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Andrade HLPD, Ramos ACV, Crispim JDA, Santos Neto M, Arroyo LH, Arcêncio RA. Spatial analysis of risk areas for the development of tuberculosis and treatment outcomes. Rev Bras Enferm 2021; 74:e20200564. [PMID: 34076221 DOI: 10.1590/0034-7167-2020-0564] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 11/10/2020] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVES to identify risk clusters for the occurrence of tuberculosis and its treatment outcomes. METHODS ecological study, in a city in Maranhão, using data from the Notifiable Diseases Information System. Point density analysis and isotonic scanning techniques were used to identify areas with the highest occurrence of treatment outcomes and identify risk areas for possible tuberculosis cases. RESULTS most tuberculosis cases occurred in the male, adult, brown-skinned population. Also, most of the reported cases were classified as pulmonary and as new cases that progressed to a cure. The areas with the highest density of cure, death and abandonment are located in the central region of the city. CONCLUSIONS the central region of the urban area of the city, with high demographic density and poor sanitary and socioeconomic conditions, presented a greater cluster of tuberculosis cases.
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Alves JD, Chiaravalloti-Neto F, Arroyo LH, Arcoverde MAM, Santos DT, Berra TZ, Alves LS, Ramos ACV, Campoy LT, Belchior AS, Assis IS, Nunes C, Forati RC, Serrano-Gallardo P, Arcêncio RA. Bayesian spatio-temporal models for mapping TB mortality risk and its relationship with social inequities in a region from Brazilian Legal Amazon. Trans R Soc Trop Med Hyg 2020; 114:323-331. [PMID: 32134492 DOI: 10.1093/trstmh/traa008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 12/31/2019] [Accepted: 01/10/2019] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Reducing TB mortality is a great challenge in Brazil due to its territorial extension, cultural variations and economic and political crises, which impact the health system. This study aimed to estimate in space and time the risk of TB mortality and test its relationship with social inequities. METHODS This was an ecological study that included deaths from TB between 2006 and 2016 in Cuiabá, Brazilian Legal Amazon. Bayesian models based on the integrated nested Laplace approximation approach were used to estimate spatio-temporal RRs. RRs for TB mortality were obtained according to the covariables representative of social inequities. RESULTS The risk of TB mortality was stable between 2006 and 2016 and high-risk areas were identified throughout the municipality studied. Regarding social inequities, income was an important factor associated with TB mortality risk, as an increase of 1 SD in income resulted in a 35.4% (RR 0.646; CI 95% 0.476 to 0.837) decrease in risk. CONCLUSIONS The results provided evidence of areas with higher TB mortality risks that have persisted over time and are related to social inequities. Advancing social policies and protections in these areas will contribute to achieving the WHO's End TB strategy.
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Affiliation(s)
- Josilene D Alves
- Institute of Biological and Health Sciences, Federal University of Mato Grosso, Barra do Garças, Brazil
| | | | - Luiz H Arroyo
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Danielle T Santos
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Thaís Z Berra
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Luana S Alves
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Antônio C V Ramos
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Laura T Campoy
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Aylana S Belchior
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Ivaneliza S Assis
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Carla Nunes
- National School of Public Health, New University of Lisbon, Lisbon, Portugal
| | - Regina C Forati
- Health Sciences Department, Faculty Medicine at Ribeirão Preto. University of São Paulo, Ribeirão Preto, Brazil
| | | | - Ricardo A Arcêncio
- Maternal-Infant and Public Health Nursing Department, College Nursing at Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
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Arroyo LAH, Arcoverde MAM, Alves JD, Fuentealba-Torres M, Cartagena-Ramos D, Scholze AR, Ramos ACV, Arcêncio RA. Spatial analysis of cases of Tuberculosis with Mental Disorders in São Paulo. Rev Bras Enferm 2019; 72:654-662. [DOI: 10.1590/0034-7167-2017-0949] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 06/16/2018] [Indexed: 11/22/2022] Open
Abstract
ABSTRACT Objective: To analyze the spatial distribution of Tuberculosis cases with Mental Disorders, identifying factors that determine its occurrence. Method: Ecological study, conducted in the municipalities of São Paulo State. Secondary data were used, with the incidence of Tuberculosis and Mental Disorders as dependent variables in the years 2012 to 2015 and independent variables, socioeconomic, health and income transfer data. The Geographically Weighted Regression was applied in this study. Results: It was observed a distinct distribution between cases of Tuberculosis and Mental Disorders in the municipalities of São Paulo State. Among the explanatory factors, the Primary Care Coverage, population of freedom and income inequality were spatially associated with Mental Illness (R2= 0.12); Alcoholism (R2= 0.12) Illicit Drugs (R2= 0.50) and Smoking (R2= 0.50). Conclusion / Final considerations: The study advances in knowledge by evidencing the spatial distribution of cases of Tuberculosis and Mental Disorders, evidencing the determining factors for its occurrence in São Paulo State.
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Alves JD, Arroyo LH, Moraes Arcoverde MA, Cartagena-Ramos D, Zamboni Berra T, Seles Alves L, Vieira Ramos AC, Fuentealba-Torres M, Simionato de Assis I, Fiorati RC, Nunes C, Arcêncio RA. [Magnitude of social determinants in the risk of death from tuberculosis in Central-west Brazil]. GACETA SANITARIA 2019; 34:171-178. [PMID: 30878245 DOI: 10.1016/j.gaceta.2019.01.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Revised: 11/08/2018] [Accepted: 01/03/2019] [Indexed: 10/27/2022]
Abstract
OBJECTIVE To evaluate the magnitude of social determinants in areas of risk of mortality due to tuberculosis in a high incidence city. METHOD Ecological study, which recruited the cases of tuberculosis deaths registered between 2006 and 2016 in the capital of Mato Grosso-Brazil. The social determinants were obtained from the Human Development Units. Sweep statistics were used to identify areas of risk of mortality due to tuberculosis. Principal component analysis was carried out to identify dimensions of social determinants. Multiple logistic regression was applied to verify associations between the dimensions of social determinants and the risk of mortality from tuberculosis. A 5% error was fixed. The standard error was established at 5% for all statistical tests. RESULTS A total of 225 deaths due to tuberculosis were registered in the period, distributed heterogeneously in the space. A cluster of risk for tuberculosis mortality was identified, with RR=2.09 (95%CI: 1.48-2.94; p=0.04). Social determinants, low educational level and poverty were associated with the risk of mortality due to tuberculosis (OR: 2.92; 95%CI: 1.17-7.28). Income had a negative association with the risk of mortality due to tuberculosis (OR: 0.05; 95%CI: 0.00-0.70). The value of the ROC curve of the model was 92.1%. CONCLUSIONS The results confirmed that the risk of mortality due to tuberculosis is a problem associated with social determinants. Health policies and social protection programmes can collaborate to address this problem.
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Affiliation(s)
- Josilene Dália Alves
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil.
| | - Luiz Henrique Arroyo
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Marcos Augusto Moraes Arcoverde
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Denisse Cartagena-Ramos
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Thais Zamboni Berra
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Luana Seles Alves
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Antônio Carlos Vieira Ramos
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Miguel Fuentealba-Torres
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Ivaneliza Simionato de Assis
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Regina Célia Fiorati
- Departamento de Ciencias de la Salud, Facultad de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
| | - Carla Nunes
- Escola Nacional de Salud Pública, Universidade Nova de Lisboa, Lisboa, Portugal
| | - Ricardo Alexandre Arcêncio
- Departamento Materno-Infantil y Salud Pública, Escuela de Enfermería de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brasil
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Ross JM, Henry NJ, Dwyer-Lindgren LA, de Paula Lobo A, Marinho de Souza F, Biehl MH, Ray SE, Reiner RC, Stubbs RW, Wiens KE, Earl L, Kutz MJ, Bhattacharjee NV, Kyu HH, Naghavi M, Hay SI. Progress toward eliminating TB and HIV deaths in Brazil, 2001-2015: a spatial assessment. BMC Med 2018; 16:144. [PMID: 30185204 PMCID: PMC6125942 DOI: 10.1186/s12916-018-1131-6] [Citation(s) in RCA: 15] [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] [Received: 02/28/2018] [Accepted: 07/17/2018] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Brazil has high burdens of tuberculosis (TB) and HIV, as previously estimated for the 26 states and the Federal District, as well as high levels of inequality in social and health indicators. We improved the geographic detail of burden estimation by modelling deaths due to TB and HIV and TB case fatality ratios for the more than 5400 municipalities in Brazil. METHODS This ecological study used vital registration data from the national mortality information system and TB case notifications from the national communicable disease notification system from 2001 to 2015. Mortality due to TB and HIV was modelled separately by cause and sex using a Bayesian spatially explicit mixed effects regression model. TB incidence was modelled using the same approach. Results were calibrated to the Global Burden of Disease Study 2016. Case fatality ratios were calculated for TB. RESULTS There was substantial inequality in TB and HIV mortality rates within the nation and within states. National-level TB mortality in people without HIV infection declined by nearly 50% during 2001 to 2015, but HIV mortality declined by just over 20% for males and 10% for females. TB and HIV mortality rates for municipalities in the 90th percentile nationally were more than three times rates in the 10th percentile, with nearly 70% of the worst-performing municipalities for male TB mortality and more than 75% for female mortality in 2001 also in the worst decile in 2015. The same municipality ranking metric for HIV was observed to be between 55% and 61%. Within states, the TB mortality rate ratios by sex for municipalities in the worst decile versus the best decile varied from 1.4 to 2.9, and HIV varied from 1.4 to 4.2. The World Health Organization target case fatality rate for TB of less than 10% was achieved in 9.6% of municipalities for males versus 38.4% for females in 2001 and improved to 38.4% and 56.6% of municipalities for males versus females, respectively, by 2014. CONCLUSIONS Mortality rates in municipalities within the same state exhibited nearly as much relative variation as within the nation as a whole. Monitoring the mortality burden at this level of geographic detail is critical for guiding precision public health responses.
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Affiliation(s)
- Jennifer M Ross
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, Washington, USA.,Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Nathaniel J Henry
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Laura A Dwyer-Lindgren
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Andrea de Paula Lobo
- Department of Public Health, University of Brasilia, Distrito Federal, Brazil.,Department of Health Surveillance, Ministry of Health, Brasilia, Brazil
| | | | - Molly H Biehl
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Sarah E Ray
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Robert C Reiner
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Rebecca W Stubbs
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Kirsten E Wiens
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Lucas Earl
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Michael J Kutz
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Natalia V Bhattacharjee
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Hmwe H Kyu
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Mohsen Naghavi
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA
| | - Simon I Hay
- Institute for Health Metrics and Evaluation, University of Washington, 2301 5th Ave Suite 600, Seattle, WA, 98121, USA.
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Cerci JJ, Bogoni M, Buccheri V, Etchebehere ECSDC, Silveira TMBD, Baiocchi O, Neto CDACP, Sapienza MT, Marin JFG, Meneghetti JC, Novis Y, Souza CAD, Chiattone C, Torresan M, Ramos CD. Fluorodeoxyglucose-positron emission tomography staging can replace bone marrow biopsy in Hodgkin's lymphoma. Results from Brazilian Hodgkin's Lymphoma Study Group. Hematol Transfus Cell Ther 2018; 40:245-249. [PMID: 30128433 PMCID: PMC6098181 DOI: 10.1016/j.htct.2018.03.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 03/06/2018] [Indexed: 11/29/2022] Open
Abstract
Objective To investigate, in a large prospective multicenter study, whether 2-[18F]-fluoro-2-deoxy-d-glucose-positron emission tomography is sufficiently accurate to identify clinically important bone marrow involvement by Hodgkin's lymphoma to replace routine bone marrow biopsy in a developing tropical country. Methods Patients newly diagnosed with Hodgkin's lymphoma were recruited from six cancer centers in Brazil. All were staged by the results of positron emission tomography/computed tomography that were centrally reviewed and by iliac crest bone marrow biopsy. Patients were classified as having marrow disease if they had lymphoma identified by marrow biopsy histology or had focal 2-[18F]-fluoro-2-deoxy-d-glucose marrow uptake that resolved following chemotherapy. Results A total of 246 participants were recruited from six different centers and 62 (25.2%) were judged to have Hodgkin's lymphoma in the bone marrow. Positron emission tomography and biopsies were concordant in 206 patients (83%). Positron emission tomography correctly identified marrow disease in 59/62 patients (95.1%) and marrow biopsy in 25/62 patients (40.3%). In 22/62 (35.4%) patients, the two techniques were concordant in the diagnosis of marrow involvement. Of the forty discordant results, positron emission tomography found bone marrow involvement in 37 patients, upstaging 22 to stage IV and having an impact on therapeutic decision in nine cases given their reallocation from early to advanced stage. Three false negative positron emission tomography results were obtained with bone marrow biopsy giving positive findings. All three cases were classified as stage IV regardless of bone marrow findings implying no modification in the clinical management. The sensitivity, specificity and accuracy of positron emission tomography for detecting bone marrow disease were 95%, 100% and 98% and for bone marrow biopsy they were 40%, 100% and 84%, respectively. Conclusion We conclude that positron emission tomography can replace marrow biopsy in Brazilian patients with Hodgkin's lymphoma without compromising clinical management.
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Affiliation(s)
| | | | - Valeria Buccheri
- Universidade de São Paulo (USP), Instituto do Câncer do Estado de São Paulo (ICESP), São Paulo, SP, Brazil
| | | | | | - Otavio Baiocchi
- Universidade Federal de São Paulo (Unifesp), São Paulo, SP, Brazil
| | | | - Marcelo Tatit Sapienza
- Universidade de São Paulo (USP), Instituto do Câncer do Estado de São Paulo (ICESP), São Paulo, SP, Brazil
| | | | - José Cláudio Meneghetti
- Universidade de São Paulo (USP), Hospital das Clínicas (HC), Instituto do Coração (InCor), São Paulo, SP, Brazil
| | - Yana Novis
- Hospital Sírio Libanês, São Paulo, SP, Brazil
| | | | | | - Marcia Torresan
- Universidade Estadual de Campinas (Unicamp), Campinas, SP, Brazil
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