Metabolic status is not associated with job stress in individuals with obesity: the ELSA-Brasil baseline.

PURPOSE: Job stress has proven to be a relevant cause of stress for adults, but its effect on the development of metabolic alterations in individuals with obesity is still poorly explored. We aimed to investigate the association between job stress and metabolically unhealthy obesity (MUO) phenotype in participants with obesity at the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) baseline assessment. METHODS: This study analyzed data collected at the baseline examination between 2008 and 2010. A total of 2371 individuals with obesity were included. Two metabolic phenotypes were characterized based on the US National Health and Nutrition Examination Survey criteria. The job stress scale was based on the Brazilian version of the Swedish Demand-Control-Support Questionnaire. The association between job stress domains and MUO phenotype was assessed by binary logistic models. RESULTS: In our sample, 1297 (54.7%) participants were women, mean age was 49.6 ± 7.1 years and 1696 (71.5%) had MUO. Low skill discretion was associated with MUO after adjustment for age, sex and race. However, in fully-adjusted models, the MUO phenotype was not associated with high job demand (odds ratio [OR] = 1.05; 95% confidence interval [95%CI] 0.82-1.35), low skill discretion (OR = 1.26; 95%CI 0.95-1.68), low decision authority (OR = 0.94; 95%CI 0.70-1.25) nor low social support (OR = 0.93; 95%CI 0.71-1.20). CONCLUSION: We found a significant association between low skill discretion and an adverse metabolic profile in models adjusted for age, sex and race. No associations were significant between job stress domains and the metabolic profile of individuals with obesity in full models.

Social inequalities in BMI trajectories: 8-year follow-up of the Pró-Saúde study in Rio de Janeiro, Brazil.

OBJECTIVE: In a cohort of government employees in Rio de Janeiro, Brazil, we investigated prospectively, sex-specific associations between education and BMI trajectories and their potential effect modification by race. DESIGN: Of the 4030 participants in Phase 1 (1999), 3253 (81 %) participated in Phase 2 (2003) and 3058 (76 %) participated in Phase 3 (2006). Education was categorized as elementary, high school or college graduate. Study participants self-identified as White, Black or Pardo. BMI was calculated from measured weight and height. BMI trajectories were modelled using a generalized additive regression model with mixed effects (GAMM). SETTING: The Pro-Saúde Study, a longitudinal investigation of social determinants of health. SUBJECTS: Women (n 1441) and men (n 1127) who participated in the three phases of data collection and had complete information for all study variables. RESULTS: Women and men with less than high school, or only a high school education, gained approximately 1 kg/m(2) more than college graduates (women: 1·06 kg/m(2) (P<0·001) and 1·06 kg/m(2) (P<0·001), respectively; men: 1·04 kg/m(2) (P=0·013) and 1·01 kg/m(2) (P=0·277), respectively). For women only, race was independently associated with weight gain. Women identifying as Pardo or Black gained 1·03 kg/m(2) (P=0·01) and 1·02 kg/m(2) (P=0·10), respectively, more than Whites. No effect modification by race was observed for either men or women. CONCLUSIONS: While both lower education and darker race were associated with greater weight gain, gender similarities and differences were observed in these associations. The relationship between weight gain and different indicators of social status are therefore complex and require careful consideration when addressing the obesity epidemic.

Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants. / Atividade Física no Tempo Livre e Incidência de Hipertensão Arterial em Participantes do ELSA-Brasil.

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.

Identifying patterns of diurnal blood pressure variation among ELSA-Brasil participants.

Ambulatory blood pressure monitoring (ABPM) is the gold standard method for the diagnosis of hypertension. ABPM provides a set of repeated measurements for blood pressure (BP), usually over 24 h. Traditional approaches characterize diurnal BP variation by single ABPM parameters such as average and standard deviation, regardless of the temporal nature of the data. In this way, information about the pattern of diurnal BP variation and relationship between parameters is lost. The objective of this study was to identify and characterize daily BP patterns considering the set of repeated measures from 24-h ABPM. A total of 859 adult participants of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) performed a 24-h ABPM record. Hypertension, sex, age, race/color, education, marital status, smoking, alcohol, physical activity, and BMI were the covariables analyzed. Techniques for longitudinal clustering, multinomial models, and models with mixed effects were used. Three daily BP patterns were identified. Daily BP patterns with high BP presented higher standard deviation and morning surge and lower nocturnal dipping. They showed greater systolic BP variability and faster rise than fall in diastolic BP during sleep. Hypertensive, "pardos," and men had greater odds to present these patterns. Daily BP patterns with high BP presented the worst profile concerning ABPM parameters associated with cardiovascular risk. The daily BP patterns identified contribute to the characterization of diurnal BP variation.

Religious Service Attendance, Educational Attainment, and Hypertension at Baseline of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil).

BACKGROUND: Some religious dimensions have been associated with different health-related outcomes over many years. Attending religious services is one of these dimensions that were associated with hypertension, with inconsistent results. And religious involvement seems to be closely influenced by sociodemographic factors, such as education. Therefore, this study aimed to investigate the association between religious service attendance and hypertension according to levels of education. METHODS: We analyzed baseline data of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). Frequency of religious service attendance and presence of hypertension were assessed in all 15,105 participants at baseline. The analyses were stratified by two levels of education (less than high school and high school or more). Logistic regression models were used to obtain the association between religious service attendance and hypertension in both groups. RESULTS: For those with high school or more, attending religious services was positively associated with hypertension (adjusted odds ratio [OR] = 1.14, 95% confidence interval [CI] 1.02-1.28). In contrast, for those with less than high school, attending services was inversely associated with presence of hypertension (adjusted OR = 0.73, 95% CI 0.55-0.96). CONCLUSIONS: There seems to be a paradox in the association of religious service attendance and hypertension depending on the level of education.

Association between diabetes and cognitive function at baseline in the Brazilian Longitudinal Study of Adult Health (ELSA- Brasil).

Diabetes has been associated with cognitive changes and an increased risk of vascular dementia and Alzheimer's disease, but it is unclear whether there are associations between diabetes and early alterations in cognitive performance. The present study consisted of a cross-section analysis of 14,444 participants aged 35-74 years and from a developing country at baseline in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil); these participants were recruited between 2008 and 2010. We investigated whether there was an association between diabetes and early changes in the cognitive performance of this Brazilian population. To assess cognitive domains, we used the word-list learning, word-list delayed recall and word recognition tests along. Phonemic verbal fluency tests included semantic phonemic test (animals) and a phonemic test (words beginning with the letter F). Executive functions associated with attention, concentration and psychomotor speed were evaluated using the Trail Making Test B. The exposure variable in the study was defined as diabetes. Multiple linear regression was used to estimate the association between diabetes and cognitive performance. The results were adjusted for age, sex, education, hypertension, coronary disease, depression, physical activity, smoking, alcohol consumption, and the cholesterol/HDL-C ratio. We found a significant association between diabetes and decreased memory, language and executive function (attention, concentration and psychomotor speed) performance in this population from a country with a distinct epidemiological profile, even after adjusting for the main intervening variables.

Four-year adiposity change and remission of hypertension: an observational evaluation from the Longitudinal Study of Adult Health (ELSA-Brasil).

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.

Atividade Física no Tempo Livre e Incidência de Hipertensão Arterial em Participantes do ELSA-Brasil / Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants

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.

Context-dependence of race self-classification: Results from a highly mixed and unequal middle-income country.

Ethnic-racial classification criteria are widely recognized to vary according to historical, cultural and political contexts. In Brazil, the strong influence of individual socio-economic factors on race/colour self-classification is well known. With the expansion of genomic technologies, the use of genomic ancestry has been suggested as a substitute for classification procedures such as self-declaring race, as if they represented the same concept. We investigated the association between genomic ancestry, the racial composition of census tracts and individual socioeconomic factors and self-declared race/colour in a cohort of 15,105 Brazilians. Results show that the probability of self-declaring as black or brown increases according to the proportion of African ancestry and varies widely among cities. In Porto Alegre, where most of the population is white, with every 10% increase in the proportion of African ancestry, the odds of self-declaring as black increased 14 times (95%CI 6.08-32.81). In Salvador, where most of the population is black or brown, that increase was of 3.98 times (95%CI 2.96-5.35). The racial composition of the area of residence was also associated with the probability of self-declaring as black or brown. Every 10% increase in the proportion of black and brown inhabitants in the residential census tract increased the odds of self-declaring as black by 1.33 times (95%CI 1.24-1.42). Ancestry alone does not explain self-declared race/colour. An emphasis on multiple situational contexts (both individual and collective) provides a more comprehensive framework for the study of the predictors of self-declared race/colour, a highly relevant construct in many different scenarios, such as public policy, sociology and medicine.

Intragenerational Social Mobility and Changes in Blood Pressure: Longitudinal Analysis From the ELSA-Brasil Study.

BACKGROUND: During the past 4 decades, the highest worldwide blood pressure (BP) levels have shifted from high-income countries to low- and middle-income countries. We investigated the association of intragenerational social mobility with changes in BP and also with the incidence of hypertension over a 4-year follow-up. METHODS: Data for 6,529 baseline participants from ELSA-Brasil born between 1938 and 1975 were used. Based on a social mobility matrix, occupational social mobility was defined as the change in occupational social class between participants' first occupation and current occupation (stable high; upward; downward; stable low). Incident hypertension was defined as systolic blood pressure (SBP) ≥ 140 mm Hg or diastolic blood pressure (DBP) ≥ 90 mm Hg or use of antihypertensive medication. Hypertensive participants at baseline were excluded. Mixed effects regression models were used. RESULTS: Compared to the stable high group, the downwardly mobile group showed a higher increase over time in both SBP (ß = 1.49, 95% CI 0.60; 2.37) and DBP (ß = 0.96, 95% CI 0.32; 1.59) after adjustments for background characteristics and also proximal risk factors such as health-related behaviors and body mass index as time-dependent covariates, and diabetes. In contrast, upward mobility had no influence on BP changes (ß = 0.67, 95% CI -0.07; 1.41 for SBP, and ß = 0.47, 95% CI -0.05; 1.00 for DBP). Social mobility was not associated with the incidence of hypertension. CONCLUSIONS: We showed socioeconomic inequalities in BP progression over the life course. The longitudinal changes in BP varied by social mobility groups in the context of low- and middle-income countries, where high BP has become most prevalent.

Drug utilization and polypharmacy among the elderly: a survey in Rio de Janeiro City, Brazil.

OBJECTIVES: To describe drug utilization by Brazilian retirees with an emphasis on inappropriate use. METHODS: Cross-sectional study with a simple random sample of 800 retirees of the Brazilian Institute of Social Security, 60 years of age and older, residing in Rio de Janeiro City, through face-to-face interviews. RESULTS: Medication use in the 15 days before the study was reported by 85% of the sample, with a mean of 3.7 products per person (standard deviation=2.9). About half the sample used one to four medications and a third used five or more. The highest number of drugs used per patient was 24. More women than men used multiple medications. There is a tendency toward positive association (P<0.001) between drug use and variables relating to disease and health care. This trend continues in the analysis by gender. Men who reported five or more diseases were five times more likely to use multiple drugs than men with up to two (zero, one, or two) diseases (prevalence ratio 5.21, 95% confidence interval=2.48-10.90). Women who reported five or more diseases were nearly four times more likely to use multiple drugs than women with up to two diseases (prevalence ratio 3.67, 95% confidence interval=2.24-6.02). Of the active substances used by the sample, 10% were considered inappropriate. CONCLUSIONS: To improve drug therapy for the elderly, health practitioners can take measures to reduce unwarranted use of medication and to optimize the benefits from important drugs. Further studies should be conducted to adjust lists of medications inappropriate for the elderly to the situation in developing countries.

Acurácia de informações sobre classes de medicamentos obtidas com questionário postal aplicado a idosos - Rio de Janeiro, RJ / Accuracy of drug class information obtained from a postal questionnaire to elderly respondents

OBJETIVOS: verificar a confiabilidade e a validade das informações sobre medicamentos obtidas em questionário postal, respondido por idosos, sendo a entrevista face a face o padrão-ouro. MÉTODOS: estudo seccional (Perfil de Utilização de Medicamentos por Aposentados Brasileiros), onde foram utilizadas duas abordagens (postal e domiciliar) para coleta de informações de aposentados pelo Instituto Nacional do Seguro Social (INSS) com sessenta anos de idade ou mais. Foram utilizadas também as estatísticas kappa (simples (k), ajustado (PABAK) e ponderado), índices de correlação intra-classe, indicadores de sensibilidade e especificidade, e o gráfico de Luiz et al. RESULTADOS: 234 idosos (M = 42 por cento; F = 58 por cento) responderam às duas abordagens (média = 71,7 anos). A concordância entre postal e entrevista domiciliar foi excelente (k = 0,94) para hipoglicemiantes; muito boa (k = 0,83-0,82) para inibidores da enzima conversora de angiotensina e anti-hipertensivos; boa (k = 0,71) para diuréticos; e razoável (k = 0,47) para antiinflamatórios não esteróides. A concordância foi boa (k = 0,61) para o número total de medicamentos usados. A validade da abordagem postal foi elevada, às vezes total, para os fármacos empregados no tratamento do diabetes (sensibilidade e especificidade = 100 por cento), seguidos dos anti-hipertensivos. Os menores valores obtidos foram para antiinflamatórios não esteróides (sensibilidade = 64 por cento; especificidade = 88 por cento). CONCLUSÃO: a abordagem postal pode ser usada para se obter informações acuradas sobre classes de medicamentos usados por população com idade igual ou superior a 60 anos, considerando idosos com perfil social semelhante ao dos beneficiários do INSS.

Drug utilization and polypharmacy among the elderly: a survey in Rio de Janeiro City, Brazil / Uso de medicamentos y polifarmacia en adultos mayores: encuesta en la ciudad de Rio de Janeiro, Brasil

OBJECTIVE: To describe drug utilization by Brazilian retirees with an emphasis on inappropriate use. METHODS: Cross-sectional study with a simple random sample of 800 retirees of the Brazilian Institute of Social Security, 60 years of age and older, residing in Rio de Janeiro City, through face-to-face interviews. RESULTS:Medication use in the 15 days before the study was reported by 85 percent of the sample, with a mean of 3.7 products per person (standard deviation = 2.9). About half the sample used one to four medications and a third used five or more. The highest number of drugs used per patient was 24. More women than men used multiple medications. There is a tendency toward positive association (P < 0.001) between drug use and variables relating to disease and health care. This trend continues in the analysis by gender. Men who reported five or more diseases were five times more likely to use multiple drugs than men with up to two (zero, one, or two) diseases (prevalence ratio 5.21, 95 percent confidence interval = 2.48-10.90). Women who reported five or more diseases were nearly four times more likely to use multiple drugs than women with up to two diseases (prevalence ratio 3.67, 95 percent confidence interval = 2.24-6.02). Of the active substances used by the sample, 10 percent were considered inappropriate. CONCLUSIONS:To improve drug therapy for the elderly, health practitioners can take measures to reduce unwarranted use of medication and to optimize the benefits from important drugs. Further studies should be conducted to adjust lists of medications inappropriate for the elderly to the situation in developing countries.

OBJETIVOS:Describir el uso de medicamentos en los jubilados brasileños, con énfasis en su uso inapropiado. MÉTODOSEstudio transversal mediante entrevistas presenciales a una muestra simple aleatoria de 800 jubilados del Instituto Brasileño de Seguridad Social, de 60 años de edad o más, que residen en la ciudad de Rio de Janeiro. RESULTADOS:Del total de encuestados, 85 por ciento informó el uso de medicamentos en los 15 días previos al estudio, con una media de 3,7 productos por persona (desviación estándar = 2,9). Aproximadamente la mitad de los encuestados utilizaron de uno a cuatro medicamentos y una tercera parte empleó cinco o más. El mayor número de medicamentos usado por un paciente fue de 24. Más mujeres que hombres emplearon múltiples medicamentos. Se observó una tendencia hacia una asociación positiva (P < 0,001) entre el consumo de medicamentos y las variables relacionadas con las enfermedades y la atención sanitaria. Esta tendencia se mantuvo al hacer el análisis según el sexo. Los hombres que informaron padecer cinco enfermedades o más tuvieron cinco veces más probabilidad de usar múltiples medicamentos que los hombres con dos enfermedades o menos (razón de prevalencia [RP] = 5,21; intervalo de confianza de 95 por ciento [IC95 por ciento]: 2,48 a 10,90). Las mujeres que informaron cinco enfermedades o más tuvieron casi cuatro veces más probabilidad de emplear varios medicamentos que las mujeres que padecían dos enfermedades o menos (RP = 3,67; IC95 por ciento: 2,24 a 6,02). Se consideró que 10 por ciento de las substancias activas empleadas por los encuestados eran inapropiadas. CONCLUSIONES:Para mejorar el tratamiento de los adultos mayores con medicamentos, los médicos pueden tomar medidas tendentes a reducir el uso injustificado de medicamentos y optimizar los beneficios de los medicamentos de interés. Se deben realizar estudios para ajustar las listas de medicamentos inapropiados para los adultos mayores a las condiciones de los países en desarrollo.