Validation of equations to estimate kidney function with and without adjustment by race/color in Brazilian adults (ELSA-Brazil).

OBJECTIVE: To evaluate accuracy and agreement between creatinine clearance (CrCl) measured in 12-h urine and glomerular filtration rate (GFR) calculated by the Modification of Diet in Renal Disease (MDRD-4) and the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) formulas, with and without adjustment for race/color. METHODS: Baseline data from the Longitudinal Study of Adult Health (ELSA-Brazil) in adults (35-74 years of age) of both genders were used. Serum creatinine was measured in fasting blood and urinary creatinine was measured in an overnight 12-h urine collect. The agreement between CrCl and the calculated GFR was analyzed by the Bland-Altman method. One-way analysis of variance (ANOVA) with race/color factor was used to verify differences between means of CrCl and GFR with and without correction for race/color. Statistical significance was accepted for p<0.05. RESULTS: From 15,105 participants in the ELSA-Brazil, 12,813 had a validated urine collect. The Bland-Altman diagrams showed that formulas and CrCl agree with each other with a better accuracy for GFR <90 mL/.min x 1.73m2. The adjustment by race/color increased data dispersion. In this range, one-way ANOVA of CrCl with race/color factor showed similarity between groups (p=0.27). CONCLUSION: MDRD-4 and CKD-EPI are useful formulas for screening cases of chronic kidney disease, and correction by race/color, only in blacks or in black and brown subjects, proved to be unnecessary and reduced the reliability of the equations.

Optimizing strategies to identify high risk of developing type 2 diabetes.

Introduction: The success of diabetes prevention based on early treatment depends on high-quality screening. This study compared the diagnostic properties of currently recommended screening strategies against alternative score-based rules to identify those at high risk of developing diabetes. Methods: The study used data from ELSA-Brasil, a contemporary cohort followed up for a mean (standard deviation) of 7.4 (0.54) years, to develop risk functions with logistic regression to predict incident diabetes based on socioeconomic, lifestyle, clinical, and laboratory variables. We compared the predictive capacity of these functions against traditional pre-diabetes cutoffs of fasting plasma glucose (FPG), 2-h plasma glucose (2hPG), and glycated hemoglobin (HbA1c) alone or combined with recommended screening questionnaires. Results: Presenting FPG > 100 mg/dl predicted 76.6% of future cases of diabetes in the cohort at the cost of labeling 40.6% of the sample as high risk. If FPG testing was performed only in those with a positive American Diabetes Association (ADA) questionnaire, labeling was reduced to 12.2%, but only 33% of future cases were identified. Scores using continuously expressed clinical and laboratory variables produced a better balance between detecting more cases and labeling fewer false positives. They consistently outperformed strategies based on categorical cutoffs. For example, a score composed of both clinical and laboratory data, calibrated to detect a risk of future diabetes ≥20%, predicted 54% of future diabetes cases, labeled only 15.3% as high risk, and, compared to the FPG ≥ 100 mg/dl strategy, nearly doubled the probability of future diabetes among screen positives. Discussion: Currently recommended screening strategies are inferior to alternatives based on continuous clinical and laboratory variables.

Association between multidrug-resistant bacteria and outcomes in intensive care unit patients: a non-interventional study.

Background: In intensive care units (ICUs), infections by multidrug-resistant (MDR) microorganisms should be monitored to prevent healthcare-associated infections (HAIs). Methods: From 2018 to 2020, we investigated all medical records of patients admitted to the ICU of a public university hospital. All patients colonized/infected by MDR microorganisms and submitted to active surveillance cultures (ASCs) were included. Results and discussion: Male patients prevailed, and 9.5% were positive for MDR bacteria. In-hospital deaths were statistically significant (p < 0.05) for older patients, patients with orotracheal tube use during previous and current hospitalization, and patients with high blood pressure, cardiac and pulmonary diseases, and chronic kidney disease. Carbapenem resistant Enterobacteriaceae was the most frequently resistance profile, followed by extended-spectrum beta-lactamase. The diagnosis or evolution of HAIs was statistically significant (p < 0.0001) for patients treated with meropenem and vancomycin, and in-hospital deaths occurred in 29.5% of patients using polypeptides while the use of macrolides reduced the odds for mortality. The BRADEN Scale demonstrated that 50% of the patients were at high risk of dying. Conclusion: Patients hospitalized in the ICU, colonized or infected by MDR bacteria, using invasive medical devices, and with underlying medical conditions presented increased mortality rates. The prescription of meropenem and vancomycin should be carefully monitored once patients using these antimicrobials already have or develop an HAI.

Validation of equations to estimate kidney function with and without adjustment by race/color in Brazilian adults (ELSA-Brazil) / Validação das equações para estimativa da função renal com e sem ajuste por raça/cor em adultos brasileiros (ELSA-Brasil)

ABSTRACT Objective: To evaluate accuracy and agreement between creatinine clearance (CrCl) measured in 12-h urine and glomerular filtration rate (GFR) calculated by the Modification of Diet in Renal Disease (MDRD-4) and the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) formulas, with and without adjustment for race/color. Methods: Baseline data from the Longitudinal Study of Adult Health (ELSA-Brazil) in adults (35-74 years of age) of both genders were used. Serum creatinine was measured in fasting blood and urinary creatinine was measured in an overnight 12-h urine collect. The agreement between CrCl and the calculated GFR was analyzed by the Bland-Altman method. One-way analysis of variance (ANOVA) with race/color factor was used to verify differences between means of CrCl and GFR with and without correction for race/color. Statistical significance was accepted for p<0.05. Results: From 15,105 participants in the ELSA-Brazil, 12,813 had a validated urine collect. The Bland-Altman diagrams showed that formulas and CrCl agree with each other with a better accuracy for GFR <90 mL/.min x 1.73m2. The adjustment by race/color increased data dispersion. In this range, one-way ANOVA of CrCl with race/color factor showed similarity between groups (p=0.27). Conclusion: MDRD-4 and CKD-EPI are useful formulas for screening cases of chronic kidney disease, and correction by race/color, only in blacks or in black and brown subjects, proved to be unnecessary and reduced the reliability of the equations.

RESUMO Objetivo: Avaliar a acurácia e a concordância entre o clearance de creatinina (ClCr) medido na urina de 12 h e a taxa de filtração glomerular (TFG) calculada pelas fórmulas Modification of Diet in Renal Disease (MDRD-4) e Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI), com e sem ajuste por raça/cor. Métodos: Foram usados dados da linha de base do Estudo Longitudinal de Saúde do Adulto (ELSA-Brasil), em adultos (35-74 anos) de ambos os sexos. A creatinina sérica foi medida no sangue em jejum e a creatinina urinária foi medida na urina de 12 h coletada no período noturno. A concordância entre o ClCr e a TFG calculada pelas fórmulas foi analisada pelo método de Bland-Altman. Análise de variância (ANOVA) de uma via com fator raça/cor foi usada para comparar médias do ClCr e da TFG calculadas com e sem ajuste por raça/cor. A significância estatística foi aceita para p<0,05. Resultados: Dos 15.105 participantes do ELSA-Brasil, 12.813 tiveram a coleta urinária de 12 h validada. Os diagramas de Bland-Altman mostraram que as fórmulas e o ClCr concordam entre si e têm melhor acurácia para TFG <90 mL/min/1,73m2, e que o ajuste por raça/cor aumenta a dispersão dos dados. Nessa faixa, a ANOVA de uma via do ClCr com fator raça/cor mostrou semelhança entre grupos (p=0,27). Conclusão: MDRD-4 e CKD-EPI são fórmulas adequadas para rastreamento da doença renal crônica na população brasileira, sendo desnecessário o ajuste por raça/cor para o uso desses instrumentos, uma vez que a introdução do ajuste tanto em pretos quanto em pretos e pardos diminuiu a acurácia dos métodos.

Laboratory profile after mining dam breach: Brumadinho Health Project results.

OBJECTIVE: To evaluate changes in selected laboratory tests in the population included in the Brumadinho Health Project, according to the exposure to the dam failure. METHODS: Cross-sectional study carried out on representative sample of residents (≥12 years) in Brumadinho, Minas Gerais, including: 1) non-exposed; 2) directly affected by tailings sludge; 3) residents in mining area. The prevalence of abnormal results of blood count, total, HDL and LDL cholesterol, triglycerides, aspartate aminotransferase, alanine aminotransferase, creatinine, urea, estimate of glomerular filtration rate (eGFR) and high-sensitivity C-reactive protein (hs-CRP) were estimated. The Prevalence Ratios (PR) and 95% Confidence Intervals (95%CI) of having an abnormal laboratory finding were estimated using Generalized Linear Models with Poisson probability distribution. Crude and adjusted models were estimated for age range, gender, diabetes, body mass index, smoking, hypertension. RESULTS: After adjusting, there was no difference in PR between the three populations for most tests, with the exception of the population residing in an area with mining activity and not directly affected by the mud, with a lower chance of having altered total cholesterol (PR: 0.84; 95%CI 0.74-0.95) and a higher chance of having altered HDL cholesterol (PR: 1.26; 95%CI 1.07-1.50), hs-CRP (PR: 1.19; 95%CI 1.04-1.37), and eGFR <60mL/min/1,73 m2 (PR: 1.51; 95%CI 1.05-2.19). CONCLUSION: No significant differences were found in the prevalence of biochemical and hematological alterations between the populations directly exposed and not exposed to tailings. Only the group residing in the mining area had a higher prevalence of alterations related dyslipidemia, renal disease, and inflammation.

Red cell distribution width is associated with cardiovascular risk in adults.

Red cell distribution width (RDW) is a measure of erythrocyte size variability. Recent studies have shown that RDW is a predictive, and prognostic marker of mortality and cardiovascular (CVD) events in the general population and in CVD patients. This study aimed to investigate the association between RDW and CVD risk in a large sample of adults. A subsample of CVD free participants of the ELSA-Brasil cohort were included (n=4,481). In the cross-sectional approach, multiple regression analysis was used to investigate the association between RDW and the Framingham Risk Score (FRS). Linear mixed effect model evaluated whether baseline RDW predicted changes in CVD risk after about four-year follow up. Cross-sectional analysis showed that RDW was independently associated with FRS, participants in the fourth-quartile of RDW distribution had a 29% higher FRS than those in the first-quartile RDW (p<0.001). A longitudinal analysis revealed that RDW remained associated with increased FRS. In this large cohort of adult Brazilians, RDW was independently associated with increased CVD risk, as measured by the FRS, both at baseline and after four-year follow-up. However, RDW did not predict change in CVD risk in this short-term follow up.

Red cell distribution width is associated with cardiovascular risk in adults / A medida da amplitude da distribuição do tamanho dos eritrócitos está associada ao risco cardiovascular em adultos

Abstract Red cell distribution width (RDW) is a measure of erythrocyte size variability. Recent studies have shown that RDW is a predictive, and prognostic marker of mortality and cardiovascular (CVD) events in the general population and in CVD patients. This study aimed to investigate the association between RDW and CVD risk in a large sample of adults. A subsample of CVD free participants of the ELSA-Brasil cohort were included (n=4,481). In the cross-sectional approach, multiple regression analysis was used to investigate the association between RDW and the Framingham Risk Score (FRS). Linear mixed effect model evaluated whether baseline RDW predicted changes in CVD risk after about four-year follow up. Cross-sectional analysis showed that RDW was independently associated with FRS, participants in the fourth-quartile of RDW distribution had a 29% higher FRS than those in the first-quartile RDW (p<0.001). A longitudinal analysis revealed that RDW remained associated with increased FRS. In this large cohort of adult Brazilians, RDW was independently associated with increased CVD risk, as measured by the FRS, both at baseline and after four-year follow-up. However, RDW did not predict change in CVD risk in this short-term follow up.

Resumo Estudos recentes têm mostrado que o RDW (do inglês Red Cell Distribution Width) é um marcador preditivo e prognóstico de mortalidade e eventos cardiovasculares (DCV) na população geral e em pacientes com DCV. Este estudo teve como objetivo investigar a associação entre RDW e risco de DCV em uma grande amostra de adultos. Foram incluídas uma subamostra de participantes sem DCV da coorte ELSA-Brasil (n=4.481). Na abordagem transversal, a análise de regressão múltipla foi usada para investigar a associação entre o RDW e o Escore de Risco de Framingham (ERF). O modelo linear de efeito misto foi usado para avaliar se o RDW basal previa mudanças no risco de DCV após cerca de quatro anos de acompanhamento. A análise transversal mostrou que o RDW foi independentemente associado ao ERF, os participantes no quarto quartil da distribuição do RDW tiveram um ERF 29% maior do que aqueles no primeiro quartil RDW (p<0,001). Na análise longitudinal, o RDW permaneceu associado ao aumento do ERF. Nesta grande coorte de adultos brasileiros, o RDW foi independentemente associado ao aumento do risco de DCV, medido pelo ERF, tanto no início quanto após quatro anos de acompanhamento. No entanto, RDW não previu mudança no risco de DCV neste seguimento de curto prazo.

Laboratory profile after mining dam breach: Brumadinho Health Project results / Perfil laboratorial após rompimento de barragem de mineração: resultados do Projeto Saúde Brumadinho

ABSTRACT Objective: To evaluate changes in selected laboratory tests in the population included in the Brumadinho Health Project, according to the exposure to the dam failure. Methods: Cross-sectional study carried out on representative sample of residents (≥12 years) in Brumadinho, Minas Gerais, including: 1) non-exposed; 2) directly affected by tailings sludge; 3) residents in mining area. The prevalence of abnormal results of blood count, total, HDL and LDL cholesterol, triglycerides, aspartate aminotransferase, alanine aminotransferase, creatinine, urea, estimate of glomerular filtration rate (eGFR) and high-sensitivity C-reactive protein (hs-CRP) were estimated. The Prevalence Ratios (PR) and 95% Confidence Intervals (95%CI) of having an abnormal laboratory finding were estimated using Generalized Linear Models with Poisson probability distribution. Crude and adjusted models were estimated for age range, gender, diabetes, body mass index, smoking, hypertension. Results: After adjusting, there was no difference in PR between the three populations for most tests, with the exception of the population residing in an area with mining activity and not directly affected by the mud, with a lower chance of having altered total cholesterol (PR: 0.84; 95%CI 0.74-0.95) and a higher chance of having altered HDL cholesterol (PR: 1.26; 95%CI 1.07-1.50), hs-CRP (PR: 1.19; 95%CI 1.04-1.37), and eGFR <60mL/min/1,73 m2 (PR: 1.51; 95%CI 1.05-2.19). Conclusion: No significant differences were found in the prevalence of biochemical and hematological alterations between the populations directly exposed and not exposed to tailings. Only the group residing in the mining area had a higher prevalence of alterations related dyslipidemia, renal disease, and inflammation.

RESUMO Objetivo: Avaliar alterações em parâmetros laboratoriais na população do Projeto Saúde Brumadinho, segundo exposição ao rompimento da barragem. Métodos: Estudo transversal realizado em amostra representativa de residentes (≥12 anos) em Brumadinho, Minas Gerais, incluindo: não expostos (grupo referência); diretamente atingidos pela lama de rejeitos; e residentes em área de mineração. Foram estimadas as prevalências de resultados alterados de hemograma, colesterol total, colesterol lipoproteína de alta densidade (HDL), colesterol lipoproteína de baixa densidade (LDL), triglicérides, aspartato aminotransferase, alanina aminotransferase, creatinina, ureia, estimativa da taxa de filtração glomerular (TFGe) e proteína C-reativa ultrassensível (PCRus). As razões de prevalência (RP) e os intervalos de confiança de 95% (IC95%) de ter o exame alterado foram estimados por meio de modelos lineares generalizados com distribuição de probabilidade Poisson. Estimaram-se modelos brutos e ajustados por faixa etária, sexo, diabetes, índice de massa corporal, tabagismo, hipertensão. Resultados: Após ajustes, não se observou diferença nas RP entre as populações estudadas para a maioria dos testes, com exceção da população residente em área com atividade de mineração e não diretamente atingida pela lama, com menor chance de ter colesterol total alterado (RP=0,84; IC95% 0,74-0,95) e maior chance de ter colesterol HDL (RP=1,26; IC95% 1,07-1,50) e PCRus (RP=1,19; IC95% 1,04-1,37) alterado e TFGe<60 mL/min/1,73 m2 (RP=1,51; IC95% 1,05-2,19). Conclusão: Não foram encontradas diferenças significativas na prevalência de alterações bioquímicas e hematológicas entre a população diretamente exposta aos rejeitos e a população não exposta. Apenas o grupo residente em área de mineração apresentou maior prevalência de alterações relacionadas com dislipidemia, disfunção renal e inflamação.

The positive association between serum uric acid, impaired fasting glucose, impaired glucose tolerance, and diabetes mellitus in the ELSA-Brasil study.

There is a conflict in the literature regarding the association between serum uric acid (SUA) levels and glycemic status. Therefore, we evaluated the association between SUA level and glycemic status - impaired fasting glucose (IFG), impaired glucose tolerance (IGT), and diabetes mellitus - and insulin resistance, in a large Brazilian study. This is a cross-sectional, observational study with 13,207 participants aged 35-74 years, at baseline (2008-2010) of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). A multinomial regression analysis was performed to test the association between SUA and glycemic status (IFG, IGT, and newly diagnosed type 2 diabetes at the cohort baseline) after adjustments by age, sex, skin color, body mass index, physical activity, smoking, alcohol consumption, comorbidities, and medicines use. Logistic regression model was used to evaluate the association between SUA and insulin resistance by HOMA-IR. Stratified analyses by sex were performed. The mean age (standard deviation) was 51.4 (8.9) years, 55.2% of participants were women. There were 1,439 newly diagnosed diabetes. After all adjustments, higher SUA was associated with IFG, IGT, and diabetes, with odds ratio (OR) = 1.15 (95%CI: 1.06; 1.25), 1.23 (95%CI: 1.14; 1.33), and 1.37 (95%CI: 1.24; 1.51), respectively. There was association between SUA levels and insulin resistance with OR = 1.24 (95%CI: 1.13; 1.36). In analysis stratified by sex, higher SUA persisted independently associated with impaired glycemic status. Our results suggest that a higher SUA levels were significantly associated with glycemic status in a large Latin American population, mainly among women.

The positive association between serum uric acid, impaired fasting glucose, impaired glucose tolerance, and diabetes mellitus in the ELSA-Brasil study / Associação positiva entre ácido úrico sérico, glicemia em jejum alterada, tolerância glicêmica alterada e diabetes mellitus no estudo ELSA-Brasil / La asociación positiva entre ácido úrico sérico, glucosa alterada en ayunas, tolerancia a la glucosa alterada y diabetes mellitus en el estudio ELSA-Brasil

Abstract: There is a conflict in the literature regarding the association between serum uric acid (SUA) levels and glycemic status. Therefore, we evaluated the association between SUA level and glycemic status - impaired fasting glucose (IFG), impaired glucose tolerance (IGT), and diabetes mellitus - and insulin resistance, in a large Brazilian study. This is a cross-sectional, observational study with 13,207 participants aged 35-74 years, at baseline (2008-2010) of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). A multinomial regression analysis was performed to test the association between SUA and glycemic status (IFG, IGT, and newly diagnosed type 2 diabetes at the cohort baseline) after adjustments by age, sex, skin color, body mass index, physical activity, smoking, alcohol consumption, comorbidities, and medicines use. Logistic regression model was used to evaluate the association between SUA and insulin resistance by HOMA-IR. Stratified analyses by sex were performed. The mean age (standard deviation) was 51.4 (8.9) years, 55.2% of participants were women. There were 1,439 newly diagnosed diabetes. After all adjustments, higher SUA was associated with IFG, IGT, and diabetes, with odds ratio (OR) = 1.15 (95%CI: 1.06; 1.25), 1.23 (95%CI: 1.14; 1.33), and 1.37 (95%CI: 1.24; 1.51), respectively. There was association between SUA levels and insulin resistance with OR = 1.24 (95%CI: 1.13; 1.36). In analysis stratified by sex, higher SUA persisted independently associated with impaired glycemic status. Our results suggest that a higher SUA levels were significantly associated with glycemic status in a large Latin American population, mainly among women.

Resumo: Há uma controvérsia na literatura a respeito da associação entre níveis de ácido úrico sérico (AUS) e glicemia. Portanto, avaliamos a associação entre AUS e glicemia (glicemia em jejum alterada, intolerância glicêmica e diabetes mellitus), além da resistência insulínica, em uma amostra grande no Brasil. O estudo transversal observacional incluiu 13.207 participantes com idade entre 35 e 74 anos na linha de base (2008-2010) do Estudo Longitudinal de Saúde do Adulto (ELSA-Brasil). Foi realizada análise de regressão multivariada para testar a associação entre AUS e glicemia (glicemia em jejum alterada, intolerância glicêmica e diagnóstico novo de diabetes tipo 2 na linha de base da coorte) depois de ajustar para idade, sexo, cor, índice de massa corporal, atividade física, tabagismo, consumo de álcool, comorbidades e uso de medicação. O modelo de regressão logística foi usado para avaliar a associação entre AUS e resistência insulínica por HOMA-IR. Foram realizadas análises estratificadas por sexo. A média de idade (DP) foi 51,4 (8,9) anos, e 55,2% dos participantes eram mulheres. Houve 1.439 novos diagnósticos de diabetes. Depois de todos os ajustes, o AUS esteve associado à glicemia em jejum alterada, intolerância glicêmica e diabetes, com odds ratio (OR) = 1,15 (IC95%: 1,06; 1,25), 1,23 (IC95%: 1,14; 1,33) e 1,37 (IC95%: 1,24; 1,51), respectivamente. Houve uma associação entre níveis de AUS e resistência insulínica, com OR = 1,24 (IC95%: 1,13; 1,36). Na análise estratificada por sexo, persistiu a associação independente entre AUS elevado e glicemia. Os resultados sugerem que níveis elevados de AUS estão associados de maneira significativa com a glicemia em uma população latino-americana grande, sobretudo entre mulheres.

Resumen: Hay un conflicto en la literatura respecto a la asociación entre los niveles de ácido úrico sérico (AUS) y el estado glucémico. Por eso, evaluamos la asociación entre el nivel AUS y el estatus glucémico: glucosa alterada en ayunas (GAA), tolerancia a la glucosa alterada (TGA) y diabetes mellitus (diabetes), comparados con la resistencia a la insulina en un amplio estudio en Brasil. Se realizó un estudio transversal, observacional con 13.207 participantes, con edades comprendidas entre los 35-74 años, en la base de referencia del Estudio Longitudinal de Salud entre Adultos brasileños (2008-2010) (ELSA-Brasil). Se realizó un análisis de regresión multinomial para probar la asociación entre AUS y el estado glucémico (GAA, TGA y de nuevo la diabetes tipo 2, diagnosticada en la cohorte como base de referencia) tras los ajustes por edad, sexo, color de piel, índice de masa corporal, actividad física, fumar, consumo de alcohol, comorbilidades, uso de medicinas. Se usó el modelo de regresión logística para evaluar la asociación entre AUS y la resistencia a la insulina por el HOMA-IR. Se realizó también un análisis estratificado por sexo. La media de edad (desviación estándar) fue 51,4 (8,9) años, un 55,2% de los participantes eran mujeres. Hubo 1.439 nuevos casos de diabetes diagnosticados. Tras todos los ajustes, una AUS más alta estuvo asociada con GAA, TGA y diabetes, con odds ratio (OR) = 1,15 (IC95%: 1,06; 1,25), 1,23 (IC95%: 1,14; 1,33), y 1,37 (IC95%: 1,24; 1,51), respectivamente. Hubo asociación entre los niveles AUS y la resistencia a la insulina con OR = 1,24 (IC95%: 1,13; 1,36). En el análisis estratificado por sexo, una AUS más alta persistía independientemente asociada con un estado glucémico alterado. Nuestros resultados sugieren que unos niveles más altos de AUS estuvieron significativamente asociados con el estado glucémico en una amplia población latinoamericana, principalmente entre mujeres.

Intake of selected foods and beverages and serum uric acid levels in adults: ELSA-Brasil (2008-2010).

OBJECTIVE: To investigate the association between the intake of selected food groups and beverages and serum uric acid (UA). DESIGN: Cross-sectional study using the baseline data (2008-2010) from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). Food intake was assessed by food frequency questionnaire with 114 items. Linear and logistic regressions investigated the associations between the daily intake of each food group (servings/d) and UA (mg/dl) and hyperuricemia (UA ≥ 6·8 mg/dl), respectively. All the analyses were adjusted for potential confounders, energy intake and all food groups. SETTING: Teaching and research institutions from six Brazilians states. SUBJECTS: The participants were 14 320 active and retired civil servants, aged 35-74 years. RESULTS: Higher intake of dairy products was associated with lower serum UA levels in both sexes, with a statistical dose-response gradient. High meat intake was associated with high UA only in women, and high intake of organ meats, in men. Intake of fish and fruits, vegetables and legumes were not associated with serum UA. In men, moderate and high intake of alcoholic beverages, specifically beer and spirits, but not wine, increased UA. In women, only high intake of alcoholic beverages, specifically beer, was associated with increased serum UA. Similar associations were seen for hyperuricemia. CONCLUSIONS: Results suggest a potential beneficial role of dairy products consumption on UA levels. The association between alcohol intake and UA differed according to type of beverage and between sexes. Results reinforce the need to consider the whole diet in the analysis and to conduct sex stratified analysis.

Subclinical Thyroid Dysfunction was not Associated with Cardiac Arrhythmias in a Cross-Sectional Analysis of the ELSA-Brasil Study.

BACKGROUND: The association of subclinical thyroid dysfunction (STD) with cardiac arrhythmias remains controversial, particularly in the non-elderly population. OBJECTIVE: To investigate whether STD was associated with cardiac arrhythmias in a cohort of middle-aged and older adults. METHODS: Baseline data of the Longitudinal Study of Adult Health, ELSA-Brasil (35-74 years) were collected from 2008 to 2010. After exclusion of clinical hypothyroidism and hyperthyroidism, participants were categorized as euthyroidism (TSH = 0.4-4.0 µU/mL), subclinical hypothyroidism (TSH > 4.0 µU/mL; FT4 = 0.8-1.9 ng/dL), and subclinical hyperthyroidism (TSH < 0.4 µU/mL; FT4 = 0.8-1.9 ng/dL). The prevalence rates of tachycardia (HR > 100) and bradycardia (HR < 60), atrial fibrillation/flutter, conduction disorders, extrasystoles, low QRS voltage, prolonged QT intervals, and persistent supraventricular rhythms were compared between groups after adjusting for age, sex, comorbidities, lifestyle, body mass index and medications. RESULTS: The HR data of 13,341 participants (52% female; median age, 51 years) and the electrocardiogram readings of 11,795 were analyzed; 698 participants (5.23%) were classified as subclinical hypothyroidism, 193 (1.45%) as subclinical hyperthyroidism, and 12,450 (93.32%) as euthyroidism. The prevalence of rhythm and conduction disorders was similar, as were HR medians, even in the subgroups with TSH < 0.01 UI/mL or > 10.0 UI/mL or in older adults. Conduction disorders were less prevalent in older adults with subclinical hypothyroidism (adjusted OR = 0.44; 95% CI 0.24 to 0.80). CONCLUSION: In this large, multicenter and cross-sectional study, STD was not associated with cardiac arrhythmias, but a longitudinal assessment is necessary.

Establishing a blood fructosamine reference range for the Brazilian population based on data from ELSA - Brasil.

OBJECTIVES: The fructosamine test is used in the monitoring of diabetes mellitus, particularly in cases with restrictions on the use of glycated hemoglobin (mainly in the setting of altered red blood cell lifespan and interference by hemoglobin variants). It could also provide additional information on shorter-term glycemic control. The objective of the study is to establish the reference range of the fructosamine in the Brazilian population. DESIGN AND METHODS: The reference interval was defined as suggested by the Clinical and Laboratory Standards Institute (CLSI). The study participants were from a Brazilian cohort (The Longitudinal Study of Adult Health - ELSA-Brasil) with baseline data collected between 2008 and 2010. A total of 466 subjects were selected after exclusion of diabetic individuals, and those with altered glycemic markers and renal function tests. RESULTS: The reference interval was 186-248 µmol/L for women and 196-269 µmol/L for men. Fructosamine levels were higher in men than in women (p = 0.006) and in the non-white population (p = 0.034) and had a negative correlation with the body mass index (r = -0.117; p = 0.011). CONCLUSIONS: The reference intervals for fructosamine were affected by sex. Reference intervals stratified by sex would be more adequate in the interpretation of the fructosamine test.

Time From Smoking Cessation and Inflammatory Markers: New Evidence From a Cross-Sectional Analysis of ELSA-Brasil.

INTRODUCTION: The time for inflammatory markers of former smokers to revert to never smoker levels is still controversial, ranging from 5 to 20 years. We aimed to determine the time from smoking cessation for white blood cell (WBC) count and serum C-reactive protein (CRP) levels to return to those of never-smokers, after adjusting for confounding factors and for secondhand smoke (SHS) exposure among participants of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). METHODS: Cross-sectional analysis of baseline participants of ELSA-Brasil. We used linear regression analysis and generalized linear models with gamma distribution and logarithmic link function to estimate the association of WBC count and CRP levels with time from smoking cessation. The following confounding factors were considered: sex, age, education, SHS, alcohol consumption, leisure-time physical activity, BMI, total cholesterol/HDL ratio, hypertension, diabetes, cardiovascular disease, and chronic obstructive pulmonary disease (COPD). Results: After all adjustments, time from smoking cessation <10 years remained associated with higher WBC count (eg, time from smoking cessation ≥ 5 and <10 years: ß: 167.92; 95%CI: 23.52 312.31), while only time from smoking cessation <1 year remained associated with higher arithmetic mean of CRP (AMR: 1.26, 95%CI: 1.03‒1.54). CONCLUSIONS: Levels of inflammatory markers were similar to those of never-smokers 1 year after smoking cessation for CRP and 10 years after for WBC. IMPLICATIONS: The results may add to the arsenal health professionals have to encourage their patients to quit smoking, as some harms from smoking appear to revert to never-smokers' level sooner than previously reported. Longitudinal studies should confirm our findings.

Factors associated with metabolically healthy status in obesity, overweight, and normal weight at baseline of ELSA-Brasil.

The primary aim of this study was to evaluate metabolically healthy status (MHS) among participants in obesity, overweight, and normal weight groups and characteristics associated with this phenotype using baseline data of Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). The secondary aim was to investigate agreement among 4 different MHS criteria. This cross-sectional study included 14,545 participants aged 35 to 74 years with a small majority (54.1%) being women. Of all participants, 22.7% (n = 3298) were obese, 40.8% (n = 5934) were overweight, and 37.5% (n = 5313) were of normal weight.Socio-demographic, behavioral, and anthropometric factors related to MHS were ascertained. Logistic regression models estimated the odds of associations. We used 4 different criteria separately and in combination to define MHS: the National Health and Nutrition Examination Survey (NHANES), the National Cholesterol Education Program (NCEP-ATPIII), the International Diabetes Federation (IDF) and comorbidities, and the agreement between them were evaluated by Cohen-kappa coefficient.MHS was present among 12.0% (n = 396) of obese, 25.5% (n = 1514) of overweight, and 48.6% (n = 2582) of normal weight participants according to the combination of the 4 criteria. The agreement between all the 4 MHS criteria was strong (kappa 0.73 P < 0.001). In final logistic models, MHS was associated with lower age, female sex, lower body mass index (BMI), and weight change from age 20 within all BMI categories.This study showed that, despite differences in prevalence among the 4 criteria, MHS was associated with common characteristics at every BMI category.

Physical Activity and Lipid Profile in the ELSA- Brasil Study / Atividade Física e Perfil Lipídico no Estudo Longitudinal de Saúde do Adulto (ELSA-Brasil)

Abstract Background: Regular physical activity (PA) induces desirable changes in plasma levels of high- and low-density lipoproteins (HDL and LDL, respectively) and triglycerides (TG), important risk factors for cardiometabolic diseases. However, doubts whether intensity and duration have equivalent benefits remain. Objective: To assess the association of PA intensity and duration with HDL, LDL and TG levels. Methods: Cross-sectional study with 12,688 participants from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) baseline, who were not on lipid-lowering medication. After adjustment for important covariates, multiple linear regression was used to assess the association of PA intensity and duration with HDL, LDL and TG (natural logarithm) levels. Results: Both moderate and vigorous PA and PA practice ≥ 150 min/week were significantly associated with higher HDL and lower TG levels. Vigorous PA was associated with lower LDL only on univariate analysis. After adjustments, moderate and vigorous PA increased mean HDL level by 0.89 mg/dL and 1.71 mg/dL, respectively, and reduced TG geometric mean by 0.98 mg/dL and 0.93 mg/dL, respectively. PA practice ≥ 150 min/week increased mean HDL level by 1.05 mg/dL, and decreased TG geometric mean by 0.98 mg/dL. Conclusion: Our findings reinforce the benefits of both PA parameters studied on HDL and TG levels, with a slight advantage for vigorous PA as compared to the recommendation based only on PA duration.

Resumo Fundamento: A prática regular de atividade física (AF) induz alterações desejáveis nos níveis das lipoproteínas de alta densidade (HDL) e de baixa densidade (LDL) e dos triglicérides (TG), importantes fatores de risco cardiometabólico, mas persistem dúvidas se intensidade e duração da AF têm benefícios equivalentes. Objetivo: Investigar a associação da intensidade e da duração da AF com os níveis de HDL, LDL e TG. Métodos: Estudo transversal com 12.688 participantes da linha de base do Estudo Longitudinal da Saúde do Adulto que não usavam medicação para controle de lipídeos. Regressão linear múltipla foi usada para avaliar a associação, após ajustes por fatores sociodemográficos e de saúde, entre a intensidade e a duração da AF e os níveis de HDL, LDL e TG (logaritmo natural). Resultados: AF moderada e vigorosa bem como a prática de AF ≥ 150 min/semana foram associadas a maiores níveis de HDL. Maior intensidade de AF e AF ≥ 150 min/semana foram associadas a menores níveis de TG. Após ajustes, AF moderada e AF vigorosa aumentaram a média de HDL em 0,89 mg/dL e 1,71 mg/dL, respectivamente, e reduziram a média geométrica de TG em 0,98 mg/dL e 0,93 mg/dL, respectivamente. AF ≥ 150 min/semana aumentou a média de HDL em 1,05 mg/dL e reduziu a média geométrica de TG em 0,98 mg/dL. Conclusão: Nossos resultados reforçam os benefícios da AF sobre níveis de HDL e TG, sugerindo vantagem para a intensidade vigorosa quando comparada à recomendação baseada apenas na duração da AF.

Physical Activity and Lipid Profile in the ELSA- Brasil Study.

BACKGROUND: Regular physical activity (PA) induces desirable changes in plasma levels of high- and low-density lipoproteins (HDL and LDL, respectively) and triglycerides (TG), important risk factors for cardiometabolic diseases. However, doubts whether intensity and duration have equivalent benefits remain. OBJECTIVE: To assess the association of PA intensity and duration with HDL, LDL and TG levels. METHODS: Cross-sectional study with 12,688 participants from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) baseline, who were not on lipid-lowering medication. After adjustment for important covariates, multiple linear regression was used to assess the association of PA intensity and duration with HDL, LDL and TG (natural logarithm) levels. RESULTS: Both moderate and vigorous PA and PA practice ≥ 150 min/week were significantly associated with higher HDL and lower TG levels. Vigorous PA was associated with lower LDL only on univariate analysis. After adjustments, moderate and vigorous PA increased mean HDL level by 0.89 mg/dL and 1.71 mg/dL, respectively, and reduced TG geometric mean by 0.98 mg/dL and 0.93 mg/dL, respectively. PA practice ≥ 150 min/week increased mean HDL level by 1.05 mg/dL, and decreased TG geometric mean by 0.98 mg/dL. CONCLUSION: Our findings reinforce the benefits of both PA parameters studied on HDL and TG levels, with a slight advantage for vigorous PA as compared to the recommendation based only on PA duration.

Life course socioeconomic position and C-reactive protein: mediating role of health-risk behaviors and metabolic alterations. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil).

BACKGROUND: Chronic inflammation has been postulated to be one mediating mechanism explaining the association between low socioeconomic position (SEP) and cardiovascular disease (CVD). We sought to examine the association between life course SEP and C-reactive protein (CRP) levels in adulthood, and to evaluate the extent to which health-risk behaviors and metabolic alterations mediate this association. Additionally, we explored the possible modifying influence of gender. METHODS AND FINDINGS: Our analytical sample comprised 13,371 participants from ELSA-Brasil baseline, a multicenter prospective cohort study of civil servants. SEP during childhood, young adulthood, and adulthood were considered. The potential mediators between life course SEP and CRP included clusters of health-risk behaviors (smoking, low leisure time physical activity, excessive alcohol consumption), and metabolic alterations (obesity, hypertension, low HDL, hypertriglyceridemia, and diabetes). Linear regression models were performed and structural equation modeling was used to evaluate mediation. Although lower childhood SEP was associated with higher levels of CRP in adult life, this association was not independent of adulthood SEP. However, CRP increased linearly with increasing number of unfavorable social circumstances during the life course (p trend <0.001). The metabolic alterations were the most important mediator between cumulative SEP and CRP. This mediation path accounted for 49.5% of the total effect of cumulative SEP on CRP among women, but only 20.2% among men. In consequence, the portion of the total effect of cumulative SEP on CRP that was mediated by risk behaviors and metabolic alterations was higher among women (55.4%) than among men (36.8%). CONCLUSIONS: Cumulative SEP across life span was associated with elevated systemic inflammation in adulthood. Although health-risk behaviors and metabolic alterations were important mediators of this association, a sizable fraction of this association was not mediated by these factors, suggesting that other pathways might play a role, especially among men.

Desafios do Sistema Único de Saúde: situação da assistência laboratorial pública em 31 municípios de Minas Gerais, Brasil / Challenges of the Unified Health System: present status of public laboratory services in 31 cities of Minas Gerais, Brazil

Introduction: Modifications in the Brazilian Unified Health System (SUS) have led to a significant improvement in the national health indexes. However, some challenges still need to be faced, especially concerning SUS patients' access to high-quality laboratory support services. Objective: To evaluate the present status of laboratory services in SUS in 31 cities of Minas Gerais, Brazil, between 2008 and 2011. Material and method: This analysis was performed through data from the Information Technology Department of SUS (DATASUS) and through interviews with local public health managers with structured questionnaires. Results: Among all the studied cities, 21 had their own laboratory, 90.2% of which were in precarious conditions, not meeting the requirements established by the legislation in force, and employing inappropriate procedures and techniques, in addition to using obsolete equipment. The range of available laboratory tests was limited, what demanded the services of supporting laboratories. None of the evaluated laboratories developed any systematic activity on quality management, including control of analytical quality, maintenance of laboratory equipment, calibration and performance evaluation of critical equipment, continuing education programs, and safety and biosecurity. Conclusion: The effective role of laboratory test results in medical decision is unquestionably impaired, risking the safety of SUS patients. The present work reveals the deficiencies of public laboratory services in Minas Gerais, and proposes a new management model, which is able to associate operational quality, technological development and optimization of human and material resources with higher productivity...

Introdução: Desde a sua criação, modificações no Sistema Único de Saúde (SUS) levaram a uma melhoria significativa nos índices nacionais de saúde. No entanto, alguns desafios ainda precisam ser enfrentados, especialmente o acesso de pacientes do SUS aos serviços de apoio de laboratório de qualidade. Objetivo: Avaliar a situação atual da assistência laboratorial no SUS em 31 municípios de Minas Gerais, Brasil, entre 2008 e 2011. Material e método: Foi realizado levantamento de dados do Departamento de Informática do SUS (DATASUS) e de entrevistas com gestores utilizando questionário estruturado. Resultados: Dos municípios estudados, 21 possuíam laboratório próprio, sendo que 90,2% deles apresentavam instalações físicas precárias, fora das especificações previstas na legislação vigente, e empregavam procedimentos e técnicas inadequadas, com utilização de equipamentos obsoletos. O perfil de exames era restrito, necessitando da utilização de laboratórios de apoio. Nenhum dos laboratórios avaliados apresentava programas de educação permanente, de controle da qualidade dos exames laboratoriais, de manutenção dos equipamentos analíticos, de aferição de instrumentos críticos e de segurança e biossegurança. Conclusão: O papel efetivo dos resultados dos testes de laboratório na decisão médica mostrou-se, sem dúvida, prejudicado, acarretando risco à segurança dos pacientes usuários do SUS. O presente trabalho revelou a precariedade da assistência laboratorial pública em MG e propõe a mudança para um modelo de gestão capaz de aliar qualidade operacional, desenvolvimento tecnológico, otimização de recursos humanos e materiais...

Avaliando a comutatividade: importante requisito da qualidade para laboratórios clínicos / Understanding commutability: important quality requirement for clinical laboratories

INTRODUÇÃO: Poucos laboratórios no Brasil realizam a avaliação da comutatividade dos resultados de exames, provavelmente por desconhecimento dos procedimentos para sua realização e também pela pouca importância dada a essa avaliação. OBJETIVO: Avaliar a comutatividade dos resultados de exames hematológicos realizados em três analisadores automatizados em um laboratório de um hospital público universitário, em Belo Horizonte, MG, Brasil, propondo procedimento prático, de baixa complexidade, factível de ser utilizado em laboratórios clínicos. MATERIAL E MÉTODOS: As amostras foram selecionadas visando obter valores nos níveis de decisão terapêutica. Foram processadas seis amostras por dia, durante quatro dias, em duplicata em três analisadores, totalizando 48 replicatas em cada instrumento. Foi avaliada a correlação entre os resultados de 10 dos principais parâmetros hematológicos obtidos nos instrumentos-teste e aqueles obtidos com o instrumento-referência. Foram estimados os erros sistemáticos e totais, considerando as especificações da variação biológica como limite máximo aceitável. RESULTADOS: O coeficiente de correlação (r) entre os equipamentos para os parâmetros investigados foi > 0,975. Os erros sistemático (médio) e total, obtidos para os parâmetros analisados, quando se comparam os equipamentos de teste com o de referência, atenderam às especificações da qualidade definidos. Discussão: A comutatividade é um importante processo da gestão da qualidade do laboratório clínico e visa garantir a comparabilidade de resultados de exames realizados por diferentes sistemas. CONCLUSÃO: Utilizando procedimento padronizado internacionalmente, prático e de baixa complexidade, demonstrou-se que os exames realizados nos equipamentos avaliados são equivalentes, podendo ser usados indistintamente no acompanhamento de pacientes.

INTRODUCTION: Few Brazilian laboratories evaluate the commutability of test results, probably due to the lack of procedure expertise as well as the neglected importance of its assessment. OBJECTIVE: The aim of this study was to evaluate the commutability of hematological test results performed with three automated analyzers at the laboratory of a public university hospital in Belo Horizonte, MG, Brazil, proposing a practical, simple, and feasible procedure to be applied in clinical laboratories. MATERIAL AND METHODS: Samples were selected in order to obtain hematologic values for therapeutic decision levels. Six samples were processed in duplicate in three analyzers daily during a four-day period amounting to a total of 48 replicates in each instrument. The correlation between the results of 10 hematologic parameters obtained with test instruments and the reference instrument was assessed. Systematic and total errors were estimated and criteria for acceptable performance were based on the biological variation specifications. RESULTS: The correlation coefficient (r) between test instruments and reference instrument results was > 0.975. Systematic (mean) and total errors met the required quality specifications when compared with reference instruments. Discussion: Commutability is an important process of quality management in clinical laboratories and it ensures the comparability of test results carried out with different procedures. CONCLUSION: Through a practical, simple, and internationally standardized procedure, this study showed that test results from the evaluated instruments were equivalent, which allows their use in patient monitoring.