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Mendes-Júnior AA, Santos-de-Araújo AD, de Oliveira Silva Santos LR, Ladeira LLC, Ferreira MC, Godim LAR, Maia MC, de Farias Diniz MR, Dibai-Filho AV, Bassi-Dibai D. Structural validity of the Brazilian version of the quality care questionnaire-palliative care for use in individuals with diabetes mellitus eligible for palliative care. Diabetol Metab Syndr 2024; 16:306. [PMID: 39695687 DOI: 10.1186/s13098-024-01548-w] [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: 10/15/2024] [Accepted: 12/02/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND The Brazilian version of the Quality Care Questionnaire-Palliative Care (QCQ-PC) is an instrument designed to assess the quality of care provided in palliative care from the user's perspective, featuring easy comprehension and applicability. It has demonstrated validity for use in individuals with cancer, but there is a need for validation in other populations due to the scarcity of instruments with this purpose. OBJECTIVE To structurally validate the Brazilian version of the QCQ-PC for use in individuals with diabetes mellitus (DM) eligible for palliative care. METHODS This is a structural validation study of a questionnaire according to the Consensus-based Standards for the Selection of Health Measurement Instruments (COSMIN). The study was conducted with 100 individuals with DM. Data collection occurred in differents care services in São Luís (northeast Brazil) by means of the application of the QCQ-PC and a form with sociodemographic, clinical, and daily habit data. Descriptive data analysis was performed using absolute values, relative frequencies, and measures of central tendency and dispersion. Structural validity was assessed by means of exploratory factor analysis (EFA). RESULTS Of the 100 participants included in the study, 66% were female, 54% were single, with a median age of 64 years, 44% were overweight (44%), 77% were on polypharmacy, and 70% were physically inactive. We found that one domain is the most appropriate for use of the QCQ-PC in individuals with DM eligible for palliative care, according to the parallel analysis implemented in the EFA. This domain was named "quality of care". The fit indices for this one-dimensional internal structure were adequate: Kaiser-Meyer-Olkin test = 0.71, p value < 0.01 in Bartlett's test, chi-square/degree of freedom = 1.07, comparative fit index = 0.993, Tucker-Lewis index. = 0.991, root mean square error of approximation = 0.028. The QCQ-PC presented factor loadings ranging from 0.480 to 0.883, maintaining a total of 12 items, which demonstrates the adequate relationship between the quality of care domain and its items. CONCLUSION Therefore, the internal structure with one domain (quality of care) is the most suitable for use in individuals with DM eligible for palliative care by means of the QCQ-PC.
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Affiliation(s)
- Abraão Albino Mendes-Júnior
- Postgraduate Program in Management and Health Care, Ceuma University, Rua Josué Montello, 1, Jardim Renascença, São Luís, MA, 65075-120, Brazil
| | | | | | | | - Meire Coelho Ferreira
- Postgraduate Program in Management and Health Care, Ceuma University, Rua Josué Montello, 1, Jardim Renascença, São Luís, MA, 65075-120, Brazil
| | | | | | | | - Almir Vieira Dibai-Filho
- Postgraduate Program in Physical Education, Federal University of Maranhão, São Luís, MA, Brazil
| | - Daniela Bassi-Dibai
- Postgraduate Program in Management and Health Care, Ceuma University, Rua Josué Montello, 1, Jardim Renascença, São Luís, MA, 65075-120, Brazil.
- Postgraduate Program in Dentistry, Ceuma University, São Luís, MA, Brazil.
- Postgraduate Program in Environment, Ceuma University, São Luís, MA, Brazil.
- Physical Therapy Department, Ceuma University, São Luís, MA, Brazil.
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Sala DCP, Costa PCP, Baumann AA, Cardoso MMDA, Horta ALDM, Okuno MFP. Phone call for diabetic people: protocol for a pragmatic, type 1 effectiveness-implementation hybrid clinical trial. Rev Gaucha Enferm 2024; 45:e20240045. [PMID: 39699334 DOI: 10.1590/1983-1447.2024.20240045.en] [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: 02/28/2024] [Accepted: 05/23/2024] [Indexed: 12/20/2024] Open
Abstract
OBJECTIVE To describe an implementation study protocol for an intervention based on educational guidelines focused on seven self-care behaviors, through phone calls to individuals with type 2 diabetes. METHOD We will conduct a hybrid type 1 effectiveness-implementation pragmatic randomized clinical trial, with 198 individuals with type 2 diabetes on insulin therapy, from the Glycemic Self-Monitoring Program of two Primary Health Care in the city of São Paulo and three in Campinas, located in the state of Sao Paulo. Patients will be allocated in a 1:1 ratio to either the intervention or control group. Both groups will receive standard care, with the intervention group also receiving a phone call. During the call, nurses will provide guidance based on seven self-care behaviors, known as The ADCES7 Self-Care Behaviors™. Evaluations will happen at the baseline, and after 3- and 6-months post initiation of the trial. Glycemic levels and adherence to self-care behaviors will be compared before and after the intervention using multiple linear regression models. Through interviews with participants from the intervention group, implementation determinants based on the Capability, Opportunity, Motivation-Behavior (COM-B) model, and implementation outcomes feasibility, acceptability, and appropriateness will be evaluated. EXPECTED OUTCOMES We will evaluate the effectiveness of an intervention while exploring contextual conditions for its implementation in clinical practice of Primary Health Care. This study will provide preliminary evidence on the effectiveness of educational guidance through nurse-led telephone calls, as well as implementation determinants and outcomes in the clinical practice of Primary Health Care. Its results are important for expanding this assistance in locations where nursing consultation for people with diabetes is absent, hindered, or restricted. Study is registered on the ReBEC platform.
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Affiliation(s)
| | | | - Ana A Baumann
- Washington University in Saint Louis, School of Medicine. Saint Louis, Missouri, Estados Unidos
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Seuc AH, Mirabal-Sosa M, Garcia-Serrano Y, Alfonso-Sague K, Fernandez-Gonzalez L. Mortality attributable to diabetes in Cuba: Estimates for 2019. PUBLIC HEALTH IN PRACTICE 2024; 8:100537. [PMID: 39263243 PMCID: PMC11389546 DOI: 10.1016/j.puhip.2024.100537] [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: 03/05/2024] [Revised: 07/21/2024] [Accepted: 08/06/2024] [Indexed: 09/13/2024] Open
Abstract
Objective To estimate the national and provincial number of excess deaths due to diabetes across Cuba in 2019. Study design Cross-sectional design with secondary data. Methods We used DISMODII, a computerized generic disease model, to assess disease burden by modelling the relationships between incidence, prevalence, and disease-specific mortality. Baseline input data included population structure, total mortality, and age- and sex-specific estimates for diabetes prevalence from the Cuban National Health Survey 2019, and available published estimates of the relative risk of death for people with diabetes compared to people without diabetes. The results were internally validated with DISMODII output for duration of diabetes (years). Results In 2019, we estimated an excess of mortality attributable to diabetes of 7.5 times the diabetes mortality reported by the National Death Registry, which is equivalent to 16.4 % of all deaths in Cuba. The percentages of all-cause mortality among provinces varied between 10.7 % in Villa Clara and 24.5 % in Ciego de Avila. Conclusions These are the first estimates of mortality attributable to diabetes in Cuba and its provinces. Diabetes is likely to be a much more prominent leading cause of death than the 9th ranking reported by the Cuban National Death Registry 2019. Disease models similar to DISMODII are important tools to validate the epidemiologic indicators used in the burden of disease calculations.
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Affiliation(s)
- A H Seuc
- Instituto Nacional de Higiene, Epidemiología y Microbiología (INHEM), Infanta 1151, e/ Clavel y Llinas, Centro Habana, La Habana, 10300, Cuba
| | - M Mirabal-Sosa
- Instituto Nacional de Higiene, Epidemiología y Microbiología (INHEM), Infanta 1151, e/ Clavel y Llinas, Centro Habana, La Habana, 10300, Cuba
| | - Y Garcia-Serrano
- Instituto Nacional de Higiene, Epidemiología y Microbiología (INHEM), Infanta 1151, e/ Clavel y Llinas, Centro Habana, La Habana, 10300, Cuba
| | - K Alfonso-Sague
- Instituto Nacional de Higiene, Epidemiología y Microbiología (INHEM), Infanta 1151, e/ Clavel y Llinas, Centro Habana, La Habana, 10300, Cuba
| | - L Fernandez-Gonzalez
- Instituto Nacional de Higiene, Epidemiología y Microbiología (INHEM), Infanta 1151, e/ Clavel y Llinas, Centro Habana, La Habana, 10300, Cuba
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Green H, Zhang YS, Li C, Zaninotto P, Langa KM, Lee J, Manne-Goehler J, Flood D. Diabetes and all-cause mortality among middle-aged and older adults in China, England, Mexico, rural South Africa, and the United States: A population-based study of longitudinal aging cohorts. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.10.09.24315174. [PMID: 39417108 PMCID: PMC11483016 DOI: 10.1101/2024.10.09.24315174] [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
Objective There is a need for comparable worldwide data on the impact of diabetes on mortality. This study assessed diabetes and all-cause mortality among middle-aged and older adults in five countries. Research Design and Methods We analyzed adults aged 51 years or older followed between 2010 and 2020 from population-based cohorts in China, England, Mexico, rural South Africa, and the United States. Diabetes was defined by self-report or an elevated diabetes blood-based biomarker meeting the clinical criteria for diabetes. All-cause mortality was assessed through linkages or informant interviews. We used Poisson regression models to estimate mortality rate ratios and mortality rate differences, comparing people with diabetes to those without diabetes. Models were adjusted for age, gender, education, smoking status, body mass index, and economic status. Results We included 29,397 individuals, of whom 4,916 (16.7%) died during the study period. The median follow-up time ranged from 4.6 years in South Africa to 8.3 years in China. The adjusted all-cause mortality rate ratios for people with diabetes versus those without diabetes ranged from 1.53 (95% CI: 1.39-1.68) in the United States to 2.02 (95% CI: 1.34-3.06) in Mexico. The adjusted mortality rate differences (per 1,000 person-years) for people with diabetes versus those without diabetes ranged from 11.9 (95% CI: 4.8-18.9) in England to 24.6 (95% CI: 12.2-37.0) in South Africa. Conclusions Diabetes was associated with increased all-cause mortality in population-based cohorts across five diverse countries. There is an urgent need to implement clinical and public health interventions to improve diabetes outcomes globally.
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Affiliation(s)
- Hunter Green
- Center for Economic and Social Research, University of Southern California, Los Angeles, California, USA
| | - Yuan S. Zhang
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York City, New York, USA
- Robert N. Butler Columbia Aging Center, Mailman School of Public Health, Columbia University, New York City, New York, USA
| | - Chihua Li
- Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
- Survey Research Center, University of Michigan Institute for Social Research, Ann Arbor, Michigan, USA
| | - Paola Zaninotto
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Kenneth M. Langa
- Survey Research Center, University of Michigan Institute for Social Research, Ann Arbor, Michigan, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Jinkook Lee
- Center for Economic and Social Research, University of Southern California, Los Angeles, California, USA
- Department of Economics, University of Southern California, Los Angeles, California, USA
| | | | - David Flood
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
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Stahnke DN, Nied C, Oliveira MLGD, Costa JSDD. Trends in hospital admissions and mortality from diabetes mellitus in Rio Grande do Sul: historical series 2000-2020. Rev Gaucha Enferm 2023; 44:e20230103. [PMID: 37971111 DOI: 10.1590/1983-1447.2023.20230103.en] [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: 05/17/2023] [Accepted: 06/28/2023] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVE To analyze the trends of hospital admissions and deaths from diabetes mellitus in the 18 host municipalities of the 19 regional health coordination offices and in Rio Grande do Sul, 2000-2020. METHOD Ecological study with secondary data collected in the Hospital Information System, the Mortality Information System, and the Brazilian Institute of Geography and Statistics, from 2000-2020. Coefficients were standardized using the direct method and Prais-Winsten regression analysis. RESULTS A downward trend wasfound in the coefficients of hospitalizations for diabetes mellitus in most cities and states. In 2020, for both areas, hospitalizations for diabetes mellitus were below the average of the period. The mortality trend remained stationary in almost all municipalities and in the state. CONCLUSION There was evidence of a decrease in hospitalizations and stationary mortality by DM in most municipalities analyzed, possibly due to the policies and actions implemented in the period, despite the aging of the population.
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Affiliation(s)
- Douglas Nunes Stahnke
- Universidade do Vale do Rio dos Sinos (Unisinos). Programa de Pós-Graduação em Saúde Coletiva. São Leopoldo, Rio Grande do Sul, Brasil
| | - Camila Nied
- Universidade do Vale do Rio dos Sinos (Unisinos). Programa de Pós-Graduação em Saúde Coletiva. São Leopoldo, Rio Grande do Sul, Brasil
| | | | - Juvenal Soares Dias da Costa
- Universidade do Vale do Rio dos Sinos (Unisinos). Programa de Pós-Graduação em Saúde Coletiva. São Leopoldo, Rio Grande do Sul, Brasil
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Lim LL, Abdul Aziz A, Dakin H, Buckell J, Woon YL, Roope L, Chandran A, Mustapha FI, Gregg EW, Clarke PM. Trends in all-cause mortality among adults with diagnosed type 2 diabetes in West Malaysia: 2010 - 2019. Diabetes Res Clin Pract 2023; 205:110944. [PMID: 37804999 PMCID: PMC10701628 DOI: 10.1016/j.diabres.2023.110944] [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: 07/24/2023] [Revised: 09/21/2023] [Accepted: 10/05/2023] [Indexed: 10/09/2023]
Abstract
AIMS We determined 10-year all-cause mortality trends in diagnosed type 2 diabetes (T2D) population in West Malaysia, a middle-income country in the Western-Pacific region. METHODS One million T2D people aged 40-79 registered in the National Diabetes Registry (2009-2018) were linked to death records (censored on 31 December 2019). Standardized absolute mortality rates and standardized mortality ratios (SMRs) were estimated relative to the Malaysian general population, and standardized to the 2019 registry population with respect to sex, age group, and disease duration. RESULTS Overall all-cause standardized mortality rates were unchanged in both sexes. Rates increased in males aged 40-49 (annual average percent change [AAPC]: 2.46 % [95 % CI 0.42 %, 4.55 %]) and 50-59 (AAPC: 1.91 % [95 % CI 0.73 %, 3.10 %]), and females aged 40-49 (AAPC: 3.39 % [95 % CI 1.32 %, 5.50 %]). In both sexes, rates increased among those with 1) > 15 years disease duration, 2) prior cardiovascular disease, and 3) Bumiputera (Malay/native) ethnicity. The overall SMR was 1.83 (95 % CI 1.80, 1.86) for males and 1.85 (95 % CI 1.82, 1.89) for females, being higher in younger age groups and showed an increasing trend in those with either > 15 years disease duration or prior cardiovascular disease. CONCLUSIONS Mortality trends worsened in certain T2D population in Malaysia.
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Affiliation(s)
- Lee-Ling Lim
- Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China; Asia Diabetes Foundation, Hong Kong SAR, China.
| | - Alia Abdul Aziz
- Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Helen Dakin
- Health Economics Research Centre, Nuffield Department of Public Health, University of Oxford, Oxford, United Kingdom
| | - John Buckell
- Health Economics Research Centre, Nuffield Department of Public Health, University of Oxford, Oxford, United Kingdom
| | - Yuan-Liang Woon
- Centre for Clinical Epidemiology, Institute for Clinical Research, National Institute of Health, Selangor, Malaysia
| | - Laurence Roope
- Health Economics Research Centre, Nuffield Department of Public Health, University of Oxford, Oxford, United Kingdom
| | - Arunah Chandran
- Non-communicable Disease Section, Disease Control Division, Ministry of Health, Putrajaya, Malaysia
| | - Feisul I Mustapha
- Non-communicable Disease Section, Disease Control Division, Ministry of Health, Putrajaya, Malaysia
| | - Edward W Gregg
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
| | - Philip M Clarke
- Health Economics Research Centre, Nuffield Department of Public Health, University of Oxford, Oxford, United Kingdom.
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Rajlic S, Treede H, Münzel T, Daiber A, Duerr GD. Early Detection Is the Best Prevention-Characterization of Oxidative Stress in Diabetes Mellitus and Its Consequences on the Cardiovascular System. Cells 2023; 12:583. [PMID: 36831253 PMCID: PMC9954643 DOI: 10.3390/cells12040583] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/05/2023] [Accepted: 02/08/2023] [Indexed: 02/16/2023] Open
Abstract
Previous studies demonstrated an important role of oxidative stress in the pathogenesis of cardiovascular disease (CVD) in diabetic patients due to hyperglycemia. CVD remains the leading cause of premature death in the western world. Therefore, diabetes mellitus-associated oxidative stress and subsequent inflammation should be recognized at the earliest possible stage to start with the appropriate treatment before the onset of the cardiovascular sequelae such as arterial hypertension or coronary artery disease (CAD). The pathophysiology comprises increased reactive oxygen and nitrogen species (RONS) production by enzymatic and non-enzymatic sources, e.g., mitochondria, an uncoupled nitric oxide synthase, xanthine oxidase, and the nicotinamide adenine dinucleotide phosphate (NADPH) oxidase (NOX). Considering that RONS originate from different cellular mechanisms in separate cellular compartments, adequate, sensitive, and compartment-specific methods for their quantification are crucial for early detection. In this review, we provide an overview of these methods with important information for early, appropriate, and effective treatment of these patients and their cardiovascular sequelae.
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Affiliation(s)
- Sanela Rajlic
- Department of Cardiothoracic and Vascular Surgery, University of Medicine Mainz, 55131 Mainz, Germany
| | - Hendrik Treede
- Department of Cardiothoracic and Vascular Surgery, University of Medicine Mainz, 55131 Mainz, Germany
| | - Thomas Münzel
- Center for Cardiology, Department of Cardiology, Molecular Cardiology, University Medical Center, 55131 Mainz, Germany
| | - Andreas Daiber
- Center for Cardiology, Department of Cardiology, Molecular Cardiology, University Medical Center, 55131 Mainz, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, 55131 Mainz, Germany
| | - Georg Daniel Duerr
- Department of Cardiothoracic and Vascular Surgery, University of Medicine Mainz, 55131 Mainz, Germany
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Guzman-Vilca WC, Carrillo-Larco RM. Mortality attributable to type 2 diabetes mellitus in Latin America and the Caribbean: a comparative risk assessment analysis. BMJ Open Diabetes Res Care 2022; 10:10/1/e002673. [PMID: 35185016 PMCID: PMC8860056 DOI: 10.1136/bmjdrc-2021-002673] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/18/2022] [Indexed: 01/22/2023] Open
Abstract
INTRODUCTION We quantified the proportion and the absolute number of deaths attributable to type 2 diabetes mellitus (T2DM) in Latin America and the Caribbean (LAC) using an estimation approach. RESEARCH DESIGN AND METHODS We combined T2DM prevalence estimates from the NCD Risk Factor Collaboration, relative risks between T2DM and all-cause mortality from a meta-analysis of cohorts in LAC, and death rates from the Global Burden of Disease Study 2019. We estimated population-attributable fractions (PAFs) and computed the absolute number of attributable deaths in 1990 and 2019 by multiplying the PAFs by the total deaths in each country, year, sex, and 5-year age group. RESULTS Between 1985 and 2014 in LAC, the proportion of all-cause mortality attributable to T2DM increased from 12.2% to 16.9% in men and from 14.5% to 19.3% in women. In 2019, the absolute number of deaths attributable to T2DM was 349 787 in men and 330 414 in women. The highest death rates (deaths per 100 000 people) in 2019 were in Saint Kitts and Nevis (325 in men, 229 in women), Guyana (313 in men, 272 in women), and Haiti (269 in men, 265 in women). CONCLUSIONS A substantial burden of all deaths is attributed to T2DM in LAC. To decrease the mortality attributable to T2DM in LAC, policies are needed to strengthen early diagnosis and management, along with the prevention of complications.
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Affiliation(s)
- Wilmer Cristobal Guzman-Vilca
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Cayetano Heredia (SOCEMCH), Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Rodrigo M Carrillo-Larco
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Universidad Continental, Lima, Peru
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Alsulami S, Cruvinel NT, da Silva NR, Antoneli AC, Lovegrove JA, Horst MA, Vimaleswaran KS. Effect of dietary fat intake and genetic risk on glucose and insulin-related traits in Brazilian young adults. J Diabetes Metab Disord 2021; 20:1337-1347. [PMID: 34900785 PMCID: PMC8630327 DOI: 10.1007/s40200-021-00863-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 07/16/2021] [Indexed: 12/27/2022]
Abstract
PURPOSE The development of metabolic diseases such as type 2 diabetes (T2D) is closely linked to a complex interplay between genetic and dietary factors. The prevalence of abdominal obesity, hyperinsulinemia, dyslipidaemia, and high blood pressure among Brazilian adolescents is increasing and hence, early lifestyle interventions targeting these factors might be an effective strategy to prevent or slow the progression of T2D. METHODS We aimed to assess the interaction between dietary and genetic factors on metabolic disease-related traits in 200 healthy Brazilian young adults. Dietary intake was assessed using 3-day food records. Ten metabolic disease-related single nucleotide polymorphisms (SNPs) were used to construct a metabolic-genetic risk score (metabolic-GRS). RESULTS We found significant interactions between the metabolic-GRS and total fat intake on fasting insulin level (Pinteraction = 0.017), insulin-glucose ratio (Pinteraction = 0.010) and HOMA-B (Pinteraction = 0.002), respectively, in addition to a borderline GRS-fat intake interaction on HOMA-IR (Pinteraction = 0.051). Within the high-fat intake category [37.98 ± 3.39% of total energy intake (TEI)], individuals with ≥ 5 risk alleles had increased fasting insulin level (P = 0.021), insulin-glucose ratio (P = 0.010), HOMA-B (P = 0.001) and HOMA-IR (P = 0.053) than those with < 5 risk alleles. CONCLUSION Our study has demonstrated a novel GRS-fat intake interaction in young Brazilian adults, where individuals with higher genetic risk and fat intake had increased glucose and insulin-related traits than those with lower genetic risk. Large intervention and follow-up studies with an objective assessment of dietary factors are needed to confirm our findings. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s40200-021-00863-7.
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Affiliation(s)
- Sooad Alsulami
- Department of Food and Nutritional Sciences, Hugh Sinclair Unit of Human Nutrition, University of Reading, Reading, RG6 6DZ UK
- Department of Clinical Nutrition, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Nathália Teixeira Cruvinel
- Nutritional Genomics Research Group, Faculty of Nutrition, Federal University of Goiás (UFG), Goiania, Goiás, Brazil
| | - Nara Rubia da Silva
- Nutritional Genomics Research Group, Faculty of Nutrition, Federal University of Goiás (UFG), Goiania, Goiás, Brazil
| | - Ana Carolina Antoneli
- Nutritional Genomics Research Group, Faculty of Nutrition, Federal University of Goiás (UFG), Goiania, Goiás, Brazil
| | - Julie A. Lovegrove
- Department of Food and Nutritional Sciences, Hugh Sinclair Unit of Human Nutrition, University of Reading, Reading, RG6 6DZ UK
- Institute for Cardiovascular and Metabolic Research, University of Reading, Reading, UK
| | - Maria Aderuza Horst
- Nutritional Genomics Research Group, Faculty of Nutrition, Federal University of Goiás (UFG), Goiania, Goiás, Brazil
| | - Karani Santhanakrishnan Vimaleswaran
- Department of Food and Nutritional Sciences, Hugh Sinclair Unit of Human Nutrition, University of Reading, Reading, RG6 6DZ UK
- Institute for Cardiovascular and Metabolic Research, University of Reading, Reading, UK
- Institute for Food, Nutrition, and Health, University of Reading, Reading, UK
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Bracco PA, Gregg EW, Rolka DB, Schmidt MI, Barreto SM, Lotufo PA, Bensenor I, Duncan BB. Lifetime risk of developing diabetes and years of life lost among those with diabetes in Brazil. J Glob Health 2021; 11:04041. [PMID: 34326991 PMCID: PMC8284547 DOI: 10.7189/jogh.11.04041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023] Open
Abstract
BACKGROUND Given the paucity of studies for low- or middle-income countries, we aim to provide the first ever estimations of lifetime risk of diabetes, years of life spent and lost among those with diabetes for Brazilians. Estimates of Brazil´s diabetes burden consist essentially of reports of diabetes prevalence from national surveys and mortality data. However, these additional metrics are at times more meaningful ways to characterize this burden. METHODS We joined data on incidence of physician-diagnosed diabetes from the Brazilian risk factor surveillance system, all-cause mortality from national statistics, and diabetes mortality rate ratios from ELSA-Brasil, an ongoing cohort study. To calculate lifetime risk of developing diabetes, we applied an illness-death state model. To calculate years of life lost for those with diabetes and years lived with the disease, we additionally calculated the mortality rates for those with diabetes. RESULTS A 35-year-old white adult had a 23.4% (95% CI = 22.5%-25.5%) lifetime risk of developing diabetes by age 80 while a same-aged black/brown adult had a 30.8% risk (95% confidence interval (CI) = 29.6%-33.2%). Men diagnosed with diabetes at age 35 would live 32.9 (95% CI = 32.4-33.2) years with diabetes and lose 5.5 (95% CI = 5.1-6.1) years of life. Similarly-aged women would live 38.8 (95% CI = 38.3-38.9) years with diabetes and lose 2.1 (95% CI = 1.9-2.6) years of life. CONCLUSIONS Assuming maintenance of current rates, one-quarter of young Brazilians will develop diabetes over their lifetimes, with this number reaching almost one-third among young, black/brown women. Those developing diabetes will suffer a decrease in life expectancy and will generate a considerable cost in terms of medical care.
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Affiliation(s)
- Paula A Bracco
- 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 Sul, Brazil
| | - Edward W Gregg
- Department of Diabetes and Cardiovascular Disease Epidemiology, School of Public Health, Imperial College London, UK
| | - Deborah B Rolka
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Maria Inês 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 Sul, Brazil
| | - Sandhi M Barreto
- Department of Preventive and Social Medicine, Medical School, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Paulo A Lotufo
- Department of Internal Medicine, School of Medicine, Universidade de São Paulo, São Paulo, Brazil
| | - Isabela Bensenor
- Department of Internal Medicine, School of Medicine, Universidade de São Paulo, São Paulo, Brazil
| | - 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 Sul, Brazil
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Bracco PA, Gregg EW, Rolka DB, Schmidt MI, Barreto SM, Lotufo PA, Bensenor I, Duncan BB. Lifetime risk of developing diabetes and years of life lost among those with diabetes in Brazil. J Glob Health 2021. [PMID: 34326991 PMCID: PMC8284547 DOI: 10.7189/jgh.11.04041] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Background Given the paucity of studies for low- or middle-income countries, we aim to provide the first ever estimations of lifetime risk of diabetes, years of life spent and lost among those with diabetes for Brazilians. Estimates of Brazil´s diabetes burden consist essentially of reports of diabetes prevalence from national surveys and mortality data. However, these additional metrics are at times more meaningful ways to characterize this burden. Methods We joined data on incidence of physician-diagnosed diabetes from the Brazilian risk factor surveillance system, all-cause mortality from national statistics, and diabetes mortality rate ratios from ELSA-Brasil, an ongoing cohort study. To calculate lifetime risk of developing diabetes, we applied an illness-death state model. To calculate years of life lost for those with diabetes and years lived with the disease, we additionally calculated the mortality rates for those with diabetes. Results A 35-year-old white adult had a 23.4% (95% CI = 22.5%-25.5%) lifetime risk of developing diabetes by age 80 while a same-aged black/brown adult had a 30.8% risk (95% confidence interval (CI) = 29.6%-33.2%). Men diagnosed with diabetes at age 35 would live 32.9 (95% CI = 32.4-33.2) years with diabetes and lose 5.5 (95% CI = 5.1-6.1) years of life. Similarly-aged women would live 38.8 (95% CI = 38.3-38.9) years with diabetes and lose 2.1 (95% CI = 1.9-2.6) years of life. Conclusions Assuming maintenance of current rates, one-quarter of young Brazilians will develop diabetes over their lifetimes, with this number reaching almost one-third among young, black/brown women. Those developing diabetes will suffer a decrease in life expectancy and will generate a considerable cost in terms of medical care.
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Affiliation(s)
- Paula A Bracco
- 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 Sul, Brazil
| | - Edward W Gregg
- Department of Diabetes and Cardiovascular Disease Epidemiology, School of Public Health, Imperial College London, UK
| | - Deborah B Rolka
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Maria Inês 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 Sul, Brazil
| | - Sandhi M Barreto
- Department of Preventive and Social Medicine, Medical School, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Paulo A Lotufo
- Department of Internal Medicine, School of Medicine, Universidade de São Paulo, São Paulo, Brazil
| | - Isabela Bensenor
- Department of Internal Medicine, School of Medicine, Universidade de São Paulo, São Paulo, Brazil
| | - 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 Sul, Brazil
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Cohen RV, Drager LF, Petry TBZ, Santos RD. Metabolic health in Brazil: trends and challenges. Lancet Diabetes Endocrinol 2020; 8:937-938. [PMID: 33156997 DOI: 10.1016/s2213-8587(20)30370-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 10/23/2020] [Indexed: 12/17/2022]
Affiliation(s)
- Ricardo V Cohen
- Center for Obesity and Diabetes, Oswaldo Cruz German Hospital, São Paulo, Brazil.
| | - Luciano F Drager
- Hypertension Unit, Heart Institute (InCor) and Hypertension Unit, Renal Division, University of São Paulo Medical School, São Paulo, Brazil
| | - Tarissa B Z Petry
- Center for Obesity and Diabetes, Oswaldo Cruz German Hospital, São Paulo, Brazil
| | - Raul D Santos
- Lipid Clinic, Heart Institute (InCor), University of São Paulo Medical School and Academic Research Organization, Hospital Israelita Albert Einstein, São Paulo, Brazil
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Avilés-Santa ML, Monroig-Rivera A, Soto-Soto A, Lindberg NM. Current State of Diabetes Mellitus Prevalence, Awareness, Treatment, and Control in Latin America: Challenges and Innovative Solutions to Improve Health Outcomes Across the Continent. Curr Diab Rep 2020; 20:62. [PMID: 33037442 PMCID: PMC7546937 DOI: 10.1007/s11892-020-01341-9] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/10/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW Latin America is the scenario of great inequalities where about 32 million human beings live with diabetes. Through this review, we aimed at describing the current state of the prevalence, awareness, treatment, and control of diabetes mellitus and completion of selected guidelines of care across Latin America and identify opportunities to advance research that promotes better health outcomes. RECENT FINDINGS The prevalence of diabetes mellitus has been consistently increasing across the region, with some variation: higher prevalence in Mexico, Haiti, and Puerto Rico and lower in Colombia, Ecuador, Dominican Republic, Peru, and Uruguay. Prevalence assessment methods vary, and potentially underestimating the real number of persons with diabetes. Diabetes unawareness varies widely, with up to 50% of persons with diabetes who do not know they may have the disease. Glycemic, blood pressure, and LDL-C control and completion of guidelines to prevent microvascular complications are not consistently assessed across studies, and the achievement of control goals is suboptimal. On the other hand, multiple interventions, point-of-care/rapid assessment tools, and alternative models of health care delivery have been proposed and tested throughout Latin America. The prevalence of diabetes mellitus continues to rise across Latin America, and the number of those with the disease may be underestimated. However, some local governments are embedding more comprehensive diabetes assessments in their local national surveys. Clinicians and public health advocates in the region have proposed and initiated various multi-level interventions to address this enormous challenge in the region.
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Affiliation(s)
- M Larissa Avilés-Santa
- Division of Extramural Scientific Programs, Clinical and Health Services Research at the National Institute on Minority Health and Health Disparities, Bethesda, MD, USA.
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