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4.
J Endocr Soc ; 6(12): bvac148, 2022 Oct 26.
Artigo em Inglês | MEDLINE | ID: mdl-36320627

RESUMO

Background: Despite the gain in life expectancy that people living with HIV (PLHIV) have had in the past few years, the disease is accompanied by an increase in the prevalence of noninfectious chronic diseases. PLHIV have a higher prevalence of osteoporosis, fracture, diabetes mellitus, and insulin resistance than the general population. It is unknown if insulin resistance is associated with osteoporosis and fractures in PLHIV. Our study aimed to assess the association between insulin resistance and osteoporosis in PLHIV. Methods: A cross-sectional study was carried out in southern Brazil. PLHIV ages 50 years or older on antiretroviral treatment were included. Insulin resistance was considered present when the Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) was higher than expected for the Brazilian population (>2.7). The triglyceride-glucose (TyG) index was also calculated. Results: Of the 101 PLHIV who agreed to participate, 84 underwent insulin and bone mineral density measurements. The prevalence of osteoporosis was 19%. The frequency of insulin resistance calculated by HOMA-IR was 68.2%. Participants with osteoporosis had lower body mass index (BMI) and triglyceride values than those without it. HOMA-IR [4.8(6.6) vs 8.68(9.6), P = 0.013] and TyG [5.0(0.3) vs 5.2 (0.4), P = 0.029]. The association between the total femur t-score disappeared after correction for BMI in the linear regression model. There was no association between vertebral fractures and insulin resistance. Conclusion: In our study, PLHIV with osteoporosis have lower insulin resistance than PLHIV without it. However, this finding appears to be related to lower BMI. The association between insulin resistance and bone in PLHIV appears to be somewhat similar to that of the general population.

8.
Diabetes Res Clin Pract ; 171: 108558, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33242513

RESUMO

AIMS: The FINDRISC was created to predict the development of type 2 diabetes mellitus (T2DM). Since T2DM associates with inflammation we evaluated if the FINDRISC could predict either current or incident T2DM, and elevated high sensitivity C-reactive protein (hs-CRP). METHODS: 41,880 people (age 41.9 ± 9.7 years; 31% female) evaluated between 2008 and 2016 were included. First, the cross-sectional association between the FINDRISC with presence of either T2DM or hs-CRP ≥ 2.0 mg/L was tested. After a 5 ± 3 years follow-up we tested the score predictive value for incident T2DM and inflammation in respectively 10,559 individuals without diabetes and in a subset of 2,816 individuals having no elevated hs-CRP at baseline. RESULTS: In the cross sectional analysis the FINDRISC was associated with both T2DM (OR 1.24, 95% CI: 1.23-1.26, P < 0.001) and inflammation (OR 1.10, 95% CI: 1.09-1.11, P < 0.001) per FINDRISC unit, as well as in longitudinal analyses (OR 1.17, 95% CI: 1.14-1.20, P < 0.001; and OR 1.04, 95% CI: 1.02-1.07, P < 0.001; respectively, per FINDRISC unit). The C-statistic for incident T2DM and inflammation was 0.79 (95% CI 0.77-0.82) and 0.55 (95% CI 0.53-0.58), respectively. CONCLUSION: The FINDRISC shows good discrimination for incident T2DM but less for inflammation.


Assuntos
Diabetes Mellitus Tipo 2/epidemiologia , Inflamação/complicações , Adulto , Estudos Transversais , Feminino , Finlândia , Humanos , Incidência , Masculino , Fatores de Risco
9.
Clin Chim Acta ; 511: 47-49, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33002473

RESUMO

INTRODUCTION: Methyl ethyl ketone peroxide (MEKP) is a highly toxic product which promotes tissue damage by uncontrolled free radical production. CASE REPORT: A man accidentally ingested 110 ml of MEKP (37%) at his workplace after mistaking it with a bottle of water. A loading dose of N-acetylcysteine (NAC) and subsequent maintenance doses were applied at the hospital for three consecutive days. Biochemical and hematological parameters showed significant alterations. Tracheal intubation, gastric lavage and hemodialysis were not performed. Methyl ethyl ketone (MEK) and MEKP were detected in EDTA-blood samples by GC-FID and LC-QTOF/MS respectively. An endoscopy exam identified tissue damage. The patient was admitted to the hospital for 10 days. No sequelae were reported after the MEKP poisoning. Oral administration of NAC was successful as an antidote without another approach. CONCLUSIONS: Although NAC treatment was successful, supervision after the hospitalization period was required according to the prognosis. Workplace conditions promoted anosmia, explaining the accident. MEKP and MEK were successfully detected in blood samples even with less-than-ideal storage conditions. Knowledge of MEKP dangerousness and good work practices can prevent accidental MEKP poisoning.


Assuntos
Acetilcisteína , Peróxidos , Butanonas , Ingestão de Alimentos , Radicais Livres , Humanos , Masculino
10.
J Clin Med Res ; 12(8): 472-482, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32849935

RESUMO

BACKGROUND: Serum gamma-glutamyl transferase (GGT) is a marker of oxidative stress, associated with increased cardiovascular (CV) risk. The impact of smoking on oxidative stress may be aggravated in individuals with non-alcoholic fatty liver disease (NAFLD). We aimed to ascertain the association of smoking on GGT levels in the presence or absence of NAFLD. METHODS: We evaluated 6,354 healthy subjects (43 ± 10 years, 79% males) without clinical cardiovascular disease (CVD) undergoing an employer-sponsored physical between December 2008 and December 2010. NAFLD was diagnosed by ultrasound and participants were categorized as current or non-smokers by self report. A multivariate linear regression of the cross-sectional association between smoking and GGT was conducted based on NAFLD status. RESULTS: The prevalence of NAFLD was 36% (n = 2,299) and 564 (9%) were current smokers. Smokers had significantly higher GGT levels in the presence of NAFLD (P < 0.001). After multivariable adjustment, current smoking was associated with 4.65 IU/L higher GGT level, P < 0.001, compared to non-smokers. When stratified by NAFLD, the magnitude of this association was higher in subjects with NAFLD (ß-coefficient: 11.12; 95% confidence interval (CI): 5.76 - 16.48; P < 0.001); however, no such relationship was observed in those without NAFLD (ß: -0.02; 95% CI: -3.59, 3.56; P = 0.992). Overall the interaction of NAFLD and smoking with GGT levels as markers of oxidative stress was statistically significant. CONCLUSIONS: Smoking is independently associated with significantly increased oxidative stress as measured by GGT level. This association demonstrates effect modification by NAFLD status, suggesting that smoking may intensify CV risk in individuals with NAFLD.

11.
Calcif Tissue Int ; 107(3): 249-256, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32683475

RESUMO

The prevalence of chronic diseases is increasing in people living with HIV (PLHIV) in the post ART era. Sarcopenia is prevalent in the elderly and is associated with many chronic diseases. Our study aimed to evaluate the frequency of sarcopenia in PLHIV and its association with bone mineral density and fracture. A cross-sectional study was carried out at Santa Maria, South Brazil. It included PLHV age ≥ 50 years and registered to receive antiretroviral therapy. A structured questionnaire was applied, blood samples collected, muscle strength evaluated, body composition measured, and vertebral morphometry performed. Sarcopenia and presarcopenia were defined according to the European Working Group on Sarcopenia in Older People. Of the 101 patients recruited, 83 underwent DXA and muscle strength measurements. The prevalence of sarcopenia and presarcopenia in the individuals studied was 12% and 16.9%, respectively. 66.7% of sarcopenic individuals had morphometric vertebral fractures and there was a tendency towards a higher frequency of multiple vertebral fractures when compared with non-sarcopenic subjects (44.4% vs. 16.2%, p = 0.066). BMI and total hip BMD were significantly lower in sarcopenic than non-sarcopenic individuals (p ≥ 0.035 and 0.032 respectively). In multiple regression analysis, sarcopenia was associated with age and multiple vertebral fractures. Sarcopenia was present in 12% of this population of PLHIV age ≥ 50 years and was associated with lower hip BMD and a high prevalence of vertebral fractures.


Assuntos
Infecções por HIV/complicações , Sarcopenia , Fraturas da Coluna Vertebral , Idoso , Composição Corporal , Densidade Óssea , Brasil , Estudos Transversais , Humanos , Pessoa de Meia-Idade , Prevalência , Sarcopenia/complicações , Fraturas da Coluna Vertebral/complicações
12.
Diabetes Metab Res Rev ; 36(1): e3208, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31343823

RESUMO

BACKGROUND: The mitochondrial protein frataxin is involved in iron metabolism, as well as regulation of oxidative stress. To elucidate the association of frataxin with the pathophysiology of diabetes, we evaluated the mRNA levels of frataxin in leukocytes of patients with type 2 diabetes (T2D). In addition, we investigated the relation between frataxin mRNA levels, inflammatory cytokines, and oxidative stress biomarkers. METHODS: A study including 150 subjects (115 patients with T2D and 35 healthy subjects) was performed to evaluate the frataxin mRNA levels in leukocytes. We assessed the relation between frataxin and interleukin (IL)-6, IL-1, tumour necrosis factor-alpha (TNF-α), total oxidation status (TOS), total antioxidant capacity (TAC), and serum iron. RESULTS: The frataxin mRNA levels in the T2D group were significantly lower than those in healthy subjects. It was also demonstrated that T2D patients with frataxin mRNA levels in the lowest quartile had significantly elevated levels of serum iron, TOS, and inflammatory cytokines, such as TNF-α, IL-1, and IL-6, while TAC levels were significantly lower in this quartile when compared with the upper quartile. CONCLUSIONS: Our findings showed that T2D patients with low frataxin mRNA levels showed a high degree of inflammation and oxidative stress. It is speculated that frataxin deficiency in T2D patients can contribute to the imbalance in mitochondrial iron homeostasis leading to the acceleration of oxidative stress and inflammation.


Assuntos
Biomarcadores/análise , Diabetes Mellitus Tipo 2/fisiopatologia , Inflamação/diagnóstico , Proteínas de Ligação ao Ferro/metabolismo , Estresse Oxidativo , RNA Mensageiro/metabolismo , Brasil/epidemiologia , Estudos de Casos e Controles , Feminino , Seguimentos , Humanos , Incidência , Inflamação/epidemiologia , Inflamação/genética , Inflamação/metabolismo , Proteínas de Ligação ao Ferro/genética , Masculino , Pessoa de Meia-Idade , Prognóstico , RNA Mensageiro/genética , Frataxina
13.
Clin Lab ; 65(11)2019 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-31710443

RESUMO

BACKGROUND: This study investigated the association between urinary levels of interleukin (IL)-6, IL-10, and tumor necrosis factor-alpha (TNF-α) with estimated glomerular filtration rate (eGFR), urinary albumin/creatinine ratio (uACR), and urinary neutrophil gelatinase-associated lipocalin (uNGAL) in patients with type 2 diabetes (T2D). METHODS: Urinary concentrations of IL-6, IL-10, TNF-α, ACR, and NGAL were measured in 121 patients with T2D. RESULTS: Urinary IL-6 and TNF-α increased 45.5% and 49.4% in the highest uACR quartile compared to lowest quartile. Urinary IL-10 levels decreased 40.9% in the highest uACR quartile compared to the lowest quartile. Urinary IL-6 and TNF-α were 75.3% and 81.6%, higher in the highest uNGAL quartile compared to the lowest quartile. Urinary IL-10 concentration was 69.8% lower in patients from the highest uNGAL quartile compared to lowest quartile. CONCLUSIONS: Urinary IL-6, IL-10, and TNF-α were associated with indicators of glomerular and tubular injuries in patients with T2D.


Assuntos
Diabetes Mellitus Tipo 2/complicações , Nefropatias Diabéticas/urina , Interleucina-10/urina , Interleucina-6/urina , Fator de Necrose Tumoral alfa/urina , Idoso , Albuminúria/etiologia , Albuminúria/fisiopatologia , Albuminúria/urina , Biomarcadores/urina , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/fisiopatologia , Diabetes Mellitus Tipo 2/urina , Nefropatias Diabéticas/diagnóstico , Nefropatias Diabéticas/etiologia , Nefropatias Diabéticas/fisiopatologia , Feminino , Taxa de Filtração Glomerular , Humanos , Glomérulos Renais/fisiopatologia , Túbulos Renais/fisiopatologia , Lipocalina-2/urina , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes
15.
Mutat Res ; 811: 27-30, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-30292071

RESUMO

Uric acid presents different roles in an organism, since it can act as an antioxidant or a pro-oxidant molecule. High serum uric acid levels may cause damage to several structures, including nucleic acids and its components. Therefore, in this study the association between increased serum uric acid concentrations and oxidation of nucleosides was investigated by assessment of urinary 8-hydroxydeoxyguanosine (8-OHdG) in patients with type 2 diabetes (T2D) and in healthy individuals. Urinary 8-OHdG and biochemical parameters were assessed in 61 patients who were initially grouped into 2 groups based on the median serum uric acid levels (<5.3 mg/dL and ≥5.3 mg/dL). Urinary 8-OHdG was higher in patients with T2D and serum uric acid levels ≥5.3 mg/dL, when compared with the patients with serum uric acid levels <5.3 mg/dL; however, co-occurrence of high serum uric acid with high urinary 8-OHdG was not observed in healthy individuals. A significant positive correlation between 8-OHdG and uric acid (r = 0.40, P < 0.01) was observed in patients with T2D. High serum uric acid levels were associated with high urinary 8-OHdG levels in patients with T2D, and this association was independent of gender, hypertension, body mass index, and serum creatinine.


Assuntos
Desoxiguanosina/análogos & derivados , Diabetes Mellitus Tipo 2/metabolismo , Nucleosídeos/metabolismo , Ácido Úrico/sangue , 8-Hidroxi-2'-Desoxiguanosina , Adulto , Idoso , Creatinina/sangue , Desoxiguanosina/urina , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Oxirredução
16.
Clin Chim Acta ; 487: 15-21, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30201372

RESUMO

Kidney injury molecule-1 (KIM-1), a type l transmembrane glycoprotein, is recognized as a potential biomarker for detection of tubular injury in the main renal diseases. Urinary KIM-1 increases rapidly upon the tubular injury, and its levels are associated with the degree of tubular injury, interstitial fibrosis, and inflammation in the injured kidney. Currently, the investigation of kidney diseases is usually performed through the assessment of serum creatinine and urinary albumin. However, these biomarkers are limited for the early detection of changes in renal function. Besides, the tubular injury appears to precede glomerular damage in the pathophysiology of renal diseases. For these reasons, the search for sensitive, specific and non-invasive biomarkers is of interest. Therefore, the purpose of this article is to review the physiological mechanisms of KIM-1, as well to present clinical evidence about the association between elevated urinary KIM-1 levels and the main renal diseases such as chronic kidney disease, diabetic kidney disease, acute kidney injury, and IgA nephropathy.


Assuntos
Receptor Celular 1 do Vírus da Hepatite A/metabolismo , Nefropatias/metabolismo , Receptor Celular 1 do Vírus da Hepatite A/análise , Humanos , Nefropatias/urina
17.
Clin Cardiol ; 41(1): 28-33, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29356017

RESUMO

BACKGROUND: The perception of cardiovascular (CV) risk is essential for adoption of healthy behaviors. However, subjects underestimate their own risk. HYPOTHESIS: Clinical characteristics might be associated with self-underestimation of CV risk. METHODS: This is a retrospective, cross-sectional study of individuals submitted to routine health evaluation between 2006 and 2012, with calculated lifetime risk score (LRS) indicating intermediate or high risk for CV disease (CVD). Self-perception of risk was compared with LRS. Logistic regression analysis was performed to test the association between clinical characteristics and subjective underestimation of CV risk. RESULTS: Data from 5863 subjects (age 49.4 ± 7.1 years; 19.9% female) were collected for analysis. The LRS indicated an intermediate risk for CVD in 45.7% and a high risk in 54.3% of individuals. The self-perception of CV risk was underestimated compared with the LRS in 4918 (83.9%) subjects. In the adjusted logistic regression model, age (odds ratio [OR]: 1.28, 95% confidence interval [CI]: 1.10-1.47 per 10 years, P = 0.001), smoking (OR: 1.99, 95% CI: 1.40-2.83, P < 0.001), dyslipidemia (OR: 1.21, 95% CI: 1.01-1.46, P = 0.045), physical activity (OR: 1.66, 95% CI: 1.36-2.02, P < 0.001), and use of antihypertensive (OR: 1.49, 95% CI: 1.15-1.92, P = 0.002) and lipid-lowering medications (OR: 2.13, 95% CI: 1.56-2.91, P < 0.001) were associated with higher chance of risk underestimation, whereas higher body mass index (OR: 0.92, 95% CI: 0.90-0.94, P < 0.001), depressive symptoms (OR: 0.46, 95% CI: 0.37-0.57, P < 0.001), and stress (OR: 0.41, 95% CI: 0.33-0.50, P < 0.001) decreased the chance. CONCLUSIONS: Among individuals submitted to routine medical evaluation, aging, smoking, dyslipidemia, physical activity, and use of antihypertensive and lipid-lowering medications were associated with higher chance of CV risk underestimation. Subjects with these characteristics may benefit from a more careful risk orientation.


Assuntos
Doenças Cardiovasculares/psicologia , Técnicas de Apoio para a Decisão , Nível de Saúde , Exame Físico/métodos , Medição de Risco/métodos , Autoimagem , Adulto , Idoso , Índice de Massa Corporal , Brasil/epidemiologia , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/epidemiologia , Estudos Transversais , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Razão de Chances , Estudos Retrospectivos , Fatores de Risco , Inquéritos e Questionários
18.
Nutr Metab (Lond) ; 13: 37, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27195017

RESUMO

BACKGROUND: Serum Gamma-Glutamyl Transferase (GGT), a marker of oxidative stress, has been suggested to be independently associated with cardiovascular disease (CVD) events. We examined the association of serum GGT levels with the burden of subclinical inflammation across a spectrum of metabolic conditions. METHODS: We evaluated 5,446 asymptomatic subjects (43 ± 10 years, 78 % males) who had an employer-sponsored physical between 2008 and 2010. Highly sensitivity C-reactive protein (hsCRP) was measured as a marker of underlying systemic inflammation. A linear regression of GGT quartiles with log transformed hsCRP and a multivariate logistic regression of GGT quartiles with elevated hsCRP (≥3 mg/L) were performed. RESULTS: Median GGT was 31 IU/l (IQR: 22-45 IU/l), 1025 (19 %) had hsCRP ≥ 3 mg/L. The median hsCRP increased with GGT quartiles (Q1: 0.9 mg/L, Q2: 1.1 mg/L, Q3: 1.4 mg/L, Q4: 1.6 mg/L, p < 0.001). Linear regression models showed GGT in the fourth quartile was associated with 0.45 mg/L (95 % CI 0.35, 0.54, p < 0.001) increase in log transformed hsCRP adjusting for risk factors. The Odds Ratio (OR) for an elevated hsCRP (≥3 mg/L) also increased with higher GGT quartiles; GGT Q2 1.44 (95 % CI 1.12, 1.85), GGT Q3 1.89 (95 % CI 1.45, 2.46), GGT Q4 2.22 (95 % CI 1.67, 2.95), compared to GGT Q1. The strength of association increased in the presence of and combination of metabolic conditions. CONCLUSION: In our cohort of asymptomatic individuals a higher serum GGT level was independently associated with increased burden of subclinical inflammation across metabolic states. These findings may explain GGT association with increased CVD risk.

19.
Mutat Res ; 782: 17-22, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26520687

RESUMO

Urinary markers of nucleic acid oxidation may be useful biomarkers in diabetes. It has been demonstrated that T2DM patients have an increased level of oxidative DNA damage; however, it is unclear whether increased DNA damage may be related to a greater degree of inflammation and insulin resistance. Thus, the aim of this present study was to investigate the relation of the impact of oxidative DNA damage, assessed by urinary 8-OHdG, on the levels of inflammatory cytokines, as well as insulin resistance. In addition, we also investigated the diagnostic ability of urinary 8-OHdG in the identification of microvascular complications in T2DM.A case-control study, enrolling 22 healthy controls and 54 subjects with T2DM, was performed to evaluate the relation between oxidative DNA damage and interleukin-6 (IL-6), IL-1,tumor necrosis factor-alpha (TNF-α), IL-10, and Homeostasis Model Assessment (HOMA-IR) index. T2DM patients presented higher urinary 8-OHdG, IL-6, IL-1, TNF-α levels and HOMA-IR, and lower IL-10 levels than control subjects. Moreover, urinary 8-OHdG levels were significantly higher in the group T2DM with microvascular complications when compared to the without complications. The areas under the curve for urinary 8-OHdG and urinary albumin were, respectively, 0.836 (P<0.001) and 0.786 (P=0.002). Thus, urinary 8-OHdG has a slightly higher ability to discriminate microvascular complications in T2DM compared with urinary albumin. It was also demonstrated that T2DM patients with higher median of urinary 8-OHdG had significantly elevated levels of IL-6, TNF-α and HOMA-IR, and decreased IL-10 levels. Our findings showed that T2DM patients with higher urinary 8-OHdG levels showed a greater inflammatory degree and higher insulin resistance. It is possible to speculate that T2DM patients present a cascade of events as increasing metabolic abnormalities such as insulin resistance and inflammatory activation, as well as increased ROS generation factors that may contribute directly to greater oxidative DNA damage.


Assuntos
Dano ao DNA , Diabetes Mellitus Tipo 2 , Angiopatias Diabéticas , Resistência à Insulina , Microvasos , Estresse Oxidativo/genética , 8-Hidroxi-2'-Desoxiguanosina , Biomarcadores/urina , Estudos de Casos e Controles , Citocinas/sangue , Desoxiguanosina/análogos & derivados , Desoxiguanosina/urina , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/imunologia , Angiopatias Diabéticas/genética , Angiopatias Diabéticas/imunologia , Angiopatias Diabéticas/urina , Feminino , Humanos , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Estresse Oxidativo/imunologia , Curva ROC
20.
Cardiology ; 132(4): 242-8, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26329389

RESUMO

OBJECTIVE: To assess the impact of aerobic fitness on exercise heart rate (HR) indices in an asymptomatic cohort across different body mass index (BMI) categories. METHODS: We performed a cross-sectional analysis of 506 working-class Brazilian subjects, free of known clinical cardiovascular disease(e.g. ischemic heart disease and stroke) who underwent an exercise stress test. RESULTS: There was a significant trend towards decreased HR at peak exercise, HR recovery and chronotropic index (CI) measures as BMI increased, but resting HR increased significantly across BMI categories. In multivariate analysis, the change in CI per unit change in metabolic equivalents of task was greater among the obese subjects than the normal-weight (2.7 vs. ­0.07; p interaction = 0.029)and overweight (2.7 vs. 0.7; p interaction = 0.044) subjects. A similar pattern was seen with peak HR and HR recovery, although the formal tests of interaction did not achieve statistical significance. CONCLUSION: Our findings strongly suggest that fitness is associated with a favorable HR profile and is modified by BMI. Intervention programs should place emphasis on fitness and not only on weight loss.


Assuntos
Diabetes Mellitus/epidemiologia , Teste de Esforço , Frequência Cardíaca/fisiologia , Obesidade/complicações , Fumar/epidemiologia , Adulto , Índice de Massa Corporal , Brasil , Estudos Transversais , Feminino , Humanos , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Fatores de Risco
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