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Schettini IVG, Barreto SM, Brant LCC, Ribeiro ALP, Mill JG, Rios DRA, Figueiredo RC. Use of Antihypertensive Drugs and Arterial Stiffness in the Longitudinal Study of Adult Health (ELSA-Brasil). Cardiovasc Drugs Ther 2025; 39:287-296. [PMID: 38085390 DOI: 10.1007/s10557-023-07529-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/17/2023] [Indexed: 03/30/2025]
Abstract
OBJECTIVE Evaluate the longitudinal association between BP control and the use of antihypertensive classes with arterial stiffness (AS) in Brazilian adults. METHODS This study included 1830 participants with arterial hypertension (1092 participants with controlled BP and 738 participants with uncontrolled BP) from the Longitudinal Study of Adult Health (ELSA-Brasil). AS was assessed by pulse wave velocity (PWV) and pulse pressure (PP) at baseline and repeated after approximately 9 years. Associations between AS and BP control and the use of antihypertensives, diuretics, angiotensin-converting enzyme inhibitors (ACEI), AT1 receptor blockers (ARB), calcium channel blockers (CCB), and beta blockers (in the population with controlled BP), at baseline were investigated using linear mixed-effects models. RESULTS Uncontrolled BP was associated with worse PWV and PP trajectory, respectively (β = 0.026 [0.008 to 0.036] / β = 0.273 [0.216 to 0.330]). Among the participants with controlled BP, using CCB (β = 0.031 [0.011 to 0.051]) was associated with a worse PWV trajectory, compared to not using this class and this combination, respectively. CONCLUSION BP control, regardless of the class of antihypertensive used is associated with a better AS trajectory, as assessed by PWV and PP. Among participants with controlled BP, the use of BCC, compared to not using this class, seems to be worse for the trajectory of PWV in individuals with arterial hypertension without cardiovascular disease. Further studies are needed to assess whether this effect results in a better prognosis for patients with arterial hypertension.
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Affiliation(s)
| | - Sandhi Maria Barreto
- Faculdade de Medicina & Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
| | | | - Antônio Luiz Pinho Ribeiro
- Faculdade de Medicina & Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
| | - José Geraldo Mill
- Departamento de Ciências Fisiológicas- Centro de Ciências da Saúde, Universidade Federal do Espírito Santo (UFES), Vitória, Brazil
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de Oliveira AB, Peres MFP, Mercante JPP, Brunoni AR, Wang YP, Molina MDCB, Uchiyama LK, Lotufo PA, Benseñor IM, Goulart AC. Associations of comorbid headache disorders and depression with leisure-time physical activity among 14,088 adults in The Brazilian Longitudinal Study of Adult Health. Headache 2025; 65:643-654. [PMID: 39523721 DOI: 10.1111/head.14868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/05/2024] [Accepted: 08/29/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND While headache disorders are linked to low physical activity levels, the impact of depression on this relationship is unclear. OBJECTIVE To assess how single and comorbid diagnoses of migraine and tension-type headache (TTH) interact with depression and leisure-time physical activity (LTPA) levels in The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). METHODS In this cross-sectional analysis based on the ELSA-Brasil baseline data, the relationship of migraine, TTH (both assessed with the International Classification of Headache Disorders, Second Edition), and depression (assessed with the Clinical Interview Schedule-Revised) with LTPA levels (International Physical Activity Questionnaire) was investigated by employing linear regression models. Models were adjusted for sociodemographic, lifestyle, and clinical covariates, and interaction terms were created to examine additive effects of comorbid conditions. RESULTS Among 14,088 participants, 54.4% (7668/14,088) were female, prevalence rates were: TTH = 39.6% (5573/14,088), migraine = 27.0% (3806/14,088), depression = 0.7% (94/14,088), depression + TTH = 1.1% (148/14,088), and depression + migraine = 2.5% (356/14,088). The mean (standard deviation) LTPA levels across the groups were: no headache + no depression = 148.7 (183.0) min/week, TTH = 133.5 (170.1) min/week, migraine = 110.3 (154.8) min/week, depression = 76.5 (146.3) min/week, depression + TTH = 84.5 (127.7) min/week, and depression + migraine = 64.3 (123.2) min/week. Negative associations were found for depression (β = -55.1, 95% confidence interval [CI] -93.6 to -17.0; p = 0.005), migraine (β = -24.7, 95% CI -33.2 to -15.4; p < 0.001), and TTH (β = -15.5, 95% CI -23.1 to -7.6; p < 0.001) with LTPA. No interaction effect was observed for depression + TTH (β = 36.0, 95% CI -12.6 to 84.6; p = 0.147) and depression + migraine (β = 31.7, 95% CI -11.3 to 74.7; p = 0.149), indicating no additive effect of comorbid conditions on LTPA levels. After adjusting for headache attack frequency, only depression + migraine remained negatively associated with LTPA (β = -38.7, 95% CI -71.6 to -5.8; p = 0.021). CONCLUSIONS Headache disorders and depression were independently and inversely associated with LTPA, with the strongest effects seen in depression alone or comorbid with migraine.
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Affiliation(s)
- Arão Belitardo de Oliveira
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Mario Fernando Prieto Peres
- Instituto de Psiquiatria, Hospital das Clinicas, Universidade de São Paulo, Sao Paulo, Brazil
- Instituto do Cérebro, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | - Juliane Prieto Peres Mercante
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Sao Paulo, Brazil
- Instituto de Psiquiatria, Hospital das Clinicas, Universidade de São Paulo, Sao Paulo, Brazil
- Instituto do Cérebro, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | - André R Brunoni
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Sao Paulo, Brazil
- Instituto de Psiquiatria, Hospital das Clinicas, Universidade de São Paulo, Sao Paulo, Brazil
- School of Medicine, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Yuan-Pang Wang
- Instituto de Psiquiatria, Hospital das Clinicas, Universidade de São Paulo, Sao Paulo, Brazil
| | | | - Lucas K Uchiyama
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Sao Paulo, Brazil
- School of Medicine, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Isabela M Benseñor
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Sao Paulo, Brazil
- School of Medicine, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Alessandra C Goulart
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Sao Paulo, Brazil
- School of Public Health, Universidade de Sao Paulo, Sao Paulo, Brazil
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Moraes EG, Generoso G, Bensenor IM, Santos RD, Santos IS, Goulart AC, Jones SR, Kulkarni KR, Blaha MJ, Toth PP, Lotufo PA, Bittencourt MS. Association of obesity and LDL subfractions evaluated by body mass index, waist circumference, and diabetes status: the ELSA-Brasil study. Diabetol Metab Syndr 2025; 17:83. [PMID: 40050922 PMCID: PMC11887076 DOI: 10.1186/s13098-025-01644-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 02/18/2025] [Indexed: 03/09/2025] Open
Abstract
Low-density lipoproteins (LDL) comprise a pool of particles with different densities that may have variable impact on atherogenesis. Studies suggest that obese individuals with elevated body mass index (BMI) and waist circumference (WC) have increased small and dense LDL subfractions (sdLDL-c). It is unclear if diabetes (T2D) and insulin resistance (IR) may modify this association. We included 4,111 (50.4 ± 8.6 years of age, 45.5% men) individuals with neither prior cardiovascular disease nor use of lipid-lowering medications. Total LDL-c and its subfractions (LDL1-c, LDL2-c, LDL3-c, and LDL4-c) were measured by vertical zonal ultracentrifugation. We considered the subfractions LDL1-c and LDL2-c as large buoyant LDL (lbLDL-c) and the subfractions LDL3-c and LDL4-c as sdLDL-c. We analyzed the association between LDL-c subclasses, BMI and WC using linear regression analysis and stratified by the presence of T2D and IR. For sdLDL-c, a direct association with hypertension, T2D, fasting plasma glucose, total cholesterol, LDL-c, and triglycerides was observed. In multivariate analysis, after adjustment for age, sex, race and triglycerides, the strong association of sdLDL-c with BMI (β 95% CI 0.16 (0,13-0,19)) and WC (β 95% CI 0.22 (0.19-0.26)) persisted. After stratification, the association of sdLDL-c and WC was present only in those with insulin resistance or diabetes. BMI showed a smaller impact than WC on this association. WC and BMI were strongly associated with sdLDL-c subfractions. Further, this association was modified by diabetes and insulin resistance status.
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Affiliation(s)
- Eugenio G Moraes
- Instituto do Coracao, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Giuliano Generoso
- Instituto do Coracao, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Isabela M Bensenor
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
- Department of Internal Medicine, University of São Paulo Medical School, São Paulo, Brazil
| | - Raul D Santos
- Instituto do Coracao, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Itamar S Santos
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
- Department of Internal Medicine, University of São Paulo Medical School, São Paulo, Brazil
| | - Alessandra C Goulart
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Steven R Jones
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | | | - Michael J Blaha
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Peter P Toth
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
- Preventive Cardiology, CGH Medical Center, Sterling, IL, USA
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
- The Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Marcio Sommer Bittencourt
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil.
- University Hospital, Av. Lineu Prestes, São Paulo, 2565, Brazil.
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Heidemann AI, Santos ABS, Bittencourt MS, Ribeiro ALP, Rohde LE, Lotufo PA, Duncan BB, Foppa M. Prevalence and Mortality of Heart Failure Stages in a Free-Living Older Adult Population: Data From the Brazilian Longitudinal Study of Adult Health. J Am Heart Assoc 2025; 14:e038993. [PMID: 39968789 DOI: 10.1161/jaha.124.038993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 12/20/2024] [Indexed: 02/20/2025]
Abstract
BACKGROUND Heart failure (HF) has a major impact on public health. HF staging helps capture preclinical disease and its progression to advanced stages. There are scarce data on HF staging from longitudinal studies in Latin America. This study aimed to determine the prevalence and mortality of HF stages in a Brazilian adult cohort of participants 60 years old and over. METHODS The ELSA-Brasil (Brazilian Longitudinal Study of Adult Health) multicentric cohort comprises 15 105 adults. From 2008 to 2010, ELSA carried out interviews and clinical, laboratory, and cardiovascular tests. In this analysis, we included participants 60 years old and over who had an echocardiogram performed at baseline visit and additional information regarding risk factors and functional capacity. RESULTS There were 2356 participants (65±4 years; 53% women) with baseline echocardiogram. Of these, 504 (21%) participants were considered at low risk for developing HF (stage 0). Prevalence of HF was 1026 (44%) for stage A (at risk for HF), 557 (24%) for stage B (pre-HF), and 269 (11%) for stage C (symptomatic HF), with different distribution between sexes (P<0.001). Multivariable risk-adjusted model for all-cause mortality over a median follow-up of 12 years, found 6%, 12%, 18%, and 27% for stages 0, A, B, and C, respectively, with hazard ratios of 1.82 [95% CI, 1.2-2.7], 2.52 [95% CI, 1.7-3.8], and 4.29 [95% CI, 2.8-6.6], using as reference stage 0. CONCLUSIONS The high prevalence of symptomatic, and preclinical HF in older adults and the increased mortality with disease progression may be responsible for an elevated public health burden. This information is critical for understanding and planning health policies for older adults in middle-income countries.
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Affiliation(s)
- Altair I Heidemann
- Post-Graduate Program in Cardiology and Cardiovascular Sciences, Medical School Universidade Federal do Rio Grande do Sul Porto Alegre RS Brazil
- Cardiology Division - Hospital de Clínicas de Porto Alegre RS Brazil
| | - Angela B S Santos
- Post-Graduate Program in Cardiology and Cardiovascular Sciences, Medical School Universidade Federal do Rio Grande do Sul Porto Alegre RS Brazil
- Cardiology Division - Hospital de Clínicas de Porto Alegre RS Brazil
| | - Marcio S Bittencourt
- Heart and Vascular Institute University of Pittsburgh Medical Center Pittsburgh PA United States
| | - Antonio L P Ribeiro
- Medical School and Telehealth Center, University Hospital Universidade Federal de Minas Gerais Belo Horizonte Brazil
| | - Luis E Rohde
- Post-Graduate Program in Cardiology and Cardiovascular Sciences, Medical School Universidade Federal do Rio Grande do Sul Porto Alegre RS Brazil
- Cardiology Division - Hospital de Clínicas de Porto Alegre RS Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, University Hospital University of São Paulo Brazil
| | - Bruce B Duncan
- Post-Graduate Program in Cardiology and Cardiovascular Sciences, Medical School Universidade Federal do Rio Grande do Sul Porto Alegre RS Brazil
- Post-Graduate Program in Epidemiology Universidade Federal do Rio Grande do Sul Porto Alegre RS Brazil
| | - Murilo Foppa
- Post-Graduate Program in Cardiology and Cardiovascular Sciences, Medical School Universidade Federal do Rio Grande do Sul Porto Alegre RS Brazil
- Cardiology Division - Hospital de Clínicas de Porto Alegre RS Brazil
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Samelli AG, Gonçalves NG, Padilha FYOMM, Guesser VM, Matas CG, Rabelo CM, Moreira RR, Santos IS, Lotufo PA, Bensenõr IJ, Gilsanz P, Suemoto CK. Hearing loss and cognitive decline in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) during eight years of follow-up. J Alzheimers Dis 2025; 104:283-293. [PMID: 39924876 DOI: 10.1177/13872877251315043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2025]
Abstract
BackgroundHearing loss (HL) of moderate or higher grades is common in older adults with increasing prevalence as people age, rising from 12% at the age of 60 years to over 58% at 90 years. HL in midlife is one of the main potentially modifiable risk factors for dementia. It is estimated that 7% of dementia cases globally could be avoided if this risk factor was eliminated. However, much of the research conducted has been in high-income countries even though low- and middle-income countries have the highest prevalence of dementia.ObjectiveTo study the association between HL and cognitive decline during eight years of follow-up in a Brazilian sample.MethodsParticipants from the São Paulo center of the Brazilian Longitudinal Study of Adult Health were evaluated in three study waves (2008-10, 2012-14, and 2017-19). HL was defined as pure-tone audiometry above 25 dB in the better ear. Cognitive performance was evaluated with six tests related to memory, verbal fluency, and trail-making tests. A global cognitive z-score was derived from these tests. The association between HL and cognitive decline was evaluated with linear mixed-effects models adjusted for sociodemographic, lifestyle, and clinical factors.ResultsOf 805 participants (mean age 51 ± 9 years, 52% women, 60% White), 62 had HL. During follow-up, HL was associated with faster global cognitive decline (β = -0.012, 95% CI = -0.023; 0.000, p = 0.039).ConclusionsHL was significantly associated with a faster rate of global cognitive decline after a median follow-up of eight years in a sample of middle-income country.
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Affiliation(s)
- Alessandra Giannella Samelli
- Department of Physical Therapy, Speech-Language-Hearing Pathology Sciences, and Occupational Therapy, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | - Natalia Gomes Gonçalves
- Division of Geriatrics, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | | | - Vitor Martins Guesser
- Department of Physical Therapy, Speech-Language-Hearing Pathology Sciences, and Occupational Therapy, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | - Carla Gentile Matas
- Department of Physical Therapy, Speech-Language-Hearing Pathology Sciences, and Occupational Therapy, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | - Camila Maia Rabelo
- Department of Physical Therapy, Speech-Language-Hearing Pathology Sciences, and Occupational Therapy, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | | | - Itamar S Santos
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
- Department of Internal Medicine, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | - Paulo Andrade Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
- Department of Internal Medicine, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | - Isabela J Bensenõr
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
- Department of Internal Medicine, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
| | - Paola Gilsanz
- Division of Research, Kaiser Permanente Northern California, Pleasanton, USA
| | - Claudia Kimie Suemoto
- Division of Geriatrics, Faculty of Medicine (FMUSP), University of São Paulo, São Paulo, Brazil
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Meneghini V, Tebar WR, Santos IS, Janovsky CCPS, Varella AC, Lotufo PA, Sgarbi JA, Teixeira PFS, Benseñor IM. Thyroid peroxidase antibodies were associated with prevalent carotid intima-media thickness in middle-age and older adults: the ELSA-Brasil cohort. J Endocrinol Invest 2025; 48:597-606. [PMID: 39382627 DOI: 10.1007/s40618-024-02475-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 10/04/2024] [Indexed: 10/10/2024]
Abstract
PURPOSE Understanding the relationship between antithyroperoxidase antibodies (TPOAb) and carotid intima-media thickness (cIMT) could provide insights into the mechanisms linking thyroid autoimmunity and cardiovascular disease. We aimed to explore the association of multiple categories of TPOAb with the increased cIMT at baseline and at follow-up in participants from the ELSA-Brasil Study. METHODS This prospective cohort study analyzed data from 9,264 participants (51.5 ± 8.9 years old, 55.9% women) without a history of cardiovascular disease. Fasting serum TPOAb levels were determined. Values of cIMT equal to or above one deviation standard of the sample's mean were classified as increased cIMT at baseline. The increased cIMT after the 8-year follow-up was calculated after excluding participants with increased cIMT at baseline. Multivariate analyses were done using binary logistic and Poisson regression models. RESULTS The increased cIMT was prevalent in 14.3% of the participants at baseline and its development occurred in 16.8% participants during the cohort. After adjustment for all confounder variables, TPOAb detectability (OR = 1.84, 95%CI = 1.21-2.79), and low detectable (OR = 1.81, 95%CI = 1.18-2.75), high detectable (OR = 2.01, 95%CI = 1.29-3.11) and positive (OR = 1.70, 95%CI = 1.07-2.70) TPOAb were positively associated with increased cIMT at baseline. The associations of low and high detectable TPOAb and increased cIMT at baseline were consistent when excluding those with thyroid dysfunction. There was no statistically significant association between TPOAb levels and increased cIMT at follow-up (p > 0.05), neither for all sample nor for euthyroid individuals. CONCLUSION Different levels of TPOAb, including its detectability, were associated with increased cIMT at baseline in the studied sample. We highlight that may be relevant to consider the levels of TPOAb detectability as possible marker of increased cardiovascular risk.
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Grants
- baseline grants: 01 06 0010.00 RS, 01 06 0212.00 BA, 01 06 0300.00 ES, 01 06 0278.00 MG, 01 06 0115.00 SP, and 01 06 0071.00 RJ; 8-year follow-up grants: 405551/2015-0 BA, 405544/2015-4 RJ, 405547/2015-3 SP, 405552/2015-7 MG, 405543/2015-8 ES, and 405545/2015-0 RS Ministério da Saúde
- 2011/12256-4 e 2019/23734-6 Fundação de Amparo à Pesquisa do Estado de São Paulo
- 2021/04416-3 Fundação de Amparo à Pesquisa do Estado de São Paulo
- 2021/06798-0 Fundação de Amparo à Pesquisa do Estado de São Paulo
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Affiliation(s)
- Vandrize Meneghini
- Center for Clinical and Epidemiological Research, Universidade de São Paulo, São Paulo, SP, Brazil
| | - William R Tebar
- Center for Clinical and Epidemiological Research, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Itamar S Santos
- Center for Clinical and Epidemiological Research, Universidade de São Paulo, São Paulo, SP, Brazil
- Department of Internal Medicine, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Carolina C P S Janovsky
- Center for Clinical and Epidemiological Research, Universidade de São Paulo, São Paulo, SP, Brazil
- Division of Endocrinology, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Ana C Varella
- Center for Clinical and Epidemiological Research, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, Universidade de São Paulo, São Paulo, SP, Brazil
- Department of Internal Medicine, Universidade de São Paulo, São Paulo, SP, Brazil
| | - José A Sgarbi
- Division of Endocrinology and Metabolism, Department of Medicine, Faculdade de Medicina de Marilia, Marilia, SP, Brazil
| | - Patrícia F S Teixeira
- Faculty of Medicine, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Isabela M Benseñor
- Center for Clinical and Epidemiological Research, Universidade de São Paulo, São Paulo, SP, Brazil.
- Department of Internal Medicine, Universidade de São Paulo, São Paulo, SP, Brazil.
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Protásio PSPDGV, Almeida MDC, Maestri MK, da Silva Junior GB, Alvim S, Brunoni AR, Vidal KSM, Aquino EML, Lotufo PA, Barreto SM, Schmidt MI, Lopes AA. Exploring Associations between Race/Ethnicity and Glaucoma Prevalence in a Multicenter Brazilian Study: The ELSA-Brasil. Ethn Dis 2025; 35:27-34. [PMID: 40124638 PMCID: PMC11928023 DOI: 10.18865/ethndis-2024-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2025] Open
Abstract
Purpose Previous research indicates a higher prevalence of glaucoma in Black individuals of African descent. However, the association between race and glaucoma in Brazil's multiracial population remains underexplored. This study examines this association and seeks to identify preventable factors potentially influencing prevalence differences among racial groups in Brazil, should such difference be found. Methods Employing a cross-sectional design, data were analyzed from 10,696 participants in the multicenter Brazilian Longitudinal Study of Adult Health (2008-2010) who self-identified their race as White, Black, mixed race (pardo), Asian, or Indigenous and completed an ophthalmological questionnaire including their self-reported glaucoma status (yes or no). Poisson regression was used to estimate prevalence ratios (PRs) with robust SEs and adjustments for sociodemographic characteristics and the presence of diabetes, hypertension, and obesity. Results The prevalence of glaucoma was 5.8% in Black (86/1483), 3.8% in mixed race (101/2688), 3.8% in indigenous (4/106), 3.5% in Asian (10/288), and 2.4% in White (145/6131) populations. Compared with Whites, Blacks and mixed-race individuals were younger. Age-adjusted prevalence was 175% higher in Black individuals (PR=2.75, 95% confidence interval [CI]: 2.12, 3.56) and 85% higher in mixed-race individuals (PR=1.85, 95% CI: 1.44, 2.36) compared with Whites. The strength of these associations was reduced in models including the comorbidities of obesity, hypertension, and diabetes, which are more prevalent in Black and mixed-race individuals. Conclusions Our results reveal a higher prevalence of self-reported glaucoma in non-White groups, especially among Black and mixed-race individuals. Although causality cannot be conclusively established, our data suggest that the increased prevalence of glaucoma in these groups, compared with their White peers, is partially influenced by preventable health conditions.
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Affiliation(s)
- Patrícia Sena P. de G. V. Protásio
- Programa de Pós Graduação em Medicina e Saúde (PPGMS), Universidade Federal da Bahia (UFBA), Salvador, Brazil
- Serviço de Oftalmologia, Hospital de Olhos Ruy Cunha (DAY HORC), Salvador, Brazil
- Serviço de Oftalmologia, Instituto de Olhos Freitas (IOF), Salvador, Brazil
- Serviço de Oftalmologia, Serviço Médico Universitário Rubens Brasil (SMURB) da Universidade Federal da Bahia (UFBA), Salvador, Brazil
| | | | - Marcelo Krieger Maestri
- Professor de Oftalmologia, Departamento de Oftalmologia e Otorrinolaringologia, Faculdade de Medicina (FAMED), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | | | - Sheila Alvim
- Instituto de Saúde Coletiva, Universidade Federal da Bahia (UFBA), Salvador, Brazil
| | - André R. Brunoni
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da USP, São Paulo, Brazil
| | - Kallene S. M. Vidal
- Departamento e Instituto de Psiquiatria, Hospital das Clínicas da Faculdade de Medicina da USP, São Paulo, Brazil
| | - Estela M. L. Aquino
- Instituto de Saúde Coletiva, Universidade Federal da Bahia (UFBA), Salvador, Brazil
| | - Paulo A. Lotufo
- Centro de Pesquisa Clínica e Epidemiologica, Hospital Universitario, Universidade de São Paulo (USP), São Paulo, Brazil
| | - Sandhi M. Barreto
- Medical School and Clinical Hospital/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Maria Inês Schmidt
- Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Antonio Alberto Lopes
- Programa de Pós Graduação em Medicina e Saúde (PPGMS), Universidade Federal da Bahia (UFBA), Salvador, Brazil
- Núcleo de Epidemiologia Clínica e Medicina Baseada em Evidências, Hospital Universitário Professor Edgard Santos (HUPES), UFBA, Salvador, Brazil
- Departamento de Medicina Interna, Faculdade de Medicina da Bahia, Salvador, Brazil
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de Paula D, Evenson KR, Feter N, Griep RH, Queiroz CO, Dos Reis RCP, Duncan BB, Schmidt MI. Daily steps, activity, sedentary and sleep behaviors associations with all-cause mortality: The ELSA-Brasil study. Prev Med 2025; 192:108241. [PMID: 39923902 DOI: 10.1016/j.ypmed.2025.108241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 02/03/2025] [Accepted: 02/04/2025] [Indexed: 02/11/2025]
Abstract
BACKGROUND Although movement behaviors are linked to mortality risk, few studies investigated the associations between daily steps and movement behaviors and all-cause mortality in low- and middle-income countries. OBJECTIVE We investigated associations of step count, total activity volume, moderate-and-vigorous physical activity (MVPA), light-intensity physical activity (LPA), sedentary behavior, sleep duration, and various isotemporal substitutions with all-cause mortality in middle-aged and older Brazilian adults. METHODS ELSA-Brasil cohort study 3rd wave (2017-2019) participants wore an ActiGraph wGT3X-BT on the waist for seven days and completed a sleep diary. We followed participants to January 1st, 2024. Using Cox regression models, we estimated adjusted hazard ratios (HR). Using compositional data analysis, we examined changes in mortality associated with isotemporal substitutions. RESULTS Overall, 8832 participants (55.8 % female, age 59.2 ± 8.6) were followed for a median of 5.43 person-years (total 46,793.2), with 216 deaths. All behaviors except sleep showed curvilinear associations with mortality. Mortality declined with a plateauing effect at a daily total activity volume of 15.9 millii-g (HR 0.36, reference 7.83), 7300 steps (HR 0.48, reference 3881), 49.4 MVPA minutes (HR 0.28, reference 11.34), and 245.8 LPA minutes (HR 0.67, reference 135.6). Engaging in less than 842 sedentary behavior minutes/day was linked with an HR of 0.67. Reallocating 10 daily minutes from other behaviors to MVPA showed a consistent 10 % decrease in mortality. CONCLUSION In Brazilian adults, step count, total activity volume, MVPA, LPA, and sedentary behavior were non-linearly associated with lower mortality. Reallocating any time from other behaviors to MVPA predicted lower mortality.
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Affiliation(s)
- Danilo de Paula
- Post Graduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Brazil; Center for Clinical Research, Hospital de Clínicas de Porto Alegre, Brazil
| | - Kelly R Evenson
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Natan Feter
- Post Graduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Brazil; Center for Clinical Research, Hospital de Clínicas de Porto Alegre, Brazil
| | - Rosane Harter Griep
- Environment and health education laboratory, Oswaldo Cruz Institute, Fundação Oswaldo Cruz do Rio de Janeiro, Brazil
| | - Ciro Oliveira Queiroz
- Post Graduate Program in Physical Education, Universidade Estadual do Sudoeste da Bahia, Brazil
| | - Rodrigo Citton Padilha Dos Reis
- Post Graduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Brazil; Department of Statistics, Universidade Federal do Rio Grande do Sul, Brazil
| | - Bruce Bartholow Duncan
- Post Graduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Brazil; Center for Clinical Research, Hospital de Clínicas de Porto Alegre, Brazil
| | - Maria Inês Schmidt
- Post Graduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Brazil; Center for Clinical Research, Hospital de Clínicas de Porto Alegre, Brazil.
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Assis BCSD, Barreto SM, Griep RH, Patrão AL, Giatti L, Camelo LV. [Does race/skin color modify the effect of intergenerational educational mobility on life satisfaction and family income? ELSA-Brasil results]. CAD SAUDE PUBLICA 2025; 41:e00092924. [PMID: 40008707 PMCID: PMC11863632 DOI: 10.1590/0102-311xpt092924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 08/15/2024] [Accepted: 09/24/2024] [Indexed: 02/27/2025] Open
Abstract
Using data from 12,987 participants of the second visit of ELSA-Brasil (2012-2014), we investigated whether race/skin color (white, mixed-race, black) modifies the association of intergenerational educational mobility with life satisfaction and average per capita income. Intergenerational educational mobility was assessed by comparing maternal schooling with that of participants. The Satisfaction with Life Scale (satisfied versus dissatisfied) was used to assess satisfaction with life. The prevalence of dissatisfaction with life was higher in black (13.5%) and mixed-race people (12.4%) than in white ones (9.2%). After adjusting for age, sex, marital status, and research center, upward educational mobility was associated with 32% odds (OR = 0.68; 95%CI: 0.53-0.86) of lower levels of dissatisfaction with life when compared to the stable-low trajectory, but this association only occurred for white people. The stable-high trajectory was associated with 31% (OR = 0.69; 95%CI: 0.56-0.86) and 29% (OR = 0.71; 95%CI: 0.54-0.95) odds of lower rates of dissatisfaction with life in white and mixed-race people, respectively. Black individuals showed no association between social mobility and life satisfaction. Consistent with these findings, upward and stable-high educational trajectories were associated with higher per capita family income in white people and lower income in black individuals. Results reinforce that structural racism reduces the benefits of educational mobility regarding life satisfaction and income in black and mixed-race people when compared to the benefits for white people.
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Affiliation(s)
| | - Sandhi Maria Barreto
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
- Hospital das Clínicas. Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
| | | | - Ana Luísa Patrão
- Faculdade de Psicologia e de Ciências da Educação da Universidade do Porto, Porto, Portugal
| | - Luana Giatti
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
- Hospital das Clínicas. Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
| | - Lidyane V Camelo
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
- Hospital das Clínicas. Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
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10
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Tebar WR, Meneghini V, Goulart AC, Santos IS, Santos RD, Bittencourt MS, Generoso G, Pereira AC, Blaha MJ, Jones SR, Toth PP, Lotufo PA, Bensenor IM. Lipoprotein subfractions and carotid plaque: NMR analysis of triglyceride-rich vs LDL particle size concentrations (ELSA-Brasil study). J Clin Lipidol 2025:S1933-2874(25)00038-8. [PMID: 40118711 DOI: 10.1016/j.jacl.2025.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 02/04/2025] [Accepted: 02/12/2025] [Indexed: 03/23/2025]
Abstract
BACKGROUND This study analyzed the cross-sectional association of elevated concentrations of low-density lipoprotein particles (LDLp) and triglyceride-rich lipoprotein particles (TRLp) with carotid artery plaque (CAP) in the ELSA-Brasil cohort. METHODS Data from 3801 participants (median age: 50.0 years [interquartile range 44.0-57.0], 54.3% women) with no prior history of cardiovascular disease nor use of lipid-lowering medications were analyzed. CAP was assessed by ultrasonography, while nuclear magnetic resonance (NMR) spectroscopy was used to measure LDLp and TRLp concentrations according to size. Poisson regression models characterized the association of elevated lipid concentrations (≥1 SD above the mean) with CAP, adjusted for sociodemographic variables, cardiovascular risk factors, and for the concentration of high-density lipoprotein particles (HDLp), LDLp, and TRLp. RESULTS The frequency of CAP was 33.9% (n = 1,287). Elevated concentrations of total TRLp (prevalence ratio [PR]:1.05 [95% CI:1.01-1.10]) and small-sized TRLp (PR:1.23 [95% CI:1.11-1.36]) were associated with CAP, but lost significance after adjustment for LDLp. Elevated LDLp concentration was associated with CAP in total (PR:1.10 [95% CI:1.05-1.15]) and in all the different sizes (large [PR:1.09], medium [PR:1.11] and small [PR:1.09]), regardless of TRLp. When both LDLp and TRLp were simultaneously included in a dedicated model, only LDLp remained associated with CAP (PR:1.11 [95% CI: 1.06-1.16]). By particle size, elevated small TRLp and elevated LDLp in all sizes were associated with CAP even when mutually adjusted. CONCLUSION The elevated concentration of small TRLp seems to portend an incremental residual likelihood of prevalent CAP beyond LDLp, whereas the association of LDLp with CAP remained consistent beyond classical risk factors and NMR-assessed HDLp and TRLp concentration.
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Affiliation(s)
- William R Tebar
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor).
| | - Vandrize Meneghini
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor)
| | - Alessandra C Goulart
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor); Department of Epidemiology, School of Public Health, Universidade de São Paulo, São Paulo, Brazil
| | - Itamar S Santos
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor)
| | - Raul D Santos
- Lipid Clinic Heart Institute (InCor) University of São Paulo Medical School Hospital, São Paulo, SP, Brazil (Dr R.D. Santos)
| | - Marcio S Bittencourt
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor)
| | - Giuliano Generoso
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor)
| | - Alexandre C Pereira
- Laboratório de Genética e Cardiologia Molecular, Instituto do Coração de São Paulo (InCor), Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil (Dr Pereira)
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA (Drs Blaha, Jones, and Toth)
| | - Steven R Jones
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA (Drs Blaha, Jones, and Toth)
| | - Peter P Toth
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA (Drs Blaha, Jones, and Toth); Department of Preventive Cardiology, CGH Medical Center, Sterling, IL, USA (Dr Toth)
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor)
| | - Isabela M Bensenor
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo (USP), São Paulo, SP, Brazil (Drs Tebar, Meneghini, Goulart, I.S. Santos, Bittencourt, Generoso, Lotufo, and Bensenor)
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11
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Carnauba RA, Sarti FM, Coutinho CP, Hassimotto NM, Marchioni DM, Lotufo PA, Bensenor IM, Lajolo FM. Associations Between Polyphenol Intake, Cardiometabolic Risk Factors and Metabolic Syndrome in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). J Nutr 2025; 155:570-579. [PMID: 39608609 DOI: 10.1016/j.tjnut.2024.11.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 11/13/2024] [Accepted: 11/20/2024] [Indexed: 11/30/2024] Open
Abstract
BACKGROUND Fruit- and vegetable-rich diets may protect against metabolic syndrome (MetS), partly due to their high polyphenol content. OBJECTIVES This study examined the association between dietary polyphenol intake, MetS risk, and cardiometabolic factors in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). METHODS A total of 6387 participants (mean age 49.8 y, 65% female) were included. Food intake was assessed via a semiquantitative Food Frequency Questionnaire with polyphenol content from the Phenol-Explorer database. MetS was defined using the Joint Interim Statement. Logistic regressions assessed associations between polyphenol intake tertiles and cardiometabolic risk factors, as well as the odds of MetS during the follow-up period. RESULTS During a median of 8.19 y follow-up, 2031 cases of MetS occurred. The second and third tertiles of total polyphenol intake were associated with 22% and 23% lower odds of MetS, respectively, after adjusting for sociodemographic, lifestyle, and dietary factors (T2 vs. T1, odds ratio [OR] 0.78 [95% confidence interval {CI}: 0.68, 0.90]; T3 vs. T1, OR 0.77 [0.66, 0.90]). Inverse associations were also found between phenolic acids, lignans, stilbenes, other polyphenols, and the odds of MetS. Although no significant link was observed for total flavonoids, flavan-3-ols showed inverse associations with MetS (monomers: T3 vs. T1, OR 0.92 [0.80, 0.94]; dimers to polymers: T3 vs. T1, OR 0.82 [0.70, 0.96]). Total polyphenol intake was also inversely associated with waist-hip ratio, diastolic blood pressure, systolic blood pressure, HOMA-IR, triglycerides, and C-reactive protein, and positively associated with total cholesterol, LDL cholesterol, and HDL cholesterol. CONCLUSIONS Higher intakes of dietary polyphenols, particularly phenolic acids, lignans, stilbenes, other polyphenols, and flavan-3-ols, were inversely associated with the odds of MetS and its components. These findings suggest that promoting polyphenol-rich diets could be a valuable strategy in reducing cardiometabolic risk and preventing MetS in the population, potentially informing dietary guidelines and public health interventions.
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Affiliation(s)
- Renata A Carnauba
- Department of Food Science and Experimental Nutrition, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil; Food Research Center, CEPID-FAPESP (Research Innovation and Dissemination Centers, São Paulo Research Foundation), São Paulo, Brazil.
| | - Flavia M Sarti
- Center for Research in Complex Systems Modeling, School of Arts, Sciences and Humanities, University of São Paulo, São Paulo, Brazil
| | - Camille P Coutinho
- Department of Food Science and Experimental Nutrition, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil; Food Research Center, CEPID-FAPESP (Research Innovation and Dissemination Centers, São Paulo Research Foundation), São Paulo, Brazil
| | - Neuza Ma Hassimotto
- Department of Food Science and Experimental Nutrition, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil; Food Research Center, CEPID-FAPESP (Research Innovation and Dissemination Centers, São Paulo Research Foundation), São Paulo, Brazil
| | - Dirce M Marchioni
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, University of Sao Paulo, São Paulo, Brazil
| | - Isabela M Bensenor
- Department of Internal Medicine, School of Medicine, University of Sao Paulo, São Paulo, Brazil
| | - Franco M Lajolo
- Department of Food Science and Experimental Nutrition, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil; Food Research Center, CEPID-FAPESP (Research Innovation and Dissemination Centers, São Paulo Research Foundation), São Paulo, Brazil
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12
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Santos C, Maia H, Pitanga F, de Almeida M, da Fonseca M, de Aquino E, Cardoso L, Griep R, Barreto S, Suemoto C, Lotufo P, Bensenor I, de Matos S. Hand Grip Strength Cut-Off Points as a Discriminator of Sarcopenia and Sarcopenic Obesity: Results from the ELSA-Brasil Cohort. J Cachexia Sarcopenia Muscle 2025; 16:e13723. [PMID: 39966694 PMCID: PMC11835543 DOI: 10.1002/jcsm.13723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 11/26/2024] [Accepted: 12/08/2024] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Hand grip strength (HGS) may represent an epidemiologically relevant alternative as an initial screening tool for sarcopenia and sarcopenic obesity. However, no study evaluated the performance capacity of HGS compared to other biomarkers in discriminating these conditions in adults. OBJECTIVE The study aimed to evaluate the performance of HGS as discriminator of sarcopenia and sarcopenic obesity, compared to urinary biomarkers of creatinine and potassium in 24 h for Brazilian adults. METHODS Cross-sectional study. Women (n = 5431) and men (n = 6351) aged 38-79 years who participated in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) at second follow-up of the cohort (2012-2014). The area under the receiver operating characteristic curve (AUC) and the respective 95% confidence intervals were calculated for men and women in different age groups to assess the performance of HGS as a discriminator of sarcopenia and sarcopenic obesity, compared to the biomarkers of potassium and creatinine in urine in 24 h. The outcomes were classified based on the skeletal muscle mass index (BMI/height2) and fat percentage, estimated from the bioimpedance analysis data. Sensitivity, specificity and Brier score were calculated for each estimated HGS cut-off point. RESULTS It can be observed that 18.20% (15.51% women; 21.34% men) of the population showed a decline in skeletal muscle mass (sarcopenia). Of this total, 11.61% (10.52% women; 12.89% men) presented the isolated outcome of sarcopenia and 6.59% (4.99% women; 8.45% men) of sarcopenic obesity. The HGS areas under the ROC Curve ranged from 0.54 (CI = 0.493-0.596) to 0.76 (CI = 0.650-0.878) according to sex and age group. HGS performance compared to biomarkers was significantly higher in virtually all strata and outcomes analysed. The cut-off points that demonstrated greater accuracy and better performance in outcome discrimination were ≤ 42, ≤ 41, ≤ 38 and ≤ 36 kgf among males aged 38-44 years, 45-54 years, 55-64 years and 65-79 years, respectively. For women in the same age groups, HGS cut-offs were ≤ 26, ≤ 23, ≤ 23 and ≤ 21 kgf, respectively. CONCLUSIONS The results suggest that HGS is a good discriminator of sarcopenia and sarcopenic obesity, capable of achieving superior or equal performance to muscle mass biomarkers, especially in middle-aged adults.
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Grants
- Brazilian Ministry of Health
- 01 06 0010.00 Brazilian Ministry of Science, Technology and Innovation
- and 01.10.0643.03 Brazilian Ministry of Science, Technology and Innovation
- 01 06 0212.00 Brazilian Ministry of Science, Technology and Innovation
- 01.10.0742-00 Brazilian Ministry of Science, Technology and Innovation
- 01 06 0300.00 Brazilian Ministry of Science, Technology and Innovation
- 01.12.0284.00 Brazilian Ministry of Science, Technology and Innovation
- 01 06 0278.00 Brazilian Ministry of Science, Technology and Innovation
- 01 10 0746 00 Brazilian Ministry of Science, Technology and Innovation
- 01 06 0115.00 Brazilian Ministry of Science, Technology and Innovation
- 01.10.0773-00 Brazilian Ministry of Science, Technology and Innovation
- 01 06 0071. Brazilian Ministry of Science, Technology and Innovation
- 01.11.0093.01 Brazilian Ministry of Science, Technology and Innovation
- Brazilian Ministry of Health
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Affiliation(s)
- Clarice Alves Santos
- Department of Biological SciencesState University of the Southwest of BahiaJequiéBahiaBrazil
| | - Helena Fraga Maia
- Department of Life SciencesState University of BahiaSalvadorBahiaBrazil
| | | | | | | | | | | | - Rosane Harter Griep
- Laboratory of Health and Environment EducationOswaldo Cruz InstituteRio de JaneiroBrazil
| | - Sandhi Maria Barreto
- Faculty of Medicine & Clinical HospitalFederal University of Minas GeraisBelo HorizonteMinas GeraisBrazil
| | - Claudia Kimie Suemoto
- Division of GeriatricsUniversity of São Paulo, Faculdade de MedicinaSão PauloBrazil
- Center for Clinical and Epidemiological ResearchUniversity of São PauloSão PauloBrazil
| | - Paulo Lotufo
- Center for Clinical and Epidemiological ResearchUniversity of São PauloSão PauloBrazil
| | - Isabela Bensenor
- Center for Clinical and Epidemiological ResearchUniversity of São PauloSão PauloBrazil
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13
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Silva EKPD, Barreto SM, Camelo LDV, Brant LCC, Maria de Araújo E, Figueiredo RC, Fonseca MDJMD, Griep RH, Giatti L. Racial and gender inequities in the control of arterial hypertension in ELSA-Brasil: An intersectional approach. Soc Sci Med 2025; 367:117764. [PMID: 39908855 DOI: 10.1016/j.socscimed.2025.117764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 01/21/2025] [Accepted: 01/23/2025] [Indexed: 02/07/2025]
Abstract
This study investigated the association of the intersectional categories of gender-race/color with inadequate blood pressure (BP) control in Brazilian adults using antihypertensive drugs to treat hypertension. This is a cross-sectional analysis conducted with 4448 participants living with hypertension from visit 2 (2012-2014) of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) undergoing pharmacological treatment. The association of the intersectional categories - White woman, Brown woman, Black woman, White man, Brown man, Black man - with inadequate BP control (systolic BP levels ≥140 mmHg and/or diastolic BP levels ≥90mmH) was estimated by the prevalence ratio (PR) and 95% confidence interval (95% CI) obtained by generalized linear models with Poisson distribution, adjusted covariates. The age-standardized prevalence of inadequate BP control ranged from 18.9% (White women) to 35.6% (Black men). After adjusting for sociodemographic characteristics, health-related behavior, health conditions, and the class number of antihypertensive medications, compared to White women, Black men (PR: 1.49 95% CI: 1.26-1.75), Brown men (PR: 1.42 95% CI: 1.18-1.72), Black women (PR: 1.36 95% CI: 1.12-1.65), and White men (PR: 1.32 95% CI: 1.09-1.60) showed poorer BP control. Results corroborate a higher prevalence of inadequate BP control in Black and Brown men. Furthermore, this intersectional approach evidenced that the prevalence of inadequate BP control in Black women is higher than that in White men, when compared to White women. Findings highlight that, for the development of more equitable BP control strategies, one must consider the specificities of socially marginalized intersectional groups, especially Black men and women.
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Affiliation(s)
- Etna Kaliane Pereira Da Silva
- Center of Biological and Health Sciences, Universidade Federal do Oeste da Bahia, Rua Professor José Seabra de Lemos 316, Recanto dos Passaros. CEP 47808-021, Barreiras, BA, Brazil
| | - Sandhi Maria Barreto
- Faculty of Medicine & Clinical Hospital/Ebserh, Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena 190, Santa Efigênia, CEP 30130-100, Belo Horizonte, MG, Brazil
| | - Lidyane do Valle Camelo
- Faculty of Medicine & Clinical Hospital/Ebserh, Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena 190, Santa Efigênia, CEP 30130-100, Belo Horizonte, MG, Brazil
| | - Luisa Campos Caldeira Brant
- Faculty of Medicine. Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena 190, Santa Efigênia, CEP 30130-100, Belo Horizonte, MG, Brazil
| | - Edna Maria de Araújo
- Department of Health, Universidade Estadual de Feira de Santana. Avenida Transnordestina s/n, Novo Horizonte, CEP 44031460, Feira de Santana, BA, Brazil
| | - Roberta Carvalho Figueiredo
- Universidade Federal de São João Del Rei, Campus Dona Lindu, Rua Sebastião Gonçalves Coelho 400, Chanadour, CPE 35501-296, Brazil
| | - Maria De Jesus Mendes Da Fonseca
- National School of Public Health, Fundação Oswaldo Cruz, Rua Leopoldo Bulhões 1480, 8° andar sala 818, Manguinhos, CEP 21041210, Rio de Janeiro, RJ, Brazil
| | - Rosane Harter Griep
- Laboratory of Health and Environment Education, Fundação Oswaldo Cruz, Avenida Brasil 4365, Pavilhão Lauro Travassos, Manguinhos, CEP 21040900, Rio de Janeiro, RJ, Brazil
| | - Luana Giatti
- Faculty of Medicine & Clinical Hospital/Ebserh, Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena 190, Santa Efigênia, CEP 30130-100, Belo Horizonte, MG, Brazil.
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14
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Palchetti CZ, Gonçalves NG, Suemoto CK, Santos IS, Lotufo PA, Bensenor IM, Marchioni DML. Serum folate levels, but not vitamin B12, are associated with slower progression in carotid intima-media thickness in a population exposed to mandatory folic acid fortification. Clin Nutr ESPEN 2025; 65:144-151. [PMID: 39613158 DOI: 10.1016/j.clnesp.2024.11.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 10/21/2024] [Accepted: 11/24/2024] [Indexed: 12/01/2024]
Abstract
BACKGROUND&AIMS Folate and vitamin B12 are vitamins involved in one carbon metabolism. Carotid intima-media thickness (cIMT) is a non-invasive test and an early atherosclerosis marker. The relationship between these vitamins and cIMT is not well established. This study aimed to investigate the association between baseline vitamins and cIMT changes during a median follow-up of 8 years. METHODS Prospective cohort study involving 5061 ELSA-Brasil participants from São Paulo state aged 35-74 years at baseline. Serum folate and vitamin B12 levels and dietary intake were assessed at baseline. Ultrasound cIMT measurements were performed at baseline and wave 3. Linear mixed-effects models, adjusted for covariables, assessed the association between vitamins at baseline and changes in cIMT. RESULTS 4260 participants were included; mean (SD) age was 51.4 (8.9) years and 54.5 % were women. Folate (0.02 %) and vitamin B12 (2.6 %) deficiencies were almost nonexistent. Participants in the 4th quartile of serum folate had a slower cIMT increase during 8 years of follow-up than those in the 1st quartile (1st vs. 4th quartile comparison: β (95 % CI): -0.015 (-0.026; -0.004), P: 0.006 for model 3). These findings remained the same after sensitivity analysis for overall dietary supplements and specifically multivitamins use. No association was found between vitamin B12 biomarker and the outcome. Dietary folate intake was also not associated with cIMT changes. CONCLUSION In this population exposed to mandatory folic acid food fortification, prevalence of vitamins deficiencies was very low. Highest quartile of serum folate seemed to slow down the increment of cIMT measurements over time.
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Affiliation(s)
- Cecília Zanin Palchetti
- Department of Nutrition, Faculty of Public Health, University of São Paulo, São Paulo, Brazil.
| | | | | | - Itamar S Santos
- Center for Clinical and Epidemiological Research, University Hospital, University of Sao Paulo Medical School, São Paulo, Brazil
| | - Paulo Andrade Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of Sao Paulo Medical School, São Paulo, Brazil
| | - Isabela M Bensenor
- Center for Clinical and Epidemiological Research, University Hospital, University of Sao Paulo Medical School, São Paulo, Brazil
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15
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Silva JK, Aguiar OBD, Diniz MDFHS, Braga JU, Griep RH, Fonseca MDJMD. [Performance of the "a body shape index" as a discriminator of obesity and sarcopenic obesity - ELSA-Brasil]. CIENCIA & SAUDE COLETIVA 2025; 30:e03162023. [PMID: 39879443 DOI: 10.1590/1413-81232025301.03162023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 10/16/2023] [Indexed: 01/31/2025] Open
Abstract
The scope of this study was to determine the diagnostic performance of ABSI for obesity and sarcopenic obesity, compared to the results of bioimpedance analysis (BIA) and BMI, by sex and age group. It involved a cross-sectional study with 12,793 participants in the second round of ELSA-Brasil (Longitudinal Study of Adult Health in Brazil), which obtained measurements of body fat percentage using BIA and anthropometry, verifying the performance of the diagnostic tests in order to compare the indices. The results showed that for obesity in men in all three age groups, the sensitivity was below 49%. Specificity ranged from 73% to 93%, with a higher percentage in the 65 to 79 age group. The same pattern was found for women, with sensitivity lower than 42%, and specificity ranged from 85% to 92%, and was higher in older women. With respect to sarcopenic obesity, the sensitivity and specificity among men in the three age groups were 72% was 99%, respectively. Among women, sensitivity was around 95% and specificity around 70% in all age groups. ABSI, compared to BIA, showed a reduced ability to identify obesity. However, it proved to be a good marker of sarcopenic obesity.
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Affiliation(s)
- Jane Kellen Silva
- Instituto Federal de Educação, Ciência e Tecnologia do Rio de Janeiro. Rio de Janeiro RJ Brasil
| | - Odaleia Barbosa de Aguiar
- Instituto de Nutrição, Universidade do Estado do Rio de Janeiro. R. São Francisco Xavier 524, Pavilhão João Lyra Filho, 12º andar, Bloco D, sala 12.023. 20559-900 Rio de Janeiro RJ Brasil.
| | | | - José Ueleres Braga
- Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz. Rio de Janeiro RJ Brasil
| | - Rosane Harter Griep
- Laboratório de Educação em Ambiente e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz. Rio de Janeiro RJ Brasil
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Valenzuela LO, Plens C, Otero F, Loupias LL, Soriano EP, de Carvalho MVD, de Almeida Junior E, Daruge Junior E, Francesquini Júnior L, Palhares Machado CE, Ubelaker DH. Intra-Individual Stable Isotope Variation Tracks Brazilian Contemporary Dietary and Nutritional Transition. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2025; 186:e25057. [PMID: 39797579 DOI: 10.1002/ajpa.25057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 12/03/2024] [Accepted: 12/29/2024] [Indexed: 01/13/2025]
Abstract
INTRODUCTION Contemporary dietary and nutritional transitions are commonplace, but difficult to study directly. In Brazil, and Latin America, this generalized process, leading to current obesity and malnutrition problems, started more than four decades ago. Although body weight and food availability are used to measure changes, not much information on food consumption and nutrition exist. Stable isotope analysis allows for the study of modern individual diets because it reflects the proportional contribution of different foods, general dietary patterns, and the effect of metabolism. Furthermore, when samples from tissues reflecting different time points are used, it allows for the assessment of individual transitions. OBJECTIVES To explore intra-person isotopic variation for the first time in the Southern Hemisphere for modern humans, and examine the nutritional transition reported for Brazil in the past four decades. MATERIALS Stable carbon and nitrogen isotope values from 68 14C-dated bone samples (vertebra, occipital, parietal, femur) from 17 individuals born in 1963, from three cemeteries. RESULTS Data reflect chronologically ordered high intra-individual δ15N variation tracking the dietary and nutrition transition over the last few decades, while no relationship between δ13C values and time was found. Vertebrae, reflecting diets from the mid 2000s, showed lower δ15N values than other bones reflecting the mid 1980s and early 1990s. DISCUSSION We show how different bones capture nutritional transitions over the lifespan of modern individuals. Nitrogen isotope values were lower in recent tissues as a consequence of the changes in the agri-food industry and worldwide consumption patterns that have intensified in Latin America in the last decades.
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Affiliation(s)
- Luciano O Valenzuela
- Consejo Nacional de Investigaciones Científicas y Tecnológicas, Centro Científico Tecnológico Tandil, Tandil, Argentina
- Universidad Nacional del Centro de la Provincia de Buenos Aires, Facultad de Ciencias Sociales, Laboratorio de Ecología Evolutiva Humana, Unidad de Enseñanza Universitaria Quequén, Quequén, Argentina
- Comisión de Investigaciones Científicas de la Provincia de Buenos Aires, Argentina
| | - Claudia Plens
- Laboratory of Archaeological Studies, Federal University of São Paulo, Guarulhos, São Paulo, Brazil
| | - Felipe Otero
- Consejo Nacional de Investigaciones Científicas y Tecnológicas, Centro Científico Tecnológico Tandil, Tandil, Argentina
- Universidad Nacional del Centro de la Provincia de Buenos Aires, Facultad de Ciencias Sociales, Laboratorio de Ecología Evolutiva Humana, Unidad de Enseñanza Universitaria Quequén, Quequén, Argentina
- Comisión de Investigaciones Científicas de la Provincia de Buenos Aires, Argentina
| | - Luciano L Loupias
- Universidad Nacional del Centro de la Provincia de Buenos Aires, Facultad de Ciencias Sociales, Laboratorio de Ecología Evolutiva Humana, Unidad de Enseñanza Universitaria Quequén, Quequén, Argentina
- Comisión de Investigaciones Científicas de la Provincia de Buenos Aires, Argentina
| | - Evelyne Pessoa Soriano
- University of Pernambuco, Center for Studies in Forensic Anthropology, University City, Recife, Pernambuco, Brazil
| | | | | | - Eduardo Daruge Junior
- State University of Campinas, Faculty of Dentistry of Piracicaba, Piracicaba, São Paulo, Brazil
| | | | | | - Douglas H Ubelaker
- Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington, District of Columbia, USA
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Chwal BC, dos Reis RCP, Schmidt MI, Ribeiro ALP, Barreto SM, Griep RH, Lotufo PA, Duncan BB. On-Target Low-Density Lipoprotein Cholesterol in Adults with Diabetes Not at High Cardiovascular Disease Risk Predicts Greater Mortality, Independent of Early Deaths or Frailty. J Clin Med 2024; 13:7667. [PMID: 39768591 PMCID: PMC11678450 DOI: 10.3390/jcm13247667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 12/05/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Lowering low-density lipoprotein cholesterol (LDL-C) to <70 mg/dL is recommended for most patients with diabetes. However, clinical trials investigating subjects with diabetes who are not at high cardiovascular risk are inconclusive regarding the all-cause mortality benefit of the current target, and real-world studies suggest greater mortality. We aimed to assess the all-cause mortality at different LDL-C levels among subjects with diabetes not at high risk and to examine the potential roles of early deaths and frailty for this greater mortality. Methods: We followed 2098 such participants of the ELSA-Brasil cohort between 2008 and 2019. Results: Over 10.3 (1.4) years of follow-up, 204 (9.7%) individuals died. In the proportional hazards models, participants with LDL-C values < 100 mg/dL and <70 mg/dL had greater adjusted mortality compared to those with LDL-C 100-129 mg/dL (HR = 1.67; 95%CI 1.21-2.30 and HR = 2.27; 95%CI 1.51-3.41, respectively). Increased risk when LDL-C was <100 mg/dL was higher in those >60 years (HR = 2.12; 95%CI 1.35-3.34) and greatest for deaths due to cancer (HR = 2.55; 95%CI 1.10-5.91). Further analyses for those with LDL-C < 100 mg/dL that excluded early deaths and adjusted for the frailty phenotype (HR = 2.01; 1.19-3.41) or frailty index (HR = 1.92; 1.17-3.16) did not materially alter the results. The risk of death across the spectrum of LDL-C was U-shaped, with a nadir at 112.2 mg/dL. Conclusions: The higher risk of all-cause mortality in these subjects with LDL-C within currently recommended levels was not explained by early deaths or frailty. Given the recent decline in cardiovascular mortality and the increased risk of cancer and infections in persons with diabetes, the clinical significance of low LDL-C in diabetes requires reconsideration and the definition of LDL-C treatment targets in diabetes warrants further trial evaluation.
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Affiliation(s)
- Bruna C. Chwal
- Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, Brazil; (B.C.C.); (R.C.P.d.R.); (M.I.S.)
| | - Rodrigo C. P. dos Reis
- Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, Brazil; (B.C.C.); (R.C.P.d.R.); (M.I.S.)
- Departamento de Estatística, Universidade Federal do Rio Grande do Sul, Porto Alegre 91509-900, Brazil
| | - Maria I. Schmidt
- Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, Brazil; (B.C.C.); (R.C.P.d.R.); (M.I.S.)
- Hospital de Clínicas de Porto Alegre, Porto Alegre 90035-903, Brazil
| | - Antonio L. P. Ribeiro
- Faculdade de Medicina e Hospital das Clínicas/EBSERH, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte 30130-100, Brazil
| | - Sandhi M. Barreto
- Faculdade de Medicina e Hospital das Clínicas/EBSERH, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte 30130-100, Brazil
| | - Rosane H. Griep
- Laboratório de Educação em Ambiente e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil
| | - Paulo A. Lotufo
- Center for Clinical and Epidemiologic Research, University of São Paulo, Sao Paulo 05508-000, Brazil
| | - Bruce B. Duncan
- Programa de Pós-Graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, Brazil; (B.C.C.); (R.C.P.d.R.); (M.I.S.)
- Hospital de Clínicas de Porto Alegre, Porto Alegre 90035-903, Brazil
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Silva SV, Santos IS, Lima DB, Goulart AC, Varella AC, Lotufo PA, Brunoni AR, Bensenor IM. The effect of age on the relationship between negative life events and current and new depressive episodes: results from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). J Affect Disord 2024; 367:507-518. [PMID: 39218314 DOI: 10.1016/j.jad.2024.08.201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 07/15/2024] [Accepted: 08/29/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND There is scarce data concerning the relationship between negative life events (NLEs)* and current and new depressive episodes by age. METHODS Cross-sectional (baseline) and prospective analyses (4-year/8-year follow-ups) were performed in 15,105 civil servants in 6 cities in Brazil classified according to age strata at baseline: 1st(35-44), 2nd(45-54), 3rd(55-64), and 4th(65-74) years. The independent variable was NLEs in the last year (robbery, hospitalization, death of a relative, financial hardship, and rupture of a love relationship) collected at baseline. The dependent variable was depressive episodes assessed at baseline (current), and 4-year/8-year follow-ups (new). We built logistic (Odds Ratio[OR];95 % Confidence Interval[CI]) in the cross-sectional analysis and Poisson regression models (Relative Risk[RR], [CI]) in the prospective analysis. RESULTS Robbery, hospitalization, financial hardship, rupture of a relationship were associated with current depressive episodes concentrated in the 35-44 age range, while for new depressive episodes, the association of hospitalization, death of a relative, and financial hardship were concentrated in the 45-54 age stratum. Financial hardship was associated with current depressive episodes in all age-strata: 1st: OR, 2.77(CI, 1.83-4.19); 2nd: OR, 1.71(CI, 1.26-2.34); 3rd: OR, 1.68(CI,1.15-2.46); 4th, OR, 4.07(CI, 1.24-13.34), and new depressive episodes: 1st: RR, 1.45(CI, 1.09-1.93); 2nd RR, 1.46(CI: 1.15-1.84); 3rd: RR, 1.97(CI, 1.38-2.82). Rupture of a relationship was associated only with current depressive episode, while death of a relative only with new depressive episode. LIMITATION We cannot rule out the possibility of recall bias, since NLEs` information was self-reported. CONCLUSION The association between NLEs with depressive episodes was concentrated in youngers.
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Affiliation(s)
- Simone V Silva
- Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, Brazil
| | - Itamar S Santos
- Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, Brazil; Center for Clinical and Epidemiological Research, Hospital Universitário HU-USP, Universidade de São Paulo, São Paulo, Brazil
| | - Danielle B Lima
- Department of Public Health, Faculdade de Ciências Médicas FCMSCSP, Santa Casa de São Paulo, São Paulo, Brazil
| | - Alessandra C Goulart
- Center for Clinical and Epidemiological Research, Hospital Universitário HU-USP, Universidade de São Paulo, São Paulo, Brazil
| | - Ana C Varella
- Center for Clinical and Epidemiological Research, Hospital Universitário HU-USP, Universidade de São Paulo, São Paulo, Brazil
| | - Paulo A Lotufo
- Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, Brazil; Center for Clinical and Epidemiological Research, Hospital Universitário HU-USP, Universidade de São Paulo, São Paulo, Brazil
| | - Andre R Brunoni
- Service of Interdisciplinary Neuromodulation, Laboratory of Neurosciences (LIM-27), Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Service of Electroconvulsive Therapy, Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Isabela M Bensenor
- Faculdade de Medicina FMUSP, Universidade de São Paulo, São Paulo, Brazil; Center for Clinical and Epidemiological Research, Hospital Universitário HU-USP, Universidade de São Paulo, São Paulo, Brazil.
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Martins HX, Herzog Siqueira J, Aprelini CMDO, Matos SMAD, Pereira TSS, Molina MDCB. Change in leisure-time physical activity and perception of weight gain during the COVID-19 pandemic: results from the ELSA-Brasil Cohort. NUTR HOSP 2024. [PMID: 39692235 DOI: 10.20960/nh.05294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2024] Open
Abstract
OBJECTIVE this study aimed to identify the association between changes in Leisure-Time Physical Activity (LTPA) and Perceived Weight Gain (PWG) during the COVID-19 pandemic among participants enrolled in the Longitudinal Study of Adult Health (ELSA-Brasil). METHODS an observational longitudinal study utilizing data from the ELSA-Brasil, Wave 3 - W3 (2017-2019), and Wave-COVID - WC (July/2020 to February/2021). LTPA was assessed using the International Physical Activity Questionnaire, collected at both time points, while PWG was evaluated through a questionnaire in WC. Statistical analyses were performed using the SPSS 21.0, with significance set at p < 0.05. RESULTS among 4402 adults (57.8 % women), after adjusting for potential confounding variables, individuals who reduced their LTPA levels to the extent of changing their classification were more likely to experience PWG - specifically, those who were moderately active in W3 and became sedentary in WC (OR = 1.5 [95 % CI, 1.2-1.9]) or had low LTPA in WC (OR = 1.6 [95 % CI, 1.2-2.1]), and those who were highly active in W3 and presented a low level of LTPA in WC (OR = 2.3 [95 % CI, 1.05-5.4]). CONCLUSION our findings suggest that individuals who engaged in LTPA (moderately and highly levels) during W3 but transitioned to insufficiently active or sedentary lifestyles during the WC, were more likely to experience PWG.
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Affiliation(s)
| | - Jordana Herzog Siqueira
- Laboratory of Health Situation and Care Management of Indigenous Populations and Other Vulnerable Groups (SAGESPI). Instituto Leônidas e Maria Deane (ILMD)/Fiocruz Amazônia
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20
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Canhada SL, Vigo Á, Giatti L, Fonseca MDJ, Lopes LJ, Cardoso LDO, Monteiro CA, Schmidt MI, Duncan BB. Associations of Ultra-Processed Food Intake with the Incidence of Cardiometabolic and Mental Health Outcomes Go Beyond Specific Subgroups-The Brazilian Longitudinal Study of Adult Health. Nutrients 2024; 16:4291. [PMID: 39770912 PMCID: PMC11677051 DOI: 10.3390/nu16244291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 12/05/2024] [Accepted: 12/09/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Avoidance of ultra-processed foods (UPFs) has been recommended to achieve a healthy diet, but whether it applies equally to all UPFs is uncertain. We evaluated individual UPF subgroups in the prediction of cardiometabolic and mental health outcomes. Methods: The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) is an occupational cohort study of 15,105 adults (35-74 years) recruited in 2008-2010. We followed participants up to 2018 to ascertain elevated weight and waist gains and the onset of metabolic syndrome, hypertension, metabolic dysfunction-associated steatotic liver disease, diabetes, common mental disorders, depressive episodes, and anxiety disorders. Results: In adjusted robust Poisson regression, greater overall UPF intake at the baseline predicted all studied outcomes. Various subgroups of UPF, most frequently processed meat and sweetened beverages, individually conferred a greater risk, and nearly all predicted at least one studied outcome. Considering all subgroups and outcomes, a broad pattern of overall risk was present. When subgroups not individually predictive of these outcomes were aggregated, increased risk (for a one-standard deviation change) was observed for elevated weight (RR = 1.05; 95% CI 1.01-1.11) and waist (RR = 1.05; 95% CI 1.00-1.10) gains, and for the incidence of common mental (RR = 1.06; 95% CI 1.01-1.12), and anxiety (RR = 1.09; 95% CI 1.02-1.16) disorders. Conclusions: UPFs overall and their subgroups predicted future cardiometabolic and mental health outcomes. The pattern of individual UPF subgroup associations varied across outcomes, and the aggregate of subgroups not individually predicting risk also predicted large gains in overall and central adiposity and the incidence of mental health disorders. While additional studies investigating other outcomes are needed, these findings justify avoidance of overall UPF intake in health promotion and disease prevention.
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Grants
- 01 06 0010.00, 01 06 0212.00, 01 06 0300.00, 01 06 0278.00, 01 06 0115.00, 01 06 0071.00 Science, Technology, and Innovation Ministry
- 405551/2015-0, 405544/2015-4, 405547/2015-3, 405552/2015-7, 405543/2015-8, 405545/2015-0 National Council for Scientific and Technological Development
- TED 95/2019 Ministry of Health
- 150805/2024-1 National Council for Scientific and Technological Development
- No grant number National Council for Scientific and Technological Development
- No grant number Ministry of Health
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Affiliation(s)
- Scheine Leite Canhada
- Postgraduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
| | - Álvaro Vigo
- Postgraduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
| | - Luana Giatti
- Department of Preventive and Social Medicine, School of Medicine & Clinical Hospital/EBSER, Universidade Federal de Minas Gerais, Belo Horizonte 30130-100, MG, Brazil
| | - Maria de Jesus Fonseca
- National School of Public Health, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | | | | | - Carlos Augusto Monteiro
- Center for Epidemiological Studies in Health and Nutrition, School of Public Health, University of São Paulo, São Paulo 05508-220, SP, Brazil
| | - Maria Inês Schmidt
- Postgraduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
| | - Bruce Bartholow Duncan
- Postgraduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
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Silva CSS, Bensenor IM, Goulart AC, Lotufo PA, Santos IS. Anaemia and its causes at the Brazilian Longitudinal Study of Adult Health: a cross-sectional analysis of baseline data. Fam Pract 2024; 41:892-900. [PMID: 37951231 DOI: 10.1093/fampra/cmad102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2023] Open
Abstract
BACKGROUND Most anaemia studies focus on children and women of childbearing age. We assessed the frequency and main aetiologies of anaemia according to sociodemographic characteristics at the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil), a cohort of middle-aged adults. METHODS The primary analyses included 15,051 participants aged 35-74 years with a valid blood cell count. We built logistic models to analyse the association between socioeconomic characteristics and anaemia diagnosis. We also described the main aetiologies in a subset (n = 209) of participants with anaemia. RESULTS Anaemia was present in 3.0% (95% confidence interval [95%CI]: 2.6-3.4%) of men and 7.4% (95%CI: 6.9-8.0%) of women. The frequency of anaemia diagnosis was higher in women in all subgroups except for the oldest age stratum (65-74 years). The frequency of anaemia was particularly high in Blacks (6.0% and 15.5% in men and women, respectively). The most common causes of anaemia were iron deficiency (in women), chronic kidney disease, and chronic inflammation (in men). The frequency of unexplained anaemia was respectively 33.3% and 34.2% for men and women, and this condition was more frequent among participants of Black or Mixed races. CONCLUSIONS Anaemia was associated with age, female sex, Black race, and low socioeconomic status. Unexplained anaemia was common and more frequent in individuals of Black and Mixed races. ELSA-Brasil follow-up data may provide further insight into the relevance of unexplained anaemia in this setting.
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Affiliation(s)
- Cássia S S Silva
- Programa de Pós-Graduação em Ciências Médicas, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário da Universidade de São Paulo, São Paulo, Brazil
| | - Isabela M Bensenor
- Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Alessandra C Goulart
- Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Epidemiologia, Faculdade de Saúde Pública da Universidade de São Paulo, São Paulo, Brazil
| | - Paulo A Lotufo
- Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Itamar S Santos
- Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
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22
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Machado AV, Silva JFDME, Colosimo EA, Needham BL, Maluf CB, Giatti L, Camelo LV, Barreto SM. Clinical biomarker-based biological age predicts deaths in Brazilian adults: the ELSA-Brasil study. GeroScience 2024; 46:6115-6126. [PMID: 38753229 PMCID: PMC11494676 DOI: 10.1007/s11357-024-01186-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 04/29/2024] [Indexed: 10/23/2024] Open
Abstract
Biological age is a construct that seeks to evaluate the biological wear and tear process of the organism that cannot be observed by chronological age. We estimate individuals' biological age based on biomarkers from multiple systems and validate it through its association with mortality from natural causes. Biological age was estimated in 12,109 participants (6621 women and 5488 men) from the first visit of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) who had valid data for the biomarkers used in the analyses. Biological age was estimated using the Klemera and Doubal method. The difference between chronological age and biological age (Δage) was computed. Cox proportional hazard models stratified by sex were used to assess whether Δage was associated with mortality risk after a median follow-up of 9.1 years. The accuracy of the models was estimated by the area under the curve (AUC). Δage had equal mean for men and women, with greater variability for men. Cox models showed that every 1-year increase in Δage was associated with increased mortality in men (HR (95% CI) 1.21; 1.17-1.25) and women (HR (95% CI) 1.24; 1.15-1.34), independently of chronological age. Results of the AUC demonstrated that the predictive power of models that only included chronological age (AUC chronological age = 0.7396) or Δage (AUC Δage = 0.6842) was lower than those that included both, chronological age and Δage (AUC chronological age + Δage = 0.802), in men. This difference was not observed in women. We demonstrate that biological age is strongly related to mortality in both genders and is a valid predictor of death in Brazilian adults, especially among men.
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Grants
- 001 Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
- Grant No 01 06 0010.00 Brazilian Ministry of Health (Department of Science and Technology) and the Brazilian Ministry of Science, Technology and Innovation (FINEP, Financiadora de Estudos e Projetos and CNPq, National Research Council)
- 01 06 0212.00 Brazilian Ministry of Health (Department of Science and Technology) and the Brazilian Ministry of Science, Technology and Innovation (FINEP, Financiadora de Estudos e Projetos and CNPq, National Research Council)
- 01 06 0300.00 Brazilian Ministry of Health (Department of Science and Technology) and the Brazilian Ministry of Science, Technology and Innovation (FINEP, Financiadora de Estudos e Projetos and CNPq, National Research Council)
- 01 06 0278.00 Brazilian Ministry of Health (Department of Science and Technology) and the Brazilian Ministry of Science, Technology and Innovation (FINEP, Financiadora de Estudos e Projetos and CNPq, National Research Council)
- 01 06 0115.00 Brazilian Ministry of Health (Department of Science and Technology) and the Brazilian Ministry of Science, Technology and Innovation (FINEP, Financiadora de Estudos e Projetos and CNPq, National Research Council)
- 01 06 0071.00 Brazilian Ministry of Health (Department of Science and Technology) and the Brazilian Ministry of Science, Technology and Innovation (FINEP, Financiadora de Estudos e Projetos and CNPq, National Research Council)
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Affiliation(s)
- Amanda Viana Machado
- Postgraduate Program in Public Health, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Department of Epidemiology and Center for Social Epidemiology and Population Health, University of Michigan, Ann Arbor, USA
| | | | | | - Belinda L Needham
- Department of Epidemiology and Center for Social Epidemiology and Population Health, University of Michigan, Ann Arbor, USA
| | - Chams Bicalho Maluf
- Department of Clinic Pathology, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Luana Giatti
- School of Medicine & Clinical Hospital, Universidade Federal de Minas Gerais, Avenida Professor, Alfredo Balena, 190, Belo Horizonte, Minas Gerais, CEP, 30130-100, Brazil
| | - Lidyane V Camelo
- School of Medicine & Clinical Hospital, Universidade Federal de Minas Gerais, Avenida Professor, Alfredo Balena, 190, Belo Horizonte, Minas Gerais, CEP, 30130-100, Brazil
| | - Sandhi Maria Barreto
- School of Medicine & Clinical Hospital, Universidade Federal de Minas Gerais, Avenida Professor, Alfredo Balena, 190, Belo Horizonte, Minas Gerais, CEP, 30130-100, Brazil.
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Feter N, de Paula D, Dos Reis RCP, Raichlen DA, Barreto SM, Suemoto CK, Schmidt MI, Duncan BB. Leisure-time physical activity, cardiorespiratory fitness, and cognitive decline in middle-aged and older adults - The ELSA-Brasil study. Public Health 2024; 237:403-409. [PMID: 39522454 DOI: 10.1016/j.puhe.2024.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 10/25/2024] [Accepted: 11/06/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVES Dementia is a fast-growing public health problem. This study examined the association of physical activity and estimated cardiorespiratory fitness (eCRF) with the risk of cognitive impairment. STUDY DESIGN Multicentric, prospective cohort study. METHODS We analyzed 10,121 participants of the ELSA-Brasil study. We assessed leisure-time physical activity using the long version of the IPAQ questionnaire and defined moderate-to-vigorous physical activity (MVPA) per week. We applied a non-exercise prediction equation to estimate eCRF and classified participants as unfit (lowest tertile) and fit. Leisure-time MVPA and eCRF were measured at baseline and follow-up. Incident cognitive impairment was based on memory, language, and executive function assessed at baseline and follow-up. RESULTS During a median of 8.1 (7.8-8.5) years of follow-up, we identified 396 (3.9 %) incident cases of cognitive impairment. There was an inverse, non-linear association between the incidence of cognitive impairment and both leisure time MVPA and eCRF. Low eCRF (IRR: 1.29; 95%CI: 1.02, 1.64) and low MVPA (IRR: 1.40; 1.09, 1.82) were independently associated with an increased incidence. Increasing 1 MET in eCRF from baseline to follow-up visit was associated with a lower incidence of cognitive impairment (IRR: 0.80; 95%CI: 0.71, 0.91), while a decrease of 13.7 min per day in leisure time MVPA is associated with an increased incidence (IRR: 1.16; 95%CI: 1.01, 1.33) of cognitive impairment. These associations remained statistically significant in adults under 65 but not in older adults. CONCLUSION Low eCRF and leisure time MVPA are strong and independent predictors of incident cognitive impairment especially in middle-aged adults.
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Affiliation(s)
- Natan Feter
- Post Graduate Program in Epidemiology, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
| | - Danilo de Paula
- Post Graduate Program in Epidemiology, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Rodrigo Citton P Dos Reis
- Post Graduate Program in Epidemiology, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - David A Raichlen
- Human and Evolutionary Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Sandhi Maria Barreto
- Department of Preventive and Social Medicine, Faculdade de Medicina & Clinical Hospital/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Maria Inês Schmidt
- Post Graduate Program in Epidemiology, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Bruce B Duncan
- Post Graduate Program in Epidemiology, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
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Almeida LFF, Barreto SM, Conceição Chagas Almeida M, Bensenor IJ, Lotufo PA, Molina MDCB, Cardoso LDO, Giatti L. Are Neighborhood Greenspaces Associated with Leisure-time Physical Activity? Results from ELSA-Brasil Eight-year Follow-up. J Urban Health 2024; 101:1155-1165. [PMID: 39107618 PMCID: PMC11652451 DOI: 10.1007/s11524-024-00896-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/18/2024] [Indexed: 12/18/2024]
Abstract
We investigated whether neighborhood greenspaces were associated with physical activity in adulthood over 3 cohort visits after considering perceived safety and neighborhood contextual factors. We also evaluated whether the association with greenspace varied by neighborhood socioeconomic status. Participants (N = 4,800) from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) residing in two Brazilian state capitals were evaluated in Visits 1 (2008-2010), 2 (2012-2014) and 3 (2017-2019). Greenspaces were categorized by quintiles of positive Normalized Difference Vegetation Index (NDVI) scores. Physical activity frequency was given by the number of visits at which participants reported moderate/vigorous physical activity (none, 1 or 2, and 3 visits). We used multinomial logistic regression. After adjustment for age, sex, education, research center, residence in slums, individuals in the 4th and 5th NDVI quintiles showed 73% higher odds of physical activity over 3 visits than those in the 1st quintile (4th quintile: 95%CI = 1.24-2.43; 5th quintile: 95%CI = 1.24-2.41). The strength of the association was attenuated after adjustment for perceived safety. After adjustment for contextual factors quantity of sidewalks and streetlights, the OR for the 4th and 5th NDVI quintiles decreased to 1.66 (95%CI = 1.18-2.33) and 1.62 (95%CI = 1.16-2.28), respectively. Finally, after including average household income per capita, the OR for physical activity in 3 visits for the 4th and 5th NDVI quintiles decreased to 1.48 (95%CI = 1.04-2.12) and 1.43 (95%CI = 1.00-2.04; p = 0.053), respectively. Greater greenspace contributed to sustained physical activity during the eight years of follow-up, indicating the potential contribution of public greenspaces to reducing health-related inequalities.
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Affiliation(s)
- Luciene Fátima Fernandes Almeida
- Laboratory of Health and Environment Education, Oswaldo Cruz Institute, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Sandhi Maria Barreto
- Faculty of Medicine and Clinical Hospital/EBSER, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Isabela Judith Bensenor
- Center for Clinical and Epidemiologic Research, University Hospital, Universidade de São Paulo, São Paulo, São Paulo, Brazil
| | - Paulo Andrade Lotufo
- Center for Clinical and Epidemiologic Research, University Hospital, Universidade de São Paulo, São Paulo, São Paulo, Brazil
| | | | | | - Luana Giatti
- Faculty of Medicine and Clinical Hospital/EBSER, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
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25
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Lopes GW, Canhada SL, Reis RCPD, Diniz MDFHS, Goulart AC, Faria LC, Griep RH, Perazzo H, Duncan BB, Schmidt MI. Comparing diabetes prediction based on metabolic dysfunction-associated steatotic liver disease and nonalcoholic fatty liver disease: the ELSA-Brasil study. CAD SAUDE PUBLICA 2024; 40:e00009924. [PMID: 39607105 DOI: 10.1590/0102-311xen009924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 06/17/2024] [Indexed: 11/29/2024] Open
Abstract
We aimed to compare nonalcoholic fatty liver disease (NAFLD) and metabolic dysfunction-associated steatotic liver disease (MASLD) definitions concerning diabetes prediction in a large sample of Brazilian adults. As a secondary objective, we compared associations between NAFLD/MASLD and diabetes across self-declared race/skin color groups. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) is a prospective cohort study of Brazilian civil servants (35-74 years) enrolled from 2008 to 2010 and followed up from 2012-2014 and 2017-2019. We ascertained type 2 diabetes mellitus at baseline as well as follow-up visits based on self-reported diagnosis, medication use, and glycemic tests (fasting and 2h post-OGTT glucose and HbA1c). We excluded individuals with heavy alcohol consumption or self-reported cirrhosis/hepatitis. We analyzed 7,073 subjects. NAFLD was defined by ultrasound-based steatosis. Participants with steatosis and at least one cardiometabolic factor were considered as having MASLD. Cox proportional hazards models were performed to evaluate the association between NAFLD/MASLD and the incidence of type 2 diabetes mellitus. At baseline, 33.9% of individuals presented NAFLD and 32.5% presented MASLD. Over 9.4 years of follow-up, the relative increase in the incidence of diabetes was 78% for NAFLD (HR = 1.78; 95%CI: 1.58-2.01) and 88% for MASLD (HR = 1.88; 95%CI: 1.67-2.12). Associations did not differ significantly among race/skin color groups (p for interaction = 0.10 for MASLD and 0.08 for NAFLD). In this large cohort of middle-aged and older Brazilian adults, the relative incidence of diabetes was similar for NAFLD and MASLD definitions, with similar associations in all ethnic groups.
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Affiliation(s)
- Gabriela Wünsch Lopes
- Programa de Pós-graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Scheine Leite Canhada
- Programa de Pós-graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Rodrigo Citton Padilha Dos Reis
- Programa de Pós-graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
- Departamento de Estatística, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | | | - Alessandra Carvalho Goulart
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brasil
- Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, Brasil
| | - Luciana Costa Faria
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
| | | | - Hugo Perazzo
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brasil
| | - Bruce Bartholow Duncan
- Programa de Pós-graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
- Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Maria Inês Schmidt
- Programa de Pós-graduação em Epidemiologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
- Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
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26
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Ettleson MD, Penna GCE, Wan W, Benseñor IM, Laiteerapong N, Bianco AC. TSH Trajectories During Levothyroxine Treatment in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) Cohort. J Clin Endocrinol Metab 2024; 109:3065-3075. [PMID: 38780968 PMCID: PMC11570358 DOI: 10.1210/clinem/dgae294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Indexed: 05/25/2024]
Abstract
CONTEXT Thyroid-stimulating hormone (TSH) trajectory classification represents a novel approach to defining the adequacy of levothyroxine (LT4) treatment for hypothyroidism over time. OBJECTIVE This is a proof of principle study that uses longitudinal clinical data, including thyroid hormone levels from a large prospective study to define classes of TSH trajectories and examine changes in cardiovascular (CV) health markers over the study period. METHODS Growth mixture modeling (GMM), including latent class growth analysis (LCGA), was used to classify LT4-treated individuals participating in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) based on serial TSH levels. Repeated measure analyses were then utilized to assess within-class changes in blood pressure, lipid levels, hemoglobin A1c, and CV-related medication utilization. RESULTS From the 621 LT4-treated study participants, the best-fit GMM approach identified 4 TSH trajectory classes, as defined by their relationship to the normal TSH range: (1) high-high normal TSH, (2) normal TSH, (3) normal to low TSH, and (4) low to normal TSH. Notably, the average baseline LT4 dose was lowest in the high-high normal TSH group (77.7 µg, P < .001). There were no significant differences in CV health markers between the classes at baseline. At least 1 significant difference in CV markers occurred in all classes, highlighted by the low to normal class, in which total and high-density lipoprotein cholesterol, triglycerides, and A1c all increased significantly (P = .049, P < .001, P < .001, and P = .001, respectively). Utilization of antihypertensive, antihyperlipidemic, and antidiabetes medications increased in all classes. CONCLUSION GMM/LCGA represents a viable approach to define and examine LT4 treatment by TSH trajectory. More comprehensive datasets should allow for more complex trajectory modeling and analysis of clinical outcome differences between trajectory classes.
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Affiliation(s)
- Matthew D Ettleson
- Section of Endocrinology, Diabetes, and Metabolism, University of Chicago, Chicago, IL 60637, USA
| | - Gustavo C E Penna
- Section of Endocrinology, Diabetes, and Metabolism, University of Chicago, Chicago, IL 60637, USA
| | - Wen Wan
- Section of General Internal Medicine, University of Chicago, Chicago, IL 60637, USA
| | - Isabela M Benseñor
- Center for Clinical and Epidemiological Research, Clinical Hospital, Department of Medicine, University of Sao Paulo, Sao Paulo, 05508-000, Brazil
| | - Neda Laiteerapong
- Section of General Internal Medicine, University of Chicago, Chicago, IL 60637, USA
| | - Antonio C Bianco
- Section of Endocrinology, Diabetes, and Metabolism, University of Chicago, Chicago, IL 60637, USA
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27
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Hubner FCL, Telles RW, Giatti L, Machado LAC, Griep RH, Viana MC, Barreto SM, Camelo LV. Job stress and chronic low back pain: incidence, number of episodes, and severity in a 4-year follow-up of the ELSA-Brasil Musculoskeletal cohort. Pain 2024; 165:2554-2562. [PMID: 38787636 DOI: 10.1097/j.pain.0000000000003276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 04/02/2024] [Indexed: 05/26/2024]
Abstract
ABSTRACT We investigated the association between job stress, as assessed by the effort-reward imbalance model, and the incidence of chronic low back pain (CLBP) over a 4-year period. A total of 1733 participants from the ELSA-Brasil Musculoskeletal cohort, who were free from LBP at baseline (2012-2014), were included. Episodes of LBP in the past 30 days, intensity, and the presence of disability were investigated in annual telephone follow-ups (2015-2018). Chronic LBP was defined as episodes of LBP lasting >3 months with at least moderate intensity. We analyzed the incidence of at least one episode of CLBP (yes/no), the number of CLBP episodes (0, 1, ≥2), and CLBP severity/disability (absent, nondisabling, severe/disabling). The association between these outcomes and tertiles of the effort-to-reward ratio, as well as each dimension of the effort-reward imbalance model, was investigated using multinomial logistic and Poisson regression models adjusting for sociodemographic and occupational variables. The cumulative incidence of CLBP over 4 years was 24.8%. High effort-reward imbalance increased the chances of experiencing multiple CLBP episodes and severe/disabling CLBP by 67% (95% confidence interval [CI]: 1.12-2.47) and 70% (95% CI: 1.14-2.53), respectively. High overcommitment increased the incidence of CLBP by 23% (95% CI: 1.01-1.50) and the chances of multiple CLBP episodes and severe/disabling CLBP by 67% (95% CI: 1.11-2.50) and 57% (95% CI: 1.05-2.34), respectively. These results indicate that exposure to job stress is associated with a higher incidence, a greater number of episodes, and increased severity of CLBP over a 4-year period. If this association is causal, measures aimed at reducing exposure to job stress are likely to alleviate the burden of CLBP.
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Affiliation(s)
- Fernanda Corsino Lima Hubner
- Postgraduate Program in Public Health, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Rosa Weiss Telles
- Faculdade de Medicina and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luana Giatti
- Postgraduate Program in Public Health, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Faculdade de Medicina and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luciana A C Machado
- Faculdade de Medicina and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Science Integrity Alliance, Sunrise, FL, United States
| | - Rosane Harter Griep
- Laboratory of Health and Environment Education, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Maria Carmen Viana
- Department of Social Medicine, Postgraduate Program in Collective Health, Universidade Federal do Espirito Santo, Vitória, Brazil
| | - Sandhi Maria Barreto
- Postgraduate Program in Public Health, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Faculdade de Medicina and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Lidyane V Camelo
- Postgraduate Program in Public Health, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Faculdade de Medicina and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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28
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Cunha LF, Santos RB, Giatti S, Parise BK, Aielo AN, Silva WA, Souza SP, Bortolotto LA, Lotufo PA, Bensenor IM, Drager LF. Gender Modulated the Association of Sleep Apnea and Sleep Duration with Arterial Stiffness: The ELSA-Brasil Study. Angiology 2024; 75:976-984. [PMID: 37688484 DOI: 10.1177/00033197231193618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/11/2023]
Abstract
Increased arterial stiffness is independently associated with cardiovascular risk. Obstructive sleep apnea (OSA) and sleep duration (SDUR) may contribute to increased arterial stiffness, but it is unclear whether this association is modulated by gender. We aimed to evaluate the potential impact of gender in modulating the association of OSA and SDUR with arterial stiffness. Participants from the ELSA-Brasil study performed sleep assessments with portable polygraph to define OSA severity and SDUR by 1-week wrist actigraphy. Pulse wave velocity (PWV) was measured using a standard technique without access to the sleep data. We studied 1863 participants (42.2% male, age: 49±8 years, respiratory disturbance index (RDI): 9.9 (4.5-19.4) events/h, SDUR: 6.5 (5.9-7.1) hours, mean PWV: 7.3 ± 1.2 m/s). We found that men had higher PWV, higher frequency of diabetes, and higher blood pressure when compared to women. The regression analysis showed an independent association between increased RDI and PWV in men (ß: 0.007; 95% CI: 0.001-0.012), but not in women. In contrast, an independent association between SDUR and increased arterial stiffness was observed only in women (ß: 0.068; 95% CI: 0.002-0.134). In conclusion, the association of sleep disorders with arterial stiffness showed a distinct gender pattern depending on the sleep variable studied.
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Affiliation(s)
- Lorenna F Cunha
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Disciplina de Nefrologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Ronaldo B Santos
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Instituto do Coração (InCor) do Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Soraya Giatti
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Disciplina de Nefrologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Barbara K Parise
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Disciplina de Nefrologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Aline N Aielo
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Disciplina de Nefrologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Wagner A Silva
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Instituto do Coração (InCor) do Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Silvana P Souza
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Instituto do Coração (InCor) do Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Luiz A Bortolotto
- Unidade de Hipertensão, Instituto do Coração (InCor) do Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Paulo A Lotufo
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
| | - Isabela M Bensenor
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
| | - Luciano F Drager
- Center of Clinical and Epidemiologic Research (CPCE), University of Sao Paulo, Sao Paulo, Brazil
- Unidade de Hipertensão, Disciplina de Nefrologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
- Unidade de Hipertensão, Instituto do Coração (InCor) do Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
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29
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Ferreira NV, Gomes Gonçalves N, Khandpur N, Steele EM, Levy RB, Monteiro C, Goulart A, Brunoni AR, Bacchi P, Lotufo P, Benseñor I, Suemoto CK. Higher Ultraprocessed Food Consumption Is Associated With Depression Persistence and Higher Risk of Depression Incidence in the Brazilian Longitudinal Study of Adult Health. J Acad Nutr Diet 2024:S2212-2672(24)00912-2. [PMID: 39426518 DOI: 10.1016/j.jand.2024.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 10/10/2024] [Accepted: 10/14/2024] [Indexed: 10/21/2024]
Abstract
BACKGROUND Ultraprocessed foods (UPF) consumption has been associated with depression risk, but its association with depression persistence is unclear. OBJECTIVE The objective of this study was to evaluate the association of UPF consumption with depression persistence and incidence. DESIGN The Brazilian Longitudinal Study of Adult Health is a multicenter prospective cohort study with 3 waves (2008-2010, 2012-2014, and 2017-2019). Baseline percentage of energy from UPF, measured using a food frequency questionnaire, was divided into quartiles. PARTICIPANTS/SETTING Civil servants aged 35 to 74 years at baseline were included in the Brazilian Longitudinal Study of Adult Health. Participants with Parkinson disease, dementia, stroke history, extreme energy intake, and missing dietary or depression data at baseline were excluded. MAIN OUTCOME MEASURES Depression was based on the Clinical Interview Schedule-Revised, depression persistence on depression status at each wave and depression incidence on time to first depression diagnosis. STATISTICAL ANALYSES PERFORMED Clustering large applications algorithm, multinomial logistic regression, Cox proportional-hazard models, and partition substitution model were performed. RESULTS Among 13 870 participants free from depression at baseline, 731 (5.3%) had depression after 8 years of follow-up. Participants in Cluster 1 did not have depression in any wave, in Cluster 2 had depression in 1 wave, and in Cluster 3 had persistent depression in 2 or more waves. Compared with the first quartile of UPF consumption, participants in Quartiles 2, 3, and 4 had a 1.30 (95% CI 1.29 to 1.31), 1.39 (95% CI 1.38 to 1.40), and 1.58 (95% CI 1.56 to 1.60) higher odds of persistent depression (P = .019), respectively. Compared with the first UPF quartile, participants in Quartiles 3 and 4 had a 1.32 (95% CI 1.07 to 1.64) and 1.30 (95% CI 1.04 to 1.61) higher risk of incident depression (P = .017), respectively. Substituting 5%, 10%, and 20% of UPF with unprocessed/minimally processed foods and culinary ingredients was associated with a 6%, 11%, and 22% decreased depression incidence, respectively. CONCLUSIONS Higher consumption of UPF at baseline was associated with higher odds of persistent depression and higher risk of incident depression over 8 years of follow-up.
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Affiliation(s)
- Naomi Vidal Ferreira
- Division of Geriatrics, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil; Faculdade Adventista da Amazonia, Benevides, Brazil.
| | | | - Neha Khandpur
- Division of Human Nutrition and Health, Wageningen University, Wageningen, the Netherlands; Department of Nutrition, School of Public Health, Universidade de Sao Paulo, Sao Paulo, Brazil; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Euridice Martinez Steele
- Department of Nutrition, School of Public Health, Universidade de Sao Paulo, Sao Paulo, Brazil; Center for Epidemiological Studies in Health and Nutrition, University of São Paulo, Sao Paulo, Brazil
| | - Renata Bertazzi Levy
- Center for Epidemiological Studies in Health and Nutrition, University of São Paulo, Sao Paulo, Brazil
| | - Carlos Monteiro
- Department of Nutrition, School of Public Health, Universidade de Sao Paulo, Sao Paulo, Brazil; Center for Epidemiological Studies in Health and Nutrition, University of São Paulo, Sao Paulo, Brazil
| | - Alessandra Goulart
- Center for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, Sao Paulo, Brazil; Department of Epidemiology, School of Public Health, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Andre R Brunoni
- Department and Institute of Psychiatry, Universidade de Sao Paulo, São Paulo, Brazil
| | - Pedro Bacchi
- Department and Institute of Psychiatry, Universidade de Sao Paulo, São Paulo, Brazil; Neuroimaging in Psychiatry Laboratory, Institute of Psychiatry, Medical School, University of Sao Paulo, São Paulo, Brazil
| | - Paulo Lotufo
- Center for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Isabela Benseñor
- Center for Clinical and Epidemiological Research, Hospital Universitario, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Claudia Kimie Suemoto
- Division of Geriatrics, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
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30
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Silva SV, Santos IS, Lima DB, Goulart AC, Varella AC, Lotufo PA, Brunoni AR, Bensenor IM. Negative life events and depression by gender in the Brazilian Longitudinal Study of Adult Health (ELSA-Brazil). Clinics (Sao Paulo) 2024; 79:100488. [PMID: 39413496 PMCID: PMC11530847 DOI: 10.1016/j.clinsp.2024.100488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 07/12/2024] [Accepted: 08/11/2024] [Indexed: 10/18/2024] Open
Abstract
OBJECTIVE Gender differences may interfere with the association between Negative Life Events (NLEs) and prevalent/incident depression. This study evaluated the effect of gender in this association using data from the ELSA-Brazil cohort. METHODS The authors analyzed 15,088 participants (mean age, 52.1 (9.1), 54.4 % women). NLEs (robbery, hospitalization, death of a close relative, financial hardship, and rupture of a love relationship) were accessed at baseline. Depression was assessed at baseline and follow-ups. The authors built logistic (Odds Ratio [OR], 95 % Confidence Interval [95 % CI]) and Poisson regression models (Relative Risk [RR], [95 % CI]) to evaluate this association. RESULTS Women reported more NLEs compared to men. The authors found associations between NLEs and prevalent depression: for men, hospitalization (OR = 1.83; 95 % CI 1.16‒2.91), financial hardship (OR = 2.42; 95 % CI 1.69‒3.49), rupture of a love relationship (OR = 2.54; 95 % CI 1.50‒4.29), and any NLE (OR = 2.30; 95 % CI 1.59‒3.35); and for women, robbery (OR = 1.81; 95 % CI 1.31‒2.49), hospitalization (OR = 1.46; 95 % CI 1.11‒1.92), financial hardship (OR = 1.76; 95 % CI 1.43‒2.17), rupture of a love relationship (OR = 1.66; 95 % CI 1.20‒2.32), and any NLE (OR = 1.65; 95 % CI 1.34‒2.04). For incident depression only financial hardship (RR = 2.09; 95 % CI 1.55‒2.83) was associated with depression in men, while, for women, robbery (RR = 1.54; 95 % CI 1.16‒2.04); hospitalization (RR = 1.36; 95 % CI 1.07‒1.74), financial hardship (RR = 1.37; 95 % CI 1.14‒1.65), and any NLE (RR = 1.25; 95 % CI 1.04‒1.49) were associated with incident depression. No association was found between the death of a close relative and prevalent/incident depression. CONCLUSION NLEs were associated with depression in men and women, with a higher impact in the latter.
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Affiliation(s)
- Simone V Silva
- Faculdade de Medicina, Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Itamar S Santos
- Faculdade de Medicina, Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo (HUUSP), São Paulo, SP, Brazil
| | - Danielle B Lima
- Departamento de Saúde Pública, Faculdade de Ciências Médicas, Santa Casa de São Paulo (FCMSCSP), São Paulo, SP, Brazil
| | - Alessandra C Goulart
- Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo (HUUSP), São Paulo, SP, Brazil
| | - Ana C Varella
- Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo (HUUSP), São Paulo, SP, Brazil
| | - Paulo A Lotufo
- Faculdade de Medicina, Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo (HUUSP), São Paulo, SP, Brazil
| | - Andre R Brunoni
- Serviço Interdisciplinar de Neuromodulação, Laboratório de Neurociências (LIM-27), Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil; Serviço de Eletroconvulsoterapia, Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Isabela M Bensenor
- Faculdade de Medicina, Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil; Centro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo (HUUSP), São Paulo, SP, Brazil.
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Aminorroaya A, Dhingra LS, Pedroso Camargos A, Vasisht Shankar S, Coppi A, Khunte A, Foppa M, Brant LCC, Barreto SM, Ribeiro ALP, Krumholz HM, Oikonomou EK, Khera R. Development and Multinational Validation of an Ensemble Deep Learning Algorithm for Detecting and Predicting Structural Heart Disease Using Noisy Single-lead Electrocardiograms. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.10.07.24314974. [PMID: 39417103 PMCID: PMC11482986 DOI: 10.1101/2024.10.07.24314974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Background and Aims AI-enhanced 12-lead ECG can detect a range of structural heart diseases (SHDs) but has a limited role in community-based screening. We developed and externally validated a noise-resilient single-lead AI-ECG algorithm that can detect SHD and predict the risk of their development using wearable/portable devices. Methods Using 266,740 ECGs from 99,205 patients with paired echocardiographic data at Yale New Haven Hospital, we developed ADAPT-HEART, a noise-resilient, deep-learning algorithm, to detect SHD using lead I ECG. SHD was defined as a composite of LVEF<40%, moderate or severe left-sided valvular disease, and severe LVH. ADAPT-HEART was validated in four community hospitals in the US, and the population-based cohort of ELSA-Brasil. We assessed the model's performance as a predictive biomarker among those without baseline SHD across hospital-based sites and the UK Biobank. Results The development population had a median age of 66 [IQR, 54-77] years and included 49,947 (50.3%) women, with 18,896 (19.0%) having any SHD. ADAPT-HEART had an AUROC of 0.879 (95% CI, 0.870-0.888) with good calibration for detecting SHD in the test set, and consistent performance in hospital-based external sites (AUROC: 0.852-0.891) and ELSA-Brasil (AUROC: 0.859). Among those without baseline SHD, high vs. low ADAPT-HEART probability conferred a 2.8- to 5.7-fold increase in the risk of future SHD across data sources (all P<0.05). Conclusions We propose a novel model that detects and predicts a range of SHDs from noisy single-lead ECGs obtainable on portable/wearable devices, providing a scalable strategy for community-based screening and risk stratification for SHD.
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Affiliation(s)
- Arya Aminorroaya
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Lovedeep S Dhingra
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Aline Pedroso Camargos
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Sumukh Vasisht Shankar
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Andreas Coppi
- Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, CT, USA
| | - Akshay Khunte
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- NYU Grossman School of Medicine, New York, NY, USA
| | - Murilo Foppa
- Postgraduate Program in Cardiology, School of Medicine, Universidade Federal do Rio Grande do Sul., Porto Alegre, Brazil
- Division of Cardiology, Hospital de Clinicas de Porto Alegre, Porto Alegre, Brazil
| | - Luisa CC Brant
- Department of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Telehealth Center and Cardiology Service, Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Sandhi M Barreto
- Department of Preventive Medicine, School of Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Antonio Luiz P Ribeiro
- Department of Internal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Telehealth Center and Cardiology Service, Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Harlan M Krumholz
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, CT, USA
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, USA
| | - Evangelos K Oikonomou
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Rohan Khera
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, CT, USA
- Section of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, USA
- Section of Health Informatics, Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
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Baldo MP, Zaniqueli DA, Cunha RS, Griep RH, Barreto SM, Bensenor I, Lotufo PA, Mill JG. Association between leisure-time physical activity and arterial stiffness in adults of the ELSA-Brasil study: a mediation analysis. J Hypertens 2024; 42:1711-1719. [PMID: 38841997 DOI: 10.1097/hjh.0000000000003784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
OBJECTIVES We aimed at defining the direct and the mediated pathways for the association between leisure-time physical activity (LTPA) and carotid-to-femoral pulse wave velocity (cf-PWV), and also to identify whether these effects are influenced by sex and age. METHODS Cross-sectional data from 13 718 adults (35-74 years) were obtained at the baseline of the ELSA-Brasil study. The cf-PWV was obtained by measuring the pulse transit time and the distance traveled by the pulse between the carotid and the femoral, as well as clinical and anthropometric parameters were measured. The levels of LTPA were determined by applying the long form of the International Physical Activity Questionnaire (IPAQ). RESULTS Classical cardiovascular risk factors were independently associated with cf-PWV. Path analysis showed that increased levels of LTPA were directly associated with lower cf-PWV in both men and women ( β : -0.123 ± 0.03 vs. 0.065 ± 0.029, P for sex = 0.165), except for diabetes. Also, the mediated effect of LTPA on SBP and DBPs, heart rate, BMI, and fasting glucose, was associated with lower cf-PWV in men and women ( β : -0.113 ± 0.016 vs. -0.104 ± 0.016, P for sex = 0.692), except for diabetes. When age was tested as a moderator, the direct effect did not change significantly according to participants' age, regardless of sex. However, the mediated effect increases in both men and women over 50 years. CONCLUSION Our findings support that LTPA in adults reduces cf-PWV by acting in different ways according to age. Physical activity in older individuals improves cardiometabolic risk factors and thus mitigates the stiffening of large arteries.
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Affiliation(s)
- Marcelo P Baldo
- Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros
| | - Divanei A Zaniqueli
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória
| | - Roberto S Cunha
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória
| | - Rosane H Griep
- Laboratory of Health and Environment Education, Oswaldo Cruz Institute, Rio de Janeiro
| | - Sandhi M Barreto
- Faculty of Medicine & Clinical Hospital/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte
| | - Isabela Bensenor
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, Brazil
| | - José Geraldo Mill
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória
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Lelis DF, Baldo TDOF, Andrade JMO, Griep RH, Bensenor I, Lotufo PA, Mill JG, Baldo MP. High triglyceride-glucose index and HOMA-IR are associated with different cardiometabolic profile in adults from the ELSA-Brasil study. Clin Biochem 2024; 131-132:110793. [PMID: 38996957 DOI: 10.1016/j.clinbiochem.2024.110793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 07/06/2024] [Accepted: 07/09/2024] [Indexed: 07/14/2024]
Abstract
BACKGROUND AND AIMS Insulin resistance (IR) is a risk factor for several cardiometabolic disorders; however, there is conflicting evidence about the reliability of certain IR markers. In this context, the triglyceride-glucose index (TyG) has been proposed as a surrogate marker for IR. This study aimed to compare the TyG index and homeostasis model assessment of insulin resistance (HOMA-IR). METHODS AND RESULTS A cross-sectional analysis was conducted using baseline data from 11,314 adults (aged 35-74 years) from the ELSA-Brasil study. The correlation between TyG and HOMA-IR, their interrater reliability, and their predictive value in identifying metabolic syndrome (MetS) were assessed. The mean TyG and HOMA-IR in our sample were 8.81 ± 0.52 and 2.78 ± 1.58 for men, and 8.53 ± 0.48 and 2.49 ± 1.38 for women, respectively. TyG and HOMA-IR showed a weak to moderate correlation with each other (Pearson's r for men: 0.395 and 0.409 for women, p-value <0.05) and other markers of glycemic metabolism. Additionally, the area under the curve for the prediction of MetS was greater for TyG than HOMA-IR, regardless of sex (TyG: 0.836 for men and 0.826 for women; HOMA-IR: 0.775 for men and 0.787 for women). The concordance between these markers was low (Coheńs kappa coefficient: 0.307 for men and 0.306 for women). Individuals with increased TyG exhibited mainly anthropometrical and glycemic metabolic alterations, whereas those with elevated HOMA-IR displayed mostly lipid-associated metabolic alterations. CONCLUSION TyG and HOMA-IR might indicate different profiles of cardiometabolic disorders, showing poor agreement in classifying individuals (normal vs. altered) and a weak correlation. Therefore, further studies are needed to investigate the role of TyG as a surrogate marker of IR.
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Affiliation(s)
- Deborah F Lelis
- Cardiovascular Research Center, CPC-LAMICC, Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, MG, Brazil
| | - Thais de O F Baldo
- Cardiovascular Research Center, CPC-LAMICC, Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, MG, Brazil
| | - João M O Andrade
- Cardiovascular Research Center, CPC-LAMICC, Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, MG, Brazil
| | - Rosane H Griep
- Laboratory of Health and Environment Education, Oswaldo Cruz Institute, Rio de Janeiro, RJ, Brazil
| | - Isabela Bensenor
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, SP, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, SP, Brazil
| | - José G Mill
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória, ES, Brazil
| | - Marcelo P Baldo
- Cardiovascular Research Center, CPC-LAMICC, Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, MG, Brazil.
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Gomes Gonçalves N, Cacau LT, Ferreira NV, Lotufo PA, Goulart AC, Viana MC, Barreto SM, Bensenor IM, Marchioni DM, Suemoto CK. Adherence to the planetary health diet and cognitive decline: findings from the ELSA-Brasil study. NATURE AGING 2024; 4:1465-1476. [PMID: 38942982 DOI: 10.1038/s43587-024-00666-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 06/13/2024] [Indexed: 06/30/2024]
Abstract
The EAT-Lancet Commission proposed a planetary health diet to improve human health within planetary boundaries; however, little is known about the association between adherence to this diet and cognitive decline. We used data from three waves of the Brazilian Longitudinal Study of Adult Health to evaluate the association between the planetary health diet and cognitive decline using linear mixed-effects models. Here we show that in 11,737 participants (mean (s.d.) age 51.6 (9.0) years, 54% women and 53% white), higher adherence to the planetary health diet was associated with slower memory decline (P = 0.046) and that income was a modifier in this association (P < 0.001). Adherence to the planetary health diet was associated with slower decline of memory (P = 0.040) and global cognition (P = 0.009) in high-income participants. No association was found among low-income participants. The results of our study highlight that the promotion of healthy dietary patterns should take into consideration income barriers as well as differences in dietary habits to achieve high adherence.
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Affiliation(s)
| | - Leandro Teixeira Cacau
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil
| | | | - Paulo Andrade Lotufo
- Center for Clinical and Epidemiological Research, Hospital Universitario, University of São Paulo, São Paulo, Brazil
| | - Alessandra Carvalho Goulart
- Center for Clinical and Epidemiological Research, Hospital Universitario, University of São Paulo, São Paulo, Brazil
| | - Maria Carmen Viana
- Department of Social Medicine, Federal University of Espírito Santo, Vitória, Brazil
| | - Sandhi Maria Barreto
- Preventive and Social Medicine Department, Clinical Hospital/ EBSERH, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Isabela Martins Bensenor
- Center for Clinical and Epidemiological Research, Hospital Universitario, University of São Paulo, São Paulo, Brazil
| | - Dirce Maria Marchioni
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil
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Santos IS, Goulart AC, Lotufo PA, Silva KV, Fernandes TG, Nascimento TM, Camargo LM, Thomas GN, Lip GY, Bensenor IM. Global voices on atrial fibrillation management: Brazil. Heart Rhythm O2 2024; 5:679-686. [PMID: 39524048 PMCID: PMC11549529 DOI: 10.1016/j.hroo.2024.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024] Open
Abstract
Atrial fibrillation (AF) and stroke are prevalent conditions worldwide, and the AF burden is expected to concentrate in low- and middle-income countries like Brazil. The National Institute for Health and Care Excellence-funded Global Health Research Group on Atrial Fibrillation Management (GHRG-AF) had a Brazilian arm that addressed AF epidemiology and care in Brazil. GHRG-AF analyzed data from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil), a long-term cohort of 15,105 middle-aged adults in Brazil, focused on cardiovascular disease and diabetes. Additionally, the GHRG-AF used data from the Brazilian Study of Stroke Mortality and Morbidity (EMMA) study to understand AF impact on this cohort of 1863 stroke survivors, all admitted to a community hospital. The GHRG-AF also surveyed healthcare practices and the pathways of individuals who live with AF, interviewing health professionals and patients treated in different healthcare units in São Paulo. Despite these multiple approaches, those data were restricted to individuals living in large urban centers. Approximately 70% of the Brazilian territory comprises sparsely populated cities (<10 inhabitants/km2), which, as a group, are home to 15 million individuals. In a new step, the GHRG-AF collaborators aim to improve cardiovascular research capacity in distant locations of the Brazilian Amazon, develop patient-centered protocols, empower community health agents in the region, and intensify collaboration with other research groups in remote parts of the country.
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Affiliation(s)
- Itamar S. Santos
- Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
- Hospital Universitário, Universidade de São Paulo, São Paulo, Brazil
| | - Alessandra C. Goulart
- Hospital Universitário, Universidade de São Paulo, São Paulo, Brazil
- Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, Brazil
| | - Paulo A. Lotufo
- Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
- Hospital Universitário, Universidade de São Paulo, São Paulo, Brazil
| | - Kamila V. Silva
- Faculdade de Educação Física e Fisioterapia, Universidade Estadual do Pará, Santarém, Brazil
| | - Tiotrefis G. Fernandes
- Centro de Ciências Biológicas e da Saúde, Universidade Federal do Amazonas, Manaus, Brazil
| | | | - Luis M.A. Camargo
- Instituto de Ciências Biomédicas 5, Universidade de São Paulo, São Paulo, Brazil
| | - G. Neil Thomas
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Gregory Y.H. Lip
- Liverpool Centre for Cardiovascular Science, Liverpool Heart & Chest Hospital, University of Liverpool and Liverpool John Moores University, Liverpool, United Kingdom
- Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Isabela M. Bensenor
- Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
- Hospital Universitário, Universidade de São Paulo, São Paulo, Brazil
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Penna GC, Bensenor IM, Bianco AC, Ettleson MD. Thyroid Hormone Homeostasis in Levothyroxine-treated Patients: Findings From ELSA-Brasil. J Clin Endocrinol Metab 2024; 109:2504-2512. [PMID: 38506164 PMCID: PMC11403308 DOI: 10.1210/clinem/dgae139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/28/2024] [Accepted: 03/04/2024] [Indexed: 03/21/2024]
Abstract
CONTEXT The effectiveness of levothyroxine (LT4) in restoring thyroid hormone (TH) homeostasis, particularly serum thyroxine (T4) and triiodothyronine (T3) levels, remains debatable. OBJECTIVE This work aimed to assess TH homeostasis in LT4-treated individuals using data from the Longitudinal Study of Adult Health in Brazil (ELSA-Brasil) study. METHODS The ELSA-Brasil study follows 15 105 adult Brazilians (aged 35-74 years) over 8.2 years (2008-2019) with 3 observation points assessing health parameters including serum thyrotropin (TSH), free T4 (FT4), and free T3 (FT3) levels. We analyzed 186 participants that initiated treatment with LT4 during the study, and 243 individuals continuously treated with LT4 therapy. RESULTS Initiation of therapy with LT4 resulted in an 11% to 19% decrease in TSH, an approximately 19% increase in FT4, and a 7% reduction in FT3 serum levels (FT3 dropped >10% in ∼40% of the LT4-treated patients). This was associated with an increase in triglyceride levels and utilization of hypolipidemic and antidiabetic medications. Participants continuously treated with LT4 exhibited a stable elevation in serum FT4 and a reduction in serum FT3 and TSH levels. While 115 participants (47.3%) had at least 1 serum FT4 levels above the control reference range (>1.52 ng/dL), 38 participants (15.6%) had at least 1 serum FT3 below the reference range (<0.23 ng/dL). CONCLUSION The present results challenge the dogma that treatment with LT4 for hypothyroidism restores TH homeostasis in all patients. A substantial number of LT4-treated patients exhibit repeated FT4 and FT3 levels outside the normal reference range, despite normal TSH levels. Further studies are needed to define the clinical implications of these findings.
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Affiliation(s)
- Gustavo C Penna
- Section of Adult and Pediatric Endocrinology, Diabetes & Metabolism, The University of Chicago, Chicago, IL 60637, USA
- Department of Internal Medicine, Universidade Federal e Minas Gerais, Belo Horizonte, MG 31270-901, Brazil
| | - Isabela M Bensenor
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de São Paulo, São Paulo, 05508-220, Brazil
| | - Antonio C Bianco
- Section of Adult and Pediatric Endocrinology, Diabetes & Metabolism, The University of Chicago, Chicago, IL 60637, USA
| | - Matthew D Ettleson
- Section of Adult and Pediatric Endocrinology, Diabetes & Metabolism, The University of Chicago, Chicago, IL 60637, USA
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Lima J, Franzoni L, Monteiro EP. Is There a Relationship Between Physical Activity in Free Time and the Incidence of High Blood Pressure? Arq Bras Cardiol 2024; 121:e20240318. [PMID: 39166544 PMCID: PMC11364446 DOI: 10.36660/abc.20240318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 06/04/2024] [Indexed: 08/23/2024] Open
Affiliation(s)
- Jacqueline Lima
- Programa de Pós-graduação em Ciências do Movimento Humano - Universidade Federal do Pará - Campus Castanhal, Castanhal - Brasil
| | - Leandro Franzoni
- Programa de Pós-Graduação em Ciências da Saúde: Cardiologia e Ciências Cardiovasculares - Universidade Federal do Rio Grande do Sul, Porto Alegre, RS - Brasil
| | - Elren Passos Monteiro
- Programa de Pós-graduação em Ciências do Movimento Humano - Universidade Federal do Pará - Campus Castanhal, Castanhal - Brasil
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Janovsky CCPS, Meneghini V, Tebar W, Martins JRM, Sgarbi JA, Teixeira PDFDS, Jones SR, Blaha MJ, Toth PP, Lotufo PA, Bittencourt MS, Santos RD, Santos IS, Chaker L, Bensenor IM. Branched-Chain Amino Acids, Alanine, and Thyroid Function: A Cross-Sectional, Nuclear Magnetic Resonance (NMR)-Based Approach from ELSA-Brasil. Metabolites 2024; 14:437. [PMID: 39195533 DOI: 10.3390/metabo14080437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 07/26/2024] [Accepted: 08/01/2024] [Indexed: 08/29/2024] Open
Abstract
The association of thyroid function with essential and non-essential amino acids is understudied, despite their common metabolic roles. Thus, our aim was to evaluate the association of thyroid function with the levels of branched-chain amino acids (BCAAs-leucine, isoleucine, and valine) and of alanine in the general population. We utilized data from the São Paulo research center of ELSA-Brasil, a longitudinal population-based cohort study. Thyroid parameters included thyroid stimulating hormone (TSH), free T4 and free T3 levels, and the FT4:FT3 ratio. BCAAs and alanine were analyzed on a fully automated NMR platform. The current analysis included euthyroid participants and participants with subclinical hyperthyroidism and hypothyroidism. We used Pearson's coefficient to quantify the correlation between thyroid-related parameters and amino acids. Linear regression models were performed to analyze whether thyroid parameters were associated with BCAAs and alanine levels. We included 4098 participants (51.3 ± 9.0 years old, 51.5% women) in this study. In the most adjusted model, higher levels of TSH were associated with higher levels of alanine, FT4 levels were inversely associated with isoleucine levels, FT3 levels were statistically significant and positively associated with valine and leucine, and the T3:T4 ratio was positively associated with all amino acids. We observed that subclinical hypothyroidism was positively associated with isoleucine and alanine levels in all models, even after full adjustment. Our findings highlight the association of subclinical hypothyroidism and thyroid-related parameters (including TSH, free T4, free T3, and FT4:FT3 ratio) with BCAAs and alanine. Further studies are needed to explore the mechanisms underlying this association. These insights contribute to our understanding of the influence of thyroid-related parameters on BCAA and alanine metabolism.
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Grants
- grants of baseline: 01 06 0010.00 RS, 01 06 0212.00 BA, 01 06 0300.00 ES, 01 06 0278.00 MG, 01 06 0115.00 SP, 01 06 0071.00 RJ; and grants of 4-year follow-up 01 10 0643-03 RS, 01 10 0742-00 BA, 01 12 0284-00 ES, 01 10 0746-00 MG, 01 10 0773-00 SP, and 01 National Council for Scientific and Technological Development
- 2015/17213- 2 Fundação de Amparo à Pesquisa do Estado de São Paulo
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Affiliation(s)
- Carolina Castro Porto Silva Janovsky
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo 05508-000, Brazil
- Division of Endocrinology, Federal University of São Paulo/Escola Paulista de Medicina, São Paulo 04039-032, Brazil
| | - Vandrize Meneghini
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo 05508-000, Brazil
| | - William Tebar
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo 05508-000, Brazil
| | - Joao Roberto Maciel Martins
- Division of Endocrinology, Federal University of São Paulo/Escola Paulista de Medicina, São Paulo 04039-032, Brazil
| | - José Augusto Sgarbi
- Division of Endocrinology, Faculty of Medicine of Marília (FAMEMA), Marília 17519-030, Brazil
| | | | - Steven R Jones
- Johns Hopkins, Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD 21287, USA
| | - Michael J Blaha
- Johns Hopkins, Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD 21287, USA
| | - Peter P Toth
- CGH Medical Center, Department of Preventive Cardiology, Sterling, IL 61081, USA
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo 05508-000, Brazil
| | - Marcio S Bittencourt
- Department of Medicine and Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Raul D Santos
- Heart Institute (InCor), University of São Paulo, São Paulo 05403-900, Brazil
- Hospital Israelita Albert Einstein, São Paulo 05652-900, Brazil
| | - Itamar S Santos
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo 05508-000, Brazil
| | - Layal Chaker
- Department of Internal Medicine and Rotterdam Thyroid Center, Erasmus University Medical Center, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus University Medical Center, P.O. Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Isabela M Bensenor
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo 05508-000, Brazil
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Paula DP, Camacho M, Barbosa O, Marques L, Harter Griep R, da Fonseca MJM, Barreto S, Lekadir K. Sex and population differences in the cardiometabolic continuum: a machine learning study using the UK Biobank and ELSA-Brasil cohorts. BMC Public Health 2024; 24:2131. [PMID: 39107721 PMCID: PMC11304673 DOI: 10.1186/s12889-024-19395-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 04/08/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND The temporal relationships across cardiometabolic diseases (CMDs) were recently conceptualized as the cardiometabolic continuum (CMC), sequence of cardiovascular events that stem from gene-environmental interactions, unhealthy lifestyle influences, and metabolic diseases such as diabetes, and hypertension. While the physiological pathways linking metabolic and cardiovascular diseases have been investigated, the study of the sex and population differences in the CMC have still not been described. METHODS We present a machine learning approach to model the CMC and investigate sex and population differences in two distinct cohorts: the UK Biobank (17,700 participants) and the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) (7162 participants). We consider the following CMDs: hypertension (Hyp), diabetes (DM), heart diseases (HD: angina, myocardial infarction, or heart failure), and stroke (STK). For the identification of the CMC patterns, individual trajectories with the time of disease occurrence were clustered using k-means. Based on clinical, sociodemographic, and lifestyle characteristics, we built multiclass random forest classifiers and used the SHAP methodology to evaluate feature importance. RESULTS Five CMC patterns were identified across both sexes and cohorts: EarlyHyp, FirstDM, FirstHD, Healthy, and LateHyp, named according to prevalence and disease occurrence time that depicted around 95%, 78%, 75%, 88% and 99% of individuals, respectively. Within the UK Biobank, more women were classified in the Healthy cluster and more men in all others. In the EarlyHyp and LateHyp clusters, isolated hypertension occurred earlier among women. Smoking habits and education had high importance and clear directionality for both sexes. For ELSA-Brasil, more men were classified in the Healthy cluster and more women in the FirstDM. The diabetes occurrence time when followed by hypertension was lower among women. Education and ethnicity had high importance and clear directionality for women, while for men these features were smoking, alcohol, and coffee consumption. CONCLUSIONS There are clear sex differences in the CMC that varied across the UK and Brazilian cohorts. In particular, disadvantages regarding incidence and the time to onset of diseases were more pronounced in Brazil, against woman. The results show the need to strengthen public health policies to prevent and control the time course of CMD, with an emphasis on women.
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Affiliation(s)
- Daniela Polessa Paula
- National School of Statistical Sciences, Brazilian Institute of Geography and Statistics, Rio de Janeiro, Brazil.
- Institute of Mathematics and Statistics, University of the Rio de Janeiro State, Rio de Janeiro, Brazil.
| | - Marina Camacho
- Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain
| | - Odaleia Barbosa
- Institute of Nutrition, University of the Rio de Janeiro State, Rio de Janeiro, Brazil
| | - Larissa Marques
- Coordination of Information and Communication (CINCO - PEIC), Oswaldo Cruz Foundation, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Rosane Harter Griep
- Health and Environmental Education Laboratory, Oswaldo Cruz Institute (IOC), Rio de Janeiro, RJ, Brazil
| | | | - Sandhi Barreto
- Postgraduate Program in Public Health, School of Medicine & Clinical Hospital, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Karim Lekadir
- Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain
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Belitardo de Oliveira A, Winter Schytz H, Fernando Prieto Peres M, Peres Mercante JP, Brunoni AR, Wang YP, Carmen B Molina MD, Koji Uchiyama L, Lotufo PA, Højland Jensen R, Benseñor IM, Härter Griep R, Goulart AC. Does physical activity and inflammation mediate the job stress-headache relationship? A sequential mediation analysis in the ELSA-Brasil study. Brain Behav Immun 2024; 120:187-198. [PMID: 38838834 DOI: 10.1016/j.bbi.2024.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/24/2024] [Accepted: 06/02/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Evidence indicates that physical activity reduces stress and promote a myriad of health-enhancing effects through anti-inflammatory mechanisms. However, it is unknown whether these mechanisms interfere in the association between psychosocial job stress and headache disorders. OBJECTIVE To test whether physical activity and its interplay with the systemic inflammation biomarkers high-sensitivity C-reactive protein (hs-CRP) and acute phase glycoproteins (GlycA) would mediate the associations between job stress and headache disorders. METHODS We cross-sectionally evaluated the baseline data from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) regarding job stress (higher demand and lower control and support subscales), migraine and tension-type headache (ICHD-2 criteria), self-reported leisure-time physical activity, and plasma hs-CRP and GlycA levels. Conditional process analyses with a sequential mediation approach were employed to compute path coefficients and 95 % confidence intervals (CI) around the indirect effects of physical activity and biomarkers on the job stress-headache relationship. Separate models were adjusted for sex, age, and depression and anxiety. Further adjustments added BMI smoking status, and socioeconomic factors. RESULTS In total, 7,644 people were included in the study. The 1-year prevalence of migraine and tension-type headache were 13.1 % and 49.4 %, respectively. In models adjusted for sex, age, anxiety, and depression, the association between job stress (lower job control) and migraine was mediated by physical activity [effect = -0.039 (95 %CI: -0.074, -0.010)] but not hs-CRP or GlycA. TTH was associated with higher job control and lower job demand, which was mediated by the inverse associations between physical activity and GlycA [Job Control: effect = 0.0005 (95 %CI: 0.0001, 0.0010); Job Demand: effect = 0.0003 (95 %CI: 0.0001, 0.0007]. Only the mediating effect of physical activity in the job stress-migraine link remained after further adjustments including socioeconomic factors, BMI, smoking, and the exclusion of major chronic diseases. CONCLUSION In the ELSA-Brasil study, physical activity reversed the link between job stress and migraine independently of systemic inflammation, while the LTPA-mediated downregulation of GlycA was associated with lower job stress-related TTH.
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Affiliation(s)
- Arão Belitardo de Oliveira
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Av. Lineu Prestes 2565, Butantan-Cidade Universitária, CEP, 05508-900 Sao Paulo, Brazil.
| | - Henrik Winter Schytz
- Danish Headache Center, Department of Neurology, Rigshospitalet-Glostrup, University of Copenhagen, Valdemar Hansens Vej 5, 2600 Glostrup, Denmark
| | - Mario Fernando Prieto Peres
- Instituto de Psiquiatria, Hospital das Clínicas, Universidade de São Paulo, Rua Dr. Ovídio Pires de Campos, 785, CEP: 05403-903, Sao Paulo, Brazil; Instituto do Cérebro, Hospital Israelita Albert Einstein, Av. Albert Einstein, 627 - Jardim Leonor, CEP: 05652-900, Sao Paulo, Brazil
| | - Juliane Prieto Peres Mercante
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Av. Lineu Prestes 2565, Butantan-Cidade Universitária, CEP, 05508-900 Sao Paulo, Brazil; Instituto de Psiquiatria, Hospital das Clínicas, Universidade de São Paulo, Rua Dr. Ovídio Pires de Campos, 785, CEP: 05403-903, Sao Paulo, Brazil; Instituto do Cérebro, Hospital Israelita Albert Einstein, Av. Albert Einstein, 627 - Jardim Leonor, CEP: 05652-900, Sao Paulo, Brazil
| | - André R Brunoni
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Av. Lineu Prestes 2565, Butantan-Cidade Universitária, CEP, 05508-900 Sao Paulo, Brazil; Instituto de Psiquiatria, Hospital das Clínicas, Universidade de São Paulo, Rua Dr. Ovídio Pires de Campos, 785, CEP: 05403-903, Sao Paulo, Brazil; School of Medicine, Universidade de Sao Paulo, Av. Dr. Arnaldo, 455 - Cerqueira César • CEP, 01246903 Sao Paulo, Brazil
| | - Yuan-Pang Wang
- Instituto de Psiquiatria, Hospital das Clínicas, Universidade de São Paulo, Rua Dr. Ovídio Pires de Campos, 785, CEP: 05403-903, Sao Paulo, Brazil
| | - Maria Del Carmen B Molina
- Universidade Federal de Ouro Preto, R. Diogo de Vasconcelos, 122, Pilar, CEP: 35402-163, Ouro Preto, Minas Gerais, Brazil
| | - Lucas Koji Uchiyama
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Av. Lineu Prestes 2565, Butantan-Cidade Universitária, CEP, 05508-900 Sao Paulo, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Av. Lineu Prestes 2565, Butantan-Cidade Universitária, CEP, 05508-900 Sao Paulo, Brazil; School of Medicine, Universidade de Sao Paulo, Av. Dr. Arnaldo, 455 - Cerqueira César • CEP, 01246903 Sao Paulo, Brazil
| | - Rigmor Højland Jensen
- Danish Headache Center, Department of Neurology, Rigshospitalet-Glostrup, University of Copenhagen, Valdemar Hansens Vej 5, 2600 Glostrup, Denmark
| | - Isabela M Benseñor
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Av. Lineu Prestes 2565, Butantan-Cidade Universitária, CEP, 05508-900 Sao Paulo, Brazil; School of Medicine, Universidade de Sao Paulo, Av. Dr. Arnaldo, 455 - Cerqueira César • CEP, 01246903 Sao Paulo, Brazil
| | - Rosane Härter Griep
- Laboratório de Educação em Ambiente e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Av. Brasil, 4.365 - Manguinhos, CEP: 21041-250, Rio de Janeiro, Brazil
| | - Alessandra C Goulart
- Center for Clinical and Epidemiological Research, Hospital Universitário, Universidade de Sao Paulo, Av. Lineu Prestes 2565, Butantan-Cidade Universitária, CEP, 05508-900 Sao Paulo, Brazil; Department of Epidemiology, School of Public Health, Universidade de São Paulo, São Paulo, Brazil
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Pereira WDS, Lelis DF, Cunha RS, Griep RH, Barreto SM, Molina MDCB, Schmidt MI, Duncan BB, Bensenor I, Lotufo PA, Mill JG, Baldo MP. Fasting Glucose, Glycated Hemoglobin, and 2h Post-load Blood Glucose Are Independently Associated With Arterial Stiffness in Diabetes: The ELSA-Brasil Study. Angiology 2024; 75:635-644. [PMID: 36951393 DOI: 10.1177/00033197231166180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023]
Abstract
The association of diabetes with increased large artery stiffness is not definitively established. We aimed to describe the carotid-femoral pulse wave velocity (cf-PWV) in participants with and without diabetes and whether the cf-PWV could vary among the different laboratory-based criteria used. A cross-sectional analysis using baseline data from 13,912 adults was used. cf-PWV as well as anthropometric, biochemical, and clinical data were measured. Diabetes was defined by previous medical diagnosis, medication use, fasting glucose, an oral glucose tolerance test (GTT), or glycated hemoglobin (HbA1c). The prevalence of diabetes was 18.7%, higher in men than in women. After adjustment, participants with diabetes showed higher cf-PWV (men: 9.7 ± 1.7 vs 9.4 ± 1.7 m/s, P < .05; women: 9.4 ± 1.6 vs 9.1 ± 1.7 m/s, P < .05). We observed a progressive increase in cf-PWV as >1 laboratory-based criterion for diabetes diagnosis was reached. Also, participants with diabetes with alterations in any laboratory-based criteria had higher cf-PWV than participants without diabetes, regardless of sex. In summary, diabetes is associated with higher cf-PWV as is each laboratory-based parameter used for its diagnosis. These results support the strong consequences of glucose dysregulation on the vascular system and provide evidence to screen all parameters involved in glycemic metabolism to improve vascular health.
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Affiliation(s)
- Wille D S Pereira
- Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, Brazil
| | - Deborah F Lelis
- Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, Brazil
| | - Roberto S Cunha
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória, Brazil
| | - Rosane H Griep
- Laboratory of Health and Environment Education, Oswaldo Cruz Institute, Rio de Janeiro, Brazil
| | - Sandhi M Barreto
- School of Medicine and Clinical Hospital/EBSERH, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | | | - Maria Inês Schmidt
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Bruce B Duncan
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Isabela Bensenor
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, Brazil
| | - José Geraldo Mill
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória, Brazil
| | - Marcelo P Baldo
- Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, Brazil
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Silva AM, Levy J, De Carli E, Cacau LT, de Alvarenga JFR, Benseñor IJM, Lotufo PA, Fiamoncini J, Brennan L, Marchioni DML. Biomarker panels for fruit intake assessment: a metabolomics analysis in the ELSA-Brasil study. Metabolomics 2024; 20:88. [PMID: 39073486 DOI: 10.1007/s11306-024-02145-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 06/24/2024] [Indexed: 07/30/2024]
Abstract
INTRODUCTION Food intake biomarkers are used to estimate dietary exposure; however, selecting a single biomarker to evaluate a specific dietary component is difficult due to the overlap of diverse compounds from different foods. Therefore, combining two or more biomarkers can increase the sensitivity and specificity of food intake estimates. OBJECTIVE This study aimed to evaluate the ability of metabolite panels to distinguish between self-reported fruit consumers and non-consumers among participants in the Longitudinal Study of Adult Health. MATERIALS AND METHODS A total of 93 healthy adults of both sexes were selected from the Longitudinal Study of Adult Health. A 24-h dietary recall was obtained using the computer-assisted 24-h food recall GloboDiet software, and 24-h urine samples were collected from each participant. Metabolites were identified in urine using liquid chromatography coupled with high-resolution mass spectrometry by comparing their exact mass and fragmentation patterns using free-access databases. Multivariate receiver operating characteristic curve (ROC) analysis and partial least squares discriminant analysis were used to verify the ability of the metabolite combination to classify daily and non-daily fruit consumers. Fruit intake was identified using a 24 h dietary recall (24 h-DR). RESULTS Bananas, grapes, and oranges are included in the summary. The panel of biomarkers exhibited an area under the curve (AUC) > 0.6 (Orange AUC = 0.665; Grape AUC = 0.622; Bananas AUC = 0.602; All fruits AUC = 0.679; Citrus AUC = 0.693) and variable importance projection score > 1.0, and these were useful for assessing the sensitivity and predictability of food intake in our population. CONCLUSION A panel of metabolites was able to classify self-reported fruit consumers with strong predictive power and high specificity and sensitivity values except for banana and total fruit intake.
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Affiliation(s)
- Alexsandro Macedo Silva
- Department of Nutrition, Faculty of Public Health, University of São Paulo, São Paulo, SP, Brazil
| | - Jéssica Levy
- Department of Nutrition, Faculty of Public Health, University of São Paulo, São Paulo, SP, Brazil
| | - Eduardo De Carli
- Department of Nutrition, Faculty of Public Health, University of São Paulo, São Paulo, SP, Brazil
| | - Leandro Teixeira Cacau
- Department of Nutrition, Faculty of Public Health, University of São Paulo, São Paulo, SP, Brazil
| | - José Fernando Rinaldi de Alvarenga
- Department of Food Science and Experimental Nutrition, Faculty of Pharmaceutical Sciences, Food Research Center (FoRC), University of São Paulo, São Paulo, SP, Brazil
| | | | - Paulo Andrade Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, SP, Brazil
| | - Jarlei Fiamoncini
- Department of Food Science and Experimental Nutrition, Faculty of Pharmaceutical Sciences, Food Research Center (FoRC), University of São Paulo, São Paulo, SP, Brazil
| | - Lorraine Brennan
- School of Agriculture and Food Science, UCD Institute of Food and Health, University College Dublin, Dublin, Ireland
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Ansari MY, Qaraqe M, Righetti R, Serpedin E, Qaraqe K. Enhancing ECG-based heart age: impact of acquisition parameters and generalization strategies for varying signal morphologies and corruptions. Front Cardiovasc Med 2024; 11:1424585. [PMID: 39027006 PMCID: PMC11254851 DOI: 10.3389/fcvm.2024.1424585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 06/04/2024] [Indexed: 07/20/2024] Open
Abstract
Electrocardiogram (ECG) is a non-invasive approach to capture the overall electrical activity produced by the contraction and relaxation of the cardiac muscles. It has been established in the literature that the difference between ECG-derived age and chronological age represents a general measure of cardiovascular health. Elevated ECG-derived age strongly correlates with cardiovascular conditions (e.g., atherosclerotic cardiovascular disease). However, the neural networks for ECG age estimation are yet to be thoroughly evaluated from the perspective of ECG acquisition parameters. Additionally, deep learning systems for ECG analysis encounter challenges in generalizing across diverse ECG morphologies in various ethnic groups and are susceptible to errors with signals that exhibit random or systematic distortions To address these challenges, we perform a comprehensive empirical study to determine the threshold for the sampling rate and duration of ECG signals while considering their impact on the computational cost of the neural networks. To tackle the concern of ECG waveform variability in different populations, we evaluate the feasibility of utilizing pre-trained and fine-tuned networks to estimate ECG age in different ethnic groups. Additionally, we empirically demonstrate that finetuning is an environmentally sustainable way to train neural networks, and it significantly decreases the ECG instances required (by more than 100 × ) for attaining performance similar to the networks trained from random weight initialization on a complete dataset. Finally, we systematically evaluate augmentation schemes for ECG signals in the context of age estimation and introduce a random cropping scheme that provides best-in-class performance while using shorter-duration ECG signals. The results also show that random cropping enables the networks to perform well with systematic and random ECG signal corruptions.
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Affiliation(s)
- Mohammed Yusuf Ansari
- Electrical and Computer Engineering, Texas A&M University, College Station, TX, United States
- Electrical and Computer Engineering, Texas A&M University at Qatar, Doha, Qatar
| | - Marwa Qaraqe
- Electrical and Computer Engineering, Texas A&M University at Qatar, Doha, Qatar
- Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Raffaella Righetti
- Electrical and Computer Engineering, Texas A&M University, College Station, TX, United States
| | - Erchin Serpedin
- Electrical and Computer Engineering, Texas A&M University, College Station, TX, United States
| | - Khalid Qaraqe
- Electrical and Computer Engineering, Texas A&M University at Qatar, Doha, Qatar
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Cesena FY, Generoso G, Santos IDS, Pereira AC, Bittencourt MS, Santos RD, Lotufo PA, Benseñor IM. The WHO Cardiovascular Disease Risk (Non-Laboratory-Based) in a Selected Brazilian Population: Percentiles of Distribution And Agreement With Laboratory-Based Scores. Arq Bras Cardiol 2024; 121:e20240002. [PMID: 39166567 PMCID: PMC11464092 DOI: 10.36660/abc.20240002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 04/14/2024] [Accepted: 05/15/2024] [Indexed: 08/23/2024] Open
Affiliation(s)
- Fernando Yue Cesena
- Instituto Dante Pazzanese de CardiologiaSão PauloSPBrasilInstituto Dante Pazzanese de Cardiologia, São Paulo, SP – Brasil
| | - Giuliano Generoso
- Centro de Pesquisa Clínica e EpidemiológicaHospital UniversitárioUniversidade de São PauloSão PauloSPBrasilCentro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo, São Paulo, SP – Brasil
| | - Itamar de S. Santos
- Centro de Pesquisa Clínica e EpidemiológicaHospital UniversitárioUniversidade de São PauloSão PauloSPBrasilCentro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo, São Paulo, SP – Brasil
| | - Alexandre C. Pereira
- Genetics DepartmentHarvard Medical SchoolBostonMassachusettsEUAGenetics Department, Harvard Medical School, Boston, Massachusetts – EUA
| | - Marcio S. Bittencourt
- Heart and Vascular InstituteUniversity of Pittsburgh Medical CenterPittsburghPennsylvaniaEUAHeart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania – EUA
| | - Raul D. Santos
- Instituto do CoraçãoHospital das Clínicas da Faculdade de MedicinaUniversidade de São PauloSão PauloSPBrasilInstituto do Coração (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP – Brasil
- Hospital Israelita Albert EinsteinSão PauloSPBrasilHospital Israelita Albert Einstein, São Paulo, SP – Brasil
| | - Paulo A. Lotufo
- Centro de Pesquisa Clínica e EpidemiológicaHospital UniversitárioUniversidade de São PauloSão PauloSPBrasilCentro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo, São Paulo, SP – Brasil
| | - Isabela M. Benseñor
- Centro de Pesquisa Clínica e EpidemiológicaHospital UniversitárioUniversidade de São PauloSão PauloSPBrasilCentro de Pesquisa Clínica e Epidemiológica, Hospital Universitário, Universidade de São Paulo, São Paulo, SP – Brasil
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Pires RK, Griep RH, Scaranni PDODS, Moreno AB, Molina MDCB, Luft VC, da Fonseca MDJM, Cardoso LDO. Stress and the Consumption of Ultra-Processed Foods during COVID-19's Social Distancing: Are Mental Disorders Mediators in This Association? ELSA-Brasil Results. Nutrients 2024; 16:2097. [PMID: 38999844 PMCID: PMC11243013 DOI: 10.3390/nu16132097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 06/25/2024] [Accepted: 06/28/2024] [Indexed: 07/14/2024] Open
Abstract
The COVID-19 pandemic exacerbated various determinants of mental disorders. Several behavioral changes were observed given this increase, including harmful health consequences, such as excessive consumption of ultra-processed foods (UPFs). To assess this relationship, we investigated the meditational role of symptoms of mental disorders (anxiety and depression) in the association between stress resulting from social distancing during the COVID-19 pandemic and the consumption of UPFs in 3884 Brazilian public employees in a supplementary study of the ELSA-Brasil study. Structural equation models (SEMs) were estimated to assess the direct and indirect effects mediated by symptoms of mental disorders. The results suggested a significant and positive mediational effect of the symptoms of mental disorders on the association between the stress resulting from social distancing and the consumption of UPFs. These findings contribute to informing the need for policies and early interventions in potentially stressful situations, with a focus on the promotion of mental health, and may thus help prevent or reduce the consumption of unhealthy foods.
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Affiliation(s)
- Raphaela Kistenmacker Pires
- Postgraduate Program in Public Health Epidemiology, Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil;
| | - Rosane Harter Griep
- Laboratory of Education in Environment and Health, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil
| | | | - Arlinda B. Moreno
- Department of Epidemiology and Quantitative Methods in Health, Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil; (A.B.M.); (M.d.J.M.d.F.); (L.d.O.C.)
| | - Maria del Carmen B. Molina
- Postgraduate Program in Nutrition and Health, Universidade Federal do Espírito Santo, Vitoria 29075-910, Brazil;
| | - Vivian C. Luft
- Postgraduate Program in Epidemiology, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre 90035-003, Brazil;
| | - Maria de Jesus Mendes da Fonseca
- Department of Epidemiology and Quantitative Methods in Health, Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil; (A.B.M.); (M.d.J.M.d.F.); (L.d.O.C.)
| | - Leticia de Oliveira Cardoso
- Department of Epidemiology and Quantitative Methods in Health, Escola Nacional de Saúde Pública, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil; (A.B.M.); (M.d.J.M.d.F.); (L.d.O.C.)
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Filho RCF, Generoso G, Cardoso R, Jones SR, Santos RD, Toth PP, Bensenor IM, Lotufo PA, Bittencourt MS. GlycA Levels Independently Predict Coronary Artery Calcium Incidence and Progression in the ELSA-Brasil Cohort (Brazilian Longitudinal Study of Adult Health). Am J Cardiol 2024; 221:29-36. [PMID: 38636622 DOI: 10.1016/j.amjcard.2024.03.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 02/28/2024] [Accepted: 03/30/2024] [Indexed: 04/20/2024]
Abstract
Atherosclerosis is an inflammatory disease. Coronary artery calcium (CAC) is a marker of atherosclerotic disease events and mortality risk. Increased GlycA, an emerging marker of inflammation, is associated with a higher risk for coronary artery disease (CAD). However, there is conflicting evidence on whether GlycA predicts subclinical CAD progression. We hypothesized that GlycA can predict subclinical CAC incidence/progression in healthy participants. We included 2,690 ELSA-Brasil cohort participants without cardiovascular/chronic inflammatory disease not receiving statin therapy who had GlycA levels measured and 2 interval CAC assessments between 2010 and 2018. Multivariable logistic and linear regression models were computed to evaluate GlycA as a predictor of CAC incidence and progression. CAC incidence required a baseline CAC of 0. CAC progression required a baseline CAC >0. The mean age of participants was 48.6 ± 7.7 years, 56.7% were women, and 54.6% and 16.1% (429 of 2,690) were White and Black, respectively. The mean CAC interscan period was 5.1 ± 0.9 years, the mean GlycA level was 414.7 ± 65 μmol/L, and the incidence of CAC was 13.1% (280 of 2,129). The GlycA level odds ratio for CAC incidence was 1.002 (95% confidence interval 1.0005 to 1.005, p = 0.016), adjusted for demographics, lifestyle, a family history of early CAD (≤60 years), lipids, and co-morbidities. The GlycA (≤p25 vs ≥p75) odds ratio for CAC progression (Berry definition) was 1.77 (95% confidence interval 1.07 to 2.96, p = 0.03) in a similar multivariable-adjusted model. Higher GlycA levels were associated with CAC incidence and progression in a healthy Brazilian cohort.
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Affiliation(s)
- Ronaldo C Fabiano Filho
- Division of General Internal Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Giuliano Generoso
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Rhanderson Cardoso
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Steven R Jones
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins, University School of Medicine, Baltimore, Maryland
| | - Raul D Santos
- Heart Institute (InCor) University of Sao Paulo Medical School Hospital, Sao Paulo, Brazil
| | | | - Isabela M Bensenor
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Marcio S Bittencourt
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil; Department of Cardiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
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Oliveira FEG, Griep RH, Chor D, Barreto SM, Molina MDCB, Machado LAC, Fonseca MDJMD, Bastos LS. Racial inequalities in the development of multimorbidity of chronic conditions: results from a Brazilian prospective cohort. Int J Equity Health 2024; 23:120. [PMID: 38867238 PMCID: PMC11170781 DOI: 10.1186/s12939-024-02201-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 05/21/2024] [Indexed: 06/14/2024] Open
Abstract
BACKGROUND The occurrence of multimorbidity and its impacts have differentially affected population subgroups. Evidence on its incidence has mainly come from high-income regions, with limited exploration of racial disparities. This study investigated the association between racial groups and the development of multimorbidity and chronic conditions in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). METHODS Data from self-reported white, brown (pardos or mixed-race), and black participants at baseline of ELSA-Brasil (2008-2010) who were at risk for multimorbidity were analysed. The development of chronic conditions was assessed through in-person visits and self-reported diagnosis via telephone until the third follow-up visit (2017-2019). Multimorbidity was defined when, at the follow-up visit, the participant had two or more morbidities. Cumulative incidences, incidence rates, and adjusted incidence rate ratios (IRRs) were estimated using Poisson models. RESULTS Over an 8.3-year follow-up, compared to white participants: browns had a 27% greater incidence of hypertension and obesity; and blacks had a 62% and 45% greater incidence, respectively. Blacks also had 58% more diabetes. The cancer incidence was greater among whites. Multimorbidity affected 41% of the participants, with a crude incidence rate of 57.5 cases per 1000 person-years (ranging from 56.3 for whites to 63.9 for blacks). Adjusted estimates showed a 20% higher incidence of multimorbidity in black participants compared to white participants (IRR: 1.20; 95% CI: 1.05-1.38). CONCLUSIONS Significant racial disparities in the risk of chronic conditions and multimorbidity were observed. Many associations revealed a gradient increase in illness risk according to darker skin tones. Addressing fundamental causes such as racism and racial discrimination, alongside considering social determinants of health, is vital for comprehensive multimorbidity care. Intersectoral, equitable policies are essential for ensuring health rights for historically marginalized groups.
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Affiliation(s)
| | - Rosane Härter Griep
- Laboratory of Health and Environment Education, Oswaldo Cruz Institute, Rio de Janeiro, Brazil
| | - Dora Chor
- Sérgio Arouca National School of Public Health, Oswaldo Cruz Foundation, 4365 Brazil Avenue, Manguinhos, Rio de Janeiro, 21040900, Brazil
| | - Sandhi Maria Barreto
- Department of Preventive and Social Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | | | - Luciana A C Machado
- Clinical Hospital/EBSERH, Federal University of Minas Gerais, Belo Horizonte, Brazil
- Executive Office, Science Integrity Alliance, Sunrise, Florida, US
| | - Maria de Jesus Mendes da Fonseca
- Sérgio Arouca National School of Public Health, Oswaldo Cruz Foundation, 4365 Brazil Avenue, Manguinhos, Rio de Janeiro, 21040900, Brazil
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48
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Pedroso Camargos A, Barreto S, Brant L, Ribeiro ALP, Dhingra LS, Aminorroaya A, Bittencourt M, Figueiredo RC, Khera R. Performance of contemporary cardiovascular risk stratification scores in Brazil: an evaluation in the ELSA-Brasil study. Open Heart 2024; 11:e002762. [PMID: 38862252 PMCID: PMC11168182 DOI: 10.1136/openhrt-2024-002762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 05/29/2024] [Indexed: 06/13/2024] Open
Abstract
AIMS Despite notable population differences in high-income and low- and middle-income countries (LMICs), national guidelines in LMICs often recommend using US-based cardiovascular disease (CVD) risk scores for treatment decisions. We examined the performance of widely used international CVD risk scores within the largest Brazilian community-based cohort study (Brazilian Longitudinal Study of Adult Health, ELSA-Brasil). METHODS All adults 40-75 years from ELSA-Brasil (2008-2013) without prior CVD who were followed for incident, adjudicated CVD events (fatal and non-fatal MI, stroke, or coronary heart disease death). We evaluated 5 scores-Framingham General Risk (FGR), Pooled Cohort Equations (PCEs), WHO CVD score, Globorisk-LAC and the Systematic Coronary Risk Evaluation 2 score (SCORE-2). We assessed their discrimination using the area under the receiver operating characteristic curve (AUC) and calibration with predicted-to-observed risk (P/O) ratios-overall and by sex/race groups. RESULTS There were 12 155 individuals (53.0±8.2 years, 55.3% female) who suffered 149 incident CVD events. All scores had a model AUC>0.7 overall and for most age/sex groups, except for white women, where AUC was <0.6 for all scores, with higher overestimation in this subgroup. All risk scores overestimated CVD risk with 32%-170% overestimation across scores. PCE and FGR had the highest overestimation (P/O ratio: 2.74 (95% CI 2.42 to 3.06)) and 2.61 (95% CI 1.79 to 3.43)) and the recalibrated WHO score had the best calibration (P/O ratio: 1.32 (95% CI 1.12 to 1.48)). CONCLUSION In a large prospective cohort from Brazil, we found that widely accepted CVD risk scores overestimate risk by over twofold, and have poor risk discrimination particularly among Brazilian women. Our work highlights the value of risk stratification strategies tailored to the unique populations and risks of LMICs.
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Affiliation(s)
- Aline Pedroso Camargos
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Sandhi Barreto
- Social and Preventive Medicine, Hospital das Clinicas da Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Luisa Brant
- Social and Preventive Medicine, Hospital das Clinicas da Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Antonio Luiz P Ribeiro
- Departament of Clinical Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Centro de Telessaude, Hospital das Clinicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Lovedeep S Dhingra
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Arya Aminorroaya
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Marcio Bittencourt
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Rohan Khera
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
- Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, Connecticut, USA
- Section of Health Informatics, Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA
- Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, USA
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49
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Guedes M, Dias PT, Réa RR, Calice-Silva V, Lopes M, Brandão AA, Bauer AC, Senerchia AA, de Castro E Abreu Rocha PTM, Rosa BB, Teixeira CM, Pecoits-Filho R. Patterns of kidney function and risk assessment in a nationwide laboratory database: the Brazilian CHECK-CKD study. BMC Nephrol 2024; 25:191. [PMID: 38831397 PMCID: PMC11149244 DOI: 10.1186/s12882-024-03588-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 04/24/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND Chronic kidney disease (CKD) is a global health problem with rising prevalence, morbidity, mortality, and associated costs. Early identification and risk stratification are key to preventing progression to kidney failure. However, there is a paucity of data on practice patterns of kidney function assessment to guide the development of improvement strategies, particularly in lower-income countries. METHODS A retrospective observational analysis was conducted in a nationwide laboratory database in Brazil. We included all adult patients with at least one serum creatinine assessment between June 2018 and May 2021. Our primary objective was to determine the proportion of patients with estimated glomerular filtration rate (eGFR) evaluations accompanied by predicted levels of urinary albumin-to-creatinine ratio (pACR) assessments within 12 months. RESULTS Out of 4,5323,332 serum creatinine measurements, 42% lacked pACR measurements within 12 months. Approximately 10.8% of tests suggested CKD, mostly at stage 3a. The proportion of serum creatinine exams paired with pACR assessment varied according to the CKD stage. Internal Medicine, Cardiology, and Obstetrics/Gynecology were the specialties requesting most of the creatinine tests. Nephrology contributed with only 1.1% of serum creatinine requests for testing. CONCLUSION Our findings reveal that a significant proportion of individuals with a creatinine test lack an accompanying urinary albuminuria measurement in Brazil, contrary to the recommendations of the international guidelines. Non-Nephrologists perform most kidney function evaluations, even among patients with presumable advanced CKD. This highlights the urge to incorporate in clinical practice the early detection of CKD and to encourage more collaborative multidisciplinary care to improve CKD management.
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Affiliation(s)
- Murilo Guedes
- Center for Epidemiological Research (EPICENTER), Curitiba, Brazil
- School of Medicine, Pontificia Universidade Catolica do Parana, Curitiba, Brazil
| | | | - Rosângela R Réa
- Endocrinology Unit - SEMPR, Federal University of Paraná (UFPR), Curitiba, Brazil
| | - Viviane Calice-Silva
- Pro-rim Foundation, Joinville, Brazil
- School of Medicine, University of Joinville's region - UNIVILLE, Joinville, Brazil
| | - Marcelo Lopes
- Federal University of Bahia Medical School, Salvador, Brazil
| | - Andrea Araujo Brandão
- School of Medical Sciences, State University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Andrea Carla Bauer
- School of Medicine, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | | | | | | | - Roberto Pecoits-Filho
- Center for Epidemiological Research (EPICENTER), Curitiba, Brazil.
- School of Medicine, Pontificia Universidade Catolica do Parana, Curitiba, Brazil.
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50
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Ribeiro NG, Lelis DF, Griep RH, Barreto SM, Molina MDCB, Schmidt MI, Duncan BB, Bensenor I, Lotufo PA, Mill JG, Baldo MP. Salt Intake in Adults with Diabetes and Hypertension: The Longitudinal Study of Adult Health-Brasil Study. Metab Syndr Relat Disord 2024; 22:356-364. [PMID: 38563778 DOI: 10.1089/met.2023.0304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
Background and Objective: Hypertension and type-2 diabetes are strong risk factors for cardiovascular diseases, and their management requires lifestyle changes, including a shift in dietary habits. The consumption of salt has increased in the last decades in some countries, but its association with type-2 diabetes remains unknown. Thus, we aimed to estimate the amount of salt intake among adults with and without diabetes and to assess whether concomitant hypertension and diabetes are associated with higher salt intake. Methods: Data from 11,982 adults 35-74 years of age enrolled in the baseline of the Longitudinal Study of Adult Health-Brasil study (2008-2010) were studied. A clinical and anthropometric evaluation was performed, and their daily salt intake was estimated by the overnight 12-hr urine sodium excretion. Results: Salt intake (gram per day) was higher in participants with diabetes as compared with those without diabetes, regardless of sex (men: 14.2 ± 6.4 vs. 12.4 ± 5.6, P < 0.05; women: 10.5 ± 4.8 vs. 9.1 ± 4.1, P < 0.05). However, salt intake is high in participants with fasting glucose ≥126 mg/dL or HbA1c ≥6.5%, but not in participants with blood glucose 2 hr after the glucose tolerance test ≥200 mg/dL. When hypertension and diabetes coexisted, salt consumption was higher than among people without these conditions. The prevalence of hypertension increased with increasing salt intake in women with diabetes, but not in men with this condition. Conclusions: Our findings highlight the high consumption of salt in individuals with diabetes and/or hypertension, and the need for effective strategies to reduce salt consumption in these groups of increased risk for major cardiovascular events, especially in women.
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Affiliation(s)
- Natália Gonçalves Ribeiro
- Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, Minas Gerais, Brazil
| | - Deborah F Lelis
- Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, Minas Gerais, Brazil
| | - Rosane H Griep
- Laboratory of Health and Environment Education, Oswaldo Cruz Institute, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Sandhi M Barreto
- Faculty of Medicine, Clinical Hospital/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Maria Del Carmen B Molina
- PostgraduateProgram in Public Health, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil
| | - Maria I Schmidt
- Postgraduate Program in Epidemiology, School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do SulBrazil
| | - Bruce B Duncan
- Postgraduate Program in Epidemiology, School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do SulBrazil
| | - Isabela Bensenor
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, São Paulo, Brazil
| | - Paulo A Lotufo
- Center for Clinical and Epidemiologic Research, University of São Paulo, São Paulo, São Paulo, Brazil
| | - José G Mill
- Department of Physiological Sciences, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil
| | - Marcelo Perim Baldo
- Department of Pathophysiology, Montes Claros State University (UNIMONTES), Montes Claros, Minas Gerais, Brazil
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