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Wong WJ, Nguyen TV, Ahmad F, Vu HTT, Koh AS, Tan KM, Zhang Y, Harrison C, Woodward M, Nguyen TN. Hypertension in Adults With Diabetes in Southeast Asia: A Systematic Review. J Clin Hypertens (Greenwich) 2025; 27:e14936. [PMID: 39545715 PMCID: PMC11771803 DOI: 10.1111/jch.14936] [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: 09/02/2024] [Revised: 10/09/2024] [Accepted: 10/14/2024] [Indexed: 11/17/2024]
Abstract
Diabetes is one of the most pressing health issues in the Southeast Asian region, and hypertension has been commonly reported as a comorbidity in adults with diabetes. This systematic review aimed to synthesize evidence on the prevalence and management of hypertension in adults with diabetes in Southeast Asian countries. A literature search was conducted in Ovid MEDLINE and Embase Classic + Embase from database inception until March 15, 2024. Studies were included if (1) they were conducted in Southeast Asian countries, (2) the study populations were adults with diabetes, and (3) there was information related to hypertension or blood pressure (BP) in the study results. Of the 7486 abstracts found, 90 studies qualified for this review. Most studies reported a hypertension prevalence of 70% or higher (ranging from 29.4% to 93.4%). Despite this high prevalence, a substantial proportion of these populations did not receive adequate BP control, with most studies indicating a control rate of less than 40%. There was limited evidence on the prescription of antihypertensive therapies and medication adherence. There was a lack of studies from 4 of the 11 countries in the region. This review highlights that BP control in adults with diabetes remains a significant challenge in Southeast Asia. Given the ongoing epidemiological transition, and the increasing older population in this region who are likely to accumulate multiple chronic conditions complicating medication strategies, this review highlights the urgent need to improve BP management in those with diabetes.
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Affiliation(s)
- Wei Jin Wong
- Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
- School of PharmacyMonash University MalaysiaSelangorMalaysia
| | - Tan Van Nguyen
- Department of Geriatrics and GerontologyUniversity of Medicine and PharmacyHo Chi Minh CityVietnam
- Department of Interventional CardiologyThong Nhat HospitalHo Chi Minh CityVietnam
| | - Fahed Ahmad
- Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
| | - Huyen Thi Thanh Vu
- Department of GeriatricsHanoi Medical UniversityHanoiVietnam
- National Geriatric HospitalHanoiVietnam
| | - Angela S. Koh
- National Heart CentreSingaporeSingapore
- Duke‐National University of Singapore (NUS) Medical SchoolSingaporeSingapore
| | - Kit Mun Tan
- Faculty of MedicineUniversiti MalayaKuala LumpurMalaysia
| | - Ying Zhang
- Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
| | | | - Mark Woodward
- The George Institute for Global HealthUniversity of New South WalesSydneyNSWAustralia
- The George Institute for Global Health, School of Public HealthImperial College LondonLondonUK
| | - Tu Ngoc Nguyen
- Faculty of Medicine and HealthUniversity of SydneySydneyNSWAustralia
- The George Institute for Global HealthUniversity of New South WalesSydneyNSWAustralia
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Peerawaranun P, Pan-ngum W, Hantrakun V, Wild SH, Dunachie S, Chamnan P. Diabetes and risk of hospitalisation due to infection in northeastern Thailand: Retrospective cohort study using population-based healthcare service data. Diabet Med 2024; 41:e15378. [PMID: 38853385 PMCID: PMC7616445 DOI: 10.1111/dme.15378] [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: 01/05/2024] [Revised: 05/05/2024] [Accepted: 05/23/2024] [Indexed: 06/11/2024]
Abstract
BACKGROUND Population-based studies describing the association between diabetes and increased risk of infection have largely been based in high-income countries. There is limited information describing the burden of infectious disease attributable to diabetes in low and middle-income countries. This study aimed to describe the burden and risk of infectious disease hospitalisation in people with diabetes compared to those without diabetes in northeastern Thailand. METHODS In a retrospective cohort study using electronic health record data for 2012-2018 for 3.8 million people aged ≥20 years in northeastern Thailand, hospitalisation rates for any infectious diseases (ICD-10 codes A00-B99) were estimated and negative binomial regression used to estimate rate ratios (RR) for the association between diabetes and infectious disease hospitalisation adjusted for age, sex and area of residence. RESULTS In this study, 164,177 people had a diagnosis of diabetes mellitus at any point over the study period. Infectious disease hospitalisation rates per 1000 person-years (95%CI) were 71.8 (70.9, 72.8), 27.7 (27.1, 28.3) and 7.5 (7.5, 7.5) for people with prevalent diabetes, incident diabetes and those without diabetes respectively. Diabetes was associated with a 4.6-fold higher risk of infectious disease hospitalisation (RR (95% CI) 4.59 (4.52, 4.66)). RRs for infectious disease hospitalisation were 3.38 (3.29, 3.47) for people with diabetes managed by lifestyle alone and 5.29 (5.20, 5.39) for people receiving prescriptions for diabetes drugs. CONCLUSIONS In this Thai population, diabetes was associated with substantially increased risk of hospitalisation due to infectious diseases and people with diabetes who were on pharmacological treatment had a higher risk than those receiving lifestyle modification advice alone.
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Affiliation(s)
- Pimnara Peerawaranun
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Wirichada Pan-ngum
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand
| | - Viriya Hantrakun
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Sarah H. Wild
- Usher Institute, University of Edinburgh, Edinburgh, United Kingdom; United Kingdom
| | - Susanna Dunachie
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Oxford NIHR Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- NDM Centre For Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United Kingdom
| | - Parinya Chamnan
- Cardiometabolic Research Group, Department of Social Medicine, Sunprasitthiprasong Regional Hospital, Ubonratchathani, Thailand
- College of Medicine and Public Health, Ubonratchathani University, Ubonratchathani, Thailand
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Shahrestanaki E, Mohammadian Khonsari N, Seif E, Baygi F, Ejtahed HS, Sheidaei A, Djalalinia S, Magliano DJ, Qorbani M. The worldwide trend in diabetes awareness, treatment, and control from 1985 to 2022: a systematic review and meta-analysis of 233 population-representative studies. Front Public Health 2024; 12:1305304. [PMID: 38827607 PMCID: PMC11140097 DOI: 10.3389/fpubh.2024.1305304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 03/06/2024] [Indexed: 06/04/2024] Open
Abstract
Background With the rapid increase in the prevalence of DM, studies on the awareness, treatment, and control of this condition are essential. Therefore, this study aimed to review the literature and pool the awareness, treatment, and control of diabetes at the global, regional, and national levels. Methods In this systematic review and meta-analysis, several databases, including MEDLINE/PubMed, Institute of Scientific Information (ISI), Scopus, and Google Scholar, were searched using appropriate keywords up to June 2022. Observational studies investigating the awareness, treatment, and control of glucose levels among diabetic individuals were included. Awareness, treatment, and control were defined as the proportion of participants who were aware of their diabetes condition, treated pharmacologically, and achieved adequate glucose control, respectively. Two investigators independently conducted the study selection, data extraction, and quality assessment. Heterogeneity among studies was calculated using Chi-square, and a random-effect meta-analysis was used to pool the rates. Results A total of 233 studies published between 1985 and 2022 met the inclusion criteria. The included studies had a combined population of 12,537,968. The pooled awareness of DM was 60% (95%CI: 56-63) and ranged from 41% (25-57) in low-income countries to 68% (64-72) in high-income countries, with no significant trend observed over the assessed periods at the global level. The pooled treatment of DM globally was 45% (42-48) and varied from 37% (31-43) in lower-middle-income countries to 53% (47-59) in high-income countries, showing variation over the examined time period. Before 2000, the proportion of adequate DM control was 16% (12-20), which significantly improved and reached 22% (19-25) after 2010. The pooled awareness, treatment, and control of DM were higher in females, high-income countries, and urban areas compared to males, upper and lower-middle-income countries, and rural areas, respectively. The older adults population had higher awareness and treatment rates than the adult population, but their DM control did not differ significantly. Conclusion Despite the high level of awareness and treatment among the diabetic population, treatment success (control) is considerably low, particularly in low-income countries and rural areas. It is crucial to improve awareness, treatment, and control by strengthening the primary care system in all countries.
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Affiliation(s)
- Ehsan Shahrestanaki
- Non-communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran
- Department of Epidemiology, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | | | - Ehsan Seif
- Non-communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran
| | - Fereshteh Baygi
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Hanieh-Sadat Ejtahed
- Obesity and Eating Habits Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Sheidaei
- Department of Epidemiology and Biostatistics, Tehran University of Medical Sciences, Tehran, Iran
| | - Shirin Djalalinia
- Deputy of Research & Technology, Ministry of Health & Medical Education, Tehran, Iran
| | - Dianna J. Magliano
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Mostafa Qorbani
- Non-communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran
- Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
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Chailurkit LO, Thongmung N, Vathesatogkit P, Sritara P, Ongphiphadhanakul B. Longitudinal study of vitamin D status among Thai individuals in a sun-abundant country. PUBLIC HEALTH IN PRACTICE 2023; 6:100439. [PMID: 38028260 PMCID: PMC10656256 DOI: 10.1016/j.puhip.2023.100439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 10/18/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023] Open
Abstract
Background Vitamin D deficiency is a major public health problem worldwide, even in countries with abundant sunshine. Understanding the risk factors for vitamin D deficiency is important to inform public health recommendations. We conducted a longitudinal analysis of vitamin D status in Thai individuals to assess changes in vitamin D status over time and identify potential determinants. Study design This study is a long term prospective cohort study. Methods Of the 1239 participants who were employees of the Electricity Generating Authority of Thailand, serum 25-hydroxyvitamin D (25(OH)D) levels were measured by liquid chromatography/tandem mass spectrometry from samples collected in 2009 and 2019. Results There was a significant 14.8% increase in serum total 25(OH)D (P < 0.001) from 2009 to 2019, which resulted from significant increases in both 25(OH)D3 and 25(OH)D2. The epimeric form of 25(OH)D2 also increased significantly, while there was no increase in the epimeric form of 25(OH)D3. A univariate analysis showed significant associations between increased total 25(OH)D and increasing age, male sex, and lower body mass index. After controlling for baseline vitamin D status, multivariate regression analyses found that the direction of association and significance from univariate analyses persisted for total 25(OH)D and 25(OH)D3. However, a univariate association found between female sex and an increase in 25(OH)D2 was not significant in multivariate regression analysis. Conclusions A long-term trend of improved vitamin D status was found among Thai adult individuals over a 10-year period; however, improvements were less noticeable in women.
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Affiliation(s)
- La-or Chailurkit
- Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nisakron Thongmung
- Research Center, Academic Affairs and Innovations, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Prin Vathesatogkit
- Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Piyamitr Sritara
- Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Boonsong Ongphiphadhanakul
- Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Puangpet T, Pongkunakorn T, Chulkarat N, Bunlangjit C, Surawit A, Pinsawas B, Mongkolsucharitkul P, Mayurasakorn K. Control and complications of diabetes in urban primary care units in Thailand: a cross-sectional study. BMC PRIMARY CARE 2022; 23:212. [PMID: 35996081 PMCID: PMC9396826 DOI: 10.1186/s12875-022-01823-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 08/10/2022] [Indexed: 11/10/2022]
Abstract
Abstract
Background
Primary health care system plays a central role in caring for persons with diabetes. Thai National Health Examination Survey (NHES) reports that only 40% of patients with type 2 diabetes mellitus (T2DM) achieve optimal glycemic control. We sought to evaluate the quality of diabetic care (QOC), prevalence of microvascular complications, and associated risk factors among T2DM patients treated at primary care units in urban areas in Thailand.
Methods
A population-based, cross-sectional study of 488 T2DM patients aged over 35 years from 25 primary care units in Samutsakhon, Thailand was conducted during February 2018 to March 2019. Clinical targets of care (TOC) and processes of care (POC) were measured to evaluate QOC. Multivariate logistic regression models were applied to explore the association between risk factors and glycemic control.
Results
41.2% of women and 44.4% of men achieved hemoglobin A1C (A1C) < 53 mmol/mol, while 31.3% of women and 29.7% of men had poor glycemic control (A1C > 63 mmol/mol). 39 participants (8%) achieved all TOC and 318 participants (65.2%) achieved all POC. Significant risk factors for poor glycemic control included diabetes duration > 6 years (AOR = 1.83, 95% CI = 1.20–2.79), being overweight (AOR = 2.54, 95% CI = 1.58–4.08), obesity (AOR = 1.71, 95% CI = 1.05–2.89), triglycerides > 1.7 mmol/l (AOR = 1.81, 95% CI = 1.25–2.78), low density lipoprotein-cholesterol (LDL-C) ≥ 2.6 mmol/l (AOR = 1.55, 95% CI = 1.04–2.28). On the other hand, participants aged > 65 years (AOR = 0.25, 95% CI = 0.14–0.55) or achieved TOC indicators (AOR = 0.69, 95% CI = 0.43–0.89) were significantly associated with glycemic control. Diabetic retinopathy was significantly related to obesity (AOR = 2.21, 95% CI = 1.00–4.86), over waist circumference (AOR = 2.23, 95% CI = 0.77–2.31), and diastolic blood pressure > 90 mmHg (AOR = 1.81, 95% CI = 1.48–1.96).
Conclusion
Access to essential diabetic screening in primary care units is crucial to determine status of disease control and guide disease management. Duration of T2DM, high body mass index, triglyceride and LDL-C were independently associated with poor glycemic control. Obesity was highly associated with diabetes retinopathy. Effort should be taken seriously toward monitoring these factors and providing effective care.
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Nontarak J, Geater AF, Assanangkornchai S, Aekplakorn W. Expected Years Of Life Lost Due To Alcohol Consumption In Thai Adults: A 16-Year Follow-Up Cohort Of National Health Examination Survey 2004-2019. Alcohol Alcohol 2021; 57:490-499. [PMID: 34871346 DOI: 10.1093/alcalc/agab075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 10/04/2021] [Accepted: 10/25/2021] [Indexed: 11/13/2022] Open
Abstract
AIMS Evidence of premature death attributable to alcohol, a modifiable risk factor, is crucial for guiding public health policy for alcohol control. The aim of this study was to estimate alcohol-related mortality and potential years of life lost (PYLL) in Thailand in 2004-2019. METHODS We analysed data of the third National Health Examination Survey in 2004 linked to National Death Registry data of 2004-2019. Causes of death were based on International Classification of Diseases version 10. PYLL was calculated by cause of death, age group and sex. All analyses were weighted to take into account the probabilities for the multi-stage sampling of the 2004 Thai population aged ≥15 years. RESULTS There were 10,704 deaths with a follow-up time of 507,771.7 person-years. The crude mortality rate of the initial sample was 868.6 per 100,000 population. The mortality rate attributable to alcohol was 18.6 per 100,000 population (30.7 per 100,000 population in males and 6.8 per 100,000 population in females). The top leading cause of alcohol-attributable deaths was unspecified liver diseases in both males and females (6.1 and 3.1 per 100,000 population, respectively). The total years of life lost (YLL) at baseline were 9.4 million years or 49.5 years per person on average, with significantly more years in males. Mortality rate and expected YLL were highest in ages of 30-44 years, followed by 15-29 years. CONCLUSION Males were 4-fold more likely to die from all alcohol-attributable causes compared with females. Young adults had a greater loss of life years than older adults.
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Affiliation(s)
- Jiraluck Nontarak
- Department of Epidemiology, Faculty of Public health, Mahidol University, Bangkok 10400, Thailand
| | - Alan Frederick Geater
- Department of Epidemiology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Sawitri Assanangkornchai
- Department of Epidemiology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine, Ramathibodi Hospital, Rama VI Rd., Ratchathewi, Bangkok 10400, Thailand
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Thinkhamrop K, Khuntikeo N, Laohasiriwong W, Chupanit P, Kelly M, Suwannatrai AT. Association of comorbidity between Opisthorchis viverrini infection and diabetes mellitus in the development of cholangiocarcinoma among a high-risk population, northeastern Thailand. PLoS Negl Trop Dis 2021; 15:e0009741. [PMID: 34543283 PMCID: PMC8452023 DOI: 10.1371/journal.pntd.0009741] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Accepted: 08/17/2021] [Indexed: 11/23/2022] Open
Abstract
Background Cholangiocarcinoma (CCA) is a category of lethal hepatobiliary malignancies. Previous studies have found that Opisthorchis viverrini infection and diabetes mellitus (DM) are closely correlated with CCA. However, few studies have discussed the association of CCA with a combination of both O. viverrini infection and DM. This study aimed to assess the correlation of CCA with various combinations of O. viverrini infection and DM among a high-risk population in northeastern Thailand. Methodology This study included participants from 20 provinces in northeastern Thailand who had been screened for CCA in the Cholangiocarcinoma Screening and Care Program (CASCAP) between 2013 and 2019. Histories of O. viverrini infection and DM diagnosis were obtained using a health questionnaire. CCA screening used ultrasonography with a definitive diagnosis based on histopathology. Multilevel mixed-effects logistic regression was performed to quantify the association, which is presented as adjusted odds ratios (aOR) and their 95% confidence intervals (CI). Principal findings Overall, 263,776 participants were included, of whom 32.4% were infected with O. viverrini, 8.2% were diagnosed with DM, and 2.9% had a history of both O. viverrini infection and DM. The overall rate of CCA was 0.36%. Of those infected with O. viverrini, 0.47% had CCA; among those with DM, 0.59% had CCA and among those infected with O. viverrini and had DM, 0.73% had CCA. Compared with participants who were not infected with O. viverrini and were non-DM, the aOR for those infected with O. viverrini and with DM was 2.36 (95% CI: 1.74–3.21; p-value <0.001). Conclusions The combination of O. viverrini infection and DM was highly associated with CCA, and these two conditions had a combined effect on this association that was greater than that of either alone. These findings suggest that CCA screening should have a strong focus on people with a combination of O. viverrini infection and DM. Northeastern Thailand has a high prevalence of liver fluke infection and increasing incidence of diabetes mellitus. These two conditions are individually risk factors for cholangiocarcinoma in at-risk populations. This study used data from the Cholangiocarcinoma Screening and Care Program to assess association of cholangiocarcinoma (CCA) with combinations of O. viverrini infection history and diabetes mellitus diagnosis in the high-risk area of northeastern Thailand. We found that infection with O. viverrini and a diagnosis of diabetes mellitus (DM) was highly associated with CCA. The risk of CCA in individuals with both of these conditions was higher than in individuals with only one of them.
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Affiliation(s)
- Kavin Thinkhamrop
- Cholangiocarcinoma Screening and Care Program (CASCAP), Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute (CARI), Khon Kaen, Thailand
- Data Management and Statistical Analysis Center (DAMASAC), Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
- Health and Epidemiology Geoinformatics Research (HEGER), Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
| | - Narong Khuntikeo
- Cholangiocarcinoma Screening and Care Program (CASCAP), Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute (CARI), Khon Kaen, Thailand
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Wongsa Laohasiriwong
- Department of Public Health Administration, Health Promotion, and Nutrition, Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
| | - Pornpimon Chupanit
- Department of Public Health Administration, Health Promotion, and Nutrition, Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
| | - Matthew Kelly
- Department of Global Health, Research School of Population Health, Australian National University, Canberra, Australia
| | - Apiporn T. Suwannatrai
- Cholangiocarcinoma Screening and Care Program (CASCAP), Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute (CARI), Khon Kaen, Thailand
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- * E-mail:
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Chupeerach C, Aursalung A, Watcharachaisoponsiri T, Whanmek K, Thiyajai P, Yosphan K, Sritalahareuthai V, Sahasakul Y, Santivarangkna C, Suttisansanee U. The Effect of Steaming and Fermentation on Nutritive Values, Antioxidant Activities, and Inhibitory Properties of Tea Leaves. Foods 2021; 10:117. [PMID: 33429899 PMCID: PMC7827290 DOI: 10.3390/foods10010117] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 12/30/2020] [Accepted: 01/02/2021] [Indexed: 01/08/2023] Open
Abstract
Fermented tea (Cha-miang in Thai) is a local product made by traditional food preservation processes in Northern Thailand that involve steaming fresh tea leaves followed by fermenting in the dark. Information on changes in nutritive values, bioactive compounds, antioxidant activities, and health properties that occur during the steaming and fermenting processes of tea leaves is, however, limited. Changes in nutritive values, phenolics, antioxidant activities, and in vitro health properties through inhibition of key enzymes that control obesity (lipase), diabetes (α-amylase and α-glucosidase), hypertension (angiotensin-converting enzyme (ACE)), and Alzheimer's disease (cholinesterases (ChEs) and β-secretase (BACE-1)) of fermented tea were compared to the corresponding fresh and steamed tea leaves. Results showed that energy, carbohydrate, and vitamin B1 increased after steaming, while most nutrients including protein, dietary fiber, vitamins (B2, B3, and C), and minerals (Na, K, Ca, Mg, Fe, and Zn) decreased after the steaming process. After fermentation, energy, fat, sodium, potassium, and iron contents increased, while calcium and vitamins (B1, B2, B3, and C) decreased compared to steamed tea leaves. However, the contents of vitamin B1 and iron were insignificantly different between fresh and fermented tea leaves. Five flavonoids (quercetin, kaempferol, cyanidin, myricetin, and apigenin) and three phenolic acids (gallic acid, caffeic acid, and p-coumaric acid) were identified in the tea samples. Total phenolic content (TPC) and antioxidant activities increased significantly after steaming and fermentation, suggesting structural changes in bioactive compounds during these processes. Steamed tea exhibited high inhibition against lipase, α-amylase, and α-glucosidase, while fermented tea possessed high anti-ChE and anti-ACE activities. Fresh tea exhibited high BACE-1 inhibitory activity. Results suggest that tea preparations (steaming and fermentation) play a significant role in the amounts of nutrients and bioactive compounds, which, in turn, affect the in vitro health properties. Knowledge gained from this research will support future investigations on in vivo health properties of fermented tea, as well as promote future food development of fermented tea as a healthy food.
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Affiliation(s)
- Chaowanee Chupeerach
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
- Food and Nutrition Academic and Research Cluster, Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
| | - Amornrat Aursalung
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
| | - Thareerat Watcharachaisoponsiri
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
| | - Kanyawee Whanmek
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
| | - Parunya Thiyajai
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
| | - Kachakot Yosphan
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
| | - Varittha Sritalahareuthai
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
| | - Yuraporn Sahasakul
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
- Food and Nutrition Academic and Research Cluster, Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
| | - Chalat Santivarangkna
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
- Food and Nutrition Academic and Research Cluster, Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
| | - Uthaiwan Suttisansanee
- Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand; (C.C.); (A.A.); (T.W.); (K.W.); (P.T.); (K.Y.); (V.S.); (Y.S.); (C.S.)
- Food and Nutrition Academic and Research Cluster, Institute of Nutrition, Mahidol University, Salaya, Phuttamonthon, Nakhon Pathom 73170, Thailand
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9
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Innovative tool for health promotion for at-risk Thai people with hypertension. J Public Health (Oxf) 2020. [DOI: 10.1007/s10389-019-01028-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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10
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Wichukchinda N, Pakdee J, Kunhapan P, Imunchot W, Toyo-oka L, Tokunaga K, Mahasirimongkol S. Haplotype-specific PCR for NAT2 diplotyping. Hum Genome Var 2020; 7:13. [PMID: 32411379 PMCID: PMC7214404 DOI: 10.1038/s41439-020-0101-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 04/01/2020] [Indexed: 12/26/2022] Open
Abstract
N-acetyltransferase 2 (NAT2) is an enzyme that acetylates many kinds of drugs, including the antituberculosis drug isoniazid. The NAT2 gene is highly diverse across populations. An individual can be classified as having a slow acetylator (SA), an intermediate acetylator (IA), or a rapid acetylator (RA) phenotype based on its two haplotypes (diplotype) of NAT2. SA individuals are at a higher risk for isoniazid-induced hepatitis, while the RA phenotype contributes to failure in tuberculosis treatment. Being able to predict individual NAT2 phenotypes is important for dose adjustment of isoniazid. NAT2 haplotypes are commonly determined via an indirect method of statistical haplotype inference from SNP genotyping. Here, we report a direct NAT2 haplotyping method using haplotype-specific PCR (HS-PCR) for the 6 most commonly found NAT2 haplotypes: NAT2*4, NAT2*5B, NAT2*6A, NAT2*7B, NAT2*12A, and NAT2*13A. Validation of this HS-PCR method via comparison with a sequencing method in 650 Thai DNA samples (107 RA, 279 IA, and 264 SA samples) showed a concordance rate for diplotype calls of 99.23% (645/650 samples). The discordant results in 5 samples were due to 3 rare NAT2 haplotypes: NAT*5C (n = 3), NAT2*7C (n = 1), and NAT2*11A (n = 1). This novel HS-PCR method allows direct NAT2 diplotyping, enabling the implementation of NAT2 acetylator phenotypes in clinical pharmacogenetic testing.
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Affiliation(s)
| | - Jirapa Pakdee
- Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand
| | - Punna Kunhapan
- Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand
| | - Wimala Imunchot
- Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand
| | - Licht Toyo-oka
- Department of Human Genetics, Graduates School of Medicine, The University of Tokyo, Tokyo, Japan
- Present Address: National Bioscience Database Center, Japan Science and Technology Agency, Tokyo, Japan
| | - Katsushi Tokunaga
- Department of Human Genetics, Graduates School of Medicine, The University of Tokyo, Tokyo, Japan
- Present Address: Genome Medical Science Project, National Center for Global Health and Medicine, Tokyo, Japan
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Li HF, Cai L, Golden AR. Short-Term Trends in Economic Burden and Catastrophic Costs of Type 2 Diabetes Mellitus in Rural Southwest China. J Diabetes Res 2019; 2019:9626413. [PMID: 31467930 PMCID: PMC6701269 DOI: 10.1155/2019/9626413] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 07/02/2019] [Accepted: 07/22/2019] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVES This study is aimed at gaining insights on the changing prevalence, economic burden, and catastrophic costs of diabetes in rural southwest China. MATERIALS AND METHODS Data were collected from two cross-sectional health interviews and examination surveys among individuals aged ≥ 35 years in rural Yunnan Province. A prevalence-based cost-of-illness method was used to estimate the cost of diabetes. Information about the participants' demographic characteristics and economic consequences of diabetes was obtained using a standard questionnaire. Fasting blood sugar levels were recorded for each study participant. RESULTS During the study period, the overall prevalence of diabetes increased from 7.7% to 9.5% (P < 0.01) and the economic cost of diabetes increased 1.52-fold. The largest increases were observed in hospital costs (1.77-fold increase), while unit medication costs fell by 18.6%. Both in 2009 and in 2016, males had higher overall direct and indirect costs of diabetes than females (P < 0.05). Direct costs represented the largest component of economic cost of diabetes while hospital costs were the main drivers of direct medical expenditures, accounting for 66.2% of the total direct costs in 2009 and 75.9% in 2016. The incidence of household catastrophic health payment and household impoverishment due to diabetes was 24.0% and 17.9% in 2009 and 23.6% and 17.6% in 2016, respectively. These rates did not differ between the two survey years (P > 0.05). CONCLUSIONS The prevalence and economic burden of diabetes increased substantially from 2009 to 2016 in rural southwest China. The findings underscore an urgent need for the government to invest more financial resources in the prevention of diabetes and improvement of access to affordable medication in rural southwest China.
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Affiliation(s)
- Hui-fang Li
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming 650500, China
- The First Affiliated Hospital of Kunming Medical University, Renmin Western Road, Kunming, China
| | - Le Cai
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming 650500, China
| | - Allison Rabkin Golden
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming 650500, China
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12
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Latt TS, Zaw KK, Ko K, Hlaing MM, Ohnmar M, Oo ES, Thein KMM, Yuasa M. Measurement of diabetes, prediabetes and their associated risk factors in Myanmar 2014. Diabetes Metab Syndr Obes 2019; 12:291-298. [PMID: 30881072 PMCID: PMC6407671 DOI: 10.2147/dmso.s156270] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Myanmar, a low-income Southeast Asia country with an estimated population of 53.9 million, is currently facing an increasing burden of noncommunicable diseases. Research that systematically measures and reports the national prevalence of diabetes and prediabetes within Myanmar represents a gap in the literature. This study, a national survey, was conducted with the objectives of 1) measuring diabetic population, 2) measuring the prediabetic population, and 3) finding out the risk factors leading to diabetes and prediabetes in Myanmar. METHOD Multistage sampling was applied in proportional cluster approach to recruit a nationally representative sample of 8,575 participants from 52 townships selected to represent 332 townships across the country. The Ethical Committee of the Department of Medical Research (Lower Myanmar) approved the current study. Fasting plasma glucose and the level of glucose 2 hours after 75 g glucose load were applied, to screen for diabetes and prediabetes. Interviewer-administered questionnaires were carried out to investigate demographic and lifestyle behaviors. Stadiometer, weighing scale, measuring tape, and Omron blood pressure monitor measuring devices were used for the anthropometric measurements. Survey data analysis used STATA version 13 and application of descriptive statistics with multinomial logistic regression. RESULT Prevalence of diabetes in Myanmar was 10.8%: 11.5% in males and 9.2% in females. Overall prevalence of prediabetes was 19.7%: 16.5% in males and 23% in females. Increasing age, urban residence, big waist circumference, and high triglyceride level were significant factors associated with diabetes and prediabetes. Many people with diabetes were found to lack knowledge and awareness of diabetes. CONCLUSION Diabetes prevalence in Myanmar is high, and relatively higher than that reported in many Association of Southeast Asian Nations countries. The study findings call for urgent nationwide public health action in Myanmar such as screening people at risk of diabetes and prevention of the disease. The findings can also assist the health authority in Myanmar with the preparation and allocation of resources for diabetes prevention.
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Affiliation(s)
- Tint-Swe Latt
- Myanmar Diabetes Association, Yangon, Myanmar,
- Department of Public Health, Juntendo University, Graduate School of Medicine, Tokyo, Japan,
| | - Ko-Ko Zaw
- Department of Medical Research, Ministry of Health and Sports, Naypyidaw, Myanmar
| | - Ko Ko
- University of Medicine 2, Yangon, Myanmar
| | - Moh-Moh Hlaing
- Department of Medical Research, Ministry of Health and Sports, Naypyidaw, Myanmar
| | - Mya Ohnmar
- Department of Medical Research, Ministry of Health and Sports, Naypyidaw, Myanmar
| | | | - Kyaw-Myint-Myat Thein
- Diabetes Project, Department of Health, Ministry of Health and Sports, Naypyidaw, Myanmar
| | - Motoyuki Yuasa
- Department of Public Health, Juntendo University, Graduate School of Medicine, Tokyo, Japan,
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13
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Sranacharoenpong K, Praditsorn P, Churak P. Developing a diabetes prevention education program for community health care workers in Thailand: translation of the knowledge to at-risk people. J Public Health (Oxf) 2018. [DOI: 10.1007/s10389-018-0897-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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14
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Chupanit P, Muktabhant B, Schelp FP. Dietary patterns and their association with the components of metabolic syndrome: A cross-sectional study of adults from northeast Thailand. F1000Res 2018; 7:905. [PMID: 31069049 PMCID: PMC6480943 DOI: 10.12688/f1000research.15075.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/14/2018] [Indexed: 10/12/2023] Open
Abstract
Background: Nutritional transition influences a shift in eating behaviour that is associated with a rise in the prevalence of non-communicable diseases (NCDs). Metabolic syndrome (MetS) comprises a set of NCD risk factors. This study aimed to investigate dietary patterns and to determine the relationship between dietary patterns and MetS and its components. Methods: A cross-sectional study was conducted among 468 healthy adults aged 35-60 years who were residents of a semi-urban district of one of the central provinces in the northeast of Thailand. A factor analysis identified dietary patterns based on the consumption of 21 food groups, which were assessed by using a semi-quantitative food frequency questionnaire. MetS was identified by using the harmonized criteria that were stipulated by six leading international organisations. The association between dietary patterns and MetS and its components were evaluated by multiple logistic regressions. The confounding factors adjusted in the model were age, sex, smoking status, physical activity, and medication intake. Results: Two dietary patterns were identified: a traditional pattern characterised by high intakes of sticky rice and animal source foods; a mixed pattern included high intakes of white rice and a variety of food groups. The two dietary patterns did not show any association with MetS. Participants in the highest tertile of the traditional pattern was significantly related to high triglycerides (adjusted OR = 1.74, 95% CI: 1.10-2.88), in comparison to those from the lowest tertile, whereas participants in the highest tertile of the mixed pattern was inversely associated with abdominal obesity (adjusted OR= 0.49, 95% CI: 0.30-0.81) than those in the lowest tertile. Conclusions: Adherence to a traditional dietary pattern among the northeast Thai adults, in the context of nutrition transition, was associated with high triglyceride levels while the mixed dietary pattern was inversely related to abdominal obesity.
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Affiliation(s)
- Pornpimon Chupanit
- Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
- Research Group on Prevention and Control of Diabetes Mellitus in the Northeast of Thailand, Khon Kaen University, Khon Kaen, Thailand
| | - Benja Muktabhant
- Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
- Research Group on Prevention and Control of Diabetes Mellitus in the Northeast of Thailand, Khon Kaen University, Khon Kaen, Thailand
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15
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Chupanit P, Muktabhant B, Schelp FP. Dietary patterns and their association with the components of metabolic syndrome: A cross-sectional study of adults from northeast Thailand. F1000Res 2018; 7:905. [PMID: 31069049 PMCID: PMC6480943 DOI: 10.12688/f1000research.15075.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/07/2019] [Indexed: 01/18/2023] Open
Abstract
Background: Nutritional transition influences a shift in eating behaviour that is associated with a rise in the prevalence of non-communicable diseases (NCDs). Metabolic syndrome (MetS) comprises a set of NCD risk factors. This study aimed to investigate dietary patterns and to determine the relationship between dietary patterns and MetS and its components. Methods: An analytical cross-sectional study was conducted among 468 adults aged 35-60 years who were residents of a semi-urban district of one of the central provinces in the northeast of Thailand. A factor analysis identified dietary patterns based on the consumption of 21 food groups, which were assessed by using a semi-quantitative food frequency questionnaire. MetS was identified by using the harmonized criteria that were stipulated by six leading international organisations. The association between dietary patterns and MetS and its components were evaluated by multiple logistic regressions. The confounding factors adjusted in the model were age, sex, smoking status, physical activity, and medication intake. Results: Two dietary patterns were identified: a traditional pattern characterised by high intakes of sticky rice and animal source foods; a mixed pattern included high intakes of white rice and a variety of food groups. The two dietary patterns did not show any association with MetS. Participants in the highest tertile of the traditional pattern was significantly related to high triglycerides (adjusted OR = 1.74, 95% CI: 1.10-2.88), in comparison to those from the lowest tertile, whereas participants in the highest tertile of the mixed pattern was inversely associated with abdominal obesity (adjusted OR= 0.49, 95% CI: 0.30-0.81) than those in the lowest tertile. Conclusions: Adherence to a traditional dietary pattern among the northeast Thai adults, in the context of nutrition transition, was associated with high triglyceride levels while the mixed dietary pattern was inversely related to abdominal obesity.
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Affiliation(s)
- Pornpimon Chupanit
- Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
- Research Group on Prevention and Control of Diabetes Mellitus in the Northeast of Thailand, Khon Kaen University, Khon Kaen, Thailand
| | - Benja Muktabhant
- Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand
- Research Group on Prevention and Control of Diabetes Mellitus in the Northeast of Thailand, Khon Kaen University, Khon Kaen, Thailand
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Chaidee A, Onsurathum S, Intuyod K, Pannangpetch P, Pongchaiyakul C, Pinlaor P, Pairojkul C, Ittiprasert W, Cochran CJ, Mann VH, Brindley PJ, Pinlaor S. Co-occurrence of opisthorchiasis and diabetes exacerbates morbidity of the hepatobiliary tract disease. PLoS Negl Trop Dis 2018; 12:e0006611. [PMID: 29953446 PMCID: PMC6040770 DOI: 10.1371/journal.pntd.0006611] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 07/11/2018] [Accepted: 06/13/2018] [Indexed: 12/31/2022] Open
Abstract
Complications arising from infection with the carcinogenic liver fluke Opisthorchis viverrini cause substantial morbidity and mortality in Thailand and adjacent lower Mekong countries. In parallel, the incidence rate of diabetes mellitus (DM) is increasing in this same region, and indeed worldwide. Many residents in opisthorchiasis-endemic regions also exhibit DM, but the hepatobiliary disease arising during the co-occurrence of these two conditions remains to be characterized. Here, the histopathological profile during co-occurrence of opisthorchiasis and DM was investigated in a rodent model of human opisthorchiasis in which diabetes was induced with streptozotocin. The effects of excretory/secretory products from the liver fluke, O. viverrini (OVES) on hepatocyte and cholangiocyte responses during hyperglycemic conditions also were monitored. Both the liver fluke-infected hamsters (OV group) and hamsters with DM lost weight compared to control hamsters. Weight loss was even more marked in the hamsters with both opisthorchiasis and DM (OD group). Hypertrophy of hepatocytes, altered biliary canaliculi, and biliary hyperplasia were more prominent in the OD group, compared with OV and DM groups. Profound oxidative DNA damage, evidenced by 8-oxo-2'-deoxyguanosine, proliferating cell nuclear antigen, and periductal fibrosis characterized the OD compared to OV and DM hamsters. Upregulation of expression of cytokines in response to infection and impairment of the pathway for insulin receptor substrate (IRS)/phosphatidylinositol-3-kinases (PI3K)/protein kinase B (AKT) signaling attended these changes. In vitro, OVES and glucose provoked time- and dose-dependent effects on the proliferation of both hepatocytes and cholangiocytes. In overview, the co-occurrence of opisthorchiasis and diabetes exacerbated pathophysiological damage to the hepatobiliary tract. We speculate that opisthorchiasis and diabetes together aggravate hepatobiliary pathogenesis through an IRS/PI3K/AKT-independent pathway.
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Affiliation(s)
- Apisit Chaidee
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Sudarat Onsurathum
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Kitti Intuyod
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | | | | | - Porntip Pinlaor
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Chawalit Pairojkul
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Wannaporn Ittiprasert
- Department of Microbiology, Immunology and Tropical Medicine, and Research Center for Neglected Diseases of Poverty, School of Medicine & Health Sciences, The George Washington University, Washington, D.C., United States of America
| | - Christina J. Cochran
- Department of Microbiology, Immunology and Tropical Medicine, and Research Center for Neglected Diseases of Poverty, School of Medicine & Health Sciences, The George Washington University, Washington, D.C., United States of America
| | - Victoria H. Mann
- Department of Microbiology, Immunology and Tropical Medicine, and Research Center for Neglected Diseases of Poverty, School of Medicine & Health Sciences, The George Washington University, Washington, D.C., United States of America
| | - Paul J. Brindley
- Department of Microbiology, Immunology and Tropical Medicine, and Research Center for Neglected Diseases of Poverty, School of Medicine & Health Sciences, The George Washington University, Washington, D.C., United States of America
| | - Somchai Pinlaor
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
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17
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Aekplakorn W, Chariyalertsak S, Kessomboon P, Assanangkornchai S, Taneepanichskul S, Putwatana P. Prevalence of Diabetes and Relationship with Socioeconomic Status in the Thai Population: National Health Examination Survey, 2004-2014. J Diabetes Res 2018; 2018:1654530. [PMID: 29687009 PMCID: PMC5852889 DOI: 10.1155/2018/1654530] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2017] [Accepted: 01/09/2018] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVE To determine the prevalence and trend of diabetes, related glycemic control, and influential socioeconomic (SES) factors in the Thai population aged ≥20 years during 2004-2014. METHODS Data from the Thai National Health Examination Survey 2004, 2009, and 2014 were used. Age-adjusted prevalence was calculated, and the associations of education levels with prevalence of diabetes and glycemic control were examined using logistic regression. RESULTS Age-adjusted prevalence of diabetes increased from 7.7% in 2004 to 7.8% in 2009 and 9.9% in 2014 (8.9% among men and 10.8% among women). Proportions of undiagnosed diabetes were slightly decreased but remained high in 2014 (51.2% for men and 41.3% for women). Diabetes prevalence was higher among those with primary education in both sexes; however, undiagnosed diabetes was higher among women with secondary and university educations. The percentages of those treated and controlled slightly improved among men (45.9%) but not among women (36.4%). Unmet glycemic control was also higher among women with secondary education levels and among men with university-level educations. CONCLUSIONS Epidemic diabetes continues to grow in the Thai population, particularly in individuals with lower educational attainment. Measures to detect new cases and strengthen glycemic control should be scaled up.
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Affiliation(s)
- Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine, Ramathibodi Hospital, Rama VI Rd., Ratchathewi, Bangkok, Thailand
| | | | | | | | | | - Panwadee Putwatana
- Ramathibodi School of Nursing, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Techatraisak K, Kongkaew T. The association of hyperuricemia and metabolic syndrome in Thai postmenopausal women. Climacteric 2017; 20:552-557. [DOI: 10.1080/13697137.2017.1369513] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- K. Techatraisak
- Gynecologic Endocrinology Unit, Department of Obstetrics and Gynecology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - T. Kongkaew
- Gynecologic Endocrinology Unit, Department of Obstetrics and Gynecology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
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Eknithiset R, Somrongthong R. Effectiveness of a diabetes mellitus pictorial diary handbook program for middle-aged and elderly type 2 diabetes mellitus patients: a quasi-experimental study at Taladnoi Primary Care Unit, Saraburi, Thailand. J Multidiscip Healthc 2017; 10:327-334. [PMID: 28860800 PMCID: PMC5571847 DOI: 10.2147/jmdh.s138815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
AIM The research question is "How does a diabetes mellitus (DM) pictorial diary handbook (PDHB) affect the knowledge, practice, and HbA1c among patients with DM type 2?" The aim of this study was to evaluate the effect of a PDHB program among middle-aged and elderly patients with DM type 2 in primary care units in Thailand. PATIENTS AND METHODS A quasi-experimental study design was applied. DM type 2 patients were recruited in the PDHB program by a simple random sampling method. The 3-month program consisted of a weekly health education structured for ~20 minutes, a 15-minute group activity training, a 10-minute individual record of participants' knowledge and practice regarding diet control, exercise, oral hypoglycemic drug taking, diet, self-care, alcohol consumption, smoking, weight management, and HbA1c, and a 15- to 30-minute home visit as well as the PDHB for recording self-care behavior daily. The control group received only the usual diabetes care. The primary expected outcomes were changes in HbA1c from the baseline data to 3 months after the program compared between the intervention and control groups. The secondary expected outcomes were compared within the intervention group. The third expected outcomes were changes in the mean score of knowledge and practice from baseline to 3 months after the program within and between the intervention and control groups. RESULTS Compared with the baseline data, there was no significant difference in HbA1c, knowledge, and practice mean score between the intervention and control groups. However, there was a significant difference in HbA1c, knowledge, and practice mean score in the intervention group after they received a 3-month PDHB program and within the intervention group (p-value =0.00). CONCLUSION The PDHB program was effective in lowering HbA1c while also improving the mean score of knowledge and practice among elderly patients with DM type 2. However, larger and longer trial studies will be needed to evaluate the sustainability of this program.
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Affiliation(s)
- Rapat Eknithiset
- College of Public Health Sciences, Chulalongkorn University, Pathumwan, Bangkok, Thailand
| | - Ratana Somrongthong
- College of Public Health Sciences, Chulalongkorn University, Pathumwan, Bangkok, Thailand
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Permsuwan U, Thavorn K, Dilokthornsakul P, Saokaew S, Chaiyakunapruk N. Cost-effectiveness of insulin detemir versus insulin glargine for Thai type 2 diabetes from a payer's perspective. J Med Econ 2017. [PMID: 28649943 DOI: 10.1080/13696998.2017.1347792] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
AIMS An economic evidence is a vital tool that can inform the decision to use costly insulin analogs. This study aimed to evaluate long-term cost-effectiveness of insulin detemir (IDet) compared with insulin glargine (IGlar) in type 2 diabetes (T2DM) from the Thai payer's perspective. METHODS Long-term costs and outcomes were projected using a validated IMS CORE Diabetes Model, version 8.5. Cohort characteristics, baseline risk factors, and costs of diabetes complications were derived from Thai data sources. Relative risk was derived from a systematic review and meta-analysis study. Costs and outcomes were discounted at 3% per annum. Incremental cost-effectiveness ratio (ICER) was presented in 2015 US Dollars (USD). A series of one-way and probabilistic sensitivity analyses were performed. RESULTS IDet yielded slightly greater quality-adjusted life years (QALYs) (8.921 vs 8.908), but incurred higher costs than IGlar (90,417.63 USD vs 66,674.03 USD), resulting in an ICER of ∼1.7 million USD per QALY. The findings were very sensitive to the cost of IDet. With a 34% reduction in the IDet cost, treatment with IDet would become cost-effective according to the Thai threshold of 4,434.59 USD per QALY. CONCLUSIONS Treatment with IDet in patients with T2DM who had uncontrolled blood glucose with oral anti-diabetic agents was not a cost-effective strategy compared with IGlar treatment in the Thai context. These findings could be generalized to other countries with a similar socioeconomics level and healthcare systems.
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Affiliation(s)
| | - Kednapa Thavorn
- b Ottawa Hospital Research Institute, The Ottawa Hospital , Ottawa , Ontario , Canada
- c School of Epidemiology, Public Health and Preventive Medicine, Faculty of Medicine , University of Ottawa , Ottawa , Ontario , Canada
- d Institute of Clinical and Evaluative Sciences (ICES@UOttawa) , Ottawa , Ontario , Canada
| | - Piyameth Dilokthornsakul
- e Center of Pharmaceutical Outcome Research (CPOR), Faculty of Pharmaceutical Sciences , Naresuan University , Phitsanulok , Thailand
| | - Surasak Saokaew
- f Center of Health Outcomes Research and Therapeutic Safety (COHORTS), School of Pharmaceutical Sciences , University of Phayao , Phayao , Thailand
- g School of Pharmacy , Monash University Malaysia , Malaysia
| | - Nathorn Chaiyakunapruk
- e Center of Pharmaceutical Outcome Research (CPOR), Faculty of Pharmaceutical Sciences , Naresuan University , Phitsanulok , Thailand
- g School of Pharmacy , Monash University Malaysia , Malaysia
- h School of Population Health , University of Queensland , Brisbane , Australia
- i Asian Centre for Evidence Synthesis in Population, Implementation and Clinical Outcomes (PICO), Health and Well-being Cluster , Global Asia in the 21st Century (GA21) Platform, Monash University , Malaysia, Bandar Sunway , Selangor , Malaysia
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Islam Saeed KM. Diabetes Mellitus Among Adults in Herat, Afghanistan: A Cross-Sectional Study. Cent Asian J Glob Health 2017; 6:271. [PMID: 29138737 PMCID: PMC5675391 DOI: 10.5195/cajgh.2017.271] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
INTRODUCTION Diabetes is reaching epidemic levels in Afghanistan. This study identifies the risk factors associated with diabetes in Herat City, Afghanistan, and explores the prevalence of previously undiagnosed diabetes. METHODS A cross-sectional study was conducted using multistage cluster sampling by adopting the World Health Organization's (WHO) STEPwise approach to Surveillance (STEPS). We enrolled 1129 participants aged 25-70 years between May and June of 2015 (47.4% males, 52.6% females). A structured questionnaire was used for data collection of demographic, socioeconomic, and behavioral factors. Investigators collected anthropometric measurements and blood samples from study participants. A multivariable logistic regression model was used to identify factors associated with diabetes prevalence. RESULTS We found that the prevalence of diabetes in Herat City was 9.9% (9.8% in males and 10.1% in females). Of the 1129 respondents, only 3.3% were previously diagnosed with diabetes or were under treatment, whereas 6.6% of respondents were previously undiagnosed. The multivariable analyses showed that age, frequency of rice consumption, type of cooking oil, and systolic blood pressure were associated with diabetes. CONCLUSIONS This is one of the first studies to discuss the high prevalence of undiagnosed diabetes in Herat, Afghanistan. This study found several modifiable factors that were associated with diabetes in Herat, Afghanistan. Future reduction of disease burden should focus on these factors in the development of the most optimal diabetes prevention programs.
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Affiliation(s)
- Khwaja Mir Islam Saeed
- Grant and Service Contract Management Unit, Ministry of Public Health, Kabul, Afghanistan
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Ho-Pham LT, Nguyen UDT, Tran TX, Nguyen TV. Discordance in the diagnosis of diabetes: Comparison between HbA1c and fasting plasma glucose. PLoS One 2017; 12:e0182192. [PMID: 28817663 PMCID: PMC5560685 DOI: 10.1371/journal.pone.0182192] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2017] [Accepted: 07/13/2017] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE HbA1c has been introduced as a complementary diagnostic test for diabetes, but its impact on disease prevalence is unknown. This study evaluated the concordance between HbA1c and fasting plasma glucose (FPG) in the diagnosis of diabetes in the general population. MATERIALS AND METHODS The study was designed as a population based investigation, with participants being sampled from the Ho Chi Minh City, Vietnam. Blood samples were collected after overnight fasting and analyzed within 4 hours after collection. HbA1c was measured with high pressure liquid chromatography (Arkray Adams, Japan). FPG was measured by the hexokinase method (Advia Autoanalyzer; Bayer Diagnostics, Germany). Diabetes was defined as HbA1c ≥ 6.5% or FPG ≥ 7.0 mmol/L. Prediabetes was classified as HbA1c between 5.7% and 6.4%. RESULTS The study included 3523 individuals (2356 women) aged 30 years and above. Based on the HbA1c test, the prevalence of diabetes and prediabetes was 9.7% (95%CI, 8.7-10.7%; n = 342) and 34.6% (33.0-36.2; n = 1219), respectively. Based on the FPG test, the prevalence of diabetes and prediabetes was 6.3% (95%CI, 5.5-7.2%; n = 223) and 12.1% (11.1-13.2; n = 427). Among the 427 individuals identified by FPG as "pre-diabetes", 28.6% were classified as diabetes by HbA1c test. The weighted kappa statistic of concordance between HbA1c and FPG was 0.55, with most of the discordance being in the prediabetes group. CONCLUSION These data indicate that there is a significant discordance in the diagnosis of diabetes between FPG and HbA1c measurements, and the discordance could have significant impact on clinical practice. FPG appears to underestimate the burden of undiagnosed diabetes.
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Affiliation(s)
- Lan T. Ho-Pham
- Bone and Muscle Research Group & Faculty of Applied Sciences, Ton Duc Thang University, Ho Chi Minh City, Vietnam
| | - Uyen D. T. Nguyen
- Department of Internal Medicine, Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Vietnam
| | - Truong X. Tran
- Department of Internal Medicine, Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Vietnam
| | - Tuan V. Nguyen
- Bone and Muscle Research Group & Faculty of Applied Sciences, Ton Duc Thang University, Ho Chi Minh City, Vietnam
- Garvan Institute of Medical Research, Sydney, Australia
- School of Public Health and Community Medicine, UNSW Australia, Sydney, Australia
- University of Technology Sydney (UTS), Sydney, New South Wales, Australia
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Suwannaphant K, Laohasiriwong W, Puttanapong N, Saengsuwan J, Phajan T. Association between Socioeconomic Status and Diabetes Mellitus: The National Socioeconomics Survey, 2010 and 2012. J Clin Diagn Res 2017; 11:LC18-LC22. [PMID: 28892937 DOI: 10.7860/jcdr/2017/28221.10286] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Accepted: 06/09/2017] [Indexed: 12/16/2022]
Abstract
INTRODUCTION The prevalence of Diabetes Mellitus (DM) is increasing, globally. However, studies on the association between Socioeconomic Status (SES) factors and DM have mostly been conducted in specific areas with rather small sample sizes or not with nationally representative samples. Their results have also been inconclusive regarding whether SES has any influence on DM or not. AIM To determine the association between SES and DM in Thailand. MATERIALS AND METHODS This study utilized the data from the National socioeconomics survey, a cross-sectional study conducted by the National Statistical Office (NSO) in 2010 and 2012. A total of 17,045 and 16,903 participants respectively who met the inclusion criteria were included in this study. The information was collected by face-to-face interview with structured questionnaires. Multilevel mixed-effects logistic regression analysis was performed to determine the potential socioeconomic factors associated with DM. RESULTS The prevalence of DM was 3.70% (95% CI: 3.36 to 4.05) and 8.11% (95%CI: 6.25 to 9.74) in 2010 and 2012 respectively and the prevalence of DM in 2012 was 1.36 times (95% CI: 1.25 to 1.48) when compared with 2010. The multilevel mixed-effects logistic regression observed that odds of having DM were significantly higher among those who aged 55-64 years old in 2010 and 65 years old or greater in 2012 (ORadj = 18.13; 95%CI: 9.11 to 36.08, ORadj 31.69; 95%CI: 20.78 to 48.33, respectively), females (ORadj = 2.09; 95%CI: 1.66 to 2.62, ORadj = 1.77; 95%CI: 1.54 to 2.05, respectively), and had lower education attainment (ORadj = 5.87; 95%CI: 4.70 to 7.33, ORadj= 1.22; 95%CI: 1.04 to 1.45, respectively) were also found to be associated with DM . CONCLUSION The study indicated that SES has been associated with DM. Those with female gender, old age and low educational attainment were vulnerable to DM.
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Affiliation(s)
| | - Wongsa Laohasiriwong
- Associate Professor, Department of Public Health, Enhancing Quality of Life for Working, Khon Kaen, Thailand
| | - Nattapong Puttanapong
- Assistant Professor, Department of Economics, Thammasat University, Bangkok, Thailand
| | | | - Teerasak Phajan
- Instructor, Department of Public Health, Sirindorn College of Public Health, Khon Kaen, Thailand
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West TE, Wikraiphat C, Tandhavanant S, Ariyaprasert P, Suntornsut P, Okamoto S, Mahavanakul W, Srisamang P, Phiphitaporn S, Anukunananchai J, Chetchotisakd P, Peacock SJ, Chantratita N. Patient Characteristics, Management, and Predictors of Outcome from Severe Community-Onset Staphylococcal Sepsis in Northeast Thailand: A Prospective Multicenter Study. Am J Trop Med Hyg 2017; 96:1042-1049. [PMID: 28167592 PMCID: PMC5417193 DOI: 10.4269/ajtmh.16-0606] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Staphylococcus aureus infection is a persistent threat in resource-restricted settings in southeast Asia but informative data about this disease remain limited. We analyzed characteristics, management, and predictors of outcome in severely septic patients with community-onset S. aureus infection in northeast Thailand. We performed a prospective, multicenter observational cohort study of community-onset S. aureus sepsis in four referral hospitals recruiting patients at least 14 years of age admitted between March 2010 and December 2013. One hundred and nineteen patients with severe staphylococcal sepsis were enrolled. Diabetes was the most common underlying condition. Methicillin-resistant infection was rare. Twenty-eight-day mortality was 20%. Ninety-two percent of patients received appropriate antibiotic therapy and 82% were administered intravenous fluids on the first hospital day, although only 14% were managed in an intensive care unit (ICU). On univariable analysis, clinical variables at enrollment significantly associated with death at 28 days were coagulopathy or respiratory failure. Plasma interleukin (IL)-8 concentration alone accurately predicted mortality (area under the receiver operating curve = 0.82, 95% confidence interval = 0.73–0.90). In multivariable analysis, addition of IL-8 concentration to a mortality prediction model containing clinical variables further improved the predictive ability of the model. We conclude that severe staphylococcal sepsis in northeast Thailand causes significant mortality. Diabetes is a common preexisting condition and most patients are managed outside the ICU even if they receive vasoactive/inotropic agents or mechanical ventilation. While clinical factors apparent on presentation including coagulopathy and respiratory failure predict death, plasma IL-8 improves this prediction.
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Affiliation(s)
- T Eoin West
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,International Respiratory and Severe Illness Center, University of Washington, Seattle, Washington.,Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Chanthiwa Wikraiphat
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Sarunporn Tandhavanant
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Pitchayanant Ariyaprasert
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Pornpan Suntornsut
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Shawna Okamoto
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, Washington
| | - Weera Mahavanakul
- Department of Medicine, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Pramot Srisamang
- Department of Pediatrics, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | | | | | | | - Sharon J Peacock
- London School of Hygiene and Tropical Medicine, London, United Kingdom.,Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Narisara Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
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Training Cambodian Village Health Support Guides in Diabetes Prevention: Effects on Guides' Knowledge and Teaching Activities Over 6 Months. Int J Behav Med 2016; 23:162-7. [PMID: 26438042 DOI: 10.1007/s12529-015-9515-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Type 2 diabetes is a pressing public health concern in Cambodia, a country with limited human resource capacity due to genocide. Cambodian village health support guides (Guides) promote health at the local level. PURPOSE This paper reports preliminary results of training Guides in diabetes prevention. METHOD The curriculum, called Eat, Walk, Sleep was delivered to Guides in Siem Reap province once over 3 h. Participants completed a pretest and posttest on diabetes knowledge. Guides were offered continuing education through Eat, Walk, Sleep resources and were encouraged to teach Eat, Walk, Sleep in their villages. For each of 6 months following their training, Guides completed a checklist regarding their activities. RESULTS One hundred eighty-five Guides attended one of ten trainings. Knowledge scores increased significantly from pretest to posttest. During 6 months of follow-up, n = 159 Guides (85 %) completed at least one monthly checklist. Guides reported high rates of uptake and delivery of the Eat, Walk, Sleep curriculum and moderate rates of continuing education about diabetes. CONCLUSION Diabetes prevention in Cambodia is nascent. Guides show excellent uptake and dissemination of the curriculum. Future research should examine effect of support for Guide activities and the effect of the curriculum on villager health behaviors, and ultimately, on rates of type 2 diabetes.
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Katulanda P, Hill NR, Stratton I, Sheriff R, De Silva SDN, Matthews DR. Development and validation of a Diabetes Risk Score for screening undiagnosed diabetes in Sri Lanka (SLDRISK). BMC Endocr Disord 2016; 16:42. [PMID: 27456082 PMCID: PMC4960842 DOI: 10.1186/s12902-016-0124-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2016] [Accepted: 07/15/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Screening for undiagnosed diabetes is not widely undertaken due to the high costs and invasiveness of blood sampling. Simple non-invasive tools to identify high risk individuals can facilitate screening. The main objectives of this study are to develop and validate a risk score for screening undiagnosed diabetes among Sri Lankan adults and to compare its performance with the Cambridge Risk Score (CRS), the Indian Diabetes Risk Score (IDRS) and three other Asian risk scores. METHODS Data were available from a representative sample of 4276 adults without diagnosed diabetes. In a jack-knife approach two thirds of the sample was used for the development of the risk score and the remainder for the validation. Age, waist circumference, BMI, hypertension, balanitis or vulvitis, family history of diabetes, gestational diabetes, physical activity and osmotic symptoms were significantly associated with undiagnosed diabetes (age most to osmotic symptoms least). Individual scores were generated for these factors using the beta coefficient values obtained in multiple logistic regression. A cut-off value of sum = 31 was determined by ROC curve analysis. RESULTS The area under the ROC curve of the risk score for prevalent diabetes was 0.78 (CI 0.73-0.82). In the sample 36.3 % were above the cut-off of 31. A risk score above 31 gave a sensitivity, specificity, positive predictive value and negative predictive value of 77.9, 65.6, 9.4 and 98.3 % respectively. For Sri Lankans the AUC for the CRS and IDRS were 0.72 and 0.66 repectively. CONCLUSIONS This simple non-invasive screening tool can identify 80 % of undiagnosed diabetes by selecting 40 % of Sri Lankan adults for confirmatory blood investigations.
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Affiliation(s)
- P. Katulanda
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
- Diabetes Research Unit, Department of Clinical Medicine, Faculty of Medicine, University of Colombo, Colombo 08, Sri Lanka
| | - N. R. Hill
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - I. Stratton
- Gloucestershire Hospitals NHS Foundation Trust, Gloucester, UK
| | - R. Sheriff
- Diabetes Research Unit, Department of Clinical Medicine, Faculty of Medicine, University of Colombo, Colombo 08, Sri Lanka
| | - S. D. N. De Silva
- Diabetes Research Unit, Department of Clinical Medicine, Faculty of Medicine, University of Colombo, Colombo 08, Sri Lanka
| | - D. R. Matthews
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
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Abstract
Like other countries in the Western Pacific region, Thailand is facing increasing numbers of patients with diabetes due to unhealthy diets, high obesity rates, and an aging society. Diabetes is a considerable burden for developing countries as it reduces quality of life, increases mortality, and drives up healthcare costs. The disease detection rate in Thailand has improved in recent years, but glycemic control remains suboptimal and significant numbers of patients suffer from complications. Universal healthcare coverage has increased access to care, but inequality exists between different health plans and non-medication diabetes supplies are not yet widely covered. Diabetes self-management education has not yet been standardized and a multidisciplinary team approach is not widely utilized. The Thai government recognizes the burden of diabetes and has launched nationwide programs of health promotion and disease prevention. In addition, local initiatives have targeted reductions in specific complications, including retinopathy and diabetic foot problems, which has resulted in better disease prevention and treatment. Along with strategic public health planning, increased collaboration between private and public sectors, enhanced professional training, increased use of technology and data management, and equitable distribution of care are all needed to improve outcomes of patients with diabetes in Thailand.
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Affiliation(s)
- Sirimon Reutrakul
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, 270 Rama VI Rd., Ratchathewi, Bangkok, 10400, Thailand.
| | - Chaicharn Deerochanawong
- Rajavithi Hospital, College of Medicine, Rangsit University, Ministry of Public Health, Bangkok, 10400, Thailand
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Sieng S, Thinkamrop B, Laohasiriwong W, Hurst C. Comparison of HbA1c, blood pressure, and cholesterol (ABC) control in type 2 diabetes attending general medical clinics and specialist diabetes clinics in Thailand. Diabetes Res Clin Pract 2015; 108:265-72. [PMID: 25737034 DOI: 10.1016/j.diabres.2015.02.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2014] [Revised: 11/04/2014] [Accepted: 02/06/2015] [Indexed: 11/21/2022]
Abstract
AIMS The aim of this study was to compare the achievement of clinical targets for patients with type 2 diabetes mellitus (T2DM) in general medical clinics (GMCs) and specialist diabetes clinics (SDCs) for different hospital types (regional, provincial and community) in Thailand. METHODS We used the medical records of patients (n=26,860) with T2DM from 595 hospitals (26 regional, 70 provincial and 499 community) across all 77 provinces in Thailand. Generalized linear mixed models were used to conduct multi-level modeling to evaluate the achievement of individual outcomes (A - glycated hemoglobin (HbA1c) <7.0% (53 mmol/mol), B - Blood Pressure (BP) <140/80 mmHg and C - LDL-Cholesterol <100mg/dL) and aggregated outcomes (AllABC - achieved all three of the targets, AnyABC - achieved at least one target, ABCcount - the number of targets achieved: 0, 1, 2 or 3). RESULTS Neither clinic types (SDCs or GMCs) were consistency superior across all hospital types. For regional hospitals, SDCs were associated with higher odds of achieving BP, AnyABC, and ABCcount (OR=1.55, 95%CI: 1.25-1.92, p<0.001; OR=1.35, 95%CI: 1.02-1.79; p=0.04; RR=1.10, 95%CI: 1.01-1.20, p=0.03, respectively). For provincial hospitals, SDCs exhibited higher achievement of BP and LDL-C (OR=1.52, 95%CI: 1.23-1.87, p<0.001; OR=1.28, 95%CI: 1.04-1.58, p=0.02, respectively). For community hospitals, however GMCs demonstrated higher achievement of BP and AnyABC (OR=0.81, 95%CI: 0.67-0.98, p=0.03; OR=0.74, 95%CI: 0.56-0.97, p=0.03, respectively). CONCLUSIONS In larger (regional and provincial) hospitals, SDCs outperform GMCs in several (but not all) clinical targets. In contrast, in community hospital, where most patients with T2DM are serviced, GMCs were shown to have superior performance.
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Affiliation(s)
- Sokha Sieng
- Faculty of Public Health, Khon Kaen University, Thailand; Ministry of Education, Youth and Sport, Cambodia
| | | | | | - Cameron Hurst
- Faculty of Public Health, Khon Kaen University, Thailand.
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Ureña-Bogarín EL, Martínez-Ramírez HR, Torres-Sánchez JR, Hernández-Herrera A, Cortés-Sanabria L, Cueto-Manzano AM. Prevalence of pre-diabetes in young Mexican adults in primary health care. Fam Pract 2015; 32:159-64. [PMID: 25199520 DOI: 10.1093/fampra/cmu047] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Pre-diabetes in young people is frequently unrecognized or not treated on time, with the consequent loss of opportunity for diabetes prevention. In Mexico, there is scarce information about the prevalence of pre-diabetes in young adults. OBJECTIVE To determine the prevalence and risk factors for pre-diabetes in young Mexican adults in primary health care. METHODS In a cross-sectional study, 288 subjects, aged 18-30 years, from a primary care unit were included. Pre-diabetes was diagnosed (according to the criteria of the American Diabetes Association) as impaired fasting glucose (8-12 hours fasting plasma glucose level: 100-125 mg/dl) or impaired glucose tolerance (140-199 mg/dl after a 2-hour oral glucose tolerance test). RESULTS Prevalence of pre-diabetes was 14.6% [95% confidence interval (CI): 10.7-19.2], whereas that of diabetes was 2.4% (95% CI: 1.0-4.9). A high proportion of patients had history of obesity, diabetes, hypertension and consumption of tobacco and alcohol. Pre-diabetic patients were older than normoglycaemics (pre-diabetic patients: 26±4 years versus normoglycaemic subjects: 24±3 years, P = 0.003) and had higher body mass index (BMI; pre-diabetic patients: 29.4±6.8 kg/m(2) versus normoglycaemic subjects: 26.8±5.8 kg/m(2); P = 0.009), particularly in the case of men (pre-diabetic men: 29.3±7.0 kg/m(2) versus normoglycaemic men: 26.4±5.1 kg/m(2); P = 0.03). Although waist circumference showed a trend to be higher among pre-diabetics, no significant differences were found according to gender (among males: pre-diabetics: 99.5±18.8 cm versus normoglycaemics: 93.3±14.4 cm, P = 0.09; among females: pre-diabetics: 91.5±13.8 cm versus normoglycaemics: 85.8±15.9 cm, P = 0.16). Only age and BMI were significantly associated with the presence of pre-diabetes. CONCLUSIONS Almost 15% of these young adults had pre-diabetes. Many modifiable and non-modifiable risk factors were present in these patients, but only age and a higher BMI were independent variables significantly associated with pre-diabetes. Timely interventions in primary health care are needed to prevent or delay the progression to diabetes.
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Affiliation(s)
- Enrique L Ureña-Bogarín
- Medical Research Unit in Renal Disease, Specialities Hospital, Mexican Institute of Social Security, Guadalajara, Jalisco, Mexico
| | - Héctor R Martínez-Ramírez
- Medical Research Unit in Renal Disease, Specialities Hospital, Mexican Institute of Social Security, Guadalajara, Jalisco, Mexico
| | - José R Torres-Sánchez
- Medical Research Unit in Renal Disease, Specialities Hospital, Mexican Institute of Social Security, Guadalajara, Jalisco, Mexico
| | - Aurora Hernández-Herrera
- Medical Research Unit in Renal Disease, Specialities Hospital, Mexican Institute of Social Security, Guadalajara, Jalisco, Mexico
| | - Laura Cortés-Sanabria
- Medical Research Unit in Renal Disease, Specialities Hospital, Mexican Institute of Social Security, Guadalajara, Jalisco, Mexico
| | - Alfonso M Cueto-Manzano
- Medical Research Unit in Renal Disease, Specialities Hospital, Mexican Institute of Social Security, Guadalajara, Jalisco, Mexico.
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Wagner J, Keuky L, Lampert R, Fraser-King L, Feinn R, Kuoch T, Scully M. Socioeconomic Status, Waist-to-Hip Ratio, and Short-Term Heart Rate Variability in Cambodians with Type 2 Diabetes. Int J Behav Med 2015; 22:786-91. [DOI: 10.1007/s12529-015-9468-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Aekplakorn W, Tantayotai V, Numsangkul S, Sripho W, Tatsato N, Burapasiriwat T, Pipatsart R, Sansom P, Luckanajantachote P, Chawarokorn P, Thanonghan A, Lakhamkaew W, Mungkung A, Boonkean R, Chantapoon C, Kungsri M, Luanseng K, Chaiyajit K. Detecting Prediabetes and Diabetes: Agreement between Fasting Plasma Glucose and Oral Glucose Tolerance Test in Thai Adults. J Diabetes Res 2015; 2015:396505. [PMID: 26347060 PMCID: PMC4543794 DOI: 10.1155/2015/396505] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Revised: 07/20/2015] [Accepted: 07/22/2015] [Indexed: 12/30/2022] Open
Abstract
AIM To evaluate an agreement in identifying dysglycemia between fasting plasma glucose (FPG) and the 2 hr postprandial glucose tolerance test (OGTT) in a population with high risk of diabetes. METHODS A total of 6,884 individuals aged 35-65 years recruited for a community-based diabetes prevention program were tested for prediabetes including impaired fasting glucose (IFG) or impaired glucose tolerance (IGT), and diabetes. The agreement was assessed by Kappa statistics. Logistic regression was used to examine factors associated with missed prediabetes and diabetes by FPG. RESULTS A total of 2671 (38.8%) individuals with prediabetes were identified. The prevalence of prediabetes identified by FPG and OGTT was 32.2% and 22.3%, respectively. The proportions of diabetes classified by OGTT were two times higher than those identified by FPG (11.0% versus 5.4%, resp.). The Kappa statistics for agreement of both tests was 0.55. Overall, FPG missed 46.3% of all prediabetes and 54.7% of all diabetes cases. Prediabetes was more likely to be missed by FPG among female, people aged <45 yrs, and those without family history of diabetes. CONCLUSION The detection of prediabetes and diabetes using FPG only may miss half of the cases. Benefit of adding OGTT to FPG in some specific groups should be confirmed.
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Affiliation(s)
- Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
- *Wichai Aekplakorn:
| | - Valla Tantayotai
- School of Nursing, Walailak University, Tha Sala, Nakhon Si Thammarat 80161, Thailand
| | | | - Wilarwan Sripho
- Nakhon Ratchasima City Municipality, Nakhon Ratchasima 30000, Thailand
| | - Nutchanat Tatsato
- Tha Sala Hospital, Tha Sala District, Nakhon Si Thammarat 80160, Thailand
| | | | - Rachada Pipatsart
- Buddhachinaraj Hospital, Muang District, Phitsanulok 65000, Thailand
| | - Premsuree Sansom
- Buddhachinaraj Hospital, Muang District, Phitsanulok 65000, Thailand
| | | | | | - Anek Thanonghan
- Thatphanom Crown Prince Hospital, Thatphanom District, Nakhon Phanom 48110, Thailand
| | - Watchira Lakhamkaew
- Thatphanom Crown Prince Hospital, Thatphanom District, Nakhon Phanom 48110, Thailand
| | | | - Rungnapa Boonkean
- Nonghualing Health Center, Pakplee District, Nakhon Nayok 26130, Thailand
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Muktabhant B, Sanchaisuriya P, Trakulwong M, Mingchai R, Schelp FP. A first-degree relative with diabetes mellitus is an important risk factor for rural Thai villagers to develop type 2 diabetes mellitus. Asia Pac J Public Health 2014; 27:385-93. [PMID: 25380670 DOI: 10.1177/1010539514555861] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The screening of 609 villagers in rural areas of northeastern Thailand resulted in the detection of 110 (18.1%) new cases of type 2 diabetes (T2DM). The diagnoses were made on the basis of a glycated hemoglobin (HbA1c) value ≤ 6.5%. Among all those screened, 243 (40%) reported having a father or mother with T2DM. Among the new cases, 66 (60%) reported a first-degree relative, predominantly their mothers, who had the disease. Together with age and the body mass index, a mother or father with DM was strong risk factor for the development of T2DM (adjusted odds ratio = 2.9, 95% confidence interval = 1.84-4.57) when compared with the absence of a first-degree relative with DM. It is concluded that family history of a first-degree relative is an important additional information that might improve the validity of the screening procedure.
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Affiliation(s)
| | | | | | - Rumpai Mingchai
- Na Klang Hospital, Na Klang, Nong Bua Lamphu Province, Thailand
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Angkurawaranon C, Jiraporncharoen W, Chenthanakij B, Doyle P, Nitsch D. Urbanization and non-communicable disease in Southeast Asia: a review of current evidence. Public Health 2014; 128:886-95. [DOI: 10.1016/j.puhe.2014.08.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Revised: 04/13/2014] [Accepted: 08/04/2014] [Indexed: 01/22/2023]
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Jeong JY, Kim JG, Kim BW, Moon SS, Kim HS, Park KG, Won KC, Lee HW, Yoon JS, Shon HS, Lee JH, Jung ED, Park MY, Chun BY, Kim KY, Hwang TY, Lee MY, Lee IK. Trend analysis of diabetic prevalence and incidence in a rural area of South Korea between 2003-2008. J Diabetes Investig 2014; 1:184-90. [PMID: 24843430 PMCID: PMC4020719 DOI: 10.1111/j.2040-1124.2010.00045.x] [Citation(s) in RCA: 3] [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] [Indexed: 01/14/2023] Open
Abstract
Aims/Introduction: This study determined the change in prevalence of diabetes and prediabetes over a period of 5 years in South Korea. The incidence of diabetes and prediabetes and risk factors associated with the development of diabetes were also investigated. Materials and Methods: The Dalseong population‐based cohort survey recruited 1806 subjects who were over 20‐years‐old in 2003. Five years later, 1287 of the original subjects were re‐evaluated and 187 new subjects were added to the study. All participants completed a questionnaire, were given a physical examination, and provided blood samples for analysis including 2 h oral glucose tolerances. Results: Age‐adjusted prevalence of diabetes rose from 6.7% in 2003 to 9.1% in 2008. The prevalence of prediabetes also increased from 18.5% in 2003 to 28.4% in 2008. The incidence rates of diabetes and prediabetes were 18.3 per 1000 person‐years and 55.4 per 1000 person‐years, respectively. The development of diabetes was associated with impaired fasting glucose (IFG) (odds ratio [OR] 5.661), impaired glucose tolerance (IGT) (OR: 6.013), age (OR 1.013), and waist‐to‐hip ratio (OR 1.513). After excluding the IFG and IGT, systolic blood pressure (OR 1.023), high‐sensitivity C‐reactive protein (hsCRP; OR 1.097), triglyceride (OR 1.002) and waist‐to‐hip ratio (OR 1.696) were statistically significant risk factors in a multivariate logistic regression analysis. Conclusions: A significant rise in the prevalence of diabetes and prediabetes was observed between 2003 and 2008. In addition, this study newly demonstrated that waist‐to‐hip ratio and hsCRP were associated with the development of diabetes after adjusting for several confounding factors. (J Diabetes Invest, doi: 10.1111/j.2040‐1124.2010.00045.x, 2010)
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Affiliation(s)
- Ji Yun Jeong
- Department of Internal Medicine, Kyungpook National University School of Medicine
| | - Jung-Guk Kim
- Department of Internal Medicine, Kyungpook National University School of Medicine
| | - Bo-Wan Kim
- Department of Internal Medicine, Kyungpook National University School of Medicine
| | - Seong Su Moon
- Department of Internal Medicine, Kyungpook National University School of Medicine
| | - Hye-Soon Kim
- Department of Internal Medicine, School of Medicine, Keimyung University
| | - Keun-Gyu Park
- Department of Internal Medicine, School of Medicine, Keimyung University
| | - Kyu Chang Won
- Department of Internal Medicine, College of Medicine, Yeungnam University
| | - Hyoung Woo Lee
- Department of Internal Medicine, College of Medicine, Yeungnam University
| | - Ji Sung Yoon
- Department of Internal Medicine, College of Medicine, Yeungnam University
| | - Ho-Sang Shon
- Department of Internal Medicine, School of Medicine, Catholic University of Daegu
| | - Ji Hyun Lee
- Department of Internal Medicine, School of Medicine, Catholic University of Daegu
| | - Eui-Dal Jung
- Department of Internal Medicine, School of Medicine, Catholic University of Daegu
| | | | - Byung-Yeol Chun
- Department of Preventive Medicine, Kyungpook National University School of Medicine
| | - Keon-Yeop Kim
- Department of Preventive Medicine, Kyungpook National University School of Medicine
| | - Tae-Yoon Hwang
- Department of Preventive Medicine and Public Health, College of Medicine, Yeungnam University
| | - Mi-Young Lee
- Department of Preventive Medicine, School of Medicine, Keimyung University
| | - In-Kyu Lee
- Department of Internal Medicine, Kyungpook National University School of Medicine ; WCU project "Development for new drug-target in complication of metabolic syndrome", Kyungpook National University School of Medicine ; Research Institute for Aging and Metabolism, Kyungpook National University, Daegu, Republic of Korea
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Deerochanawong C, Ferrario A. Diabetes management in Thailand: a literature review of the burden, costs, and outcomes. Global Health 2013; 9:11. [PMID: 23497447 PMCID: PMC3623827 DOI: 10.1186/1744-8603-9-11] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Accepted: 03/04/2013] [Indexed: 12/13/2022] Open
Abstract
Management of diabetes represents an enormous challenge for health systems at every level of development. The latter are tested for their ability to continuously deliver high quality care to patients from the day they are diagnosed throughout their life. In this study, we review the status of diabetes management in Thailand and try to identify the key challenges the country needs to address to reduce the current (and future) medical and economic burden caused by the disease.We conducted a literature review on the burden, costs, and outcomes of diabetes in Thailand. This information was complemented by personal communication with senior officials in the Thai Ministry of Health.We identified the following priorities for the future management of diabetes in Thailand. First, increasing screening of diabetes in high risk population and promoting annual screening of diabetes complications in all diabetic patients. Second, identifying and addressing factors affecting poor treatment outcomes. Third, policy should specify clear targets and provide and use a monitoring framework to track progress. Fourth, efforts are needed to further improve data availability. Up-to-date data on the medical and economic burden of diabetes representative at the national level and at least the regional level are essential to identify needs and monitor progress towards established targets. Fifth, promotion of a healthy lifestyle for prevention of diabetes through education and quality information delivered to the public.
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Affiliation(s)
- Chaicharn Deerochanawong
- Rajavithi hospital, College of Medicine, Rangsit University, Ministry of Public Health, Bangkok, 10400, Thailand
| | - Alessandra Ferrario
- LSE Health, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, UK
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Srivanichakorn S, Yana T, Sanchaisuriya P, Maw YY, Schelp FP. Importance of regional differences in the features of type 2 diabetes mellitus in one and the same country—The example of Thailand. ACTA ACUST UNITED AC 2013. [DOI: 10.4236/jdm.2013.33023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Diabetes, impaired fasting glucose, daily life activities, food and beverage consumption among Buddhist monks in Chanthaburi Province, Thailand. Int J Diabetes Dev Ctries 2012. [DOI: 10.1007/s13410-012-0094-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Garabedian LF, Ross-Degnan D, Ratanawijitrasin S, Stephens P, Wagner AK. Impact of universal health insurance coverage in Thailand on sales and market share of medicines for non-communicable diseases: an interrupted time series study. BMJ Open 2012; 2:e001686. [PMID: 23192243 PMCID: PMC3533018 DOI: 10.1136/bmjopen-2012-001686] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Accepted: 10/16/2012] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE In 2001, Thailand implemented the Universal Coverage Scheme (UCS), a public insurance system that aimed to achieve universal access to healthcare, including essential medicines, and to influence primary care centres and hospitals to use resources efficiently, via capitated payment for outpatient services and other payment policies for inpatient care. Our objective was to evaluate the impact of the UCS on utilisation of medicines in Thailand for three non-communicable diseases: cancer, cardiovascular disease and diabetes. DESIGN Interrupted time-series design, with a non-equivalent comparison group. SETTING Thailand, 1998-2006. DATA Quarterly purchases of medicines from hospital and retail pharmacies collected by IMS Health between 1998 and 2006. INTERVENTION UCS implementation, April-October 2001. OUTCOME MEASURES Total pharmaceutical sales volume and percent market share by licensing status and National Essential Medicine List status. RESULTS The UCS was associated with long-term increases in sales of medicines for conditions that are typically treated in outpatient primary care settings, such as diabetes, high cholesterol and high blood pressure, but not for medicines for diseases that are typically treated in secondary or tertiary care settings, such as heart failure, arrhythmias and cancer. Although the majority of increases in sales were for essential medicines, there were also postpolicy increases in sales of non-essential medicines. Immediately following the reform, there was a significant shift in hospital sector market share by licensing status for most classes of medicines. Government-produced products often replaced branded generic or generic competitors. CONCLUSIONS Our results suggest that expanding health insurance coverage with a medicine benefit to the entire Thai population increased access to medicines in primary care. However, our study also suggests that the UCS may have had potentially undesirable effects. Evaluations of the long-term impacts of universal health coverage on medicine utilisation are urgently needed.
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Affiliation(s)
- Laura Faden Garabedian
- Drug Policy Research Group and WHO Collaborating Center in Pharmaceutical Policy, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Dennis Ross-Degnan
- Drug Policy Research Group and WHO Collaborating Center in Pharmaceutical Policy, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Sauwakon Ratanawijitrasin
- Department of Society and Health, Faculty of Social Sciences and Humanities, Mahidol University, Salaya, Buddhamonthon, Nakhonpathom, Thailand
| | | | - Anita Katharina Wagner
- Drug Policy Research Group and WHO Collaborating Center in Pharmaceutical Policy, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
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Zhao X, Zhu X, Zhang H, Zhao W, Li J, Shu Y, Li S, Yang M, Cai L, Zhou J, Li Y. Prevalence of diabetes and predictions of its risks using anthropometric measures in southwest rural areas of China. BMC Public Health 2012; 12:821. [PMID: 22998969 PMCID: PMC3549931 DOI: 10.1186/1471-2458-12-821] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2012] [Accepted: 09/14/2012] [Indexed: 01/29/2023] Open
Abstract
Background To examine the prevalence of diabetes and prediabetes in Songming county, Yunnan province, South-west China and examine influences of anthropometric indicators on diabetic risk. Methods This study was a population based cross-sectional study of 1031 subjects in Songming County aged 30 years and older. Age-standardization was performed by using the 2010 Songming population as the standard population. After an overnight fasting, participants underwent an oral glucose tolerance test (OGTT), and venous blood glucose levels were measured to identify diabetes and prediabetes. Physicians completed questionnaires and blood pressure measurements; trained nurses measured anthropometric variables. Age-adjusted logistic regression models were used to assess the association between anthropometric variables and diabetes. Results Total prevalences of diabetes and prediabetes were 10.0% and 11.6%, respectively. In women, prevalence of diabetes and prediabetes significantly increased with body mass index (BMI),waist hip ratio (WHR), and waist-to-height ratio (WHtR). But in men, prevalence of diabetes and prediabetes only significantly increased with WHR and WHtR. Compared to 1st WHR tertile in women, there was a nearly tenfold increase in the risk of diabetes with 3rd WHR tertile (OR 10.50, 95% CI 3.95-27.86). Men with 3rd BMI tertile had 4.8-fold risk of getting diabetes compared to men with 1st WHtR tertile (OR 4.79, 95% CI 1.88-12.26). Only WHtR had significantly higher receiver operating characteristic (ROC) area than BMI in total men (0.668 vs. 0.561, p < 0.05). And in total women, only WHR had significantly higher ROC area than BMI (0.723 vs. 0.628, p < 0.05). In the partial correlation analysis controlling for waist circumference, only WHR had significant correlation with fasting plasma glucose (r = 0.132, p = 0.002) and 2-h plasma glucose (r = 0.162, p = 0.000) in women, and WHtR had a much stronger association with both fasting plasma glucose (r = 0.305, P = 0.000) and 2 h plasma glucose (r = 0.303, P = 0.000) than WHR in men. Conclusion High prevalence of diabetes and prediabetes were found in this underdeveloped region. About half of total subjects with diabetes were undiagnosed. The association of obesity indices and diabetic risk factors varied with gender. The strongest predictors of diabetes were WHR for the female subgroup and WHtR for the male subgroup.
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Affiliation(s)
- Xiaolong Zhao
- Department of Endocrinology & Metabolism, Huashan Hospital, Medical College Fudan University, Shanghai, China.
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Hammami S, Mehri S, Hajem S, Koubaa N, Souid H, Hammami M. Prevalence of diabetes mellitus among non institutionalized elderly in Monastir City. BMC Endocr Disord 2012; 12:15. [PMID: 22898260 PMCID: PMC3461464 DOI: 10.1186/1472-6823-12-15] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2012] [Accepted: 07/26/2012] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Diabetes is a major public health problem worldwide. This problem is particularly relevant to the elderly. The prevalence of each condition increase with age. The present study aimed to determine the prevalence of Diabetes Mellitus (DM) among elderly; we also examined socio-economic factors and life style that are likely to be associated with DM. METHODS A cross-sectional study was conducted in 2008-2009, and used a multistage cluster sampling method to select a representative sample among non institutionalized elderly in Monastir City. A total of 598 elderly aged 65 to 95 years were included. RESULTS The prevalence of DM was 27.4% (29.2% in males' vs 26.5% in females). Elderly with DM showed higher prevalence of hypertension, obesity and abdominal obesity. DM prevalence decreased with advancing ages in both men and women. Urban residents had a higher prevalence than did their rural counterparts. In multivariate analysis, DM was associated with abdominal obesity (OR [95% CI], 2.6 [1.1-6]; p <0.01), co-existing diseases (3.8 [2.4-6]; p <0.01), and hypertension (2.7 [1.6-4.5] ; p <0.01). CONCLUSION The study highlights the DM problem in Tunisia. An ageing population together with social, economic and lifestyle changes have led to a dramatic increase in DM. These data emphasize the urgent need for a comprehensive integrated population-based intervention program to ameliorate the growing problem of DM.
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Affiliation(s)
- Sonia Hammami
- Laboratory of Nutrition and Vascular Health, Faculty of Medicine, University of Monastir, Monastir, Tunisia
- Internal Medicine Department, University Hospital “F. Bourguiba”, Monastir, Tunisia
| | - Sounira Mehri
- Laboratory of Nutrition and Vascular Health, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Said Hajem
- National Institute of Public Health Tunis, Tunis, Tunisia
| | - Nadia Koubaa
- Laboratory of Nutrition and Vascular Health, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Hala Souid
- Geriatric and Gerontology Unit, University of Ain Shams, Ain Shams, Egypt
| | - Mohamed Hammami
- Laboratory of Nutrition and Vascular Health, Faculty of Medicine, University of Monastir, Monastir, Tunisia
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Prevalence, awareness, treatment and control of coexistence of diabetes and hypertension in thai population. Int J Hypertens 2012; 2012:386453. [PMID: 22888406 PMCID: PMC3408662 DOI: 10.1155/2012/386453] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Accepted: 06/05/2012] [Indexed: 12/19/2022] Open
Abstract
Diabetes and hypertension are major independent risk factors for cardiovascular and renal diseases; however, prevalence and characteristics of the coexistence in general population is not clear. Data from Thai National Health Examination Survey III were used to estimate the prevalence of coexistence of diabetes and hypertension, and to estimate the proportion of awareness, treatment and control of both conditions. A total of 36,877 (male 17,614 and female 19,263) participants were included in the study. The prevalence of people with diabetes and hypertension was 3.2% (male 2.8% and female 3.6%). Approximately half of the diabetes patients (49.0%, 95%CI 45.6, 52.5) had hypertension, and 14.4% (95%CI 13.0, 16.0) of hypertensive patients had diabetes. After controlling for covariates, factors associated with coexistence of diabetes and hypertension included; age ≥60 years (adjust odds ratio 1.38, 95%CI 1.14, 1.73), having education less than 6 years (1.83, 95%CI 1.03, 3.38) and abdominal obesity (2.49, 95%CI 2.00, 3.10). More than 80% were unaware of having both conditions. Target for control of both glucose and blood pressure among those treated was achieved in only 6.2%. In conclusion, patients with diabetes or hypertension should be promoted to have weight control and screening for the comorbidity.
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Ramachandran A, Snehalatha C, Shetty AS, Nanditha A. Trends in prevalence of diabetes in Asian countries. World J Diabetes 2012; 3:110-7. [PMID: 22737281 PMCID: PMC3382707 DOI: 10.4239/wjd.v3.i6.110] [Citation(s) in RCA: 300] [Impact Index Per Article: 23.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Revised: 06/04/2012] [Accepted: 06/10/2012] [Indexed: 02/05/2023] Open
Abstract
Diabetes is a major lifestyle disorder, the prevalence of which is increasing globally. Asian countries contribute to more than 60% of the world’s diabetic population as the prevalence of diabetes is increasing in these countries. Socio-economic growth and industrialization are rapidly occurring in many of these countries. The urban-rural divide in prevalence is narrowing as urbanization is spreading widely, adversely affecting the lifestyle of populations. Asians have a strong ethnic and genetic predisposition for diabetes and have lower thresholds for the environmental risk factors. As a result, they develop diabetes at a younger age and at a lower body mass index and waist circumference when compared with the Western population. The adverse effect of physical inactivity and fatty food are manifested as the increasing rate of overweightness and obesity, even among children. The health care budgets for the disease management are meager and the health care outcome is far from the optimum. As a result, complications of diabetes are common and the economic burden is very high, especially among the poor strata of the society. National endeavors are urgently needed for early diagnosis, effective management and for primary prevention of diabetes. This editorial aims to highlight the rising trend in prevalence of diabetes in Asia, its causative factors and the urgent need to implement national strategies for primary prevention of type 2 diabetes.
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Affiliation(s)
- Ambady Ramachandran
- Ambady Ramachandran, Chamukuttan Snehalatha, Ananth Samith Shetty, Arun Nanditha, India Diabetes Research Foundation, Dr. A. Ramachandran's Diabetes Hospitals, Chennai 600 008, India
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Hwang CK, Han PV, Zabetian A, Ali MK, Narayan KMV. Rural diabetes prevalence quintuples over twenty-five years in low- and middle-income countries: a systematic review and meta-analysis. Diabetes Res Clin Pract 2012; 96:271-85. [PMID: 22261096 DOI: 10.1016/j.diabres.2011.12.001] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2011] [Revised: 11/15/2011] [Accepted: 12/01/2011] [Indexed: 01/29/2023]
Abstract
AIMS To verify the assertions that diabetes pandemic may be spreading across rural parts of low- and middle-income countries (LMICs), we performed a systematic review of published studies reporting diabetes prevalence in rural parts of LMICs. METHODS Electronic databases (EMBASE and MEDLINE) were searched for papers published from 1990 to 2011. Two independent reviewers screened the articles using structured criteria for inclusion and performed full-text reviews. Pooled prevalence of diabetes was estimated using meta-analysis. Potential factors influencing the estimates were identified by meta-regression and used for sensitivity analyses. RESULTS Rural prevalence of diabetes of LMICs was 5.6% (95% CI=4.6-6.6), and similar between men and women. This estimate remained robust in separate sensitivity analyses accounting for study quality, level of heterogeneity, age, and sex. In a multivariate meta-regression analysis, pooled prevalence varied by study year and region. Diabetes prevalence increased over time, from 1.8% (1.0-2.6) in 1985-1989, 5.0% (3.8-6.3) in 1990-1994, 5.2% (4.1-6.2) in 1995-1999, 6.4% (5.1-7.7) in 2000-2004, and to 8.6% (6.4-10.7) for 2005-2010 (p=0.001 for secular trend). CONCLUSIONS Prevalence of diabetes in rural parts of LMICs has risen dramatically. As 55% of LMIC populations live in rural areas, this trend has enormous implications for the global burden of diabetes.
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Xu W, Xu Z, Jia J, Xie Y, Wang HX, Qi X. Detection of Prediabetes and Undiagnosed Type 2 Diabetes: A Large Population-Based Study. Can J Diabetes 2012. [DOI: 10.1016/j.jcjd.2012.04.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Muktabhant B, Sanchaisuriya P, Sarakarn P, Tawityanon W, Trakulwong M, Worawat S, Schelp FP. Use of glucometer and fasting blood glucose as screening tools for diabetes mellitus type 2 and glycated haemoglobin as clinical reference in rural community primary care settings of a middle income country. BMC Public Health 2012; 12:349. [PMID: 22583817 PMCID: PMC3403882 DOI: 10.1186/1471-2458-12-349] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2011] [Accepted: 05/14/2012] [Indexed: 11/14/2022] Open
Abstract
Background Thailand is considered to be a middle income country, and to control and prevent type 2 diabetes mellitus (T2DM) is one of the main concerns of the Thai Ministry of Public Health (MoPH). Screening for T2DM and care for T2DM patients has been integrated into the primary health care system, especially in rural areas. The intention of this investigation is to link public health research at the academic level with the local health authorities of a district of a north-eastern province of the country. Methods Epidemiological methods were applied to validate the screening tools fasting capillary blood glucose (CBG), measured by glucometer and venous blood for the determination of plasma glucose (VPG), used for screening for T2DM among asymptomatic villagers. For assessing the validity of these two methods glycated haemoglobin (HbA1c) values were determined and used as the ‘clinical reference’. Results All together 669 villagers were investigated. Determinations of CBG and VPG resulted in suspected T2DM cases, with 7.3% when assessed by CBG and 6.4% by VPG using a cutoff point of 7 mmol/L (126 mg/dl). Taking HbA1c determinations with a cutoff point of 7% into account, the proportion of T2DM suspected participants increased to 10.4%. By estimating sensitivity, specificity and the positive predictive value of CBG and VPG against the ‘clinical reference’ of HbA1c, sensitivity below 50% for both screening methods has been observed. The positive predictive value was determined to be 58.5% for CBG and 56.8% for VPG. The specificity of the two screening tests was over 96%. Conclusions The low sensitivity indicates that using fasting CBG or VPG as a screening tool in the field results in a high proportion of diseased individuals remaining undetected. The equally low positive predictive values (below 60%) indicate a high working load for the curative sector in investigating suspected T2DM cases to determine whether they are truly diseased or false positive cases according to the screening method. Further implications of the results and the controversial discussion related to the use of HbA1c as clinical evidence for suffering from T2DM are also discussed.
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Affiliation(s)
- Benja Muktabhant
- Department of Nutrition, Faculty of Public Health, Khon Kaen University, Khon Kaen 40002, Thailand
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Dias JCR, Campos JADB. [Diabetes mellitus: reasons for prevalence in different geographic regions of Brazil, 2002 2007]. CIENCIA & SAUDE COLETIVA 2012; 17:239-44. [PMID: 22218557 DOI: 10.1590/s1413-81232012000100026] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2009] [Accepted: 09/16/2009] [Indexed: 11/22/2022] Open
Abstract
Awareness of Diabetes Mellitus (DM) as a relevant health problem in Brazil and realizing the importance of estimates of prevalence for public health planning and strategies, gave rise to this work seeking to estimate the reason for the prevalence of Diabetes Mellitus (DM) in different Brazilian states in the periods from 2002 to 2004 and 2005 to 2007. It involves a descriptive study based on Brazilian population data with a diagnosis of DM recorded in the Basic Care Information System (SIAB) of the Brazilian Ministry of Health. The prevalence rates were calculated for the periods from 2002 to 2004 and 2005 to 2007 and the Prevalence Ratios were then estimated per location and per reliability interval of 95% (RI95%). A high prevalence of DM was observed in Brazilian states with a significant increase (R>1; RI95%>1) for the periods in all Brazilian states, especially the Federal District (R=1.9800; RI95%=1.97241.9876) and the state of Maranhão (R=1.5217; RI95%=1.51981.5235). The conclusion drawn was that there was a significant increase in the prevalence of DM in Brazil between 2002 and 2007, highlighting the need for the formulation of strategies for prevention and control of the disease.
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Abstract
Cardiovascular disease (CVD) is an under-recognized major health problem among women in South-East Asia. The prevalence of cardiovascular risk factors such as hypertension, diabetes mellitus, dyslipidemia, physical inactivity, and being overweight or obese has shown a significantly increasing trend among women in the region, with the exception of Singapore. The problem is compounded by low awareness that CVD is a health problem for women as well as for men, by misconceptions about the disease, and by the lack of suitable, locally available health literature. Efforts have been made by the national heart associations and other organizations to increase heart health awareness and promote healthy lifestyles. Singapore initiated these prevention programs in the early 1990s and has been successful in reducing the prevalence of cardiovascular risk factors. The governments of the region, in accordance with the Noncommunicable Disease Alliance, have begun implementing appropriate preventive strategies and improving health-delivery systems. However, psychological, social, and cultural barriers to cardiovascular health awareness in women need to be addressed before these programs can be fully and successfully implemented.
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Whiting DR, Guariguata L, Weil C, Shaw J. IDF diabetes atlas: global estimates of the prevalence of diabetes for 2011 and 2030. Diabetes Res Clin Pract 2011; 94:311-21. [PMID: 22079683 DOI: 10.1016/j.diabres.2011.10.029] [Citation(s) in RCA: 2655] [Impact Index Per Article: 189.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2011] [Accepted: 10/20/2011] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Diabetes is an increasingly important condition globally and robust estimates of its prevalence are required for allocating resources. METHODS Data sources from 1980 to April 2011 were sought and characterised. The Analytic Hierarchy Process (AHP) was used to select the most appropriate study or studies for each country, and estimates for countries without data were modelled. A logistic regression model was used to generate smoothed age-specific estimates which were applied to UN population estimates for 2011. RESULTS A total of 565 data sources were reviewed, of which 170 sources from 110 countries were selected. In 2011 there are 366 million people with diabetes, and this is expected to rise to 552 million by 2030. Most people with diabetes live in low- and middle-income countries, and these countries will also see the greatest increase over the next 19 years. DISCUSSION This paper builds on previous IDF estimates and shows that the global diabetes epidemic continues to grow. Recent studies show that previous estimates have been very conservative. The new IDF estimates use a simple and transparent approach and are consistent with recent estimates from the Global Burden of Disease study. IDF estimates will be updated annually.
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Aekplakorn W, Kessomboon P, Sangthong R, Chariyalertsak S, Putwatana P, Inthawong R, Nitiyanant W, Taneepanichskul S. Urban and rural variation in clustering of metabolic syndrome components in the Thai population: results from the fourth National Health Examination Survey 2009. BMC Public Health 2011; 11:854. [PMID: 22074341 PMCID: PMC3282716 DOI: 10.1186/1471-2458-11-854] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2011] [Accepted: 11/10/2011] [Indexed: 12/03/2022] Open
Abstract
Background Information on the distribution of Metabolic syndrome (MetS) and its combinations by urban/rural areas in lower-middle income countries has been limited. It is not clear how the various combinations of MetS components varied by urban/rural population and if particular combinations of MetS are more common. This study aimed to estimate the prevalence of MetS and combinations of MetS components according to sex and urban/rural areas from a nationally representative sample of Thai adults. Methods Data from the fourth National Health Examination Survey of 19,256 Thai adults aged 20 years and over were analyzed. MetS was defined using the harmonized criteria of six international expert groups with Asian-specific cut-point for waist circumference. Results The prevalence of MetS was 23.2% among adults aged ≥ 20 years (19.5% in men and 26.8% in women). Among men, the prevalence of MetS in urban was higher than those in rural areas (23.1% vs 17.9%, P < 0.05), but among women, the prevalence was higher in rural areas (27.9% vs 24.5%, P < 0.05). Overall, an individual component of low high density lipoprotein (HDL) and hypertriglyceridemia were more common in rural areas, while obesity, high blood pressure and hyperglycemia were more common in urban areas. The most common combination of MetS components in men was the clustering of low HDL, hypertriglyceridemia, and high blood pressure (urban: 3.4% vs. rural: 3.9%, adjusted OR 0.9, 95%CI 0.7, 1.1). Among women, the most common combination was the clustering of obesity, low HDL, and hypertriglyceridemia (urban: 3.9% vs rural: 5.9%, adjusted OR 0.8, 95%CI 0.6, 0.9), followed by the clustering of these three components with high blood pressure (urban: 3.1% vs. rural 4.5%, adjusted OR 0.8, 95%CI 0.7, 0.9). Conclusion Metabolic syndrome affects both urban and rural population with different pattern of MetS combinations. Dyslipidemia and obesity were the most common components among women in rural areas, hence, interventions to prevent and control these factors should be strengthened.
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Affiliation(s)
- Wichai Aekplakorn
- Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rajdevi, Bangkok 10400, Thailand.
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