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1.
Aten. prim. (Barc., Ed. impr.) ; 56(5)may. 2024. tab
Article En | IBECS | ID: ibc-CR-342

Objective To analyze the Wakabayashi & Daimon (2015) equation, as a predictive indicator of cardiometabolic diseases and its comparison with other indices. Design A systematic review was carried out between January and March 2023, according to the PRISMA statement. Data source Scopus, Web of Science, and PubMed databases were reviewed using “cardiometabolic index” (CMI) as the search term. Study selection The following inclusion criteria were determined: studies in adults with cardiometabolic diseases using the Wakabayashi & Daimon (2015) CMI formula in different populations; studies that validate or compare the equation or that demonstrate the effects of the intervention. Data extraction Of the 11 selected articles, the characteristics of the population, type of study, indicators for the validation of the CMI, the reported statistics and the conclusions that were recorded in a comparative table were obtained. Results and conclusions Odds ratio, hazard ratio, sensitivity, and specificity were used to assess associations, risk, effectiveness, and validity of the tests, indicating favorable relationships between the factors analyzed and the results obtained. Validation and probabilistic analysis of the CMI were performed against diverse diseases such as obesity [Man >60y=AUC=0.90 (0.75–1.00) (p=0.01), Se=100, Sp=81.8, YI=0.82 and OR 4.66 and Women >60y=AUC=0.95 (0.88–1.00), p=0.001, Se=90.0, Sp=100, YI=0.90 and OR=36.27]; cardiovascular diseases [AUC=0.617, Se=0.675, Sp=0.509; HR=1.48 (1.33, 1.65), p=<0.001], among others. In conclusion CMI is a new utility index that broadly identifies the presence of risk that leads to cardiometabolic diseases in adults. (AU)


Objetivo Analizar la ecuación de Wakabayashi et al. del 2015 como indicador de predicción de enfermedades cardiometabólicas y su comparación con otros índices.Diseño Se realizó una revisión sistemática entre enero y marzo del 2023, de acuerdo con la declaración PRISMA. Fuente de datos Se revisaron las bases de datos Scopus, Web of Science y PubMed utilizando «índice cardiometabólico» (ICM) como término de búsqueda. Selección de los estudios Se determinaron los siguientes criterios de inclusión: estudios en adultos con enfermedades cardiometabólicas que utilizaron la fórmula ICM de Wakabayashi et al. en diferentes poblaciones; que validaran o compararan la ecuación o que demostraran los efectos de la intervención. Extracción de datos De los 11 artículos seleccionados, se obtuvieron las características de la población, tipo de estudio, indicadores para la validación del ICM, la estadística reportada y las conclusiones que se registraron en una tabla comparativa. Resultados y conclusiones Para evaluar las asociaciones, el riesgo, la efectividad y la validez de las pruebas se utilizaron odds ratio (OR), hazard ratio (HR), sensibilidad y especificidad, indicando relaciones favorables entre los factores analizados y los resultados obtenidos. La validación y el análisis probabilístico del ICM se realizaron frente a diversas enfermedades como obesidad (hombres >60 años=AUC=0,90 [0,75-1,00], [p=0,01], Se=100, Sp=81,8, YI=0,82 y OR 4,66; y mujeres >60 años=AUC=0,95 [0,88-1,00], p=0,001, Se=90,0, Sp=100, YI=0,90 y OR=36,27); enfermedades cardiovasculares (AUC=0,617, Se=0,675, Sp=0,509; HR=1,48 [1,33, 1,65] p≤0,001), entre otros. En conclusión, el ICM es un nuevo índice de utilidad que identifica ampliamente la presencia de riesgo para conducir a enfermedades cardiometabólicas en adultos. (AU)


Humans , Metabolic Syndrome/prevention & control , Cardiovascular Diseases/prevention & control , Diabetes Mellitus/prevention & control
4.
Sci Rep ; 14(1): 5424, 2024 03 05.
Article En | MEDLINE | ID: mdl-38443384

Diabetes Mellitus is one of the biggest health problems in Indonesia but the research on the disease's projection is still limited. This study aimed to make a projection model of prevalence and mortality of diabetes in Indonesia based on risk factors and NCD programs. The study was a quantitative non-experimental study through multiple linear regression models and system dynamics. The baseline projection was created by 2018 data and projections until 2045 involved the dynamization of risk factors and programs, population, and case fatality rate. The model was created from 205 districts data. This study used secondary data from Basic Health Research, BPJS Kesehatan, NCD programs, and Ministry of Health. The prevalence of diabetes in Indonesia is estimated to increase from 9.19% in 2020 (18.69 million cases) to 16.09% in 2045 (40.7 million cases). The prevalence will be lower to 15.68% (39.6 million) if interventions of programs were carried out, and to 9.22% (23.2 million) if the programs were added with prevention of risk factors. The projected number of deaths due to diabetes increases from 433,752 in 2020 to 944,468 in 2045. Deaths due to stroke among diabetes increases from 52,397 to 114,092 in the same period. Deaths from IHD among diabetes increase from 35,351 to 76,974, and deaths from chronic kidney disease among diabetes increase from 29,061 to 63,279. Diabetes prevalence and mortality in Indonesia rise significantly in Indonesia and can be reduced by intervention of several programs and risk factors. This study findings could be source of planning and evaluation of Diabetes prevention and control program at national and provincial level in the future related to risk factors control and program development.


Diabetes Mellitus , Noncommunicable Diseases , Humans , Indonesia/epidemiology , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control , Risk Factors , Morbidity
5.
Cancer Epidemiol Biomarkers Prev ; 33(5): 731-738, 2024 May 01.
Article En | MEDLINE | ID: mdl-38451185

BACKGROUND: Diabetes has been associated with colorectal cancer. We evaluated whether adherence to a diabetes risk reduction diet (DRRD) can favorably influence the risk of colorectal cancer. METHODS: Data came from a multicentric Italian case-control study including 1,953 histologically confirmed colorectal cancer cases and 4,154 hospital controls admitted for acute nonneoplastic diseases. Diet was assessed through a validated and reproducible food frequency questionnaire. The DRRD score was computed assigning higher values for higher consumption of cereal fiber, fruit, coffee, nuts and a higher polyunsaturated/saturated fats ratio and for lower glycemic index and lower consumption of red/processed meat and sweetened beverages and fruit juices. The ORs and the corresponding 95% confidence intervals (CI) of colorectal cancer according to the DRRD score were obtained using logistic regression models adjusting for total energy intake and other major confounders. RESULTS: The DRRD was inversely related to colorectal cancer risk. The ORs of colorectal cancer were 0.77 (95% CI, 0.67-0.89) for the third versus first score tertile (Ptrend < 0.001) and 0.92 (95% CI, 0.87-0.96) for a 3-point increment in the score. Inverse associations were observed for colon and rectal cancers and were consistent in strata of sex, age, and other major covariates. CONCLUSIONS: A higher adherence to a DRRD was inversely associated with colorectal cancer risk. IMPACT: Given the high incidence and mortality rates of colorectal cancer, adherence to a DRRD can have relevant prevention and public health implications.


Colorectal Neoplasms , Humans , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/prevention & control , Colorectal Neoplasms/etiology , Male , Female , Case-Control Studies , Middle Aged , Aged , Risk Factors , Risk Reduction Behavior , Italy/epidemiology , Diet/statistics & numerical data , Diet/adverse effects , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control
7.
Sci Diabetes Self Manag Care ; 50(2): 107-115, 2024 Apr.
Article En | MEDLINE | ID: mdl-38454633

PURPOSE: The purpose of the study was to explore the feasibility of using commonly available technology, such as text messaging, for diabetes prevention in rural Mexican American communities during COVID-19. METHODS: Participants were selected from a diabetes prevention study funded by the National Institutes of Health that, prior to COVID-19, involved in-person group intervention sessions. Participants were predominantly female adults born in Mexico and Spanish-speaking. A subsample (n = 140) was divided into 3 cohorts: (1) 50 who completed the initial in-person intervention prior to the COVID-19 research pause, (2) 60 who needed additional support sessions to complete the intervention and thus received 10 text messages with links to relevant online diabetes prevention videos (TM+), and (3) 30 who received enhanced usual care involving health guidance offered during data collection (control). Repeated measures analysis of covariance was used to evaluate cohort differences at 24 months post baseline. RESULTS: No significant cohort differences were found for depression, eating self-efficacy, alcohol intake, fat avoidance, or sedentary behaviors. Differences in A1C showed both in-person and TM+ cohorts having lower mean A1C levels (5.5%) than the control cohort (5.7%). The TM+ cohort had lower body mass index than other cohorts and a lower diabetes conversion rate (22.2%) compared to the control cohort (28%). Participants indicated preferences for in-person/TM+ combination interventions. The strongest positive feedback was for the TM+ intervention cooking demonstration videos. CONCLUSIONS: Augmented text messaging combined with in-person sessions had similar outcomes to the all in-person strategy and thus has the potential for expanding the reach of diabetes prevention to many Mexican American communities.


Diabetes Mellitus , Prediabetic State , Text Messaging , Adult , Female , Humans , Male , COVID-19 , Diabetes Mellitus/prevention & control , Glycated Hemoglobin , Mexican Americans , Prediabetic State/therapy
8.
Health Educ Res ; 39(3): 284-295, 2024 May 11.
Article En | MEDLINE | ID: mdl-38394480

The War on Diabetes campaign was launched in 2016, encouraging Singapore residents to engage in regular exercise, adopt healthy dietary habits and screen for early detection of diabetes. This study aims to examine campaign awareness and its associations with sedentary behaviour, dietary habits and identifying diabetes. Data were obtained from the nationwide Knowledge, Attitudes and Practices study on diabetes in Singapore. A total of 2895 participants responded to a single question assessing campaign awareness. The Dietary Approaches to Stop Hypertension (DASH) diet screener assessed dietary habits, and the Global Physical Activity Questionnaire (GPAQ) measured sedentary behaviour. Recognition of diabetes was established using a vignette depicting a person with diabetes mellitus. Logistic and linear regression models were used to measure the associations. Most participants were 18- to 34-years old (29.9%) and females (51.6%). About 57.4% identified the campaign. Campaign awareness exhibited positive associations with identifying diabetes based on the vignette [odds ratio (OR): 1.5; 95% confidence interval (CI): 1.1-2.2; P = 0.022], lower odds of sedentary behaviour ≥7 h/day (OR: 0.7; CI: 0.5-0.9; P = 0.018) and higher DASH scores (ß = 1.3; P < 0.001). The study recognized early significant associations between the behavioural outcomes and the campaign, emphasizing the need for ongoing campaign sustainability and evaluation of its long-term impact on population health.


Diabetes Mellitus , Exercise , Health Knowledge, Attitudes, Practice , Health Promotion , Sedentary Behavior , Humans , Female , Male , Adult , Adolescent , Health Promotion/methods , Singapore , Diabetes Mellitus/prevention & control , Young Adult , Middle Aged , Surveys and Questionnaires
9.
Farm. comunitarios (Internet) ; 16(1): 5-17, Ene. 2024. tab, graf
Article En, Es | IBECS | ID: ibc-229277

Objetivo: analizar los resultados de las campañas de SEFAC de cribado del riesgo de padecer diabetes, realizados en las farmacias comunitarias españolas desde 2014. Métodos: estudio descriptivo acumulativo de los resultados de las campañas del Día Mundial de la Diabetes, en 2014, 2016-2018, 2020 y 2021. Pacientes: usuarios ≥18 años no diagnosticados de diabetes con consentimiento firmado. Variables: puntuación del test de Findrisc, media (m) y desviación estándar (DE) y participantes en intervalos de riesgo, n (%). Variables demográficas (sexo, edad) y antropométricas, índice de masa corporal (IMC) (kg/m2), perímetro de cintura (cm), glucemia capilar m (DE) (mg/dl). Resultados: participaron 1.146 farmacéuticos, 12402 usuarios. 8.799 (70,9 %) tenían IMC ≥25 kg/m2. 7366 (59,4 %) tomaban antihipertensivos. 6047 (48,8 %) con perímetro abdominal excesivo. 5962 (48,0 %) tenían antecedentes familiares de diabetes. El riesgo medio (puntuación Findrisc) fue de 11,3 (4,6), sin diferencias entre sexos (p>0,05). El número de participantes con riesgo alto/muy alto (F≥15) fue 3107 (25,0 %) sin diferencias entre sexos (p>0,05). El riesgo alto/muy alto aumenta con la edad, de 282 (15,1 %) personas de 45-54 años hasta 1695 (40,1 %) personas >64 años. Se derivaron al médico 1762 (14,2 %), sin datos de resultado. Tiempo medio de entrevista: 10,3 (5,3) minutos, sin diferencias entre sexos (p>0,05). Conclusiones: la cuarta parte de los encuestados tenían riesgo alto/muy alto y fueron derivados al médico uno de cada siete. Los factores de riesgo más prevalentes fueron IMC, hipertensión arterial, perímetro abdominal y antecedentes familiares de diabetes. Debe mejorarse la comunicación interprofesional, pues no se obtuvo resultado de las derivaciones al médico. (AU)


Aim: To analyze diabetes risk screening using the Findrisc questionnaire, performed in Spanish community pharmacies (CP) since 2014. Methods: Cumulative descriptive study of the results of the World Diabetes Day campaigns, in 2014, 2016-2018, 2020 and 2021. Subjects: users ≥18 years not diagnosed with diabetes with signed consent. Variables: Findrisc test score m (SD) and participants in risk intervals, n (%). Demographic (sex, age) and anthropometric variables, body mass index (BMI) (kg/m2), waist circumference (cm), capillary glycemia m (SD) (mg/dl). Results: 1146 pharmacists, 12402 users. 8799 (70.9 %) had BMI ≥25 Kg/m2. 7366 (59.4 %) were taking antihypertensive drugs. 6047 (48.8 %) with unhealthy abdominal perimeter. 5962 (48.0 %) had a family history of diabetes. The mean risk (F score) was 11.3 (4.6), with no differences between sexes (p<0.05). The number of participants with high/very high risk (F≥15) was 3107 (25.0%) with no differences between sexes (p<0.05). High/very high risk increased with age, from 282 (15.1%) persons aged 45-54 years to 1695 (40.1%) persons >64 years. A total of 1762 (14.2% of the total) were referred to a physician.Mean interview time: 10.3 (5.3) minutes, with no differences between sexes (p<0.05). Conclusions: One quarter of the respondents were at high/very high risk and one in seven were referred to a physician. The most prevalent risk factors were BMI, hypertension, abdominal circumference and family history of diabetes. Interprofessional communication should be improved, as no results were obtained from referrals to the physician. (AU)


Humans , Male , Female , Young Adult , Adult , Middle Aged , Aged , Aged, 80 and over , Diabetes Mellitus/prevention & control , Pharmacists , Surveys and Questionnaires , Risk Factors , Mass Screening
10.
Value Health Reg Issues ; 40: 89-99, 2024 Mar.
Article En | MEDLINE | ID: mdl-38061309

OBJECTIVES: This study aimed to provide a vulnerability index (VI) for identifying vulnerable regions in different states of India, which may serve as a tool for state- and district-level planning for mitigation and prevention of diabetes growth in the country. METHODS: Using data on 13 indicators under 4 domains, we generated domain-specific and overall VIs at state (36 states/union territories) and district levels (640 districts) using the percentile ranking method. The association of diabetes with individuals' socioeconomic status at different levels of regional vulnerability has also been observed through multivariable logistic regression models. RESULTS: On a scale of 0 to 1, there are 13 states with an overall VI of >0.70, of which 5 states are from southern regions of India. A low VI has been achieved by socioeconomically backward states. We observed that prevalence rates and vulnerability levels for most of the top and bottom 11 states are in the same line. District-level analysis showed that the 20 most vulnerable and least vulnerable districts are mostly from coastal and socioeconomically backward states of the country, respectively. Furthermore, logistic regression revealed that rural adults and females are less likely to be diabetic in all vulnerability quartiles. The oldest, Muslims, wealthiest, widowed/deserted/separated, and those with schooling ≤12 years are significantly more likely to be diabetic than their counterparts. CONCLUSION: The constructed VI is vital for identifying vulnerable areas and planners and policy-makers may use this comprehensive index and domain-specific VIs to prioritize resource allocation.


Diabetes Mellitus , Social Class , Adult , Female , Humans , Educational Status , India/epidemiology , Resource Allocation , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control
12.
Diabetes Metab Res Rev ; 40(3): e3657, 2024 Mar.
Article En | MEDLINE | ID: mdl-37243927

Diabetes-related foot disease results in a major global burden for patients and the healthcare system. The International Working Group on the Diabetic Foot (IWGDF) has been producing evidence-based guidelines on the prevention and management of diabetes-related foot disease since 1999. In 2023, all IWGDF Guidelines have been updated based on systematic reviews of the literature and formulation of recommendations by multidisciplinary experts from all over the world. In addition, a new guideline on acute Charcot neuro-osteoarthropathy was created. In this document, the IWGDF Practical Guidelines, we describe the basic principles of prevention, classification and management of diabetes-related foot disease based on the seven IWGDF Guidelines. We also describe the organisational levels to successfully prevent and treat diabetes-related foot disease according to these principles and provide addenda to assist with foot screening. The information in these practical guidelines is aimed at the global community of healthcare professionals who are involved in the care of persons with diabetes. Many studies around the world support our belief that implementing these prevention and management principles is associated with a decrease in the frequency of diabetes-related lower-extremity amputations. The burden of foot disease and amputations is increasing at a rapid rate, and comparatively more so in middle to lower income countries. These guidelines also assist in defining standards of prevention and care in these countries. In conclusion, we hope that these updated practical guidelines continue to serve as a reference document to aid healthcare providers in reducing the global burden of diabetes-related foot disease.


Diabetes Mellitus , Diabetic Foot , Foot Diseases , Humans , Diabetic Foot/etiology , Diabetic Foot/prevention & control , International Agencies , Amputation, Surgical , Diabetes Mellitus/prevention & control
13.
Public Health ; 226: 53-57, 2024 Jan.
Article En | MEDLINE | ID: mdl-38006742

OBJECTIVES: Lack of sufficient physical activity (PA) has been associated with an increased risk of several non-communicable diseases (NCDs) and all-cause mortality. This study aimed to estimate the number of preventable incidence cases of NCDs attributable to insufficient PA in the Chilean population. STUDY DESIGN: Comparative risk assessment modelling study. METHODS: This study examined data from 5834 participants aged ≥20 years from the Chilean National Survey (2016-2017). PA was assessed by the Global Physical Activity Questionnaire (GPAQ), and metabolic equivalent of tasks (METs) were assigned according to PA intensity. Estimated incidence cases of NCDs in Chile in 2019 were obtained from the Global Burden of Disease study. Relative risks for breast cancer, colon cancer, ischaemic heart disease, diabetes and stroke were obtained from a published meta-analysis and applied to the prevalence of insufficient PA estimates through the potential impact fraction equation. RESULTS: High levels of PA (≥8000 MET-min/week) could potentially avoid more than 22,000 (64.6 %) incidence NCD cases, ranging from 498 (10.1 %) preventable cases of breast cancer to 5629 (14.7 %) cases of diabetes. Other modelled scenarios also showed to reduce the incidence cases of all five NCDs but to a lesser extent; where at least PA recommendation was achieved, preventable NCDs were reduced by 6522 cases (18.7 %), and where a 10 % relative reduction in insufficient PA level in the population was achieved, preventable NCDs were reduced by 651 (1.8 %) cases. CONCLUSIONS: The study results provide estimates for the incidence cases of preventable NCDs attributable to insufficient PA, highlighting the important role of PA in NCD prevention in Chile.


Breast Neoplasms , Diabetes Mellitus , Noncommunicable Diseases , Humans , Female , Noncommunicable Diseases/epidemiology , Noncommunicable Diseases/prevention & control , Chile/epidemiology , Risk Factors , Incidence , Exercise , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control
14.
Health Educ Behav ; 51(2): 291-301, 2024 Apr.
Article En | MEDLINE | ID: mdl-37978814

African Americans (AAs) are disproportionately burdened with diabetes and prediabetes. Predominately AA churches may be optimal settings for reaching AAs at greatest diabetes risk, along with related morbidities and mortalities. The current study used the RE-AIM framework to qualitatively examine the feasibility, acceptability, and satisfaction with the Project Faith Influencing Transformation (FIT) intervention, a diabetes risk reduction intervention in AA churches. Participants were (N = 21) church and community members who also participated in the larger Project FIT intervention and were primarily female, with an average age of 60 years (SD = 11.1). Participants completed a brief survey and focus group discussion. Participants discussed intervention effectiveness in changing health behaviors and outcomes, with high rates of adoption, acceptability, and satisfaction across churches that conducted the intervention. Participants also discussed outreach to members of the broader community, the role of the pastor, and challenges to intervention implementation and maintenance-tailored strategies to improve intervention effectiveness are discussed. Given the significant diabetes disparities that exist for AAs, it is imperative to continue to investigate best practices for reaching communities served by churches with sustainable, relevant health programming. This study has the potential to inform more effective, tailored diabetes prevention interventions for high-risk AAs in faith-based settings.


Diabetes Mellitus , Faith-Based Organizations , Health Promotion , Female , Humans , Middle Aged , Black or African American , Diabetes Mellitus/prevention & control , Feasibility Studies , Health Behavior
15.
Plant Foods Hum Nutr ; 79(1): 1-11, 2024 Mar.
Article En | MEDLINE | ID: mdl-38117392

Soybean-based fermented foods are commonly consumed worldwide, especially in Asia. These fermented soy-products are prepared using various strains of Bacillus, Streptococcus, Lactobacillus, and Aspergillus. The microbial action during fermentation produces and increases the availability of various molecules of biological significance, such as isoflavones, bioactive peptides, and dietary fiber. These dietary bio active compounds are also found to be effective against the metabolic disorders such as obesity, diabetes, and cardiovascular diseases (CVD). In parallel, soy isoflavones such as genistein, genistin, and daidzin can also contribute to the anti-obesity and anti-diabetic mechanisms, by decreasing insulin resistance and oxidative stress. The said activities are known to lower the risk of CVD, by decreasing the fat accumulation and hyperlipidemia in the body. In addition, along with soy-isoflavones fermented soy foods such as Kinema, Tempeh, Douchi, Cheonggukjang/Chungkukjang, and Natto are also rich in dietary fiber (prebiotic) and known to be anti-dyslipidemia, improve lipolysis, and lowers lipid peroxidation, which further decreases the risk of CVD. Further, the fibrinolytic activity of nattokinase present in Natto soup also paves the foundation for the possible cardioprotective role of fermented soy products. Considering the immense beneficial effects of different fermented soy products, the present review contextualizes their significance with respect to their anti-obesity, anti-diabetic and cardioprotective roles.


Cardiovascular Diseases , Diabetes Mellitus , Fermented Foods , Isoflavones , Soy Foods , Cardiovascular Diseases/prevention & control , Isoflavones/pharmacology , Obesity/prevention & control , Diabetes Mellitus/prevention & control , Dietary Fiber , Fermentation
16.
Diabet Med ; 41(1): e15160, 2024 Jan.
Article En | MEDLINE | ID: mdl-37340570

AIMS: User involvement is pivotal for health development, but there are significant gaps in our understanding of the concept. The Copenhagen Diabetes Consensus on User Involvement in Diabetes Care, Prevention and Research (CODIAC) was established to address these gaps, share knowledge and develop best practices. METHODS: A literature review of user involvement was undertaken in diabetes care, prevention and research. Moreover, a Group Concept Mapping (GCM) survey synthesized the knowledge and opinions of researchers, healthcare professionals and people with diabetes and their carers to identify gaps between what is important for user involvement and what is being done in practice. Finally, a consensus conference discussed the main gaps in knowledge and practice while developing plans to address the shortcomings. RESULTS: The literature review demonstrated that user involvement is an effective strategy for diabetes care, prevention and research, given the right support and conditions, but gaps and key challenges regarding the value and impact of user involvement approaches were found. The GCM process identified 11 major gaps, where important issues were not being sufficiently practised. The conference considered these gaps and opportunities to develop new collaborative initiatives under eight overall themes. CONCLUSIONS: User involvement is effective and adds value to diabetes care, prevention and research when used under the right circumstances. CODIAC developed new learning about the way in which academic and research knowledge can be transferred to more practice-oriented knowledge and concrete collaborative initiatives. This approach may be a potential new framework for initiatives in which coherence of process can lead to coherent outputs.


Diabetes Mellitus , Health Personnel , Humans , Caregivers , Diabetes Mellitus/prevention & control , Consensus , Learning
17.
Article En | MEDLINE | ID: mdl-38082991

In recent years, the number of diabetic patients has been increasing rapidly all over the world. Diabetes cannot be completely cured once it develops, so it is important to prevent diabetes before it develops. To prevent the onset of diabetes, it is necessary to avoid prolonged hyperglycemia after meals. In this paper, we propose a self-management system to help users prevent diabetes. The system monitors blood glucose levels in real time, calculates foods to be reduced taking into account the user's preferences, and presents them to the user as soon as the system predicts that the planned diet will cause high blood glucose. We designed and conducted two experiments to show the effectiveness of the proposed system. Experiment 1 was to construct and evaluate a model for predicting blood glucose levels two hours later. Experiment 2 was to evaluate the degree of satisfaction with the food and recommendations, and the acceptability of the recommendations by participants who actually used the proposed system. The results of Experiment 1 showed that the constructed model was able to predict blood glucose levels with an RMSE of 7.66 and MAE of 4.66. As a result of Experiment 2, we found the recommended intake was more acceptable if it reflected the user's preferences.


Diabetes Mellitus , Hyperglycemia , Self-Management , Humans , Blood Glucose , Hyperglycemia/prevention & control , Diabetes Mellitus/prevention & control , Meals
19.
Int J Public Health ; 68: 1606634, 2023.
Article En | MEDLINE | ID: mdl-38144394

Objectives: We expressed the combined effect by the ratio of daily sleep time to daily work time. The aim of this study was to discussed the predictive ability of daily sleep hours/work hours (SH/WH) ratio for diabetes risk. Methods: Cox proportional hazards regression was used to calculate the hazard ratios (HRs) of new-onset diabetes. Restricted cubic spline analyses were performed to visualize the influence trend of SH/WH ratio and diabetes risk. Results: The RCS model revealed a non-linear and L-shaped correlation between SH/WH ratio and diabetes risk. Compared with the participates with SH/WH ratio <1, those with a ratio ≥1 had a lower risk of developing diabetes. The multivariable adjusted hazard ratios (HRs) with 95% confidence intervals (CIs) of new-onset diabetes in Q2, Q3, Q4 and Q5 groups compared with Q1 group were 0.82 (0.57, 1.19), 1.05 (0.69, 1.59), 0.57 (0.36, 0.91), 0.66 (0.42, 1.06). The Kaplan-Meier curve showed that Q4 group had lower cumulative incidence. Conclusion: Sleeping longer than working (SH/WH ratio ≥1) can reduce risk for developing diabetes. A minimal risk observed at 1.10-<1.37 (the fourth quintile) of SH/WH ratio.


Diabetes Mellitus , Humans , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control , Risk , Incidence , Sleep , Time Factors , Risk Factors
20.
Ann Glob Health ; 89(1): 89, 2023.
Article En | MEDLINE | ID: mdl-38107601

Background: Five million people die every year from non-communicable diseases (NCDs) globally. In Tanzania, more than two-thirds of deaths are NCD-related. The country is investing in preventive and advocacy activities as well as interventions to reduce the burden. Of particular interest, the Ministry of Health (MoH) commemorates NCDs' week using a multisectoral and multi-stakeholders' approach. This paper highlights activities conducted during NCDs week with the aim of sharing lessons for other countries with similar context and burdens. Methods: A thorough review of official reports and the national strategic plans for NCDs was done including the 2020 and 2021 National NCDs' week reports, the National Strategic Plan for NCDs 2015-2020, and the National NCDs agenda. Findings: NCDs week is commemorated annually throughout the country involving the five key activities. First, community awareness and participation are encouraged through media engagement and community-based preventive and advocacy activities. Second, physical activities and sports festivals are implemented with a focus on developing and renovating infrastructures for sports and recreation. Third, health education is provided in schools to promote healthy behaviors for secondary school adolescents in transition to adulthood. Fourth, health service provision and exhibitions are conducted involving screening for hypertension, diabetes, obesity, alcohol use, and physical activities. The targeted screening of NCDs identified 10% of individuals with at least one NCD in 2020. In 2021, a third of all screened individuals were newly diagnosed with hypertension, and 3% were found to have raised blood glucose levels. Fifth, the national NCDs scientific conferences conducted within the NCDs week provide an avenue for stakeholders to discuss scientific evidence related to NCDs and recommend strategies to mitigate NCDs burden. Conclusion: The initiation of NCDs week has been a cornerstone in advocating for NCDs control and prevention in the country. It has created awareness on NCDs, encourage healthy lifestyles and regular screening for NCDs. The multi-stakeholder and multi-sectoral approaches have made the implementation of the mentioned activities feasible and impactful. This has set an example for the united efforts toward NCD control and prevention at national, regional, and global platforms while considering contextual factors during adoption and implementation.


Diabetes Mellitus , Hypertension , Noncommunicable Diseases , Adolescent , Humans , Tanzania/epidemiology , Noncommunicable Diseases/epidemiology , Noncommunicable Diseases/prevention & control , Health Education , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control , Hypertension/epidemiology , Hypertension/prevention & control
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