RESUMO
BACKGROUND: Evidence indicates that physical activity (PA) has a protective effect against chronic diseases, including high arterial hypertension (AH). OBJECTIVE: This study investigated, longitudinally, the association between changes in leisure time physical activity (LTPA) and the incidence of hypertension in ELSA-Brasil participants. METHODS: Data from 8,968 participants were analyzed at two different times (2008-2010 and 2012-2014). The International Physical Activity Questionnaire (IPAQ), long version, was used to assess LTPA. The association between LTPA and AH was tested using Poisson regression with relative risk (RR) estimation, with a significance level of 5% and a 95% confidence interval. RESULTS: When the LTPA level variable was categorized as sufficient and insufficient, no statistically significant associations were found between LTPA and AH incidence as a function of changes in PA during follow-up. However, when the LTPA variable was categorized as inactive, little active, active, and very active, a statistically significant association was observed between LTPA and AH in participants classified as very physically active. The risk of AH was reduced by 35% among men RR 0.65 (95% CI 0.50-0.86) and by 66% among women RR 0.34 (95% CI 0.20-0.58) who maintained high levels of LTPA at both moments of follow-up. CONCLUSION: These results suggest that maintaining high levels of PA over time is associated with a lower risk of developing AH, highlighting the importance of PA in preventing this condition, for both men and women.
FUNDAMENTO: Evidências apontam que a atividade física (AF) apresenta efeito protetor para as doenças crônicas, incluindo a hipertensão arterial (HA). OBJETIVO: Este estudo investigou, de forma longitudinal, a associação entre as mudanças na atividade física no tempo livre (AFTL) e a incidência de HA em participantes do ELSA-Brasil. MÉTODOS: Foram analisados dados de 8.968 participantes em dois momentos distintos (2008-2010 e 2012-2014). Foi utilizado o Questionário Internacional de Atividade Física (IPAQ), versão longa, para avaliação da AFTL. A associação entre AFTL e HA foi testada por regressão de Poisson com estimativa do risco relativo (RR), com nível de significância de 5% e intervalo de confiança de 95%. RESULTADOS: Quando a variável nível de AFTL foi categorizada em suficiente e insuficiente, não foram encontradas associações estatisticamente significantes entre AFTL e a incidência HA em função das mudanças na AF durante o seguimento. No entanto, a variável AFTL quando categorizada em inativo, pouco ativo, ativo e muito ativo, observou-se associação estatisticamente significante entre AFTL e HA em participantes classificados como muito ativos fisicamente. O risco de HA foi reduzido em 35% entre homens RR 0,65 (IC 95% 0,50-0,86) e em 66% entre as mulheres RR 0,34 (IC 95% 0,20-0,58) que mantiveram altos níveis de AFTL em ambos os momentos do seguimento. CONCLUSÃO: Esses resultados sugerem que a manutenção de altos níveis de AF ao longo do tempo está associada a um menor risco de desenvolver HA, destacando a importância da AF na prevenção dessa condição, tanto para homens quanto para mulheres.
Assuntos
Exercício Físico , Hipertensão , Atividades de Lazer , Humanos , Feminino , Masculino , Brasil/epidemiologia , Hipertensão/epidemiologia , Exercício Físico/fisiologia , Pessoa de Meia-Idade , Incidência , Fatores de Risco , Idoso , Fatores de Tempo , Inquéritos e Questionários , Estudos Longitudinais , Adulto , Fatores Socioeconômicos , Fatores SexuaisRESUMO
Resumo Fundamento: Evidências apontam que a atividade física (AF) apresenta efeito protetor para as doenças crônicas, incluindo a hipertensão arterial (HA). Objetivo: Este estudo investigou, de forma longitudinal, a associação entre as mudanças na atividade física no tempo livre (AFTL) e a incidência de HA em participantes do ELSA-Brasil. Métodos: Foram analisados dados de 8.968 participantes em dois momentos distintos (2008-2010 e 2012-2014). Foi utilizado o Questionário Internacional de Atividade Física (IPAQ), versão longa, para avaliação da AFTL. A associação entre AFTL e HA foi testada por regressão de Poisson com estimativa do risco relativo (RR), com nível de significância de 5% e intervalo de confiança de 95%. Resultados: Quando a variável nível de AFTL foi categorizada em suficiente e insuficiente, não foram encontradas associações estatisticamente significantes entre AFTL e a incidência HA em função das mudanças na AF durante o seguimento. No entanto, a variável AFTL quando categorizada em inativo, pouco ativo, ativo e muito ativo, observou-se associação estatisticamente significante entre AFTL e HA em participantes classificados como muito ativos fisicamente. O risco de HA foi reduzido em 35% entre homens RR 0,65 (IC 95% 0,50-0,86) e em 66% entre as mulheres RR 0,34 (IC 95% 0,20-0,58) que mantiveram altos níveis de AFTL em ambos os momentos do seguimento. Conclusão: Esses resultados sugerem que a manutenção de altos níveis de AF ao longo do tempo está associada a um menor risco de desenvolver HA, destacando a importância da AF na prevenção dessa condição, tanto para homens quanto para mulheres.
Abstract Background: Evidence indicates that physical activity (PA) has a protective effect against chronic diseases, including high arterial hypertension (AH). Objective: This study investigated, longitudinally, the association between changes in leisure time physical activity (LTPA) and the incidence of hypertension in ELSA-Brasil participants. Methods: Data from 8,968 participants were analyzed at two different times (2008-2010 and 2012-2014). The International Physical Activity Questionnaire (IPAQ), long version, was used to assess LTPA. The association between LTPA and AH was tested using Poisson regression with relative risk (RR) estimation, with a significance level of 5% and a 95% confidence interval. Results: When the LTPA level variable was categorized as sufficient and insufficient, no statistically significant associations were found between LTPA and AH incidence as a function of changes in PA during follow-up. However, when the LTPA variable was categorized as inactive, little active, active, and very active, a statistically significant association was observed between LTPA and AH in participants classified as very physically active. The risk of AH was reduced by 35% among men RR 0.65 (95% CI 0.50-0.86) and by 66% among women RR 0.34 (95% CI 0.20-0.58) who maintained high levels of LTPA at both moments of follow-up. Conclusion: These results suggest that maintaining high levels of PA over time is associated with a lower risk of developing AH, highlighting the importance of PA in preventing this condition, for both men and women.
RESUMO
The degree to which weight reduction leads to the remission of hypertension in population studies is not clear. We investigated whether the changes in adiposity measures predicted the remission of hypertension in a racially admixed population over a mean 4-year follow-up. All 4847 hypertensive individuals at baseline (2008-2010) from the multicenter Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) were included. Changes in weight, waist circumference (WC), or body mass index (BMI) (reduction or increase ≥5% from baseline values, vs stability) and remission of hypertension (SBP < 140 and DBP < 90 mmHg and no use of antihypertensive medication at follow-up visit, in 2012-2014) were investigated using mixed effects logistic regression models. Proportional attributable benefit was additionally calculated. Analyses were stratified by sex and antihypertensive medication use at baseline. Remission of hypertension was 11.3% (n = 546). Among men, after adjustments, the reduction of weight (OR = 1.52 95% CI 1.10-2.10), WC (OR = 1.56 95% CI 1.04-2.35) or BMI (OR = 1.60 95% CI 1.13-2.27) was associated with the remission of hypertension. Among those not taking antihypertensive medication at baseline, after adjustments, the reduction of weight (OR = 1.64 95% CI 1.18-2.27), WC (OR = 1.76 95% CI 1.18-2.61) or BMI (OR = 1.57 95% CI 1.10-2.25) was associated with the remission of hypertension. Proportional attributable benefit among those with adiposity reduction was about 30%, indicating its potential for prevention. In conclusion, our study reinforces the role of adiposity-reducing strategies (e.g., healthy diet and regular physical activity) for the treatment and prevention of hypertension, which might have potential applications for clinical practice.
Assuntos
Adiposidade/fisiologia , Hipertensão , Obesidade , Redução de Peso/fisiologia , Índice de Massa Corporal , Brasil/epidemiologia , Feminino , Humanos , Hipertensão/diagnóstico , Hipertensão/epidemiologia , Hipertensão/fisiopatologia , Hipertensão/prevenção & controle , Masculino , Pessoa de Meia-Idade , Obesidade/diagnóstico , Obesidade/fisiopatologia , Obesidade/terapia , Serviços Preventivos de Saúde/métodos , Indução de Remissão/métodos , Comportamento de Redução do Risco , Circunferência da CinturaRESUMO
OBJECTIVES: To investigate the association between internal migration and body mass index (BMI) in the adult population with data from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) and to determine whether the association differs by the urban hierarchical levels (or influence regions) of Brazilian municipalities. METHODS: Baseline data from 13 084 participants aged 35 to 74 (2008-2010) in the ELSA-Brasil were analyzed. A migrant was defined as an individual whose municipality of residence at the beginning of schooling (origin) was different from the municipality of residence at the study baseline (destination). The origin and destination municipalities were classified by urban hierarchical levels, or influence regions, and migration was categorized as nonmigrant, stable migrant, downward migrant, or upward migrant. RESULTS: Of the ELSA-Brasil participants, 51% were migrants. Using gamma regression models, it was observed that for women and men, upward migration was associated with lower mean BMI after adjusting for age, mother's education level, participant's education level, and income. Downward migration, on the other hand, was associated with the highest mean BMI, but this result was statistically significant only for women. CONCLUSION: These findings highlight the role of environmental factors on nutritional status, noting that the effects on BMI may be positive or negative, depending on the trajectory of displacements between origin and destination.
Assuntos
Índice de Massa Corporal , Migrantes/estatística & dados numéricos , Adulto , Idoso , Brasil , Feminino , Migração Humana , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-IdadeRESUMO
OBJECTIVES: To investigate the association of sarcopenia and its defining components with depression in Brazilian middle-aged and older adults. DESIGN: Cross-sectional study. SETTING AND PARTICIPANTS: This analysis included 5927 participants from the ELSA-Brasil Study second data collection, aged 55 years and older, with complete data for exposure, outcome, and covariates. MEASURES: Muscle mass was evaluated by bioelectrical impedance analysis and muscle strength by hand-grip strength. Sarcopenia was defined according to the Foundation for the National Institutes of Health (FNIH) criteria. Depression was assessed using the Clinical Interview Scheduled Revised (CIS-R). Information on sociodemographic characteristics, lifestyle, and clinical comorbidities were also obtained. RESULTS: The frequencies of sarcopenia, presarcopenia, low muscle mass, low muscle strength, and low muscle strength without loss of muscle mass was 1.9%, 18.8%, 20.7%, 4.8%, and 2.9%, respectively. After adjustment for sociodemographic characteristics, clinical conditions, and lifestyle factors, depression was associated with sarcopenia (odds ratio [OR] = 2.23, 95% confidence interval [CI] = 1.11-4.48, P = .024) and low muscle strength (OR = 1.94, 95% CI = 1.20-3.15, P = .007), but it was not associated with presarcopenia, low muscle mass, and low muscle strength without loss of muscle mass. CONCLUSIONS: Depression is associated with sarcopenia defined by the FNIH criteria mainly because of its association with weakness. Future studies are needed to clarify the temporal relationship between both conditions.
Assuntos
Depressão/etiologia , Força Muscular/fisiologia , Sarcopenia/psicologia , Idoso , Brasil , Estudos Transversais , Feminino , Humanos , Entrevistas como Assunto , Masculino , Pessoa de Meia-Idade , Pesquisa QualitativaRESUMO
BACKGROUND: Asthma and allergies prevalence increased in recent decades, being a serious global health problem. They are complex diseases with strong contextual influence, so that the use of advanced machine learning tools such as genetic programming could be important for the understanding the causal mechanisms explaining those conditions. Here, we applied a multiobjective grammar-based genetic programming (MGGP) to a dataset composed by 1047 subjects. The dataset contains information on the environmental, psychosocial, socioeconomics, nutritional and infectious factors collected from participating children. The objective of this work is to generate models that explain the occurrence of asthma, and two markers of allergy: presence of IgE antibody against common allergens, and skin prick test positivity for common allergens (SPT). RESULTS: The average of the accuracies of the models for asthma higher in MGGP than C4.5. IgE were higher in MGGP than in both, logistic regression and C4.5. MGGP had levels of accuracy similar to RF, but unlike RF, MGGP was able to generate models that were easy to interpret. CONCLUSIONS: MGGP has shown that infections, psychosocial, nutritional, hygiene, and socioeconomic factors may be related in such an intricate way, that could be hardly detected using traditional regression based epidemiological techniques. The algorithm MGGP was implemented in c ++ and is available on repository: http://bitbucket.org/ciml-ufjf/ciml-lib .
Assuntos
Alérgenos/metabolismo , Asma/epidemiologia , Modelos Genéticos , Algoritmos , HumanosRESUMO
BACKGROUND: Despite reports in the literature that both leisure-time physical activity (LTPA) and commuting physical activity (CPA) can promote health benefits, the literature lacks studies comparing the associations of these domains of physical activity with cardiovascular risk scores. OBJECTIVE: To investigate the association between LTPA and CPA with different cardiovascular risk scores in the cohort of the Longitudinal Study of Adult Health ELSA-Brasil. METHODS: Cross-sectional study with data from 13,721 participants of both genders, aged 35-74 years, free of cardiovascular disease, from ELSA Brazil. Physical activity was measured using the International Physical Activity Questionnaire (IPAQ). Five cardiovascular risk scores were used: Framingham score - coronary heart disease (cholesterol); Framingham score - coronary heart disease (LDL-C); Framingham score - cardiovascular disease (cholesterol); Framingham score - cardiovascular disease (body mass index, BMI); and pooled cohort equations for atherosclerotic cardiovascular disease (ASCVD). Associations adjusted for confounding variables between physical activity and different cardiovascular risk scores were analyzed by logistic regression. Confidence interval of 95% (95%CI) was considered. RESULTS: LTPA is inversely associated with almost all cardiovascular risk scores analyzed, while CPA shows no statistically significant association with any of them. Dose-response effect in association between LTPA and cardiovascular risk scores was also found, especially in men. CONCLUSIONS: LTPA was shown to be associated with the cardiovascular risk scores analyzed, but CPA not. The amount of physical activity (duration and intensity) was more significantly associated, especially in men, with cardiovascular risk scores in ELSA-Brasil.
Assuntos
Doenças Cardiovasculares/epidemiologia , Exercício Físico/fisiologia , Atividades de Lazer , Locomoção/fisiologia , Adulto , Idoso , Brasil/epidemiologia , Doenças Cardiovasculares/fisiopatologia , Estudos Transversais , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Fatores de RiscoRESUMO
Abstract Background: Despite reports in the literature that both leisure-time physical activity (LTPA) and commuting physical activity (CPA) can promote health benefits, the literature lacks studies comparing the associations of these domains of physical activity with cardiovascular risk scores. Objective: To investigate the association between LTPA and CPA with different cardiovascular risk scores in the cohort of the Longitudinal Study of Adult Health ELSA-Brasil. Methods: Cross-sectional study with data from 13,721 participants of both genders, aged 35-74 years, free of cardiovascular disease, from ELSA Brazil. Physical activity was measured using the International Physical Activity Questionnaire (IPAQ). Five cardiovascular risk scores were used: Framingham score - coronary heart disease (cholesterol); Framingham score - coronary heart disease (LDL-C); Framingham score - cardiovascular disease (cholesterol); Framingham score - cardiovascular disease (body mass index, BMI); and pooled cohort equations for atherosclerotic cardiovascular disease (ASCVD). Associations adjusted for confounding variables between physical activity and different cardiovascular risk scores were analyzed by logistic regression. Confidence interval of 95% (95%CI) was considered. Results: LTPA is inversely associated with almost all cardiovascular risk scores analyzed, while CPA shows no statistically significant association with any of them. Dose-response effect in association between LTPA and cardiovascular risk scores was also found, especially in men. Conclusions: LTPA was shown to be associated with the cardiovascular risk scores analyzed, but CPA not. The amount of physical activity (duration and intensity) was more significantly associated, especially in men, with cardiovascular risk scores in ELSA-Brasil.
Resumo Fundamento: Apesar dos relatos na literatura de que tanto a atividade física no tempo livre (AFTL) quanto a atividade física no deslocamento (AFDESL) promovem benefícios à saúde, estudos comparando a associação desses domínios da atividade física com escores de risco cardiovascular são escassos. Objetivo: Verificar a associação entre AFTL e AFDESL com escores de risco cardiovascular na coorte Estudo Longitudinal de Saúde do Adulto (ELSA-Brasil). Métodos: Estudo transversal com dados da linha de base de 13.721 participantes de ambos os sexos, com idades entre 35 e 74 anos, livres de doenças cardiovasculares, do ELSA-Brasil. A atividade física foi mensurada por meio do International Physical Activity Questionnary (IPAQ). Foram utilizados cinco escores de risco cardiovascular: escore de Framingham - doença coronariana (colesterol); escore de Framingham - doença coronariana (lipoproteína de baixa densidade - LDL-C); escore de Framingham - doença cardiovascular (colesterol); escore de Framingham - doença cardiovascular (índice de massa corpórea - IMC); e equações de coorte agrupadas para doença cardiovascular aterosclerótica. As associações ajustadas por variáveis de confundimento foram analisadas por meio de regressão logística. Utilizou-se intervalo de confiança de 95% (IC95%). Resultados: Com quase todos os escores de risco cardiovascular analisados, a AFTL apresenta-se inversamente associada, enquanto a AFDESL não demonstra associação estatisticamente significante com nenhum deles. Observou-se, ainda, a existência de efeito dose-resposta na associação entre AFTL e escores de risco cardiovascular principalmente em homens. Conclusões: A AFTL, porém não a AFDESL, apresenta associação com os escores de risco cardiovascular analisados. A maior quantidade de atividade física (duração e intensidade) está associada de forma mais significativa, principalmente em homens, aos escores de risco cardiovascular em participantes da coorte ELSA-Brasil. (Arq Bras Cardiol. 2017; [online].ahead print, PP.0-0)
Assuntos
Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Idoso , Doenças Cardiovasculares/epidemiologia , Exercício Físico/fisiologia , Atividades de Lazer , Locomoção/fisiologia , Brasil/epidemiologia , Doenças Cardiovasculares/fisiopatologia , Estudos Transversais , Fatores de Risco , Estudos LongitudinaisRESUMO
Chronic diseases are a global problem, yet information on their determinants is generally scant in low- and middle-income countries. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) aims to contribute relevant information regarding the development and progression of clinical and subclinical chronic diseases, particularly cardiovascular diseases and diabetes, in one such setting. At Visit 1, we enrolled 15 105 civil servants from predefined universities or research institutes. Baseline assessment (2008-10) included detailed interviews and measurements to assess social and biological determinants of health, as well as various clinical and subclinical conditions related to diabetes, cardiovascular diseases and mental health. A second visit of interviews and examinations is under way (2012-14) to enrich the assessment of cohort exposures and to detect initial incident events. Annual surveillance has been conducted since 2009 for the ascertainment of incident events. Biological samples (sera, plasma, urine and DNA) obtained at both visits have been placed in long-term storage. Baseline data are available for analyses, and collaboration via specific research proposals directed to study investigators is welcome.
Assuntos
Doenças Cardiovasculares/epidemiologia , Diabetes Mellitus Tipo 2/epidemiologia , Saúde Mental , Adulto , Fatores Etários , Idoso , Antidepressivos/uso terapêutico , Ansiedade/tratamento farmacológico , Ansiedade/epidemiologia , Benzodiazepinas/uso terapêutico , Pressão Sanguínea , Peso Corporal , Brasil/epidemiologia , Doença Crônica , Depressão/tratamento farmacológico , Depressão/epidemiologia , Feminino , Teste de Tolerância a Glucose , Comportamentos Relacionados com a Saúde , Humanos , Lipídeos/sangue , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Fatores Sexuais , Fatores SocioeconômicosRESUMO
A cross-sectional study was conducted on dietary patterns and their influence on the occurrence of wheezing and atopic and non-atopic asthma in a sample of 1,168 children and adolescents in Salvador, Bahia State, Brazil. Wheezing and asthma symptoms in the previous 12 months were obtained using the ISAAC questionnaire. The presence of aeroallergen-specific IgE was identified. A food frequency questionnaire was used to define dietary patterns. The study applied logistic regression and multinomial polytomous logistic regression. Fish consumption was associated with a 27% reduction in wheezing (95%CI: 0.56-0.94), 37% in asthma (95%CI: 0.47-0.83), 51% in non-atopic asthma (95%CI: 0.31-0.79), and 38% in non-atopic wheezing (95%CI: 0.46-0.83). The highest tertile of dietary patterns reduced wheezing by 27% (95%CI: 0.57-0.95), atopic wheezing by 46% (95%CI: 0.30-0.98), asthma by 36% (95%CI: 0.49-0.83), and atopic asthma by 50% (95%CI: 0.28-0.89). Fish consumption may thus have a protective effect against wheezing and non-atopic asthma and dietary pattern against atopic asthma and wheezing.