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1.
Eur J Neurol ; 31(2): e16139, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38015440

RESUMEN

BACKGROUND: Life's Simple 7, a lifestyle and cardiovascular index associated with cognition, has been updated to Life's Essential 8 (LE8) to include sleep. LE8 has been related to cardiovascular outcomes but its association with cognition is unclear. METHODS: In this longitudinal analysis of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil), LE8 score was based on health behaviors (diet, physical activity, nicotine exposure, and sleep health) as well as health-related factors (body mass index, blood lipids, blood glucose, and blood pressure). Cognition was assessed in three waves, 4 years apart, using the Consortium to Establish a Registry for Alzheimer's Disease - Word List, semantic and phonemic verbal fluency, the Trail-Making Test B (TMT-B), and a global composite score. We used linear mixed-model analysis, inverse probability weighting, and interaction analysis. RESULTS: At baseline, the mean age of the study cohort was 51.4 ± 8.9 years, 56% were women, and 53% were White. Higher baseline LE8 scores were associated with slower decline in global cognition (ß = 0.001, 95% confidence interval [CI] 0.001, 0.002; p < 0.001), memory (ß = 0.001, 95% CI 0.000, 0.002; p = 0.013), verbal fluency (ß = 0.001, 95% CI 0.000, 0.002; p = 0.003), and TMT-B (ß = 0.004, 95% CI 0.003, 0.005; p < 0.001). This association was mainly driven by LE8 health factors, particularly blood glucose and blood pressure. Age, sex, and race were modifiers of the association between LE8 and global cognitive decline (p < 0.001), suggesting it was more pronounced in older, male, and Black participants. CONCLUSIONS: Higher baseline LE8 scores were associated with slower global and domain-specific cognitive decline during 8 years of follow-up, mainly due to health factors such as blood glucose and blood pressure. Sociodemographic factors were modifiers of this association.


Asunto(s)
Enfermedades Cardiovasculares , Disfunción Cognitiva , Adulto , Humanos , Masculino , Femenino , Anciano , Persona de Mediana Edad , Estudios Longitudinales , Factores de Riesgo , Glucemia , Disfunción Cognitiva/epidemiología , Cognición/fisiología , Enfermedades Cardiovasculares/epidemiología
2.
Prev Med ; 177: 107755, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37931661

RESUMEN

OBJECTIVE: Expressing the cardiovascular disease (CVD) risk in relation to peers may complement the estimation of absolute CVD risk. We aimed to determine 10-year CVD risk percentiles by sex and age in the Brazilian population and evaluate their association with estimated long-term atherosclerotic CVD (ASCVD) risk. METHODS: A cross-sectional analysis of baseline data from the ELSA-Brasil study was conducted in individuals aged 40-74 years without prior ASCVD. Ten-year CVD risk and long-term ASCVD risk were estimated by the WHO risk score and the Multinational Cardiovascular Risk Consortium tool, respectively. Ten-year risk percentiles were determined by ranking the calculated risks within each sex and age group. RESULTS: Ten-year CVD risk versus percentile plots were constructed for each sex and age group using data from 13,364 participants (55% females; median age, 52 [IQR, 46-59] years). Long-term ASCVD risk was calculated in 12,973 (97.1%) participants. Compared to individuals at the <25th risk percentile, those at the ≥75th percentile had a greater risk of being in the highest quartile of long-term risk (ORs [95% CIs] 6.57 [5.18-8.30] in females and 11.59 [8.42-15.96] in males) in regression models adjusted for age, race, education, and 10-year CVD risk. In both sexes, the association between risk percentile and long-term risk weakened after age 50. A tool for calculating 10-year CVD risk and the corresponding percentile is available at https://bit.ly/3CzPUi6. CONCLUSIONS: We established percentiles of predicted 10-year CVD risk by sex and age in the Brazilian population, which independently reflect the estimated long-term ASCVD risk in younger individuals.


Asunto(s)
Aterosclerosis , Enfermedades Cardiovasculares , Masculino , Femenino , Humanos , Persona de Mediana Edad , Enfermedades Cardiovasculares/epidemiología , Brasil/epidemiología , Estudios Transversales , Medición de Riesgo , Aterosclerosis/epidemiología , Factores de Riesgo
3.
Br J Nutr ; 130(4): 575-587, 2023 08 28.
Artículo en Inglés | MEDLINE | ID: mdl-36329652

RESUMEN

This study aimed to identify patterns of anthropometric trajectories throughout life and to analyse their association with the occurrence of sarcopenia in people from the Longitudinal Study of Adult Health (ELSA-Brasil). It is a cross-sectional study involving 9670 public servants, aged 38-79 years, who answered the call for new data collection and exams, conducted approximately 4 years after the study baseline (2012-2014). Data sequence analysis was used to identify patterns of anthropometric trajectory. A theoretical model was elaborated based on the directed acyclic graph (DAG) to select the variables of minimum adjustment in the analysis of the causal effect between trajectory and sarcopenia. Poisson regression with robust variance was adopted for data analysis. The patterns of change in the anthropometric trajectory were classified in stable weight (T1); change to normal weight (T2); change to excess weight (T3); weight fluctuation (T4) and change to low weight (T5). The prevalence of sarcopenia in men and women who changed the anthropometric path for the low weight was twice as large when compared to participants with a stable weight trajectory. A protective effect of the excess weight trajectory was observed for the occurrence of sarcopenia in them. The results pointed to the need for health policies that encourage the proper management of body components in order to prevent and control obesity, as well as to preserve the quantity and quality of skeletal muscle mass throughout life, especially in older adults.


Asunto(s)
Trayectoria del Peso Corporal , Sarcopenia , Masculino , Humanos , Femenino , Anciano , Sarcopenia/epidemiología , Estudios Longitudinales , Estudios Transversales , Obesidad/epidemiología
4.
Artículo en Inglés | MEDLINE | ID: mdl-37261675

RESUMEN

PURPOSE: To investigate the association between statins and muscle problems in a highly diverse sample of Brazilian civil servants. METHODS: We conducted a cross-sectional data analysis at baseline of the ELSA-Brasil MSK cohort. Pain was identified through self-reported symptoms in large muscle groups (lower back and/or hips/thighs). Muscle strength was assessed using the five-times-sit-to-stand (FTSTS) and handgrip tests, with weakness defined as the lowest and highest quintiles of age- and sex-stratified handgrip strength and FTSTS performance time, respectively. Multivariable logistic regression analyses were conducted to investigate the association between statin use and muscle pain and weakness. Secondary analyses explored the impact of different types of statins and their duration of use on the response variables. RESULTS: A total of 2156 participants (mean age 55.6 ± SD 8.9, 52.8% women) were included, of whom 21.1% were taking statins and 25.1% reported muscle pain. We found no significant association between statin use and muscle problems. Secondary analysis on different types of statins revealed an association between atorvastatin and muscle weakness, as measured by the five-times-sit-to-stand test (OR 1.94, 95% CI 1.12-3.37), but not by the handgrip test (OR 0.75, 95% CI 0.29-1.42). No evidence was found to support a link between the duration of statin treatment and muscle problems. CONCLUSIONS: This study challenges previous claims of an efficacy-effectiveness gap between experimental and observational literature on statins. The findings indicate that statin use does not contribute to muscular problems.

5.
Eur J Neurol ; 29(7): 1903-1912, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35262995

RESUMEN

BACKGROUND AND PURPOSE: The association between alcohol intake and cognitive decline has been widely studied. Sex differences and cognitive domains affected by alcohol intake patterns make this topic complex. The objective of this study was to investigate the effect of alcohol intake on cognition in middle-aged participants in the Brazilian Longitudinal Study of Adult Health by sex during 4 years of follow-up. METHODS: A total of 7595 participants (55% women) aged between 50 and 75 years at baseline were assessed. Semantic and phonemic fluency, memory, and executive functions were assessed at baseline (2008-2010) and repeated during Visit 2. Linear mixed models were used to investigate the association between cognition and current abstainers, never drinkers, light drinkers, moderate drinkers, and heavy drinkers. RESULTS: Heavy alcohol intake accentuated the decline in executive functions for men (ß = -0.01, p < 0.05), and in semantic fluency (ß = -0.02, p < 0.05) and memory (ß = -0.02, p < 0.05) for women. Never drinker men also showed an accentuated decline in semantic fluency (ß = -0.02, p < 0.01). Moderate alcohol intake slowed cognitive decline in phonemic fluency for men (ß = 0.02, p < 0.01) and women (ß = 0.01, p < 0.01), and in executive functions (ß = 0.01, p < 0.05) for women. CONCLUSIONS: Having more than 14 drinks per week can impact executive functions in men and memory in women. In addition, alcohol consumption of seven to 14 drinks per week may have a protective effect on gender-specific cognitive functions. These findings should be considered in public health policies and guidelines on alcohol and cognitive aging.


Asunto(s)
Disfunción Cognitiva , Caracteres Sexuales , Adulto , Anciano , Consumo de Bebidas Alcohólicas/epidemiología , Consumo de Bebidas Alcohólicas/psicología , Brasil/epidemiología , Disfunción Cognitiva/epidemiología , Disfunción Cognitiva/etiología , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad
6.
Nutr Metab Cardiovasc Dis ; 32(3): 675-683, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-35123853

RESUMEN

BACKGROUND AND AIMS: Diet plays a central role in regulating inflammation and is closely related to the development of chronic diseases. We aimed to develop an inflammatory food index (IFI) based on the relationship of food items with biomarkers of inflammation and to evaluate its association with weight gain and type 2 diabetes. METHODS AND RESULTS: A sample of 9909 participants of the ELSA-Brasil study was analyzed. Standardized measurements including interviews, anthropometry, and laboratory exams were performed at baseline and follow-up. A baseline food frequency questionnaire was used to derive IFI scores using reduced rank regression (RRR). The inflammatory pattern derived included 11 pro-inflammatory food groups: processed meat, red meat, pork, sugary soda, and hot dogs. The anti-inflammatory pattern included seven food groups: fruits, nuts, and wine. The IFI score, adjusted through logistic regression for multiple sociodemographic, behavioral, and clinical covariates, including body mass index, predicted the development of a large weight gain (tertile 3 vs. 1: OR = 1.30; 95%CI 1.08-1.55). The score, adjusted for sociodemographic factors through proportional hazard models, predicted incident diabetes (tertile 3 vs. 1: HR = 1.26; 95%CI 1.04-1.52). CONCLUSION: These findings support the hypothesis that subclinical inflammation caused by a pro-inflammatory food pattern, characterized mainly by greater ultra-processed food consumption, underlies weight gain and the development of type 2 diabetes. This study was registered at clinicaltrials.com as NCT02320461.


Asunto(s)
Diabetes Mellitus Tipo 2 , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Mellitus Tipo 2/etiología , Dieta/efectos adversos , Comida Rápida , Humanos , Incidencia , Estudios Longitudinales , Aumento de Peso
7.
Am J Hum Biol ; 34(2): e23606, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-33909940

RESUMEN

OBJECTIVE: To estimate annual weight gain and the incidence of overweight and obesity, stratified according to gender and socioeconomic factors. METHODS: From the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil), we included 13 625 women and men aged 35-74 (2008-2010) who attended a follow-up visit after a mean 3.8-years. Standardized questionnaires were used to record sociodemographic data, and height and weight were measured on all participants during in-person visits at research centers. The incidence rate to overweight was calculated among those not having excess weight at baseline, and incident obesity among those not having this condition at baseline. We evaluated the incidence of overweight and obesity in men and women, adjusted by age, through Poisson regression with robust variance. Large annual weight gain by gender was being defined as ≥90th percentile in the cohort. RESULTS: A global incidence of 7.7% for overweight and 10.6% for obesity was observed, with higher levels seen among black woman (28.5%), young men (21.1%) and woman with low educational level (35.0%). The proportions of overweight and obesity increased with age at both time points, more commonly among those with the lowest levels of per capita income and fewer years of schooling. Large annual weight gain was greater among participants with an intermediate level of education and those who self-identified as black. CONCLUSIONS: A high overall risk of becoming overweight/obese was found, especially among women. The roles of race and education level are fundamental to understanding the effects produced by social inequalities in rates of excess weight.


Asunto(s)
Sobrepeso , Aumento de Peso , Adulto , Anciano , Índice de Masa Corporal , Peso Corporal , Brasil/epidemiología , Femenino , Humanos , Incidencia , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Sobrepeso/epidemiología , Sobrepeso/etiología , Factores de Riesgo
8.
Diabetologia ; 64(2): 385-396, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33159534

RESUMEN

AIMS/HYPOTHESIS: Type 2 diabetes prevention requires the accurate identification of those at high risk. Beyond the association of fasting serum triacylglycerols with diabetes, triacylglycerol-enriched remnant lipoproteins (TRLs) more accurately reflect pathophysiological changes that underlie progression to diabetes, such as hepatic insulin resistance, pancreatic steatosis and systemic inflammation. We hypothesised that TRL-related factors could improve risk prediction for incident diabetes. METHODS: We included individuals from the Brazilian Longitudinal Study of Adult Health cohort. We trained a logistic regression model for the risk of incident diabetes in 80% of the cohort using tenfold cross-validation, and tested the model in the remaining 20% of the cohort (test set). Variables included medical history and traits of the metabolic syndrome, followed by TRL-related measurements (plasma concentration, TRL particle diameter, cholesterol and triacylglycerol content). TRL features were measured using NMR spectroscopy. Discrimination was assessed using the area under the receiver operating characteristic curve (AUROC) and the area under the precision-recall curve (AUPRC). RESULTS: Among 4463 at-risk individuals, there were 366 new cases of diabetes after a mean (±SD) of 3.7 (±0.63) years of follow-up. We derived an 18-variable model with a global AUROC of 0.846 (95% CI: 0.829, 0.869). Overall TRL-related markers were not associated with diabetes. However, TRL particle diameter increased the AUROC, particularly in individuals with HbA1c <39 mmol/mol (5.7%) (hold-out test set [n = 659]; training-validation set [n = 2638]), but not in individuals with baseline HbA1c 39-46 mmol/mol (5.7-6.4%) (hold-out test set [n = 233]; training-validation set [n = 933]). In the subgroup with baseline HbA1c <39 mmol/mol (5.7%), AUROC in the test set increased from 0.717 (95% CI 0.603, 0.818) to 0.794 (95% CI 0.731, 0.862), and AUPRC in the test set rose from 0.582 to 0.701 when using the baseline model and the baseline model plus TRL particle diameter, respectively. TRL particle diameter was highly correlated with obesity, insulin resistance and inflammation in those with impaired fasting glucose at baseline, but less so in those with HbA1c <39 mmol/mol (5.7%). CONCLUSIONS/INTERPRETATION: TRL particle diameter improves the prediction of diabetes, but only in individuals with HbA1c <39 mmol/mol (5.7%) at baseline. These data support TRL particle diameter as a risk factor that is changed early in the course of the pathophysiological processes that lead to the development of type 2 diabetes, even before glucose abnormalities are established. Graphical abstract.


Asunto(s)
Diabetes Mellitus Tipo 2/epidemiología , Lipoproteínas/sangre , Tamaño de la Partícula , Triglicéridos/sangre , Adulto , Área Bajo la Curva , Brasil/epidemiología , Colesterol/sangre , Femenino , Humanos , Incidencia , Lipoproteínas/química , Lipoproteínas LDL/sangre , Lipoproteínas LDL/química , Lipoproteínas VLDL/sangre , Lipoproteínas VLDL/química , Modelos Logísticos , Estudios Longitudinales , Espectroscopía de Resonancia Magnética , Masculino , Síndrome Metabólico/sangre , Persona de Mediana Edad , Curva ROC , Reproducibilidad de los Resultados , Medición de Riesgo , Triglicéridos/química
9.
Emerg Infect Dis ; 27(8): 2135-2143, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34087090

RESUMEN

We assessed the associations of social distancing and mask use with symptomatic, laboratory-confirmed severe acute respiratory syndrome coronavirus 2 infection in Porto Alegre, Brazil. We conducted a population-based case-control study during April-June 2020. Municipal authorities furnished case-patients, and controls were taken from representative household surveys. In adjusted logistic regression analyses of 271 case-patients and 1,396 controls, those reporting moderate to greatest adherence to social distancing had 59% (odds ratio [OR] 0.41, 95% CI 0.24-0.70) to 75% (OR 0.25, 95% CI 0.15-0.42) lower odds of infection. Lesser out-of-household exposure (vs. going out every day all day) reduced odds from 52% (OR 0.48, 95% CI 0.29-0.77) to 75% (OR 0.25, 95% CI 0.18-0.36). Mask use reduced odds of infection by 87% (OR 0.13, 95% CI 0.04-0.36). In conclusion, social distancing and mask use while outside the house provided major protection against symptomatic infection.


Asunto(s)
COVID-19 , SARS-CoV-2 , Brasil/epidemiología , Estudios de Casos y Controles , Humanos , Máscaras , Distanciamiento Físico
10.
J Nutr ; 151(5): 1231-1240, 2021 05 11.
Artículo en Inglés | MEDLINE | ID: mdl-33693815

RESUMEN

BACKGROUND: The consumption of legumes is promoted as part of a healthy diet in many countries but associations of total and types of legume consumption with type 2 diabetes (T2D) are not well established. Analyses across diverse populations are lacking despite the availability of unpublished legume consumption data in prospective cohort studies. OBJECTIVE: To examine the prospective associations of total and types of legume intake with the risk of incident T2D. METHODS: Meta-analyses of associations between total legume, pulse, and soy consumption and T2D were conducted using a federated approach without physical data-pooling. Prospective cohorts were included if legume exposure and T2D outcome data were available and the cohort investigators agreed to participate. We estimated incidence rate ratios (IRRs) and CIs of associations using individual participant data including ≤42,473 incident cases among 807,785 adults without diabetes in 27 cohorts across the Americas, Eastern Mediterranean, Europe, and Western Pacific. Random-effects meta-analysis was used to combine effect estimates and estimate heterogeneity. RESULTS: Median total legume intake ranged from 0-140 g/d across cohorts. We observed a weak positive association between total legume consumption and T2D (IRR = 1.02, 95% CI: 1.01 to 1.04) per 20 g/d higher intake, with moderately high heterogeneity (I2 = 74%). Analysis by region showed no evidence of associations in the Americas, Eastern Mediterranean, and Western Pacific. The positive association in Europe (IRR = 1.05, 95% CI: 1.01 to 1.10, I2 = 82%) was mainly driven by studies from Germany, UK, and Sweden. No evidence of associations was observed for the consumption of pulses or soy. CONCLUSIONS: These findings suggest no evidence of an association of legume intakes with T2D in several world regions. The positive association observed in some European studies warrants further investigation relating to overall dietary contexts in which legumes are consumed, including accompanying foods which may be positively associated with T2D.


Asunto(s)
Diabetes Mellitus Tipo 2 , Dieta , Fabaceae , Salud Global , Proteínas de Soja , Estudios de Cohortes , Humanos , Incidencia , Factores de Riesgo
11.
Pharmacoepidemiol Drug Saf ; 30(6): 749-757, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33772928

RESUMEN

PURPOSE: To determine whether desirable diabetes control is associated with polypharmacy and to evaluate potential drug interactions (DI) in participants with diabetes mellitus in the Brazilian Longitudinal Study on Adult Health (ELSA-Brasil). METHODS: This cross-sectional study included 1418 participants with medical diagnosis of diabetes at study baseline (2008-2010). Polypharmacy was defined as the use of ≥5 drugs. We described the frequency of the most common pharmacological groups used by patients and the potential DI.The association between desirable diabetes control (normal A1c, blood pressure and lipid levels) and polypharmacy was investigated using logistic regression. RESULTS: Most participants were men (52.5%), mean age 57.6 (SD 8.4) years, educated to the university level (39.4%), and self-reported as white (42.9%). In this study, 7.1% (n = 101) of participants had desirable control of diabetes, while 40.4% (n = 573) used polypharmacy, and this use was not significantly associated with better diabetes control (adjusted odds ratio (OR = 1.35 [95%CI 0.86-2.13] P = .19).The pharmacological groups most frequently used were oral antidiabetics followed by acetylsalicylic acid, angiotensin-converting enzyme inhibitors (ACE inhibitors) and statins.The prevalence of potentially mild, moderate and severe DI were, respectively, 2.5%, 14.7% and 0.9%; however, in the desirable control of DM group, these potential DI were related to comorbidity control. CONCLUSION: Faced with the importance of achieving optimal control of diabetes and minimizing risks of potential DI, these results, which are in keeping with previous findings described in the literature, might indicate that guidelines for the patient-centered management of control of diabetes must be revised.


Asunto(s)
Diabetes Mellitus , Polifarmacia , Adulto , Brasil/epidemiología , Estudios Transversales , Diabetes Mellitus/tratamiento farmacológico , Diabetes Mellitus/epidemiología , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad
12.
N Engl J Med ; 377(1): 13-27, 2017 07 06.
Artículo en Inglés | MEDLINE | ID: mdl-28604169

RESUMEN

BACKGROUND: Although the rising pandemic of obesity has received major attention in many countries, the effects of this attention on trends and the disease burden of obesity remain uncertain. METHODS: We analyzed data from 68.5 million persons to assess the trends in the prevalence of overweight and obesity among children and adults between 1980 and 2015. Using the Global Burden of Disease study data and methods, we also quantified the burden of disease related to high body-mass index (BMI), according to age, sex, cause, and BMI in 195 countries between 1990 and 2015. RESULTS: In 2015, a total of 107.7 million children and 603.7 million adults were obese. Since 1980, the prevalence of obesity has doubled in more than 70 countries and has continuously increased in most other countries. Although the prevalence of obesity among children has been lower than that among adults, the rate of increase in childhood obesity in many countries has been greater than the rate of increase in adult obesity. High BMI accounted for 4.0 million deaths globally, nearly 40% of which occurred in persons who were not obese. More than two thirds of deaths related to high BMI were due to cardiovascular disease. The disease burden related to high BMI has increased since 1990; however, the rate of this increase has been attenuated owing to decreases in underlying rates of death from cardiovascular disease. CONCLUSIONS: The rapid increase in the prevalence and disease burden of elevated BMI highlights the need for continued focus on surveillance of BMI and identification, implementation, and evaluation of evidence-based interventions to address this problem. (Funded by the Bill and Melinda Gates Foundation.).


Asunto(s)
Obesidad/epidemiología , Adulto , Índice de Masa Corporal , Enfermedades Cardiovasculares/complicaciones , Enfermedades Cardiovasculares/mortalidad , Niño , Femenino , Salud Global , Humanos , Masculino , Obesidad/complicaciones , Sobrepeso/complicaciones , Sobrepeso/epidemiología , Obesidad Infantil/epidemiología , Prevalencia
13.
Eur J Clin Invest ; 50(12): e13349, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-32654127

RESUMEN

BACKGROUND: We aimed to analyse if the effects of coexistent diabetes and subclinical hypothyroidism extend to the cardio autonomic nervous system, using heart rate variability baseline data from the Brazilian Longitudinal Study of Adult Health. MATERIALS AND METHODS: Heart rate variability analyses were performed by linear time and frequency domains in 5-minute time series collected in the supine position. The associations of diabetes and subclinical hypothyroidism with the lowest quartile group for heart rate and the highest quartile group for each heart rate variability parameter were analysed using additive and multiplicative terms in logistic models. For the first approach, the subsample was categorized into four groups: subjects without diabetes and normal thyroid function (controls); subjects without diabetes and subclinical hypothyroidism; patients with diabetes and normal thyroid function; and patients with diabetes and subclinical hypothyroidism. For the interaction alnalysis, diabetes and subclinical hypothyroidism diagnoses were included in separate, along with a multiplicative interaction term between them. RESULTS: Point odds ratio estimates for the 4th quartiles of heart rate, and 1st quartiles of all heart rate variability measurements were higher for subjects with combined diabetes and subclinical hypothyroidism than for diabetes only, independently of main sociodemographic and clinical variables (HR: 8.33 vs 2.63; SDNN: 2.59 vs 1.61; RMSSD: 2.37 vs 1.42; LF: 2.83 vs 1.71; HF: 3.06 vs 1.39), but not independently of HbA1c and TSH. Only the interaction term for the association with heart rate, adjusted for sociodemographic and clinical variables, had borderline statistical significance. CONCLUSION: Diabetes and subclinical hypothyroidism exert a potential joint impact on cardiac autonomic control, showed by additive effects between diabetes and subclinical hypothyroidism, as well as a significant interaction term for the association with heart rate.


Asunto(s)
Enfermedades Asintomáticas , Sistema Nervioso Autónomo/fisiopatología , Diabetes Mellitus/fisiopatología , Frecuencia Cardíaca , Hipotiroidismo/fisiopatología , Adulto , Anciano , Brasil , Femenino , Humanos , Hipotiroidismo/sangre , Hipotiroidismo/complicaciones , Masculino , Persona de Mediana Edad
14.
Popul Health Metr ; 18(Suppl 1): 20, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32993689

RESUMEN

BACKGROUND: Registered causes in vital statistics classified as garbage codes (GC) are considered indicators of quality of cause-of-death data. Our aim was to describe temporal changes in this quality in Brazil, and the leading GCs according to levels assembled for the Global Burden of Disease (GBD) study. We also assessed socioeconomic differences in the burden of different levels of GCs at a regional level. METHODS: We extracted data from the Brazilian Mortality Information System from 1996 to 2016. All three- and four-digit ICD-10 codes considered GC were selected and classified into four categories, according to the GBD study proposal. GC levels 1 and 2 are the most damaging unusable codes, or major GCs. Proportionate distribution of deaths by GC levels according selected variables were performed. Age-standardized mortality rates after correction of underreporting of deaths were calculated to investigate temporal relationships as was the linear association adjusted for completeness between GC rates in states and the Sociodemographic Index (SDI) from the GBD study, for 1996-2005 and 2006-2016. We classified Brazilian states into three classes of development by applying tertiles cutoffs in the SDI state-level estimates. RESULTS: Age-standardized mortality rates due to GCs in Brazil decreased from 1996 to 2016, particularly level 1 GCs. The most important GC groups were ill-defined causes (level 1) in 1996, and pneumonia unspecified (level 4) in 2016. At state level, there was a significant inverse association between SDI and the rate of level 1-2 GCs in 1996-2005, but both SDI and completeness had a non-expected significant direct association with levels 3-4. In 2006-2016, states with higher SDIs tended to have lower rates of all types of GCs. Mortality rates due to major GCs decreased in all three SDI classes in 1996-2016, but GC levels 3-4 decreased only in the high SDI category. States classified in the low or medium SDI groups were responsible for the most important decline of major GCs. CONCLUSION: Occurrence of major GCs are associated with socioeconomic determinants over time in Brazil. Their reduction with decreasing disparity in rates between socioeconomic groups indicates progress in reducing inequalities and strengthening cause-of-death statistics in the country.


Asunto(s)
Causas de Muerte/tendencias , Recolección de Datos/normas , Carga Global de Enfermedades/estadística & datos numéricos , Brasil/epidemiología , Humanos , Características de la Residencia , Determinantes Sociales de la Salud/estadística & datos numéricos , Factores Socioeconómicos
15.
Popul Health Metr ; 18(Suppl 1): 12, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32993673

RESUMEN

BACKGROUND: The prevalence and burden of musculoskeletal (MSK) conditions are growing around the world, and low back pain (LBP) is the most significant of the five defined MSK disorders in the Global Burden of Disease (GBD) study. LBP has been the leading cause of non-fatal health loss for the last three decades. The objective of this study is to describe the current status and trends of the burden due to LBP in Brazil based on information drawn from the GBD 2017 study. METHODS: We estimated prevalence and years lived with disability (YLDs) for LBP by Brazilian federative units, sex, age group, and age-standardized between 1990 and 2017 and conducted a decomposition analysis of changes in age- and sex-specific YLD rates attributable to total population growth and population ageing for the purpose of understanding the drivers of changes in LBP YLDs rates in Brazil. Furthermore, we analyzed the changes in disability-adjusted life years (DALYs) rankings for this disease over the period. RESULTS: The results show high prevalence and burden of LBP in Brazil. LBP prevalence increased 26.83% (95% UI 23.08 to 30.41) from 1990 to 2017. This MSK condition represents the most important cause of YLDs in Brazil, where the increase in burden is mainly related to increase in population size and ageing. The LBP age-standardized YLDs rate are similar among Brazilian federative units. LBP ranks in the top three causes of DALYs in Brazil, even though it does not contribute to mortality. CONCLUSIONS: Findings from this study show LBP to be the most important cause of YLDs and the 3rd leading cause of DALYs in Brazil. The Brazilian population is ageing, and the country has been experiencing a rapid epidemiological transition, which generates an increasing number of people who need chronic care. In this scenario, more attention should be paid to the burden of non-fatal health conditions.


Asunto(s)
Carga Global de Enfermedades/estadística & datos numéricos , Dolor de la Región Lumbar/epidemiología , Adolescente , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Brasil/epidemiología , Niño , Preescolar , Costo de Enfermedad , Femenino , Salud Global , Humanos , Esperanza de Vida , Masculino , Persona de Mediana Edad , Años de Vida Ajustados por Calidad de Vida , Distribución por Sexo , Factores Socioeconómicos , Adulto Joven
16.
Popul Health Metr ; 18(Suppl 1): 9, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32993680

RESUMEN

BACKGROUND: The Global Burden of Diseases (GBD) 2017 database permits an up-to-date evaluation of the frequency and burden of diabetes at the state level in Brazil and by type of diabetes. The objective of this report is to describe, using these updated GBD data, the current and projected future burden of diabetes and hyperglycemia in Brazil, as well as its variation over time and space. METHODS: We derived all estimates using the GBD 2016 and 2017 databases to characterize disease burden related to diabetes and hyperglycemia in Brazil, from 1990 to 2040, using standard GBD methodologies. RESULTS: The overall estimated prevalence of diabetes in Brazil in 2017 was 4.4% (95%UI 4.0-4.9%), with 4.0% of those with diabetes being identified as having type 1 disease. While the crude prevalence of type 1 disease has remained relatively stable from 1990, type 2 prevalence has increased 30% for males and 26% for females. In 2017, approximately 3.3% of all disability-adjusted life years lost were due to diabetes and 5.9% to hyperglycemia. Diabetes prevalence and mortality were highest in the Northeast region and growing fastest in the North, Northeast, and Center-West regions. Over this period, despite a slight decrease in age-standardized incidence of type 2 diabetes, crude overall burden due to hyperglycemia has increased 19%, with population aging being a main cause for this rise. Cardiovascular diseases, responsible for 38.3% of this burden in 1990, caused only 25.9% of it in 2017, with premature mortality attributed directly to diabetes causing 31.6% of the 2017 burden. Future projections suggest that the diabetes mortality burden will increase 144% by 2040, more than twice the expected increase in crude disease burden overall (54%). By 2040, diabetes is projected to be Brazil's third leading cause of death and hyperglycemia its third leading risk factor, in terms of deaths. CONCLUSIONS: The disease burden in Brazil attributable to diabetes and hyperglycemia, already large, is predicted by GBD estimates to more than double to 2040. Strong actions by the Ministry of Health are necessary to counterbalance the major deleterious effects of population aging.


Asunto(s)
Diabetes Mellitus/epidemiología , Carga Global de Enfermedades/estadística & datos numéricos , Hiperglucemia/epidemiología , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Brasil/epidemiología , Enfermedades Cardiovasculares/epidemiología , Femenino , Salud Global , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Prevalencia , Años de Vida Ajustados por Calidad de Vida , Características de la Residencia , Factores de Riesgo , Distribución por Sexo , Factores Socioeconómicos , Adulto Joven
17.
Popul Health Metr ; 18(Suppl 1): 14, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32993668

RESUMEN

BACKGROUND: Brazil is the world's fifth most populous nation, and is currently experimenting a fast demographic aging process in a context of scarce resources and social inequalities. To understand the health profile of older adults in Brazil is fundamental for planning public policies. METHODS: The estimates were derived from data obtained through the collaboration between the Brazilian Ministry of Health and the Institute of Health Metrics and Evaluation of the University of Washington. The Brazilian Institute of Geography and Statistics provided the population estimates. Data on causes of death came from the Mortality Information System. To calculate morbidity, population-based studies on the prevalence of diseases in Brazil were comprehensively searched, in addition to information obtained from national databases such as the Hospital Information System, the Outpatient Information System, and the Injury Information System. We presented the Global Burden of Disease (GBD) 2017 estimates among Brazilian older adults (60+ years old) for life expectancy at birth (LE), healthy life expectancy (HALE), cause-specific mortality, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life years (DALYs), from 2000 to 2017. RESULTS: LE at birth significantly increased from 71.3 years (95% UI to 70.9-71.8) to 75.2 years (95% UI 74.7-75.7). There was a trend of increasing HALE, from 62.2 years (95% UI 59.54-64.5) to 65.5 years (95% UI 62.6-68.0). The proportion of DALYs among older adults increased from 7.3 to 10.3%. Chronic noncommunicable diseases are the leading cause of death among middle aged and older adults, while Alzheimer's disease is a leading cause only among older adults. Mood disorders, musculoskeletal pain, and hearing or vision losses are among the leading causes of disability. CONCLUSIONS: The increase in LE and the decrease of the DALYs rates are probably results of the improvement of social conditions and health policies. However, the smaller increase of HALE than LE means that despite living more, people spend a substantial time of their old age with disability and illness. Preventable or potentially controllable diseases are responsible for most of the burden of disease among Brazilian older adults. Health investments are necessary to obtain longevity with quality of life in Brazil.


Asunto(s)
Toma de Decisiones , Carga Global de Enfermedades/estadística & datos numéricos , Política de Salud , Esperanza de Vida/tendencias , Mortalidad/tendencias , Anciano , Anciano de 80 o más Años , Brasil/epidemiología , Humanos , Persona de Mediana Edad , Años de Vida Ajustados por Calidad de Vida , Características de la Residencia , Factores Socioeconómicos
18.
Popul Health Metr ; 18(Suppl 1): 17, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32993676

RESUMEN

BACKGROUND: Hypertension remains the leading risk factor for cardiovascular disease (CVD) worldwide, and its impact in Brazil should be assessed in order to better address the issue. We aimed to describe trends in prevalence and burden of disease attributable to high systolic blood pressure (HSBP) among Brazilians ≥ 25 years old according to sex and federal units (FU) using the Global Burden of Disease (GBD) 2017 estimates. METHODS: We used the comparative risk assessment developed for the GBD study to estimate trends in attributable deaths and disability-adjusted life-years (DALY), by sex, and FU for HSBP from 1990 to 2017. This study included 14 HSBP-outcome pairs. HSBP was defined as ≥ 140 mmHg for prevalence estimates, and a theoretical minimum risk exposure level (TMREL) of 110-115 mmHg was considered for disease burden. We estimated the portion of deaths and DALYs attributed to HSBP. We also explored the drivers of trends in HSBP burden, as well as the correlation between disease burden and sociodemographic development index (SDI). RESULTS: In Brazil, the prevalence of HSBP is 18.9% (95% uncertainty intervals [UI] 18.5-19.3%), with an annual 0.4% increase rate, while age-standardized death rates attributable to HSBP decreased from 189.2 (95%UI 168.5-209.2) deaths to 104.8 (95%UI 94.9-114.4) deaths per 100,000 from 1990 to 2017. In spite of that, the total number of deaths attributable to HSBP increased 53.4% and HSBP raised from 3rd to 1st position, as the leading risk factor for deaths during the period. Regarding total DALYs, HSBP raised from 4th in 1990 to 2nd cause in 2017. The main driver of change of HSBP burden is population aging. Across FUs, the reduction in the age-standardized death rates attributable to HSBP correlated with higher SDI. CONCLUSIONS: While HSBP prevalence shows an increasing trend, age-standardized death and DALY rates are decreasing in Brazil, probably as results of successful public policies for CVD secondary prevention and control, but suboptimal control of its determinants. Reduction was more significant in FUs with higher SDI, suggesting that the effect of health policies was heterogeneous. Moreover, HSBP has become the main risk factor for death in Brazil, mainly due to population aging.


Asunto(s)
Carga Global de Enfermedades/estadística & datos numéricos , Hipertensión/epidemiología , Adulto , Distribución por Edad , Anciano , Presión Sanguínea , Brasil/epidemiología , Costo de Enfermedad , Femenino , Salud Global , Humanos , Hipertensión/mortalidad , Esperanza de Vida , Masculino , Persona de Mediana Edad , Años de Vida Ajustados por Calidad de Vida , Características de la Residencia , Distribución por Sexo , Factores Socioeconómicos
19.
Popul Health Metr ; 18(Suppl 1): 16, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32993685

RESUMEN

BACKGROUND: Monitoring and reducing premature mortality due to non-communicable diseases (NCDs) is a global priority of Agenda 2030. This study aimed to describe the mortality trends and disability-adjusted life years (DALYs) lost due to NCDs between 1990 and 2017 for Brazil and to project those for 2030 as well as the risk factors (RFs) attributed deaths according to estimates of the Global Burden of Disease Study. METHODS: We analyzed cardiovascular diseases, chronic respiratory diseases, neoplasms, and diabetes, and compared the mortality rates in 1990 and 2017 for all of Brazil and states. The study used the definition of premature mortality (30-69 years) that is used by the World Health Organization. The number of deaths, mortality rates, DALYs, and years of life lost (YLL) were used to compare 1990 and 2017. We analyzed the YLL for NCDs attributable to RFs. RESULTS: There was a reduction of 35.3% from 509.1 deaths/100,000 inhabitants (1990) to 329.6 deaths/100,000 inhabitants due to NCDs in 2017. The DALY rate decreased by 33.6%, and the YLL rate decreased by 36.0%. There were reductions in NCDs rates in all 27 states. The main RFs related to premature deaths by NCDs in 2017 among women were high body mass index (BMI), dietary risks, high systolic blood pressure, and among men, dietary risks, high systolic blood pressure, tobacco, and high BMI. Trends in mortality rates due to NCDs declined during the study period; however, after 2015, the curve reversed, and rates fluctuated and tended to increase. CONCLUSION: Our findings highlighted a decline in premature mortality rates from NCDs nationwide and in all states. There was a greater reduction in deaths from cardiovascular diseases, followed by respiratory diseases, and we observed a minor reduction for those from diabetes and neoplasms. The observed fluctuations in mortality rates over the last 3 years indicate that if no further action is taken, we may not achieve the NCD Sustainable Development Goals. These findings draw attention to the consequences of austerity measures in a socially unequal setting with great regional disparities in which the majority of the population is dependent on state social policies.


Asunto(s)
Carga Global de Enfermedades/estadística & datos numéricos , Mortalidad Prematura/tendencias , Enfermedades no Transmisibles/epidemiología , Adulto , Distribución por Edad , Anciano , Presión Sanguínea , Índice de Masa Corporal , Brasil/epidemiología , Costo de Enfermedad , Dieta , Femenino , Salud Global , Humanos , Esperanza de Vida , Masculino , Persona de Mediana Edad , Años de Vida Ajustados por Calidad de Vida , Características de la Residencia , Factores de Riesgo , Distribución por Sexo , Factores Socioeconómicos , Uso de Tabaco/epidemiología
20.
Popul Health Metr ; 18(Suppl 1): 18, 2020 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-32993699

RESUMEN

BACKGROUND: The prevalence and burden of disease resulting from obesity have increased worldwide. In Brazil, more than half of the population is now overweight. However, the impact of this growing risk factor on disease burden remains inexact. Using the 2017 Global Burden of Disease (GBD) results, this study sought to estimate mortality and disability-adjusted life years (DALYs) lost to non-communicable diseases caused by high body mass index (BMI) in both sexes and across age categories. This study also aimed to describe the prevalence of overweight and obesity throughout the states of Brazil. METHODS: Age-standardized prevalence of overweight and obesity were estimated between 1990 and 2017. A comparative risk assessment was applied to estimate DALYs and deaths for non-communicable diseases and for all causes linked to high BMI. RESULTS: The prevalence of overweight and obesity increased during the period of analysis. Overall, age-standardized prevalence of obesity in Brazil was higher in females (29.8%) than in males (24.6%) in 2017; however, since 1990, males have presented greater rise in obesity (244.1%) than females (165.7%). Increases in prevalence burden were greatest in states from the North and Northeast regions of Brazil. Overall, burden due to high BMI also increased from 1990 to 2017. In 2017, high BMI was responsible for 12.3% (8.8-16.1%) of all deaths and 8.4% (6.3-10.7%) of total DALYs lost to non-communicable diseases, up from 7.2% (4.1-10.8%), and 4.6% (2.4-6.0%) in 1990, respectively. Change due to risk exposure is the leading contributor to the growth of BMI burden in Brazil. In 2017, high BMI was responsible for 165,954 deaths and 5,095,125 DALYs. Cardiovascular disease and diabetes have proven to be the most prevalent causes of deaths, along with DALYs caused by high BMI, regardless of sex or state. CONCLUSIONS: This study demonstrates increasing age-standardized prevalence of obesity in all Brazilian states. High BMI plays an important role in disease burdens in terms of cardiovascular diseases, diabetes, and all causes of mortality. Assessing levels and trends in exposures to high BMI and the resulting disease burden highlights the current priority for primary prevention and public health action initiatives focused on obesity.


Asunto(s)
Carga Global de Enfermedades/estadística & datos numéricos , Enfermedades no Transmisibles/epidemiología , Obesidad/epidemiología , Distribución por Edad , Índice de Masa Corporal , Brasil/epidemiología , Costo de Enfermedad , Salud Global , Humanos , Esperanza de Vida , Sobrepeso/epidemiología , Años de Vida Ajustados por Calidad de Vida , Características de la Residencia , Distribución por Sexo , Factores Socioeconómicos
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