro
- Department of Internal Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Ariela Mota Ferreira
- Graduate Program in Health Sciences, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| | | | - Cláudia Di Lorenzo Oliveira
- Federal University of São João del-Rey, Research Group in Epidemiology and New Technologies in Health–Centro Oeste Campus, Divinópolis, Minas Gerais, Brazil
| | - Clareci Silva Cardoso
- Federal University of São João del-Rey, Research Group in Epidemiology and New Technologies in Health–Centro Oeste Campus, Divinópolis, Minas Gerais, Brazil
| | - Thallyta Maria Vieira
- Graduate Program in Health Sciences, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| | - Desirée Sant’ Ana Haikal
- Graduate Program in Health Sciences, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| |
Collapse
|
7
|
Ferreira AM, Sabino EC, Silva LCDOD, Oliveira CDL, Cardoso CS, Ribeiro ALP, Damasceno RF, Leite SF, Vieira TM, Nunes MDCP, Haikal DSA. Contextual influence on poor self-rated health in patients with Chagas disease: multilevel study. CIENCIA & SAUDE COLETIVA 2022; 27:2827-2842. [PMID: 35730850 PMCID: PMC9306011 DOI: 10.1590/1413-81232022277.01682022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Accepted: 02/24/2022] [Indexed: 02/01/2023] Open
Abstract
Chagas disease (CD) is recognized by the World Health Organization as one of the thirteen most neglected tropical diseases in the world. Self-perceived health is considered a better predictor of mortality than objective measures of health status, and the context in which one lives influences this predictor. This study aimed to evaluate the prevalence and individual and contextual factors associated with poor self-rated health among CD patients from an endemic region in Brazil. It is a multilevel cross-sectional study. The individual data come from a cross-section of a cohort study named SaMi-Trop. Contextual data was collected from publicly accessible institutional information systems and platforms. The dependent variable was self-perceived health. The analysis was performed using multilevel binary logistic regression. The study included 1,513 patients with CD, where 335 (22.1%) had Poor self-rated health. This study revealed the influence of the organization/offer of the Brazilian public health service and of individual characteristics on the self-perceived health of patients with CD.
Collapse
Affiliation(s)
- Ariela Mota Ferreira
- Programa de Pós-Graduação em Ciências da Saúde, Universidade Estadual de Montes Claros. Av. Prof. Rui Braga s/n, Vila Mauriceia. 39401-089 Montes Claros MG Brasil.
| | - Ester Cerdeira Sabino
- LIM46, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo. São Paulo SP Brasil
| | | | - Cláudia Di Lorenzo Oliveira
- Grupo de Pesquisa em Epidemiologia e Novas Tecnologias em Saúde, Campus CCO, Universidade Federal de São João del-Rei. Divinópolis MG Brasil
| | - Clareci Silva Cardoso
- Grupo de Pesquisa em Epidemiologia e Novas Tecnologias em Saúde, Campus CCO, Universidade Federal de São João del-Rei. Divinópolis MG Brasil
| | | | - Renata Fiúza Damasceno
- Programa de Pós-Graduação em Ciências da Saúde, Universidade Estadual de Montes Claros. Av. Prof. Rui Braga s/n, Vila Mauriceia. 39401-089 Montes Claros MG Brasil.
| | - Sâmara Fernandes Leite
- Programa de Pós-Graduação em Ciências da Saúde, Universidade Estadual de Montes Claros. Av. Prof. Rui Braga s/n, Vila Mauriceia. 39401-089 Montes Claros MG Brasil.
| | - Thallyta Maria Vieira
- Programa de Pós-Graduação em Ciências da Saúde, Universidade Estadual de Montes Claros. Av. Prof. Rui Braga s/n, Vila Mauriceia. 39401-089 Montes Claros MG Brasil.
| | | | - Desirée Sant' Ana Haikal
- Programa de Pós-Graduação em Ciências da Saúde, Universidade Estadual de Montes Claros. Av. Prof. Rui Braga s/n, Vila Mauriceia. 39401-089 Montes Claros MG Brasil.
| |
Collapse
|
8
|
Ferreira AM, Santos LI, Sabino EC, Ribeiro ALP, de Oliveira-da Silva LC, Damasceno RF, D’Angelo MFSV, Nunes MDCP, Haikal DS. Two-year death prediction models among patients with Chagas Disease using machine learning-based methods. PLoS Negl Trop Dis 2022; 16:e0010356. [PMID: 35421085 PMCID: PMC9041770 DOI: 10.1371/journal.pntd.0010356] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 04/26/2022] [Accepted: 03/25/2022] [Indexed: 11/19/2022] Open
Abstract
Chagas disease (CD) is recognized by the World Health Organization as one of the thirteen most neglected tropical diseases. More than 80% of people affected by CD will not have access to diagnosis and continued treatment, which partly supports the high morbidity and mortality rate. Machine Learning (ML) can identify patterns in data that can be used to increase our understanding of a specific problem or make predictions about the future. Thus, the aim of this study was to evaluate different models of ML to predict death in two years of patients with CD. ML models were developed using different techniques and configurations. The techniques used were: Random Forests, Adaptive Boosting, Decision Tree, Support Vector Machine, and Artificial Neural Networks. The adopted settings considered only interview variables, only complementary exam variables, and finally, both mixed. Data from a cohort study with CD patients called SaMi-Trop were analyzed. The predictor variables came from the baseline; and the outcome, which was death, came from the first follow-up. All models were evaluated in terms of Sensitivity, Specificity and G-mean. Among the 1694 individuals with CD considered, 134 (7.9%) died within two years of follow-up. Using only the predictor variables from the interview, the different techniques achieved a maximum G-mean of 0.64 in predicting death. Using only the variables from complementary exams, the G-mean was up to 0.77. In this configuration, the protagonism of NT-proBNP was evident, where it was possible to observe that an ML model using only this single variable reached G-mean of 0.76. The configuration that mixed interview variables and complementary exams achieved G-mean of 0.75. ML can be used as a useful tool with the potential to contribute to the management of patients with CD, by identifying patients with the highest probability of death. Trial Registration: This trial is registered with ClinicalTrials.gov, Trial ID: NCT02646943.
Collapse
Affiliation(s)
- Ariela Mota Ferreira
- Graduate Program in Health Sciences, State University of Montes Claros (Universidade Estadual de Montes Claros), Montes Claros, Minas Gerais, Brazil
| | - Laércio Ives Santos
- Instituto Federal do Norte de Minas Gerais, Montes Claros, Minas Gerais, Brazil
| | - Ester Cerdeira Sabino
- Institute of Tropical medicine, University of São Paulo (Universidade de São Paulo), São Paulo, São Paulo, Brazil
| | - Antonio Luiz Pinho Ribeiro
- Department of Internal Medicine, Federal University of Minas Gerais (Universidade Federal de Minas Gerais), Belo Horizonte, Minas Gerais, Brazil
| | | | - Renata Fiúza Damasceno
- Graduate Program in Health Sciences, State University of Montes Claros (Universidade Estadual de Montes Claros), Montes Claros, Minas Gerais, Brazil
| | | | - Maria do Carmo Pereira Nunes
- Department of Internal Medicine, Federal University of Minas Gerais (Universidade Federal de Minas Gerais), Belo Horizonte, Minas Gerais, Brazil
| | - Desirée Sant´Ana Haikal
- Graduate Program in Health Sciences, State University of Montes Claros (Universidade Estadual de Montes Claros), Montes Claros, Minas Gerais, Brazil
| |
Collapse
|
9
|
Saraiva RM, Mediano MFF, Mendes FSNS, Sperandio da Silva GM, Veloso HH, Sangenis LHC, Silva PSD, Mazzoli-Rocha F, Sousa AS, Holanda MT, Hasslocher-Moreno AM. Chagas heart disease: An overview of diagnosis, manifestations, treatment, and care. World J Cardiol 2021; 13:654-675. [PMID: 35070110 PMCID: PMC8716970 DOI: 10.4330/wjc.v13.i12.654] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 08/11/2021] [Accepted: 11/28/2021] [Indexed: 02/06/2023] Open
Abstract
Chagas heart disease (CHD) affects approximately 30% of patients chronically infected with the protozoa Trypanosoma cruzi. CHD is classified into four stages of increasing severity according to electrocardiographic, echocardiographic, and clinical criteria. CHD presents with a myriad of clinical manifestations, but its main complications are sudden cardiac death, heart failure, and stroke. Importantly, CHD has a higher incidence of sudden cardiac death and stroke than most other cardiopathies, and patients with CHD complicated by heart failure have a higher mortality than patients with heart failure caused by other etiologies. Among patients with CHD, approximately 90% of deaths can be attributed to complications of Chagas disease. Sudden cardiac death is the most common cause of death (55%–60%), followed by heart failure (25%–30%) and stroke (10%–15%). The high morbimortality and the unique characteristics of CHD demand an individualized approach according to the stage of the disease and associated complications the patient presents with. Therefore, the management of CHD is challenging, and in this review, we present the most updated available data to help clinicians and cardiologists in the care of these patients. We describe the clinical manifestations, diagnosis and classification criteria, risk stratification, and approach to the different clinical aspects of CHD using diagnostic tools and pharmacological and non-pharmacological treatments.
Collapse
Affiliation(s)
- Roberto M Saraiva
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Mauro Felippe F Mediano
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Fernanda SNS Mendes
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | | | - Henrique H Veloso
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Luiz Henrique C Sangenis
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Paula Simplício da Silva
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Flavia Mazzoli-Rocha
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Andréa S Sousa
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Marcelo T Holanda
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| | - Alejandro M Hasslocher-Moreno
- Evandro Chagas National Institute of Infectious Diseases, Oswaldo Cruz Foundation, Rio de Janeiro 21040-900, RJ, Brazil
| |
Collapse
|
10
|
Echeverría LE, Gómez-Ochoa SA, Rojas LZ, García-Rueda KA, López-Aldana P, Muka T, Morillo CA. Cardiovascular Biomarkers and Diastolic Dysfunction in Patients With Chronic Chagas Cardiomyopathy. Front Cardiovasc Med 2021; 8:751415. [PMID: 34912860 PMCID: PMC8666535 DOI: 10.3389/fcvm.2021.751415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 10/19/2021] [Indexed: 12/03/2022] Open
Abstract
Background: Chronic Chagas Cardiomyopathy is a unique form of cardiomyopathy, with a significantly higher mortality risk than other heart failure etiologies. Diastolic dysfunction (DD) plays an important role in the prognosis of CCM; however, the value of serum biomarkers in identifying and stratifying DD has been poorly studied in this context. We aimed to analyze the correlation of six biochemical markers with diastolic function echocardiographic markers and DD diagnosis in patients with CCM. Methods: Cross-sectional study of 100 adults with different stages of CCM. Serum concentrations of amino-terminal pro-B type natriuretic peptide (NT-proBNP), galectin-3 (Gal-3), neutrophil gelatinase-associated lipocalin (NGAL), high-sensitivity troponin T (hs-cTnT), soluble (sST2), and cystatin-C (Cys-c) were measured. Tissue Doppler imaging was used to measure echocardiographic parameters indicating DD. Multivariate logistic regression models adjusted by age, sex, BMI, and NYHA classification were used to evaluate the association between the biomarkers and DD. Results: From the total patients included (55% male with a median age of 62 years), 38% had a preserved LVEF, but only 14% had a normal global longitudinal strain. Moreover, 64% had a diagnosis of diastolic dysfunction, with most of the patients showing a restrictive pattern (n = 28). The median levels of all biomarkers (except for sST2) were significantly higher in the group of patients with DD. Higher levels of natural log-transformed NTproBNP (per 1-unit increase, OR = 3.41, p < 0.001), Hs-cTnT (per 1-unit increase, OR = 3.24, p = 0.001), NGAL (per 1-unit increase, OR = 5.24, p =0.003), and Cys-C (per 1-unit increase, OR = 22.26, p = 0.008) were associated with increased odds of having diastolic dysfunction in the multivariate analyses. Finally, NT-proBNP had the highest AUC value (88.54) for discriminating DD presence. Conclusion: Cardiovascular biomarkers represent valuable tools for diastolic dysfunction assessment in the context of CCM. Additional studies focusing mainly on patients with HFpEF are required to validate the performance of these cardiovascular biomarkers in CCM, allowing for an optimal assessment of this unique population.
Collapse
Affiliation(s)
- Luis E Echeverría
- Heart Failure and Heart Transplant Clinic, Fundación Cardiovascular de Colombia, Floridablanca, Colombia
| | | | - Lyda Z Rojas
- Research Group and Development of Nursing Knowledge (GIDCEN-FCV), Research Center, Cardiovascular Foundation of Colombia, Floridablanca, Colombia
| | | | - Pedro López-Aldana
- Heart Failure and Heart Transplant Clinic, Fundación Cardiovascular de Colombia, Floridablanca, Colombia
| | - Taulant Muka
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Carlos A Morillo
- Department of Cardiac Sciences, Libin Cardiovascular Institute of Alberta, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| |
Collapse
|
11
|
de Oliveira Vieira A, Nascentes GAN, de Morais Oliveira AC, Correia D, Cabrine-Santos M. Biomarkers assessment in patients with Chagas disease and systemic arterial hypertension. Parasitol Res 2020; 120:1429-1435. [PMID: 33174073 DOI: 10.1007/s00436-020-06954-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 11/01/2020] [Indexed: 10/23/2022]
Abstract
Chagas disease (ChD) and systemic arterial hypertension (SAH) are two severe comorbidities that lead to mortality and a reduction in people's quality of life, with an impact on public health. The aim of this study was to quantify the biomarkers of cardiac injury in patients with ChD and SAH. Eighty patients were divided into four groups: 20 hypertensive patients, 20 ChD-hypertensive patients, 20 ChD patients, and 20 normotensive volunteers; all of them came from outpatient's public health services. Among the evaluated markers for cardiac lesions (creatine kinase, creatine kinase-MB isoform, myoglobin, high-sensitive cardiac troponin T[hs-cTnT], B-type natriuretic peptide [BNP], and C-reactive protein), hs-cTnT and BNP were the most appropriate. Importantly, our results showed that the cut off point for hs-cTnT could be < 0.007 ng/mL, which could lead to the early detection of myocardial lesions. The BNP and hs-cTnT levels were high only in the ChD and ChD-hypertensive patient groups, suggesting that Chagas' disease may play an important role in the increase of these biomarkers. ChD patients, hypertensive or not, with cardiac or cardiodigestive involvement presented significantly higher values of hs-cTnT (p < 0.001) and BNP (p = 0.001) than ChD patients with indeterminate and digestive forms, which strengthens the validation of these markers for the follow-up of clinical cardiac form of ChD. This study suggests that the BNP and hs-cTnT can be used as possible indirect biomarkers of cardiac damage. In addition, the reference values of these biomarkers in Chagas and hypertensive cardiomyopathies should be better understood with further studies.
Collapse
Affiliation(s)
- Anderson de Oliveira Vieira
- Clinical Pathology Service at the Hospital de Clínicas/Ebserh, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais State, Brazil
| | - Gabriel Antônio Nogueira Nascentes
- Program of Microbiology and Immunology, Federal Institute of Education, Science and Technology of Triângulo Mineiro, Uberaba, Minas Gerais State, Brazil
| | | | - Dalmo Correia
- Infectious Diseases Division, Internal Medicine Department, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais State, Brazil
| | - Marlene Cabrine-Santos
- Internal Medicine Department, Federal University of Triângulo Mineiro, Uberaba, Minas Gerais State, Brazil. .,Universidade Federal do Triângulo Mineiro, Av. Getúlio Guaritá, 130, Abadia, Uberaba, Minas Gerais, 38025-440, Brazil.
| |
Collapse
|
12
|
Ferreira AM, Sabino ÉC, de Oliveira LC, Oliveira CDL, Cardoso CS, Ribeiro ALP, Damasceno RF, Nunes MDCP, Haikal DSA. Impact of the social context on the prognosis of Chagas disease patients: Multilevel analysis of a Brazilian cohort. PLoS Negl Trop Dis 2020; 14:e0008399. [PMID: 32598390 PMCID: PMC7351237 DOI: 10.1371/journal.pntd.0008399] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 07/10/2020] [Accepted: 05/19/2020] [Indexed: 12/15/2022] Open
Abstract
The present study aims to investigate how the social context contributes to the prognosis of Chagas disease (CD). This is a multilevel study that considered individual and contextual data. Individual data came from a Brazilian cohort study that followed 1,637 patients who lived in 21 municipalities to which CD is endemic, over two years. Contextual data were collected from official Brazilian government databases. The dependent variable was the occurrence of cardiovascular events in CD during the two-year follow-up, defined from the grouping of three possible combined events: death, development of atrial fibrillation, or pacemaker implantation. Analysis was performed using multilevel binary logistic regression. Among the individuals evaluated, 205 (12.5%) manifested cardiovascular events in CD during two years of follow-up. Individuals living in municipalities with a larger rural population had protection for these events (OR = 0.5; 95% CI = 0.4-0.7), while those residing in municipalities with fewer physicians per thousand inhabitants (OR = 1.6; 95% CI = 1.2-2.5) and those living in municipalities with lower Primary Health Care (PHC) coverage (OR = 1.4; 95% CI = 1.1-2.1) had higher chances of experiencing cardiovascular events. Among the individual variables, the probability of experiencing cardiovascular events was higher for individuals aged over 60 years (OR = 1.4; 95% CI = 1.01-2.2), with no stable relationship (OR = 1.4; 95% CI = 0.98-2.1), without previous treatment with Benznidazole (OR = 1.5; 95% CI = 0.98-2.9), with functional class limitation (OR = 2.0; 95% CI = 1.4-2.9), with a QRS complex duration longer than 120 ms (OR = 1.5; 95% CI = 1.1-2.3), and in individuals with high NT-proBNP levels (OR = 6.4; 95% CI = 4.3-9.6). CONCLUSION: The present study showed that the occurrence of cardiovascular events in individuals with CD is determined by individual conditions that express the severity of cardiovascular involvement. However, these individual characteristics are not isolated protagonists of this outcome, and the context in which individuals live, are also determining factors for a worse clinical prognosis.
Collapse
Affiliation(s)
- Ariela Mota Ferreira
- Graduate Program in Health Sciences, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| | | | | | - Cláudia Di Lorenzo Oliveira
- Federal University of São João del-Rey, Research Group in Epidemiology and New Technologies in Health–Centro Oeste Campus, Brazil
| | - Clareci Silva Cardoso
- Federal University of São João del-Rey, Research Group in Epidemiology and New Technologies in Health–Centro Oeste Campus, Brazil
| | - Antônio Luiz Pinho Ribeiro
- Department of Internal Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Renata Fiúza Damasceno
- Graduate Program in Health Sciences, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| | | | - Desirée Sant’ Ana Haikal
- Graduate Program in Health Sciences, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| |
Collapse
|
13
|
Di Lorenzo Oliveira C, Nunes MCP, Colosimo EA, de Lima EM, Cardoso CS, Ferreira AM, de Oliveira LC, Moreira CHV, Bierrenbach AL, Haikal DSA, Peixoto SV, Lima-Costa MF, Sabino EC, Ribeiro ALP. Risk Score for Predicting 2-Year Mortality in Patients With Chagas Cardiomyopathy From Endemic Areas: SaMi-Trop Cohort Study. J Am Heart Assoc 2020; 9:e014176. [PMID: 32157953 PMCID: PMC7335521 DOI: 10.1161/jaha.119.014176] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Background Risk stratification of Chagas disease patients in the limited‐resource setting would be helpful in crafting management strategies. We developed a score to predict 2‐year mortality in patients with Chagas cardiomyopathy from remote endemic areas. Methods and Results This study enrolled 1551 patients with Chagas cardiomyopathy from Minas Gerais State, Brazil, from the SaMi‐Trop cohort (The São Paulo‐Minas Gerais Tropical Medicine Research Center). Clinical evaluation, ECG, and NT‐proBNP (N‐terminal pro‐B‐type natriuretic peptide) were performed. A Cox proportional hazards model was used to develop a prediction model based on the key predictors. The end point was all‐cause mortality. The patients were classified into 3 risk categories at baseline (low, <2%; intermediate, ≥2% to 10%; high, ≥10%). External validation was performed by applying the score to an independent population with Chagas disease. After 2 years of follow‐up, 110 patients died, with an overall mortality rate of 3.505 deaths per 100 person‐years. Based on the nomogram, the independent predictors of mortality were assigned points: age (10 points per decade), New York Heart Association functional class higher than I (15 points), heart rate ≥80 beats/min (20 points), QRS duration ≥150 ms (15 points), and abnormal NT‐proBNP adjusted by age (55 points). The observed mortality rates in the low‐, intermediate‐, and high‐risk groups were 0%, 3.6%, and 32.7%, respectively, in the derivation cohort and 3.2%, 8.7%, and 19.1%, respectively, in the validation cohort. The discrimination of the score was good in the development cohort (C statistic: 0.82), and validation cohort (C statistic: 0.71). Conclusions In a large population of patients with Chagas cardiomyopathy, a combination of risk factors accurately predicted early mortality. This helpful simple score could be used in remote areas with limited technological resources.
Collapse
Affiliation(s)
| | - Maria Carmo P Nunes
- Hospital das Clínicas and Faculdade de Medicina Universidade Federal de Minas Gerais Belo Horizonte Brazil
| | - Enrico Antonio Colosimo
- Department of Statistics Instituto de Ciência Exatas Universidade Federal de Minas Gerais Belo Horizonte Brazil
| | - Emilly Malveira de Lima
- Department of Statistics Instituto de Ciência Exatas Universidade Federal de Minas Gerais Belo Horizonte Brazil
| | | | - Ariela Mota Ferreira
- Health Science Program Universidade Estadual de Montes Claros Montes Claros Brazil
| | - Lea Campos de Oliveira
- Laboratório de Investigação Médica (LIM03) Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo São Paulo Brazil
| | - Carlos Henrique Valente Moreira
- Laboratório de Investigação Médica (LIM03) Hospital das Clinicas da Faculdade de Medicina da Universidade de São Paulo São Paulo Brazil
| | | | | | | | | | - Ester Cerdeira Sabino
- Instituto de Medicina Tropical e Departamento de Moléstias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo São Paulo Brazil
| | - Antonio Luiz P Ribeiro
- Hospital das Clínicas and Faculdade de Medicina Universidade Federal de Minas Gerais Belo Horizonte Brazil
| |
Collapse
|
14
|
State-of-the-art in host-derived biomarkers of Chagas disease prognosis and early evaluation of anti-Trypanosoma cruzi treatment response. Biochim Biophys Acta Mol Basis Dis 2020; 1866:165758. [PMID: 32169507 DOI: 10.1016/j.bbadis.2020.165758] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 03/02/2020] [Accepted: 03/03/2020] [Indexed: 12/20/2022]
Abstract
Chagas disease is caused by infection with the parasite Trypanosoma cruzi, which might lead to a chronic disease state and drive to irreversible damage to the heart and/or digestive tract tissues. Endemic in 21 countries in the Americas, it is the neglected disease with a highest burden in the region. Current estimates point at ~6 million people infected, of which ~30% will progress onto the symptomatic tissue disruptive stage. There is no vaccine but there are two anti-parasitic drugs available: benznidazole and nifurtimox. However, their efficacy is variable at the chronic symptomatic stage and both have frequent adverse effects. Since there are no prognosis markers, drugs should be administered to all T. cruzi-infected individuals in the indeterminate and early symptomatic stages. Nowadays, there are no tests-of-cure either, which greatly undermines patients follow-up and the search of safer and more efficacious drugs. Therefore, the identification and validation of biomarkers of disease progression and/or treatment response on which to develop tests of prognosis and/or cure is a major research priority. Both parasite- and host-derived markers have been investigated. In the present manuscript we present an updated outlook of the latter.
Collapse
|
15
|
Cardoso CS, Ribeiro ALP, Oliveira CDL, Oliveira LC, Ferreira AM, Bierrenbach AL, Silva JLP, Colosimo EA, Ferreira JE, Lee TH, Busch MP, Reingold AL, Sabino EC. Beneficial effects of benznidazole in Chagas disease: NIH SaMi-Trop cohort study. PLoS Negl Trop Dis 2018; 12:e0006814. [PMID: 30383777 PMCID: PMC6211620 DOI: 10.1371/journal.pntd.0006814] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 09/03/2018] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The effectiveness of anti-parasite treatment with benznidazole in the chronic Chagas disease (ChD) remains uncertain. We evaluated, using data from the NIH-sponsored SaMi-Trop prospective cohort study, if previous treatment with benznidazole is associated with lower mortality, less advanced cardiac disease and lower parasitemia in patients with chronic ChD. METHODS The study enrolled 1,959 ChD patients and abnormal electrocardiogram (ECG) from in 21 remote towns in Brazil. A total of 1,813 patients were evaluated at baseline and after two years of follow-up. Those who received at least one course of benznidazole were classified as treated group (TrG = 493) and those who were never treated as control group (CG = 1,320). The primary outcome was death after two-year follow-up; the secondary outcomes were presence at the baseline of major ChD-associated ECG abnormalities, NT-ProBNP levels suggestive of heart failure, and PCR positivity. RESULTS Mortality after two years was 6.3%; it was lower in the TrG (2.8%) than the CG (7.6%); adjusted OR: 0.37 (95%CI: 0.21;0.63). The ECG abnormalities typical for ChD and high age-adjusted NT-ProBNP levels suggestive of heart failure were lower in the TrG than the CG, OR: 0.35 [CI: 0.23;0.53]. The TrG had significantly lower rates of PCR positivity, OR: 0.35 [CI: 0.27;0.45]. CONCLUSION Patients previously treated with benznidazole had significantly reduced parasitemia, a lower prevalence of markers of severe cardiomyopathy, and lower mortality after two years of follow-up. If used in the early phases, benznidazole treatment may improve clinical and parasitological outcomes in patients with chronic ChD. TRIAL REGISTRATION ClinicalTrials.gov, Trial registration: NCT02646943.
Collapse
Affiliation(s)
- Clareci Silva Cardoso
- School of Medicine, Federal University of São João del-Rei, Divinópolis, Brazil
- * E-mail:
| | | | | | | | | | | | | | | | | | - Tzong-Hae Lee
- Blood Systems Research Institute and University of California, San Francisco, California, United States of America
| | - Michael P. Busch
- Blood Systems Research Institute and University of California, San Francisco, California, United States of America
| | - Arthur Lawrence Reingold
- Department of Epidemiology, University of California, Berkeley, California, United States of America
| | | |
Collapse
|
16
|
Brito BODF, Pinto-Filho MM, Cardoso CS, Di Lorenzo Oliveira C, Ferreira AM, de Oliveira LC, Gomes P, Nunes MDCP, Sabino EC, Ribeiro ALP. Association between typical electrocardiographic abnormalities and NT-proBNP elevation in a large cohort of patients with Chagas disease from endemic area. J Electrocardiol 2018; 51:1039-1043. [PMID: 30497727 PMCID: PMC7001888 DOI: 10.1016/j.jelectrocard.2018.08.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Revised: 08/16/2018] [Accepted: 08/21/2018] [Indexed: 11/20/2022]
Abstract
Chagas cardiomyopathy is the most harmful complication of Chagas disease. The electrocardiogram is a well-studied exam and has been considered an important tool for detection and evaluation of Chagas cardiomyopathy since the first years of its description. Many of its abnormalities have been described as associated with a worse prognosis. Serum BNP levels were described as inversely related to the left ventricular ejection fraction and as an independent predictor of death. It was not reported how electrocardiographic alterations correlate to NT-proBNP and its analog. The present study aims to describe the baseline electrocardiograms of a large cohort of patients with Chagas disease from endemic area and to establish an association between the number of electrocardiogram alterations and high levels of NT-ProBNP in Chagas disease patients. This study selected 1959 Chagas disease patients in 21 municipalities within a limited region in the northern part of the State of Minas Gerais (Brazil), 1084 of them had Chagas cardiomyopathy. NT-proBNP levels were suggestive of heart failure in 11.7% of this population. One or more electrocardiographic alterations have an Odds Ratio of 9.12 (CI 95% 5.62-14.80) to have NT-proBNP elevation. Considering the association between the number of 1, 2, and 3 or more alterations in electrocardiogram and NT-proBNP elevation, the ORs were 7.11 (CI 95% 4.33-11.67); 16.04 (CI 95% 9.27-27.77) and 47.82 (CI 95% 17.98-127.20), respectively. The presence and the number of typical electrocardiographic alterations of Chagas disease are independently associated with the severity of the cardiomyopathy.
Collapse
Affiliation(s)
- Bruno Oliveira de Figueiredo Brito
- Programa de Pós-graduação Infectologia e Medicina Tropical, Faculdade de Medicina da Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Marcelo Martins Pinto-Filho
- Programa de Pós-graduação Infectologia e Medicina Tropical, Faculdade de Medicina da Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | | | | | | | - Lea Campos de Oliveira
- Department of Infectious Diseases, School of Medicine and Institute of Tropical Medicine, University of São Paulo, São Paulo, Brazil
| | - Paulo Gomes
- Centro de Telessaúde do Hospital das Clínicas da Universidade Federal de Minas Gerais, Brazil
| | - Maria do Carmo Pereira Nunes
- Programa de Pós-graduação Infectologia e Medicina Tropical, Faculdade de Medicina da Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Ester Cerdeira Sabino
- Department of Infectious Diseases, School of Medicine and Institute of Tropical Medicine, University of São Paulo, São Paulo, Brazil
| | - Antonio Luiz Pinho Ribeiro
- Programa de Pós-graduação Infectologia e Medicina Tropical, Faculdade de Medicina da Universidade Federal de Minas Gerais, Minas Gerais, Brazil; Centro de Telessaúde do Hospital das Clínicas da Universidade Federal de Minas Gerais, Brazil.
| |
Collapse
|
17
|
Torres JL, Castro-Costa E, Mambrini JVDM, Peixoto SWV, Diniz BSDO, Oliveira CD, Lima-Costa MF. Depressive symptoms, emotional support and activities of daily living disability onset: 15-year follow-up of the Bambuí (Brazil) Cohort Study of Aging. CAD SAUDE PUBLICA 2018; 34:e00141917. [DOI: 10.1590/0102-311x00141917] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 01/26/2018] [Indexed: 11/22/2022] Open
Abstract
Psychosocial factors appear to be associated with increased risk of disability in later life. However, there is a lack of evidence based on long-term longitudinal data from Western low-middle income countries. We investigated whether psychosocial factors at baseline predict new-onset disability in long term in a population-based cohort of older Brazilians adults. We used 15-year follow-up data from 1,014 participants aged 60 years and older of the Bambuí (Brazil) Cohort Study of Aging. Limitations on activities of daily living (ADL) were measured annually, comprising 9,252 measures. Psychosocial factors included depressive symptoms, social support and social network. Potential covariates included sociodemographic characteristics, lifestyle, cognitive function and a physical health score based on 10 self-reported and objectively measured medical conditions. Statistical analysis was based on competitive-risk framework, having death as the competing risk event. Baseline depressive symptoms and emotional support from the closest person were both associated with future ADL disability, independently of potential covariates wide range. The findings showed a clear graded association, in that the risk gradually increased from low emotional support alone (sub-hazard ratio - SHR = 1.11; 95%CI: 1.01; 1.45) to depressive symptoms alone (SHR = 1.52; 95%CI: 1.13; 2.01) and then to both factors combined (SHR = 1.61; 95%CI: 1.18; 2.18). Marital status and social network size were not associated with incident disability. In a population of older Brazilian adults, lower emotional support and depressive symptoms have independent predictive value for subsequent disability in very long term.
Collapse
|
18
|
Lima-Costa MF, Melo Mambrini JVD, Lima Torres KCD, Peixoto SV, de Oliveira C, Tarazona-Santos E, Teixeira-Carvalho A, Martins-Filho OA. Predictive value of multiple cytokines and chemokines for mortality in an admixed population: 15-year follow-up of the Bambui-Epigen (Brazil) cohort study of aging. Exp Gerontol 2017; 98:47-53. [PMID: 28803133 DOI: 10.1016/j.exger.2017.08.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 06/05/2017] [Accepted: 08/01/2017] [Indexed: 11/20/2022]
Abstract
Inflammation, particularly elevated IL-6 serum levels, has been associated with increased mortality risk, mostly in Caucasians. The influence of genetic ethno-racial background on this association is unknown. We examined associations between baseline serum levels of Interleukin-6 (IL-6) and other cytokines (IL1-2, TNF, IL-10, and IL1β) and chemokines (CCL2, CCL5, CXCL8, CXCL9 and CXCL10) with 15-year mortality in 1,191 admixed Brazilians aged 60years and over. Elevated IL6 level (but not other biomarkers) was associated with increased risk of deaths with fully adjusted hazard ratios of 1.51 (95% CI=1.15, 1.97), 1.54 (95% CI=1.20, 1.96) and 1.79 (95% CI=1.40, 2.29) for the 2nd, 3rd and the highest quartiles, respectively. Genomic African and Native American proportions did not modify the association (p>0.05). The discriminatory ability to predict death of a model based on IL-6 alone was similar as that of a comprehensive morbidity score (C statistics=0.59 and 0.60, respectively). The abilities of IL-6 and the morbidity score models to predict death remained stable for very long term after the baseline measurement. Our results indicate that genome-based African and Native American ancestries have no impact on the prognostic value of IL-6 for mortality.
Collapse
Affiliation(s)
| | | | | | - Sérgio Viana Peixoto
- Rene Rachou Research Institute, Oswaldo Cruz Foundation, Belo Horizonte, Minas Gerais, Brazil; School of Nursing, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Cesar de Oliveira
- Department of Epidemiology & Public Health, University College London, London, UK
| | | | | | - Olindo Assis Martins-Filho
- Rene Rachou Research Institute, Oswaldo Cruz Foundation, Belo Horizonte, Minas Gerais, Brazil; Institute of Biological Sciences, Federal University of Minas Gerais, Minas Gerais, Brazil
| |
Collapse
|
19
|
Beleigoli AM, Diniz MDFH, Boersma E, Silva JL, Lima-Costa MF, Ribeiro AL. The Effects of Weight and Waist Change on the Risk of Long-Term Mortality in Older Adults- The Bambuí (Brazil) Cohort Study of Aging. J Nutr Health Aging 2017; 21:861-866. [PMID: 28972237 DOI: 10.1007/s12603-016-0858-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE We aimed to investigate the risk of long-term mortality associated with weight and waist circumference (WC) change among older adults, particularly the overweight and obese ones. DESIGN Cohort Study. SETTING The Bambuí (Brazil) Cohort Study of Aging. PARTICIPANTS Community-dwelling elderly (n=1138). MEASUREMENTS Weight and WC were reassessed three years after baseline. Mortality risk associated with a 5% weight/WC loss and gain was compared to that of weight/WC stability by Cox models adjusted for clinical, behavioral and social known risk factors for death (age, gender, BMI, smoking, diabetes, total cholesterol, hypertension, Chagas disease, major electrocardiographic changes, physical activity, B-type natriuretic peptide, C-reactive protein, creatinine, education and household income). RESULTS Female sex was predominant (718; 63.1%). Mean age was 68 (6.7) years. Weight stability (696; 61.1%) was more common than weight loss (251; 22.1%) or gain (191; 16.8%). WC remained stable in 422 (37.3%), decreased in 418 (37.0%) and increased in 291 (25.7%) participants. There were 334 (29.3%) deaths over a median follow-up time of 8.0 (6.4-8.0) years from weight/WC reassessment. Weight loss (HR 1.69; 95% CI 1.30-2.21) and gain (HR 1.37; 95% CI 1.01-1.85) were associated with increased mortality, except in those who were physically active in which weight gain was associated with decreased mortality. Results were similar for participants who were overweight/obese or with abdominal obesity at baseline (HR 1.41; 95%CI 1.02-1.97 and HR 2.01; 95%CI 1.29-3.12, for weight loss and gain, respectively). WC change was not significantly associated with mortality. CONCLUSION Although weight loss has been recommended for adults with excessive weight regardless of age, weight change might be detrimental in older adults. Rather than weight loss, clinical interventions should target healthy lifestyle behaviors that contribute to weight stability, particularly physical activity in overweight and obese older adults.
Collapse
Affiliation(s)
- A M Beleigoli
- Alline M Beleigoli, Av. Prof. Alfredo Balena, 190 - sala 246 - Cep:30130-100 / Belo Horizonte - MG - Brazil, Phone: +55 31 3409 9746 Fax: +55 31 32233328, E-mail:
| | | | | | | | | | | |
Collapse
|
20
|
Sherbuk JE, Okamoto EE, Marks MA, Fortuny E, Clark EH, Galdos-Cardenas G, Vasquez-Villar A, Fernandez AB, Crawford TC, Do RQ, Flores-Franco JL, Colanzi R, Gilman RH, Bern C. Biomarkers and mortality in severe Chagas cardiomyopathy. Glob Heart 2016; 10:173-80. [PMID: 26407513 DOI: 10.1016/j.gheart.2015.07.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 05/16/2015] [Accepted: 07/09/2015] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Chagas cardiomyopathy is a chronic sequela of infection by the parasite, Trypanosoma cruzi. Advanced cardiomyopathy is associated with a high mortality rate, and clinical characteristics have been used to predict mortality risk. Though multiple biomarkers have been associated with Chagas cardiomyopathy, it is unknown how these are related to survival. OBJECTIVES This study aimed to identify biomarkers associated with mortality in individuals with severe Chagas cardiomyopathy in an urban Bolivian hospital. METHODS The population included individuals with and without T. cruzi infection recruited in an urban hospital in Santa Cruz, Bolivia. Baseline characteristics, electrocardiogram findings, medications, and serum cardiac biomarker levels (B-type natriuretic peptide [BNP], N-terminal pro-B-type natriuretic peptide [NT-proBNP], creatine kinase-myocardial band [CK-MB], troponin I, matrix metalloproteinase [MMP]-2, MMP-9, tissue inhibitor of metalloproteinases [TIMP] 1 and 2, transforming growth factor [TGF] beta 1 and 2) were ascertained. Echocardiograms were performed on those with cardiac symptoms or electrocardiogram abnormalities at baseline. Participants were contacted approximately 1 year after initial evaluation; deaths were reported by family members. Receiver-operating characteristic curves (ROC) were used to optimize cutoff values for each marker. For markers with area under the curve (AUC) >0.55, Cox proportional hazards models were performed to determine the hazards ratio (HR) and 95% confidence interval (CI) for the association of each marker with mortality. RESULTS The median follow-up time was 14.1 months (interquartile range 12.5, 16.7). Of 254 individuals with complete cardiac data, 220 (87%) had follow-up data. Of 50 patients with severe Chagas cardiomyopathy at baseline, 20 (40%) had died. Higher baseline levels of BNP (HR: 3.1, 95% CI: 1.2 to 8.4), NT-proBNP (HR: 4.4, 95% CI: 1.8 to 11.0), CK-MB (HR: 3.3, 95% CI: 1.3 to 8.0), and MMP-2 (HR: 4.2, 95% CI: 1.5 to 11.8) were significantly associated with subsequent mortality. CONCLUSIONS Severe Chagas cardiomyopathy is associated with high short-term mortality. BNP, NT-proBNP, CK-MB, and MMP-2 have added predictive value for mortality, even in the presence of decreased ejection fraction and other clinical signs of congestive heart failure.
Collapse
Affiliation(s)
| | - Emi E Okamoto
- Hospital of University of Pennsylvania, Philadelphia, PA, USA
| | - Morgan A Marks
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Merck and Co. Inc., West Point, PA, USA
| | - Enzo Fortuny
- Universidad Catolica Boliviana, Santa Cruz, Plurinational State of Bolivia
| | - Eva H Clark
- Baylor College of Medicine, Houston, TX, USA
| | - Gerson Galdos-Cardenas
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Universidad Catolica Boliviana, Santa Cruz, Plurinational State of Bolivia
| | | | | | | | - Rose Q Do
- Veterans Affairs Medical Center and University of Colorado School of Medicine, Denver, CO, USA
| | | | - Rony Colanzi
- Universidad Catolica Boliviana, Santa Cruz, Plurinational State of Bolivia
| | - Robert H Gilman
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Caryn Bern
- University of California San Francisco, San Francisco, CA, USA.
| |
Collapse
|
21
|
Cardoso CS, Sabino EC, Oliveira CDL, de Oliveira LC, Ferreira AM, Cunha-Neto E, Bierrenbach AL, Ferreira JE, Haikal DS, Reingold AL, Ribeiro ALP. Longitudinal study of patients with chronic Chagas cardiomyopathy in Brazil (SaMi-Trop project): a cohort profile. BMJ Open 2016; 6:e011181. [PMID: 27147390 PMCID: PMC4861110 DOI: 10.1136/bmjopen-2016-011181] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
PURPOSE We have established a prospective cohort of 1959 patients with chronic Chagas cardiomyopathy to evaluate if a clinical prediction rule based on ECG, brain natriuretic peptide (BNP) levels, and other biomarkers can be useful in clinical practice. This paper outlines the study and baseline characteristics of the participants. PARTICIPANTS The study is being conducted in 21 municipalities of the northern part of Minas Gerais State in Brazil, and includes a follow-up of 2 years. The baseline evaluation included collection of sociodemographic information, social determinants of health, health-related behaviours, comorbidities, medicines in use, history of previous treatment for Chagas disease, functional class, quality of life, blood sample collection, and ECG. Patients were mostly female, aged 50-74 years, with low family income and educational level, with known Chagas disease for >10 years; 46% presented with functional class >II. Previous use of benznidazole was reported by 25.2% and permanent use of pacemaker by 6.2%. Almost half of the patients presented with high blood cholesterol and hypertension, and one-third of them had diabetes mellitus. N-terminal of the prohormone BNP (NT-ProBNP) level was >300 pg/mL in 30% of the sample. FINDINGS TO DATE Clinical and laboratory markers predictive of severe and progressive Chagas disease were identified as high NT-ProBNP levels, as well as symptoms of advanced heart failure. These results confirm the important residual morbidity of Chagas disease in the remote areas, thus supporting political decisions that should prioritise in addition to epidemiological surveillance the medical treatment of chronic Chagas cardiomyopathy in the coming years. The São Paulo-Minas Gerais Tropical Medicine Research Center (SaMi-Trop) represents a major challenge for focused research in neglected diseases, with knowledge that can be applied in primary healthcare. FUTURE PLANS We will continue following this patients' cohort to provide relevant information about the development and progression of Chagas disease in remotes areas, with social and economic inequalities. TRIAL REGISTRATION NUMBER NCT02646943; Pre-results.
Collapse
Affiliation(s)
- Clareci Silva Cardoso
- Federal University of São João del-Rei, Brazil
- University of California, Berkeley, California, USA
| | - Ester Cerdeira Sabino
- Department of Infectious Diseases, School of Medicine and Institute of Tropical Medicine, University of São Paulo, São Paulo, Brazil
| | | | - Lea Campos de Oliveira
- Laboratory of Medicine Laboratorial (LIM03), General Hospital, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Ariela Mota Ferreira
- Health Science Programme, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| | - Edécio Cunha-Neto
- Laboratory of Immunology, Heart Institute (InCor), School of Medicine, University of São Paulo, São Paulo, Brazil
- Division of Clinical Immunology and Allergy, School of Medicine, University of São Paulo, São Paulo, Brazil
- Institute for Investigation in Immunology, iii-INCT, São Paulo, Brazil
| | - Ana Luiza Bierrenbach
- Department of Infectious Diseases, School of Medicine and Institute of Tropical Medicine, University of São Paulo, São Paulo, Brazil
| | - João Eduardo Ferreira
- Institute of Mathematics and Statistics (IME), University of São Paulo, São Paulo, Brazil
| | - Desirée Sant'Ana Haikal
- Health Science Programme, State University of Montes Claros, Montes Claros, Minas Gerais, Brazil
| | | | - Antonio Luiz P Ribeiro
- Department of Internal Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| |
Collapse
|
22
|
Mechanical Dispersion Assessed by Strain Echocardiography Is Associated with Malignant Arrhythmias in Chagas Cardiomyopathy. J Am Soc Echocardiogr 2016; 29:368-74. [DOI: 10.1016/j.echo.2015.12.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Indexed: 11/23/2022]
|
23
|
Lima-Costa MF, Macinko J, Mambrini JVDM, Cesar CC, Peixoto SV, Magalhães WCS, Horta BL, Barreto M, Castro-Costa E, Firmo JOA, Proietti FA, Leal TP, Rodrigues MR, Pereira A, Tarazona-Santos E. Genomic Ancestry, Self-Rated Health and Its Association with Mortality in an Admixed Population: 10 Year Follow-Up of the Bambui-Epigen (Brazil) Cohort Study of Ageing. PLoS One 2015; 10:e0144456. [PMID: 26680774 PMCID: PMC4683049 DOI: 10.1371/journal.pone.0144456] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 11/18/2015] [Indexed: 02/01/2023] Open
Abstract
Background Self-rated health (SRH) has strong predictive value for mortality in different contexts and cultures, but there is inconsistent evidence on ethnoracial disparities in SRH in Latin America, possibly due to the complexity surrounding ethnoracial self-classification. Materials/Methods We used 370,539 Single Nucleotide Polymorphisms (SNPs) to examine the association between individual genomic proportions of African, European and Native American ancestry, and ethnoracial self-classification, with baseline and 10-year SRH trajectories in 1,311 community dwelling older Brazilians. We also examined whether genomic ancestry and ethnoracial self-classification affect the predictive value of SRH for subsequent mortality. Results European ancestry predominated among participants, followed by African and Native American (median = 84.0%, 9.6% and 5.3%, respectively); the prevalence of Non-White (Mixed and Black) was 39.8%. Persons at higher levels of African and Native American genomic ancestry, and those self-identified as Non-White, were more likely to report poor health than other groups, even after controlling for socioeconomic conditions and an array of self-reported and objective physical health measures. Increased risks for mortality associated with worse SRH trajectories were strong and remarkably similar (hazard ratio ~3) across all genomic ancestry and ethno-racial groups. Conclusions Our results demonstrated for the first time that higher levels of African and Native American genomic ancestry—and the inverse for European ancestry—were strongly correlated with worse SRH in a Latin American admixed population. Both genomic ancestry and ethnoracial self-classification did not modify the strong association between baseline SRH or SRH trajectory, and subsequent mortality.
Collapse
Affiliation(s)
- M. Fernanda Lima-Costa
- Fundação Oswaldo Cruz, Instituto de Pesquisas Rene Rachou, Belo Horizonte, Minas Gerais, Brazil
- * E-mail:
| | - James Macinko
- University of California, Los Angeles, Fielding School of Public Health, Departments of Health Policy and Management and Community Health Sciences, Los Angeles, California, United States
| | | | - Cibele C. Cesar
- Universidade Federal de Minas Gerais, Departamento de Estatística, Belo Horizonte, Minas Gerais, Brazil
| | - Sérgio V. Peixoto
- Fundação Oswaldo Cruz, Instituto de Pesquisas Rene Rachou, Belo Horizonte, Minas Gerais, Brazil
| | - Wagner C. S. Magalhães
- Universidade Federal de Minas Gerais, Departamento de Biologia Geral, Belo Horizonte, Minas Gerais, Brazil
| | - Bernardo L. Horta
- Universidade Federal de Pelotas, Departamento de Medicina Social, Pelotas, Rio Grande do Sul, Brasil
| | - Mauricio Barreto
- Fundação Oswaldo Cruz, Instituto de Pesquisas Gonçalo Muniz, Bahia, Salvador, Brasil
| | - Erico Castro-Costa
- Fundação Oswaldo Cruz, Instituto de Pesquisas Rene Rachou, Belo Horizonte, Minas Gerais, Brazil
| | - Josélia O. A. Firmo
- Fundação Oswaldo Cruz, Instituto de Pesquisas Rene Rachou, Belo Horizonte, Minas Gerais, Brazil
| | - Fernando A. Proietti
- Fundação Oswaldo Cruz, Instituto de Pesquisas Rene Rachou, Belo Horizonte, Minas Gerais, Brazil
| | - Thiago Peixoto Leal
- Universidade Federal de Minas Gerais, Departamento de Biologia Geral, Belo Horizonte, Minas Gerais, Brazil
| | - Maira R. Rodrigues
- Universidade Federal de Minas Gerais, Departamento de Biologia Geral, Belo Horizonte, Minas Gerais, Brazil
| | | | - Eduardo Tarazona-Santos
- Universidade Federal de Minas Gerais, Departamento de Biologia Geral, Belo Horizonte, Minas Gerais, Brazil
| |
Collapse
|
24
|
Inflammatory and cardiac biomarkers are differentially expressed in clinical stages of Chagas disease. Int J Cardiol 2015; 199:451-9. [PMID: 26277551 DOI: 10.1016/j.ijcard.2015.07.040] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Revised: 05/29/2015] [Accepted: 07/07/2015] [Indexed: 01/25/2023]
Abstract
BACKGROUND Chagas disease has a long clinically silent period following Trypanosoma cruzi infection and before development of overt clinical pathology; detectable biomarkers of infection and pathogenesis are urgently needed. We tested 22 biomarkers known to be associated with cardiomyopathy to evaluate if a biomarker signature could successfully classify T. cruzi seropositive subjects into clinical Chagas disease stage groups. METHODS This cross-sectional retrospective case-control study enrolled T. cruzi seropositive blood donors (BD) who were further characterized as having chronic Chagas cardiomyopathy (CC-BD) or not (nonCC-BD) and seronegative (SN) control donors; we also included clinically diagnosed Chagas cardiomyopathy patients (CC-P). All subjects underwent a health history questionnaire, medical examination, electro- and echocardiograms (ECG and Echo) and phlebotomy. Biomarkers were measured on blinded samples by luminex bead array and Ortho VITROS. RESULTS A clear biomarker pattern was observed only in more severe cardiac disease; this pattern included significantly elevated levels of inflammatory cytokines IFN-γ, IL-6, IL-10 and TNF-α and soluble cardiovascular disease biomarkers CK-MB, troponin, myoglobin, VCAM and NTproBNP while there were lower levels of MPO, PAI-1, and MCP-1. The markers determined to be the most predictive of disease by ROC curve analysis were NTproBNP and T. cruzi PCR status. CONCLUSIONS Although many biomarkers demonstrated increased or decreased concentrations among the clinical forms of Chagas disease, NTproBNP and T. cruzi PCR were the only tests that would independently be of clinical value for disease staging, in concert with ECG, Echo and clinical assessments.
Collapse
|
25
|
Effect of pacemaker site on B-type natriuretic peptide levels and left ventricular function in a population with high prevalence of Chagas disease. Int J Cardiol 2015; 190:315-8. [DOI: 10.1016/j.ijcard.2015.04.127] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Revised: 04/14/2015] [Accepted: 04/15/2015] [Indexed: 11/23/2022]
|
26
|
Pinazo MJ, Thomas MC, Bustamante J, Almeida ICD, Lopez MC, Gascon J. Biomarkers of therapeutic responses in chronic Chagas disease: state of the art and future perspectives. Mem Inst Oswaldo Cruz 2015; 110:422-32. [PMID: 25946151 PMCID: PMC4489480 DOI: 10.1590/0074-02760140435] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 02/25/2015] [Indexed: 01/10/2023] Open
Abstract
The definition of a biomarker provided by the World Health Organization is any
substance, structure, or process that can be measured in the body, or its products
and influence, or predict the incidence or outcome of disease. Currently, the lack of
prognosis and progression markers for chronic Chagas disease has posed limitations
for testing new drugs to treat this neglected disease. Several molecules and
techniques to detect biomarkers in Trypanosoma cruzi-infected
patients have been proposed to assess whether specific treatment with benznidazole or
nifurtimox is effective. Isolated proteins or protein groups from different
T. cruzi stages and parasite-derived glycoproteins and synthetic
neoglycoconjugates have been demonstrated to be useful for this purpose, as have
nucleic acid amplification techniques. The amplification of T. cruzi
DNA using the real-time polymerase chain reaction method is the leading test
for assessing responses to treatment in a short period of time. Biochemical
biomarkers have been tested early after specific treatment. Cytokines and surface
markers represent promising molecules for the characterisation of host cellular
responses, but need to be further assessed.
Collapse
Affiliation(s)
- Maria-Jesus Pinazo
- Barcelona Institute for Global Health, Barcelona Centre for International Health Research, Barcelona, Spain
| | - Maria-Carmen Thomas
- Institute of Parasitology and Biomedicine López Neyra, National Research Council Institute, Granada, Spain
| | - Juan Bustamante
- Barcelona Institute for Global Health, Barcelona Centre for International Health Research, Barcelona, Spain
| | - Igor Correia de Almeida
- Department of Biological Sciences, Border Biomedical Research Center, University of Texas at El Paso, El Paso, TX, USA
| | - Manuel-Carlos Lopez
- Institute of Parasitology and Biomedicine López Neyra, National Research Council Institute, Granada, Spain
| | - Joaquim Gascon
- Barcelona Institute for Global Health, Barcelona Centre for International Health Research, Barcelona, Spain
| |
Collapse
|
27
|
Ramalho JRO, Mambrini JVM, César CC, de Oliveira CM, Firmo JOA, Lima-Costa MF, Peixoto SV. Physical activity and all-cause mortality among older Brazilian adults: 11-year follow-up of the Bambuí Health and Aging Study. Clin Interv Aging 2015; 10:751-8. [PMID: 25931817 PMCID: PMC4404991 DOI: 10.2147/cia.s74569] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Objective To investigate the association between physical activity (eg, energy expenditure) and survival over 11 years of follow-up in a large representative community sample of older Brazilian adults with a low level of education. Furthermore, we assessed sex as a potential effect modifier of this association. Materials and methods A population-based prospective cohort study was conducted on all the ≥60-year-old residents in Bambuí city (Brazil). A total of 1,606 subjects (92.2% of the population) enrolled, and 1,378 (85.8%) were included in this study. Type, frequency, and duration of physical activity were assessed in the baseline survey questionnaire, and the metabolic equivalent task tertiles were estimated. The follow-up time was 11 years (1997–2007), and the end point was mortality. Deaths were reported by next of kin during the annual follow-up interview and ascertained through the Brazilian System of Information on Mortality, Brazilian Ministry of Health. Hazard ratios (95% confidence intervals [CIs]) were estimated by Cox proportional-hazard models, and potential confounders were considered. Results A statistically significant interaction (P<0.03) was found between sex and energy expenditure. Among older men, increases in levels of physical activity were associated with reduced mortality risk. The hazard ratios were 0.59 (95% CI 0.43–0.81) and 0.47 (95% CI 0.34–0.66) for the second and third tertiles, respectively. Among older women, there was no significant association between physical activity and mortality. Conclusion It was possible to observe the effect of physical activity in reducing mortality risk, and there was a significant interaction between sex and energy expenditure, which should be considered in the analysis of this association in different populations.
Collapse
Affiliation(s)
- Juciany R O Ramalho
- Rene Rachou Research Center, Oswaldo Cruz Foundation, Belo Horizonte, Brazil
| | | | - Cibele C César
- Rene Rachou Research Center, Oswaldo Cruz Foundation, Belo Horizonte, Brazil ; Department of Statistics, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - César M de Oliveira
- Research Department of Epidemiology and Public Health, University College London, London, UK
| | - Josélia O A Firmo
- Rene Rachou Research Center, Oswaldo Cruz Foundation, Belo Horizonte, Brazil
| | | | - Sérgio V Peixoto
- Rene Rachou Research Center, Oswaldo Cruz Foundation, Belo Horizonte, Brazil ; Nursing School, Federal University of Minas Gerais, Belo Horizonte, Brazil
| |
Collapse
|
28
|
Pinazo MJ, Thomas MC, Bua J, Perrone A, Schijman AG, Viotti RJ, Ramsey JM, Ribeiro I, Sosa-Estani S, López MC, Gascon J. Biological markers for evaluating therapeutic efficacy in Chagas disease, a systematic review. Expert Rev Anti Infect Ther 2015; 12:479-96. [PMID: 24621252 DOI: 10.1586/14787210.2014.899150] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The most neglected aspects of Chagas disease (CD) have been patient care and treatment. Despite recent progress in the development of potentially improved drugs, there is no consensus among different research groups on the lack of therapeutic response markers to evaluate efficacy of newly proposed drugs early after treatment. A systematic review of current evidence regarding molecules which are potential biomarkers for therapeutic response has been conducted using quality assessment and target responses as primary criteria. The review provides a panorama of the cumulative evidence and specific needs for development of a battery of complementary biomarkers which together fulfill ideal or acceptable criteria to evaluate early responses to treatment for chronic CD. There are several marker candidates which together may fulfill acceptable criteria to indicate the efficacy of a trypanocidal treatment. Data from ongoing studies are considered essential to improve assessment of existing markers and to identify those for early follow-up of treated patients.
Collapse
Affiliation(s)
- Maria-Jesús Pinazo
- Barcelona Centre for International Health Research (CRESIB, Hospital Clínic-Universitat de Barcelona), 132 Rosello st 4°,08036, Barcelona, Spain
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
29
|
Cardiopathogenic mediators generated by GATA4 signaling upon co-activation with endothelin-1 and Trypanosoma cruzi infection. Microb Pathog 2014; 73:47-52. [DOI: 10.1016/j.micpath.2014.06.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 05/26/2014] [Accepted: 06/03/2014] [Indexed: 01/17/2023]
|
30
|
Ribeiro ALP, Marcolino MS, Prineas RJ, Lima-Costa MF. Electrocardiographic abnormalities in elderly Chagas disease patients: 10-year follow-up of the Bambui Cohort Study of Aging. J Am Heart Assoc 2014; 3:e000632. [PMID: 24510116 PMCID: PMC3959704 DOI: 10.1161/jaha.113.000632] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Electrocardiography has been considered an important tool in the management of Chagas disease (ChD) patients, although its value in elderly infected patients is unknown. This study was designed to investigate the prevalence and prognostic value of electrocardiographic abnormalities in Trypanosoma cruzi infected and noninfected older adults. Methods and Results We studied 1462 participants in Bambuí City, Brazil, with electrocardiogram (ECG) records classified by the Minnesota Code. Follow‐up time was 10 years; the endpoint was mortality. Adjustment for potential confounding variables included age, gender, conventional risk factors, and B‐type natriuretic peptide (BNP). The mean age was 69 years (60.9% women). The prevalence of ChD was 38.1% (n=557). ECG abnormalities were more frequent in ChD patients (87.6% versus 77.7%, P<0.001). Right bundle branch block (RBBB) with left anterior hemiblock (LAH) was strongly related to ChD (OR: 11.99 [5.60 to 25.69]). During the mean follow‐up time of 8.7 years, 556 participants died (253 with ChD), and only 89 were lost to follow‐up. ECG variables of independent prognostic value for death in ChD included absence of sinus rhythm, frequent ventricular and supraventricular premature beats, atrial fibrillation, RBBB, old and possible old myocardial infarction, and left ventricular hypertrophy. The presence of any major ECG abnormalities doubled the risk of death in ChD patients (HR: 2.18 [1.35 to 3.53]), but it also increased the risk in non‐ChD subjects (HR: 1.50 [1.07 to 2.10]); the risk of death increased with the number of major abnormalities in the same patient. Conclusion ECG abnormalities are more common among elderly Chagas disease patients and strongly predict adverse outcomes.
Collapse
Affiliation(s)
- Antonio Luiz P Ribeiro
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Brazil
| | | | | | | |
Collapse
|
31
|
Requena-Méndez A, López MC, Angheben A, Izquierdo L, Ribeiro I, Pinazo MJ, Gascon J, Muñoz J. Evaluating Chagas disease progression and cure through blood-derived biomarkers: a systematic review. Expert Rev Anti Infect Ther 2014; 11:957-76. [DOI: 10.1586/14787210.2013.824718] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
|
32
|
Nunes MCP, Carmo AALD, Rocha MOC, Ribeiro AL. Mortality prediction in Chagas heart disease. Expert Rev Cardiovasc Ther 2014; 10:1173-84. [DOI: 10.1586/erc.12.111] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
33
|
Beleigoli AM, Boersma E, Diniz MDFH, Vidigal PG, Lima-Costa MF, Ribeiro AL. C-reactive protein and B-type natriuretic peptide yield either a non-significant or a modest incremental value to traditional risk factors in predicting long-term overall mortality in older adults. PLoS One 2013; 8:e75809. [PMID: 24244755 PMCID: PMC3815403 DOI: 10.1371/journal.pone.0075809] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2013] [Accepted: 08/21/2013] [Indexed: 11/24/2022] Open
Abstract
Background New biomarkers may aid in preventive and end-of-life decisions in older adults if they enhance the prognostic ability of traditional risk factors. We investigated whether C-reactive protein (CRP) and/or B-type natriuretic peptide (BNP) improve the ability to predict overall mortality among the elderly of the Bambuí, Brazil Study of Aging when added to traditional risk factors. Methods From 1997 to 2007, 1,470 community-dwelling individuals (≥60 years) were followed-up. Death was ascertained by continuous verification of death certificates. We calculated hazard ratios per 1 standard deviation change (HR) of death for traditional risk factors only (old model), and traditional risk factors plus CRP and/or BNP (new models) and assessed calibration of the models. Subsequently, we compared c-statistic of each of the new models to the old one, and calculated integrated discriminative improvement (IDI) and net reclassification improvement (NRI). Results 544 (37.0%) participants died in a mean follow-up time of 9.0 years. CRP (HR 1.28, 95% CI 1.17-1.40), BNP (HR 1.31 95% CI 1.19-1.45), and CRP plus BNP (HR 1.26, 95% CI 1.15-1.38, and HR 1.29, 95% CI 1.16-1.42, respectively) were independent determinants of mortality. All models were well-calibrated. Discrimination was similar among the old (c-statistic 0.78 [0.78-0.81]) and new models (p=0.43 for CRP; p=0.57 for BNP; and p=0.31 for CRP plus BNP). Compared to the old model, CRP, BNP, and CRP plus BNP models led to an IDI of 0.009 (p<0.001), -0.005 (p<0.001) and -0.003 (p=0.84), and a NRI of 0.04 (p=0.24), 0.07 (p=0.08) and 0.06 (p=0.10), respectively. Conclusions Despite being independent predictors of long-term risk of death, compared to traditional risk factors CRP and/or BNP led to either a modest or non-significant improvement in the ability of predicting all-cause mortality in older adults.
Collapse
Affiliation(s)
- Alline M. Beleigoli
- Department of Internal Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Post-Graduation Department, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Eric Boersma
- Department of Cardiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Maria de Fátima H. Diniz
- Department of Internal Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Post-Graduation Department, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Pedro G. Vidigal
- Department of Diagnostic Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Maria Fernanda Lima-Costa
- Department of Internal Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Centro de Pesquisas René Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Brazil
| | - Antonio L. Ribeiro
- Department of Internal Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Post-Graduation Department, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- * E-mail:
| |
Collapse
|
34
|
Haberland A, Munoz Saravia SG, Wallukat G, Ziebig R, Schimke I. Chronic Chagas disease: from basics to laboratory medicine. Clin Chem Lab Med 2013; 51:271-94. [DOI: 10.1515/cclm-2012-0316] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2012] [Accepted: 08/15/2012] [Indexed: 12/27/2022]
|
35
|
Beleigoli AM, Boersma E, Diniz MDFH, Lima-Costa MF, Ribeiro AL. Overweight and class I obesity are associated with lower 10-year risk of mortality in Brazilian older adults: the Bambuí Cohort Study of Ageing. PLoS One 2012; 7:e52111. [PMID: 23251690 PMCID: PMC3522641 DOI: 10.1371/journal.pone.0052111] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2012] [Accepted: 11/14/2012] [Indexed: 01/16/2023] Open
Abstract
Background Prospective studies mostly with European and North-American populations have shown inconsistent results regarding the association of overweight/obesity and mortality in older adults. Our aim was to investigate the relationship between overweight/ obesity and mortality in an elderly Brazilian population. Methods and Findings Participants were 1,450 (90.2% from total) individuals aged 60 years and over from the community-based Bambuí (Brazil) Cohort Study of Ageing. From 1997 to 2007, 521 participants died and 89 were lost, leading to 12,905 person-years of observation. Body mass index (BMI) and waist circumference (WC) were assessed at baseline and at the 3rd and 5th years of follow-up. Multiple imputation was performed to deal with missing values. Hazard ratios (HR) of mortality for BMI or WC alone (continuous and categorical), and BMI and WC together (continuous) were estimated by extended Cox regression models, which were fitted for clinical, socioeconomic and behavioral confounders. Adjusted absolute rates of death at 10-year follow-up were estimated for the participants with complete data at baseline. Continuous BMI (HR 0.85; 95% CI 0.80–0.90) was inversely related to mortality, even after exclusion of smokers (HR 0.85; 0.80–0.90), and participants who had weight variation and died within the first 5 years of follow-up (HR 0.83; CI 95% 0.73–0.94). Overweight (BMI 25–30 kg/m2) was inversely (HR 0.76; 95%CI 0.61–0.93) and obesity (BMI ≥30 kg/m2; HR 0.85; 95% CI 0.64–1.14) not significantly associated with mortality. Subjects with BMI between 25–35 kg/m2 (23.8–25.9%) had the lowest absolute rates of death at 10-years follow-up. The association between WC and death was not significant, except after adjusting WC for BMI levels, when the relationship turned into marginally positive (HR 1.01; CI 95% 1.00–1.02). Conclusions The usual BMI and WC cut-off points should not be used to guide public health and clinical weight control interventions in elderly in Brazil.
Collapse
Affiliation(s)
- Alline M Beleigoli
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
| | | | | | | | | |
Collapse
|
36
|
Abstract
Chagas cardiomyopathy is the most severe and life-threatening manifestation of human Chagas disease--a 'neglected' tropical disease caused by the protozoan parasite Trypanosoma cruzi. The disease is endemic in all continental Latin American countries, but has become a worldwide problem because of migration of infected individuals to developed countries, mainly in Europe and North America. Chagas cardiomyopathy results from the combined effects of persistent parasitism, parasite-driven tissue inflammation, microvascular and neurogenic dysfunction, and autoimmune responses triggered by the infection. Clinical presentation varies widely according to the extent of myocardial damage, and manifests mainly as three basic syndromes that can coexist in an individual patient: heart failure, cardiac arrhythmia, and thromboembolism. NYHA functional class, left ventricular systolic function, and nonsustained ventricular tachycardia are important prognostic markers of the risk of death. Management of Chagas cardiomyopathy focuses on the treatment of the three main syndromes. The use of β-blockers in patients with Chagas disease and heart failure is safe, well tolerated, and should be encouraged. Most specialists and international institutions now recommend specific antitrypanosomal treatment of patients with chronic Chagas disease, even in the absence of evidence obtained from randomized clinical trials. Further research on the management of patients with Chagas cardiomyopathy is necessary.
Collapse
|
37
|
Machado FS, Jelicks LA, Kirchhoff LV, Shirani J, Nagajyothi F, Mukherjee S, Nelson R, Coyle CM, Spray DC, Campos de Carvalho AC, Guan F, Prado CM, Lisanti MP, Weiss LM, Montgomery SP, Tanowitz HB. Chagas heart disease: report on recent developments. Cardiol Rev 2012; 20:53-65. [PMID: 22293860 PMCID: PMC3275684 DOI: 10.1097/crd.0b013e31823efde2] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Chagas disease, caused by the parasite Trypanosoma cruzi, is an important cause of cardiac disease in endemic areas of Latin America. It is now being diagnosed in nonendemic areas because of immigration. Typical cardiac manifestations of Chagas disease include dilated cardiomyopathy, congestive heart failure, arrhythmias, cardioembolism, and stroke. Clinical and laboratory-based research to define the pathology resulting from T. cruzi infection has shed light on many of the cellular and molecular mechanisms leading to these manifestations. Antiparasitic treatment may not be appropriate for patients with advanced cardiac disease. Clinical management of Chagas heart disease is similar to that used for cardiomyopathies caused by other processes. Cardiac transplantation has been successfully performed in a small number of patients with Chagas heart disease.
Collapse
Affiliation(s)
- Fabiana S. Machado
- Departments of Biochemistry and Immunology, Institute of Biological Sciences, and Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Linda A. Jelicks
- Gruss Magnetic Resonance Research Center and Department of Physiology and Biophysics, Albert Einstein College of Medicine, Bronx, NY
| | - Louis V. Kirchhoff
- Departments of Internal Medicine and Epidemiology, University of Iowa, Iowa City, IA
- Department of Veterans Affairs Medical Center, Iowa City, IA
| | - Jamshid Shirani
- Department of Cardiology St Luke’s Hospital and Health Network, Bethlehem, PA
| | - Fnu Nagajyothi
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY
| | - Shankar Mukherjee
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY
| | - Randin Nelson
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY
| | - Christina M. Coyle
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Department of Parasitology, Jacobi Medical Center, Bronx, NY
| | - David C. Spray
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY
| | - Antonio C. Campos de Carvalho
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY
- National Cardiology Institute, Rio de Janeiro, Brazil
- Institute of Biophysics, Federal University of Rio de Janeiro, Brazil
| | - Fangxia Guan
- Bioengineering Department of Zhengzhou University, Zhengzhou, People’s Republic of China
| | - Cibele M. Prado
- Department of Pathology, University of São Paulo, Ribeirão Preto, Brazil
| | - Michael P. Lisanti
- Kimmel Cancer Center, Departments of Cancer Biology and Stem Cell Biology and Regenerative Medicine, Thomas Jefferson University, Philadelphia, PA
| | - Louis M. Weiss
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Department of Parasitology, Jacobi Medical Center, Bronx, NY
- Global Health Center, Albert Einstein College of Medicine, Bronx, NY
| | - Susan P. Montgomery
- Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, GA
| | - Herbert B. Tanowitz
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Department of Parasitology, Jacobi Medical Center, Bronx, NY
- Global Health Center, Albert Einstein College of Medicine, Bronx, NY
| |
Collapse
|
38
|
Lima-Costa MF, Cesar CC, Chor D, Proietti FA. Self-rated health compared with objectively measured health status as a tool for mortality risk screening in older adults: 10-year follow-up of the Bambuí Cohort Study of Aging. Am J Epidemiol 2012; 175:228-35. [PMID: 22193172 DOI: 10.1093/aje/kwr290] [Citation(s) in RCA: 89] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Interest in self-rated health (SRH) as a tool for use in disease and mortality risk screening is increasing. The authors assessed the discriminatory ability of baseline SRH to predict 10-year mortality rates compared with objectively measured health status. Principal component analysis was used to create a health score that included systolic blood pressure, presence of diabetes mellitus, body mass index, electrocardiographic parameters, B-type natriuretic peptide, and other biochemical and hematologic measures. From 1997 to 2007, a total of 474 of the 1,388 baseline participants died and 81 were lost to follow-up, yielding 11,833 person-years of observation. The adjusted hazard ratio for death was 1.74 (95% confidence interval (CI): 1.32, 2.29) for persons reporting poor health versus those reporting good health. When combined with age and sex, SRH had a C statistic to predict death equal to 0.69 (95% CI: 0.67, 0.71), which was comparable to that of the inclusive health score (C = 0.69, 95% CI: 0.67, 0.72). The addition of other parameters, such as lifestyle, physical functioning, mental symptoms, and physical symptoms, had little effect on these 2 predictive models (C = 0.71 (95% CI: 0.69, 0.73) and C = 0.71 (95% CI: 0.69, 0.74), respectively). The abilities of the SRH and the health score models to predict death decreased in parallel fashion over time. These results suggest that older adults who report poor health warrant particular attention as persons who have accumulated biologic markers of disease.
Collapse
|
39
|
Quijano-Hernandez I, Dumonteil E. Advances and challenges towards a vaccine against Chagas disease. HUMAN VACCINES 2011; 7:1184-91. [PMID: 22048121 DOI: 10.4161/hv.7.11.17016] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Chagas disease is major public health problem, affecting nearly 10 million people, characterized by cardiac alterations leading to congestive heart failure and death of 20-40% of the patients infected with Trypanosoma cruzi, the protozoan parasite responsible for the disease. A vaccine would be key to improve disease control and we review here the recent advances and challenges of a T. cruzi vaccine. There is a growing consensus that a protective immune response requires the activation of a Th1 immune profile, with the stimulation of CD8 (+) T cells. Several vacines types, including recombinant proteins, DNA and viral vectors, as well as heterologous prime-boost combinations, have been found immunogenic and protective in mouse models, providing proof-of-concept data on the feasibility of a preventive or therapeutic vaccine to control a T. cruzi infection. However, several challenges such as better end-points, safety issues and trial design need to be addressed for further vaccine development to proceed.
Collapse
Affiliation(s)
- Israel Quijano-Hernandez
- Laboratorio de Parasitología, Centro de Investigaciones Regionales 'Dr. Hideyo Noguchi', Universidad Autónoma de Yucatán, Merida, Mexico
| | | |
Collapse
|
40
|
Regueiro A, García-Álvarez A, Sitges M, Ortiz-Pérez JT, De Caralt MT, Pinazo MJ, Posada E, Heras M, Gascón J, Sanz G. Myocardial involvement in Chagas disease: insights from cardiac magnetic resonance. Int J Cardiol 2011; 165:107-12. [PMID: 21907431 DOI: 10.1016/j.ijcard.2011.07.089] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2011] [Revised: 07/19/2011] [Accepted: 07/27/2011] [Indexed: 10/17/2022]
Abstract
BACKGROUND Chagas' disease is becoming a public health problem in Europe because of migratory movements. Cardiac magnetic resonance (CMR) has emerged as a non-invasive tool to assess cardiac tissue characteristics. There is scarce data available on CMR in patients with Chagas' disease. OBJECTIVE To describe CMR findings in patients with Chagas' disease living in a non-endemic area focusing on differentiation from other cardiomyopathies and relation with clinical status. METHODS AND RESULTS Sixty-seven Chagas' disease patients divided into 3 groups-group 1 (indeterminate form: positive serology without ECG or 2D-echocardiographic abnormalities; N = 27), group 2 (ECG abnormalities of Chagas' disease but normal 2D-echocardiography; N = 19), and group 3 (regional wall motion abnormalities, LV end-diastolic diameter >55 mm or LV ejection fraction <50% on echocardiography; N = 21)--were studied. The presence of wall motion abnormalities and delayed enhancement (DE) by CMR was more frequent in the inferolateral and apical segments. DE distribution in the myocardial wall was heterogeneous (subendocardial 26.8%, midwall 14.0%, subepicardial 22.6%, and transmural 36.0% of total segments with DE) and related to larger cardiac chambers and worse systolic function. CONCLUSION Pattern of DE in Chagas' disease may mimic that of both ischemic and nonischemic cardiomyopathies, with especial predilection for the apical and inferolateral segments of the left ventricle. These findings support that myocardial involvement in chronic Chagas' cardiomyopathy (CCC) may be due to both microvascular disturbances and chronic myocarditis and may favor CCC in the differential diagnosis of patients with compatible epidemiological history and heart failure of uncertain etiology.
Collapse
Affiliation(s)
- Ander Regueiro
- Thorax Institute, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi I Sunyer, University of Barcelona, Barcelona, Spain
| | | | | | | | | | | | | | | | | | | |
Collapse
|
41
|
Beleigoli AM, Lima-Costa MF, Diniz MDFH, Ribeiro AL. B-type natriuretic peptide and anthropometric measures in a Brazilian elderly population with a high prevalence of Trypanosoma cruzi infection. Peptides 2011; 32:1787-92. [PMID: 21884743 DOI: 10.1016/j.peptides.2011.08.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2011] [Revised: 08/12/2011] [Accepted: 08/12/2011] [Indexed: 11/30/2022]
Abstract
B-type natriuretic peptide (BNP) is a diagnostic and prognostic tool in heart failure and also in Chagas disease, which is caused by the protozoan Trypanosoma cruzi and has cardiomyopathy as a main feature. BNP lipolytic actions and T. cruzi infection in the adipose tissue have been recently described. We aim to investigate the relationship between BNP and anthropometric measures and whether it is influenced by T. cruzi infection. We measured BNP, body mass index (BMI), waist circumference (WC), triceps skin-fold thickness (TSF) and performed serological, biochemical and electrocardiographic exams in 1398 subjects (37.5% infected with T. cruzi) in a community-dwelling elderly population in Bambui city, Brazil. Linear multivariate regression analysis was performed to investigate determinants of BNP levels. BNP levels were significantly (p<0.05) higher in T. cruzi-infected subjects than in the non-infected group (median=121 and 64pg/mL, respectively). BMI, WC and TSF in infected subjects were significantly lower than those in non-infected subjects (24.3 vs. 25.5kg/m2; 89.2 vs. 92.4cm; and 14.5 vs. 16.0mm, respectively). There was an inverse relationship between BNP levels and BMI (b=-0.018), WC (b=-0.005) and TSF (b=-0.193) levels. Infected and non-infected groups showed similar inverse relationships between BNP and BMI (b=-0.021 and b=-0.015, respectively). In conclusion, there was an inverse relationship between BNP levels and the anthropometric measures. Despite the actions in the adipose tissue, T. cruzi infection did not modify the associations between BNP and BMI, suggesting that body mass does not modify the accuracy of BNP in Chagas disease.
Collapse
Affiliation(s)
- Alline Maria Beleigoli
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Av. Alfredo Balena, 190, Belo Horizonte, CEP 30130-100, Brazil.
| | | | | | | |
Collapse
|
42
|
Fernandes F, Barbosa-Ferreira JM, Mady C. New diagnostic serum biomarkers for Chagas disease. ACTA ACUST UNITED AC 2011; 5:203-11. [DOI: 10.1517/17530059.2011.566859] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
|
43
|
Lima-Costa MF, Matos DL, Ribeiro ALP. Chagas Disease Predicts 10-Year Stroke Mortality in Community-Dwelling Elderly. Stroke 2010; 41:2477-82. [DOI: 10.1161/strokeaha.110.588061] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Maria Fernanda Lima-Costa
- From the Centro de Pesquisas Rene Rachou (M.F.L.-C.), Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brasil, and Faculdade de Medicina, Universidade Federal de Minas Grais, Belo Horizonte, Minas Gerais, Brasil; Centro de Pesquisas Rene Rachou (D.L.M.), Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brasil, and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brasil; and Faculdade de Medicina (A.L.P.R.), Universidade Federal de Minas Grais,
| | - Divane L. Matos
- From the Centro de Pesquisas Rene Rachou (M.F.L.-C.), Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brasil, and Faculdade de Medicina, Universidade Federal de Minas Grais, Belo Horizonte, Minas Gerais, Brasil; Centro de Pesquisas Rene Rachou (D.L.M.), Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brasil, and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brasil; and Faculdade de Medicina (A.L.P.R.), Universidade Federal de Minas Grais,
| | - Antônio Luiz P. Ribeiro
- From the Centro de Pesquisas Rene Rachou (M.F.L.-C.), Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brasil, and Faculdade de Medicina, Universidade Federal de Minas Grais, Belo Horizonte, Minas Gerais, Brasil; Centro de Pesquisas Rene Rachou (D.L.M.), Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brasil, and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brasil; and Faculdade de Medicina (A.L.P.R.), Universidade Federal de Minas Grais,
| |
Collapse
|
44
|
Lima-Costa MF, Firmo JOA, Uchoa E. Cohort profile: the Bambui (Brazil) Cohort Study of Ageing. Int J Epidemiol 2010; 40:862-7. [PMID: 20805109 DOI: 10.1093/ije/dyq143] [Citation(s) in RCA: 75] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
|