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Marateb HR, Mansourian M, Koochekian A, Shirzadi M, Zamani S, Mansourian M, Mañanas MA, Kelishadi R. Prevention of Cardiometabolic Syndrome in Children and Adolescents Using Machine Learning and Noninvasive Factors: The CASPIAN-V Study. INFORMATION 2024; 15:564. [DOI: 10.3390/info15090564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2024] Open
Abstract
Cardiometabolic syndrome (CMS) is a growing concern in children and adolescents, marked by obesity, hypertension, insulin resistance, and dyslipidemia. This study aimed to predict CMS using machine learning based on data from the CASPIAN-V study, which involved 14,226 participants aged 7–18 years, with a CMS prevalence of 82.9%. We applied the XGBoost algorithm to analyze key noninvasive variables, including self-rated health, sunlight exposure, screen time, consanguinity, healthy and unhealthy dietary habits, discretionary salt and sugar consumption, birthweight, and birth order, father and mother education, oral hygiene behavior, and family history of dyslipidemia, obesity, hypertension, and diabetes using five-fold cross-validation. The model achieved high sensitivity (94.7% ± 4.8) and specificity (78.8% ± 13.7), with an area under the ROC curve (AUC) of 0.867 ± 0.087, indicating strong predictive performance and significantly outperformed triponderal mass index (TMI) (adjusted paired t-test; p < 0.05). The most critical selected modifiable factors were sunlight exposure, screen time, consanguinity, healthy and unhealthy diet, dietary fat type, and discretionary salt consumption. This study emphasizes the clinical importance of early identification of at-risk individuals to implement timely interventions. It offers a promising tool for CMS risk screening. These findings support using predictive analytics in clinical settings to address the rising CMS epidemic in children and adolescents.
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Affiliation(s)
- Hamid Reza Marateb
- Biomedical Engineering Research Centre (CREB), Automatic Control Department (ESAII), Universitat Politècnica de Catalunya-Barcelona Tech (UPC), 08028 Barcelona, Spain
| | - Mahsa Mansourian
- Department of Medical Physics, School of Medicine, Isfahan University of Medical Sciences, Isfahan 81746-73461, Iran
| | - Amirhossein Koochekian
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan 81746-73461, Iran
| | - Mehdi Shirzadi
- Biomedical Engineering Research Centre (CREB), Automatic Control Department (ESAII), Universitat Politècnica de Catalunya-Barcelona Tech (UPC), 08028 Barcelona, Spain
| | - Shadi Zamani
- Biomedical Engineering Department, Engineering Faculty, University of Isfahan, Isfahan 81746-73441, Iran
| | - Marjan Mansourian
- Biomedical Engineering Research Centre (CREB), Automatic Control Department (ESAII), Universitat Politècnica de Catalunya-Barcelona Tech (UPC), 08028 Barcelona, Spain
| | - Miquel Angel Mañanas
- Biomedical Engineering Research Centre (CREB), Automatic Control Department (ESAII), Universitat Politècnica de Catalunya-Barcelona Tech (UPC), 08028 Barcelona, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials, and Nanomedicine (CIBER-BBN), 28029 Madrid, Spain
| | - Roya Kelishadi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan 81746-73461, Iran
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Pomngen I, Sirisatayawong P, Kumsaiyai W, Kaunnil A, Srikhamjak T. Relationships between sensory processing patterns and metabolic risk factors among community dwelling people with metabolic syndrome: A cross-sectional and correlational research design. PLoS One 2024; 19:e0308421. [PMID: 39241047 PMCID: PMC11379226 DOI: 10.1371/journal.pone.0308421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 07/22/2024] [Indexed: 09/08/2024] Open
Abstract
BACKGROUND Metabolic Syndrome (MetS) increases the risk of other serious health problems, particularly cardiovascular diseases and stroke. Sensory processing patterns (SPPs) are internal factors shaping behaviors and emotions, both healthy and unhealthy. There is a lack of studies directly examining the relationship between the SPPs and metabolic risk factors. METHOD This study aimed to investigate SPPs and their association with metabolic risk factors in individuals with metabolic syndrome (MetS). One hundred and seventeen individuals with MetS completed questionnaires on demographic characteristics and the Thai Sensory Patterns Assessment-adult version. Data on metabolic risk factors, including fasting blood glucose, blood pressure, and waist circumference, were collected. RESULTS The findings revealed high arousal levels in proprioceptive and auditory senses among the participants. The fasting blood glucose was significantly correlated with a preference in the tactile sense (r = -0.150, P<0.05), while waist circumference was associated with arousal level in the auditory and smell-taste senses (r = 0.140, -0.160, P<0.05). Moreover, the GLMM revealed that fasting blood glucose was associated with preferences in tactile, vestibular, and proprioceptive senses (r = -0.481, 0.726, -0.386, P<0.05). Furthermore, diastolic blood pressure was associated with preferences in vestibular sense (r = 0.099; P<0.05). CONCLUSION The SPPs might be related to metabolic risk factors, so it is important to recognize how individual SPPs relate to metabolic risk factors. However, further studies using a larger sample may be needed to deeply explore the mechanisms underlying these associations.
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Affiliation(s)
- Ilada Pomngen
- Faculty of Associated Medical Sciences, Department of Occupational Therapy, Chiang Mai University, Chiang Mai, Thailand
| | - Pornpen Sirisatayawong
- Faculty of Associated Medical Sciences, Department of Occupational Therapy, Chiang Mai University, Chiang Mai, Thailand
| | - Warunee Kumsaiyai
- Faculty of Associated Medical Sciences, Department of Medical Technology, Chiang Mai University, Chiang Mai, Thailand
| | - Anuchart Kaunnil
- Faculty of Associated Medical Sciences, Department of Occupational Therapy, Chiang Mai University, Chiang Mai, Thailand
| | - Tiam Srikhamjak
- Faculty of Associated Medical Sciences, Department of Occupational Therapy, Chiang Mai University, Chiang Mai, Thailand
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Suwanno J, Phonphet C, Mayurapak C, Ninla-Aesong P, Thiamwong L. Sex-based differences in risk of cardiovascular disease development and cardiovascular risk factors among individuals with hypertension: A cross-sectional study from primary care facilities. JOURNAL OF VASCULAR NURSING 2023; 41:62-71. [PMID: 37356872 DOI: 10.1016/j.jvn.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/10/2023] [Accepted: 04/10/2023] [Indexed: 06/27/2023]
Abstract
BACKGROUND Over the last two decades, the understanding of cardiovascular disease (CVD) has expanded in Asian countries. Despite this progress, there have been limited investigations into sex-based differences in the development of CVD and cardiovascular risk factors (CVRFs). AIM We investigated whether males and females with hypertension had different risks of developing CVD and CVRFs. METHODS We used a stratified multi-stage sampling design involving 15 primary care centers in Thailand. We recruited 1,448 individuals aged 35-74 years old. The Framingham cardiovascular risk algorithm was used to determine the risk of CVD development. RESULTS Female patients were overall more likely to have lower CVD risk scores. However, they demonstrated higher scores in the moderate-risk (p < 0.001) and high-risk (p < 0.001) groups as compared with males. One in four females was at a high risk of developing CVD. Females had higher rates of all CVRFs against males across sub-risk groups, with the highest odds ratio observed in the high-risk group, which persisted after adjusting for covariations. Overall, female patients had higher rates of diabetes, hyperlipidemia, obesity, and abdominal obesity as compared with males. Females in the overall group had a lower prevalence of uncontrolled hypertension than males, in contrast to the high-risk group. Female patients also had a lower prevalence of cigarette smoking and alcohol consumption than males. CONCLUSION There is evidence of sex-based differences in the risk of CVD development in hypertensive individuals. The interaction of CVRFs with a high risk of developing CVD was noted in females.
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Affiliation(s)
- Jom Suwanno
- School of Nursing, Walailak University, Nakhon Si Thammarat, 80160, Thailand; The Excellent Center of Community Health Promotion of Walailak University, Thailand.
| | - Chennet Phonphet
- School of Nursing, Walailak University, Nakhon Si Thammarat, 80160, Thailand; The Excellent Center of Community Health Promotion of Walailak University, Thailand
| | - Chidchanog Mayurapak
- School of Nursing, Walailak University, Nakhon Si Thammarat, 80160, Thailand; The Excellent Center of Community Health Promotion of Walailak University, Thailand
| | | | - Ladda Thiamwong
- College of Nursing, University of Central Florida, Orlando, FL 32826 USA
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Prevalence of Metabolic Syndrome and Its Components in Urban Cambodia: A Cross-Sectional Study. J Epidemiol Glob Health 2022; 12:224-231. [PMID: 35947272 PMCID: PMC9470791 DOI: 10.1007/s44197-022-00053-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 07/30/2022] [Indexed: 11/17/2022] Open
Abstract
Background The incidence of noncommunicable diseases, such as cardiovascular diseases and diabetes mellitus, is increasing in Cambodia. Urbanization and lifestyle changes due to rapid economic development have affected the components of metabolic syndrome (MetS). This study aimed to determine the prevalence of MetS, MetS components, and health status among Cambodians living in urban areas. Methods This cross-sectional study enrolled adult Cambodians (age ≥ 20 years) who underwent a health checkup at a Japanese hospital in Phnom Penh. MetS was defined based on the harmonized diagnostic definition from the joint interim statement. Results Among the 6090 (3174 men and 2916 women) participants who were enrolled in the study, the prevalence of MetS was 60.1% in men and 52.4% in women. The prevalence of elevated blood pressure was 73.2% in men and 65.3% in women, and was the highest MetS component in both men and women. In contrast, the lowest prevalence rates were observed for abdominal obesity (44.8%) in men and for high triglyceride levels (33.5%) in women. The MetS group showed a significantly higher proportion of patients with hypertension, diabetes, dyslipidemia, and obesity compared with the non-MetS group. Conclusion The high prevalence of MetS in this study was attributed to urbanization, as in economically developed countries. It is necessary to explore the lifestyle habits of Cambodians that contribute to MetS and to develop preventive measures to reduce the incidence and prevalence of MetS.
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Chalermsri C, Aekplakorn W, Srinonprasert V. Body Mass Index Combined With Possible Sarcopenia Status Is Better Than BMI or Possible Sarcopenia Status Alone for Predicting All-Cause Mortality Among Asian Community-Dwelling Older Adults. Front Nutr 2022; 9:881121. [PMID: 35845779 PMCID: PMC9280680 DOI: 10.3389/fnut.2022.881121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 05/27/2022] [Indexed: 12/02/2022] Open
Abstract
Background Body mass index (BMI) and sarcopenia are common indicators of nutritional status. Possible sarcopenia, defined as low muscle strength or performance, was recently introduced by the Asian Working Group for Sarcopenia (AWGS) in 2019. We investigated for association between all-cause mortality and BMI combined with possible sarcopenia severity in Asian older adults. Methods This study included a subpopulation (8,195 participants aged ≥60 years; male gender: 49.4%; mean age: 69.2 ± 6.8 years) from the Fourth Thai National Health Examination Survey (NHES-IV). BMI was classified using Asia-Pacific cut-offs. Possible sarcopenia was defined using quadriceps strength based on AWGS 2019 criteria, and possible sarcopenia severity was determined using study population quartile cut-offs. All-cause mortality data was derived from the national vital registry in 2020. Results The prevalence of underweight status and possible sarcopenia was 11.8 and 38.9%, respectively. Multivariate analysis showed underweight individuals with severe possible sarcopenia to be at highest risk for increased mortality [adjusted hazard ratio (aHR): 3.98, 95% confidence interval (CI): 2.89-5.48], and higher risk was found in men compared to women (aHR: 5.35, 95% CI: 1.19-8.97). Obese status without possible sarcopenia was an independent protective factor (aHR: 0.61, 95% CI: 0.38-0.97). Conclusion BMI combined with possible sarcopenia severity is a better predictor of mortality risk than either parameter alone.
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Affiliation(s)
- Chalobol Chalermsri
- Division of Geriatric Medicine, Department of Preventive and Social Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Varalak Srinonprasert
- Division of Geriatric Medicine, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Health Policy Unit, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
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Sigit FS, Trompet S, Tahapary DL, Harbuwono DS, le Cessie S, Rosendaal FR, de Mutsert R. Adherence to the healthy lifestyle guideline in relation to the metabolic syndrome: Analyses from the 2013 and 2018 Indonesian National Health Surveys. Prev Med Rep 2022; 27:101806. [PMID: 35656214 PMCID: PMC9152785 DOI: 10.1016/j.pmedr.2022.101806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 04/23/2022] [Accepted: 04/24/2022] [Indexed: 11/22/2022] Open
Abstract
In this study, we aimed to investigate differences in lifestyle factors and prevalence of metabolic syndrome (MetS) in the Indonesian population between 2013 and 2018. In addition, we investigated whether adherence to the 2015-released national healthy lifestyle guideline (‘GERMAS’) is associated with MetS in different sex, age, urban/rural, and BMI categories. We performed cross-sectional analyses in individuals aged >15 of the 2013 (n = 34,274) and 2018 (n = 33,786) Indonesian National Health Surveys. A stratified, multi-stage, systematic random sampling design and the probability proportional to size method were used to select households in the 34 provinces across the country. MetS was defined according to the Joint Interim Statement Criteria, and adherence to ‘GERMAS’ guideline was defined as fulfilling the national healthy lifestyle recommendations of ≥150 min/week physical activity (PA), ≥5 portions/day fruit and vegetable (FV), no smoking (NS), and no alcohol consumption (NA). We examined the associations of each lifestyle factor with MetS using logistic regression categorised by sex, age groups, urban/rural, and BMI, and adjusted for sociodemographic factors. We observed that men who adhered to the guideline had lower odds ratio of MetS [OR(95%CI) associated with PA: 0.85(0.75–0.97); NA: 0.75(0.56–1.00)] than non-adherent men. Middle-aged adults who adhered to the guideline had lower OR of MetS [PA: 0.85(0.72–1.01); FV: 0.78(0.62–0.99); NA: 0.66(0.46–0.93)] than non-adherent adults <45 years. The adherent urban population had lower OR of MetS [FV: 0.85(0.67–1.07); NA: 0.74(0.52–1.07)] than the non-adherent urban population. Those with overweight or obesity who adhered to the guideline had relatively lower odds of MetS than those who did not. In conclusion, in this nationally representative study, adherence to the ‘GERMAS’ guideline may confer cardiometabolic health benefits to several groups of the Indonesian population, particularly men, middle-aged, those with overweight and obesity, and potentially urban population.
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Dang AK, Le HT, Nguyen GT, Mamun AA, Do KN, Thi Nguyen LH, Thai PK, Phung D. Prevalence of metabolic syndrome and its related factors among Vietnamese people: A systematic review and meta-analysis. Diabetes Metab Syndr 2022; 16:102477. [PMID: 35421746 DOI: 10.1016/j.dsx.2022.102477] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 03/19/2022] [Accepted: 03/28/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND AIMS Metabolic risk factors are the leading causes of mortality and morbidity in recent decades, yet the burden of metabolic syndrome (MetS) has not been carefully assessed in Vietnam. This review thus aims to examine the prevalence of MetS and its related factors in Vietnam. METHODS A systematic review was conducted using literature retrieved from PubMed/Medline, Web of Science, Embase, Scopus, and Google Scholar up until July 2021. We selected descriptive and analytical studies which reported the prevalence of MetS and related factors among healthy people aged less than 65 years old rather than morbid people in Vietnam. A meta-analysis with a random-effects model was applied to estimate the pooled prevalence from the included studies. RESULTS Eighteen studies with 35421 participants were included in the final analysis. The pooled MetS prevalence among the adult population in Vietnam was 16.1% (95% Confidence Interval (CI): 14.1%-18.1%). Higher prevalence was seen among females (17.3%, 95% CI: 13.8%-20.8%). Low level of High Density Lipoprotein-Cholesterol (HDL-C) was the most prevalent component (34.1%), followed by high triglycerides (33.3%). Being female, living in urban areas, having obesity, and having a higher body mass index or body fat percentage were associated with an increased likelihood of having MetS. CONCLUSIONS MetS was common in the Vietnamese population. Low HDL-C should be considered as an early detectable indicator for MetS screening programs at the population level. Appropriate interventions should be conducted for high-risk groups such as females, those living in urban areas, and obesity.
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Affiliation(s)
- Anh Kim Dang
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, 4102, Brisbane, Australia; Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, 100000, Viet Nam
| | - Huong Thi Le
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, 100000, Viet Nam.
| | - Giang Thu Nguyen
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, 100000, Viet Nam
| | - Abdullah A Mamun
- Institute for Social Science Research, The University of Queensland, Indooroopilly, Queensland, 4068, Australia; ARC Centre of Excellence for Children and Families Over the Life Course (The Life Course Centre), The University of Queensland, Indooroopilly, Queensland, 4068, Australia
| | - Khanh Nam Do
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, 100000, Viet Nam
| | - Lan Huong Thi Nguyen
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, 100000, Viet Nam
| | - Phong K Thai
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, 4102, Brisbane, Australia
| | - Dung Phung
- School of Medicine, Griffith University, Gold Coast, QLD, Australia
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Klongthalay S, Suriyaprom K. Increased Uric Acid and Life Style Factors Associated with Metabolic Syndrome in Thais. Ethiop J Health Sci 2020; 30:199-208. [PMID: 32165809 PMCID: PMC7060378 DOI: 10.4314/ejhs.v30i2.7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Background The prevalence of metabolic syndrome (MS) has been continually increasing in developing countries especially in Thailand. Although insulin resistance and central obesity are initially considered as significant risk factors, the other causal factors leading to the development of MS continue to challenge the investigators. The aims of this study were to evaluate the prevalence of MS in Pathum Thani province, Thailand and to investigate the relationship between MS and risk factors. Methods This cross-sectional study was performed with 202 Thai volunteers. Anthropometric-biochemical variables and blood pressures in each subject were measured. Results Almost one-third (32.7%) of the participants were diagnosed with MS based on the harmonized criteria, and one of the most significant risk factors is the elevated blood pressure. Weight, BMI, waist and hip circumferences, waist-hip ratio, blood pressure, glucose, triglycerides and uric acid were significantly higher in subjects with MS subjects. However, HDL-C levels were significantly lower in subjects with MS, compared to subjects without MS (p<0.001). The results of regression model after adjustment for age and gender showed that the increased serum uric acid level (OR=1.31, 95%CI: =1.04–1.66), cigarette smoking (OR=3.72, 95%CI: =1.51–9.15) and physical activity (OR=0.36, 95%CI: =0.19–0.67) were significantly related to MS. Conclusions These findings suggest that the decrease of uric acid level, the promotion of physical activity and smoking cessation may decrease the risk of developing MS among Thais.
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Affiliation(s)
- Suwit Klongthalay
- Faculty of Medical Technology, Rangsit University, Phaholyothin Road, Pathumthani 12000, Thailand
| | - Kanjana Suriyaprom
- Faculty of Medical Technology, Rangsit University, Phaholyothin Road, Pathumthani 12000, Thailand
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Gender Differences in the Pattern of Socio-Demographics Relevant to Metabolic Syndrome Among Kenyan Adults with Central Obesity at a Mission Hospital in Nairobi, Kenya. High Blood Press Cardiovasc Prev 2020; 27:61-82. [PMID: 31981085 DOI: 10.1007/s40292-020-00360-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Accepted: 01/07/2020] [Indexed: 12/28/2022] Open
Abstract
INTRODUCTION Metabolic syndrome (MetS) is a risk factor for cardiovascular-related morbidity and mortality. Although the risk factors for MetS are well documented, differences in gender-based demographics among Kenyan adults with central obesity are lacking. AIM Determine gender differences in the pattern of socio-demographics relevant to metabolic syndrome among Kenyan adults with central obesity at a mission hospital, Nairobi. METHODS A cross-sectional baseline survey involving adults (N = 404) with central obesity aged 18-64 years, as part of a community-based lifestyle intervention study. Respondents were systematically sampled using the International Diabetes Federation definition for MetS. Lifestyle characteristics, anthropometric, clinical and biochemical markers were measured and analyzed using SPSS. RESULTS High (87.2%) MetS prevalence associated with advanced age in males (p < 0.001) and females (p = 0.002) was observed. MetS was likely among divorced/separated/widowed (p = 0.021) and high income males (p = 0.002) and females (p = 0.017) with high income. Unemployed males (p = 0.008) and females with tertiary education (p = 0.019) were less likely to have MetS. Advanced age was likely to lead to high blood pressure, fasting blood glucose and triglycerides (p < 0.05). Males were more likely (p = 0.026) to have raised triglycerides, while females (p < 0.001) had low high density lipoproteins. CONCLUSION A high prevalence of MetS associated with social and gender differences among Kenyan adults with central obesity. These underscore the need to look beyond the behavioral and biological risks and focus on every nuance of gender differences in addressing MetS and CVDs.
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Biswas T, Magalhaes RJS, Townsend N, Das SK, Mamun A. Double Burden of Underweight and Overweight among Women in South and Southeast Asia: A Systematic Review and Meta-analysis. Adv Nutr 2020; 11:128-143. [PMID: 31634389 PMCID: PMC7442413 DOI: 10.1093/advances/nmz078] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 11/08/2018] [Accepted: 06/27/2019] [Indexed: 12/12/2022] Open
Abstract
The double burden of malnutrition (DBM) is characterized by the coexistence of underweight and overweight individuals in a population. The objective of this study was to assess the level of DBM, as well as its main determinants, in women in South and Southeast Asia. We searched scientific literature databases, including PubMed, EMBASE, CINAHL, and Google Scholar; gray literature; and reference lists from primary research published between 1969 and September 30, 2017. In total, 128 studies met our inclusion criteria, representing data of ∼5 million women >15 y of age from South and Southeast Asia. The findings show that prevalence rates of underweight and overweight varied by study from 7.0% to 61.0% and 1.0% to 64.0%, respectively. For the total study period, the pooled prevalence of underweight and overweight was 28% (95% CI: 25%, 31%) and 17% (95% CI: 15%, 19%) in South Asia, respectively, and 20% (95% CI: 15%, 26%) and 20% (95% CI: 15%, 24%) in Southeast Asia, respectively. In both regions, underweight was more prevalent in rural areas, among women of the youngest age group (15-19 y), and among those in the poorest wealth quintile. In contrast, overweight was higher in urban areas, among women of older age, and among those in the wealthiest households. This study also found that prevalence of overweight has recently exceeded that for underweight in this population.
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Affiliation(s)
- Tuhin Biswas
- Institute for Social Science Research, University of Queensland, Indooroopilly, Australia
- ARC Centre of Excellence for Children and Families over the Life Course, The University of Queensland, Indooroopilly, Australia
| | - R J Soares Magalhaes
- UQ Spatial Epidemiology Laboratory, School of Veterinary Science, University of Queensland, Gatton, Australia
- Children's Health and Environment Program, Child Health Research Centre, University of Queensland, Brisbane, Australia
| | - Nick Townsend
- Department for Health, University of Bath, Bath, United Kingdom
| | - Sumon Kumar Das
- Institute for Social Science Research, University of Queensland, Indooroopilly, Australia
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
- Child Health Division, Menzies School of Health Research, Tiwi, Australia
| | - Abdullah Mamun
- Institute for Social Science Research, University of Queensland, Indooroopilly, Australia
- ARC Centre of Excellence for Children and Families over the Life Course, The University of Queensland, Indooroopilly, Australia
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Rana S, Sultana A, Bhatti AA. Association of BDNF rs6265 and MC4R rs17782313 with metabolic syndrome in Pakistanis. J Biosci 2019. [DOI: 10.1007/s12038-019-9915-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Rana S, Sultana A, Bhatti AA. Association of BDNF rs6265 and MC4R rs17782313 with metabolic syndrome in Pakistanis. J Biosci 2019; 44:95. [PMID: 31502573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The current case-control study sought the association of BDNF rs6265 and MC4R rs17782313 with metabolic syndrome (MetS), MetS components and other related metabolic parameters in a sample of Pakistani subjects. Fasting high-density lipoprotein cholesterol (HDL-C) and homeostatic model assessment of insulin sensitivity showed a significantly lower mean whereas body mass index (BMI), waist circumference, systolic blood pressure (SBP), diastolic blood pressure (DBP), fasting blood glucose, insulin, total cholesterol (TC), low-density lipoprotein cholesterol, very-low-density lipoprotein cholesterol, triglycerides (TG), cholesterol to HDL-C ratio, TG to HDL-C ratio, homeostatic model assessment of insulin resistance, visceral adiposity index, lipid accumulation product and the product of TG and glucose showed a significantly higher mean in the presence of MetS. Reduced HDL-C appeared as the most frequent and hypertriglyceridemia as the least frequent component of MetS whereas clustering of reduced HDL-C + abdominal obesity (AO) + hyperglycemia appeared as the most prevalent combination of MetS components. Moreover, BDNF rs6265 showed BMI and gender independent association with increased risk of MetS in Pakistani individuals whereas MC4R rs17782313 showed BMI and gender dependent association with increased risk of MetS in Pakistani females. In addition, BDNF rs6265 and MC4R rs17782313 showed gender-dependent associations with decreased risk of having low HDL-C in males and increased risk of having abdominal obesity in females, respectively. However, no association was observed for metabolic variables other than components of MetS across genotypes of both BDNF rs6265 and MC4R rs17782313.
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Affiliation(s)
- Sobia Rana
- Molecular Biology and Human Genetics Laboratory, Dr. Panjwani Center for Molecular Medicine and Drug Research (PCMD), International Center for Chemical and Biological Sciences (ICCBS), University of Karachi, Karachi 75270, Pakistan
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Shotelersuk V, Tongsima S, Pithukpakorn M, Eu‐ahsunthornwattana J, Mahasirimongkol S. Precision medicine in Thailand. AMERICAN JOURNAL OF MEDICAL GENETICS PART C-SEMINARS IN MEDICAL GENETICS 2019; 181:245-253. [DOI: 10.1002/ajmg.c.31694] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 02/12/2019] [Accepted: 02/13/2019] [Indexed: 12/17/2022]
Affiliation(s)
- Vorasuk Shotelersuk
- Center of Excellence for Medical Genomics, Department of Pediatrics, Faculty of MedicineChulalongkorn University Bangkok Thailand
- Excellence Center for Medical GeneticsKing Chulalongkorn Memorial Hospital, the Thai Red Cross Society Bangkok Thailand
| | - Sissades Tongsima
- National Center for Genetic Engineering and BiotechnologyNational Science and Technology Development Agency Pathum Thani Thailand
| | - Manop Pithukpakorn
- Division of Medical Genetics, Department of MedicineFaculty of Medicine Siriraj Hospital, Mahidol University Bangkok Thailand
- Siriraj Center of Research Excellence in Precision MedicineFaculty of Medicine Siriraj Hospital, Mahidol University Bangkok Thailand
| | - Jakris Eu‐ahsunthornwattana
- Department of Community MedicineFaculty of Medicine Ramathibodi Hospital, Mahidol University Bangkok Thailand
- Division of Medical Genetics and Molecular Medicine, Department of Internal Medicine, Faculty of Medicine Ramathibodi HospitalMahidol University Bangkok Thailand
| | - Surakameth Mahasirimongkol
- Medical Genetics Center, Medical Life Sciences Institute, Department of Medical SciencesMinistry of Public Health Nonthaburi Thailand
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Suriyaprom K, Kaewprasert S, Putpadungwipon P, Namjuntra P, Klongthalay S. Association of antioxidant status and inflammatory markers with metabolic syndrome in Thais. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2019; 38:1. [PMID: 30606264 PMCID: PMC6318924 DOI: 10.1186/s41043-018-0158-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Accepted: 12/06/2018] [Indexed: 05/14/2023]
Abstract
BACKGROUND An oxidant/antioxidant disequilibrium has been suggested as having a role in the pathogenesis of some diseases. Metabolic syndrome (MS) is significantly associated with cardiovascular disease and type 2 diabetes. The pathogenesis of MS is complex and not well understood. The purposes of the present study were to compare enzymatic and non-enzyme antioxidants, anthropometric, hematological, and biochemical findings between subjects with MS and without MS and to evaluate the relationship between antioxidant status and hematological parameters with the components of MS. METHODS Metabolic syndrome was assessed by using the modified National Cholesterol Education Program, Adult Treatment Panel III criteria. Three hundred Thais, 124 with MS and 176 without MS, were included in the study. Each subject was tested for erythrocyte superoxide dismutase (SOD), glutathione peroxidase, (GPX), catalase (CAT), albumin and vitamin C levels, and hematological findings. RESULTS Subjects with MS had lower SOD and CAT levels than those without MS (p < 0.01). Subjects with MS had lower vitamin C and albumin levels than those without MS (p < 0.05). The hematological findings were not significantly different between those with and without MS except the white blood cell (WBC) count which was significantly higher in those with MS. SOD and CAT levels were significantly positively associated with HDL-C levels and negatively associated with components of MS. After adjusting for potential covariates, we found lower SOD and vitamin C levels and higher WBC counts were significantly associated with MS (p < 0.05). CONCLUSIONS These findings suggest an alteration in antioxidant status and an increase in inflammatory markers are associated with MS and its components among Thais; subjects with MS may be more likely to have oxidative stress problems.
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Affiliation(s)
- Kanjana Suriyaprom
- Faculty of Medical Technology, Rangsit University, Paholyothin Road, Pathumthani, 12000, Thailand.
| | - Sarunya Kaewprasert
- Department of Tropical Nutrition and Food Science, Faculty of Tropical Medicine, Mahidol University, 420/6 Rajvithi Road, Rajthevee, Bangkok, 10400, Thailand
| | - Pumpath Putpadungwipon
- Faculty of Medical Technology, Rangsit University, Paholyothin Road, Pathumthani, 12000, Thailand
| | - Pisit Namjuntra
- Faculty of Medical Technology, Rangsit University, Paholyothin Road, Pathumthani, 12000, Thailand
| | - Suwit Klongthalay
- Faculty of Medical Technology, Rangsit University, Paholyothin Road, Pathumthani, 12000, Thailand
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Kongtip P, Nankongnab N, Tipayamongkholgul M, Bunngamchairat A, Yimsabai J, Pataitiemthong A, Woskie S. A Cross-Sectional Investigation of Cardiovascular and Metabolic Biomarkers among Conventional and Organic Farmers in Thailand. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15112590. [PMID: 30463311 PMCID: PMC6267448 DOI: 10.3390/ijerph15112590] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Revised: 11/13/2018] [Accepted: 11/15/2018] [Indexed: 12/11/2022]
Abstract
Pesticide exposure has been implicated as a risk factor for developing a wide range of adverse health issues. Some examples are metabolic syndromes, including diabetes. This study investigated the relationship between current occupational use of pesticides and metabolic and cardiovascular biomarker levels among organic and conventional farmers in Thailand. In total, 436 recruited farmers were divided into two groups: conventional farmers (n = 214) and organic farmers (n = 222). Participants, free of diabetes, were interviewed and submitted to a physical examination. Serum samples were collected for clinical laboratory analyses, i.e., serum glucose and lipid profiles (triglycerides, total cholesterol, high-density lipoproteins, and low-density lipoproteins). Potential risk factors such as smoking, alcohol consumption, and heavy exercise were significantly different between the two groups. There were significant differences in terms of the years of pesticide use, pesticide use at home, sources of drinking water, and distance between the farmers’ homes and farms between the groups. After adjusting for confounders, current conventional farmers had significantly higher abnormal body mass index (BMI), waist circumference, body fat percentage (% body fat), triglyceride, total cholesterol, and low-density lipoprotein values as compared to organic farmers. Conventional farmers had higher risk of many metabolic and cardiovascular risk factors as compared to organic farmers, putting them at higher risk of metabolic diseases in the future.
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Affiliation(s)
- Pornpimol Kongtip
- Department of Occupational Health and Safety, Faculty of Public Health, Mahidol University, 420/1 Rajvidhi Road, Bangkok 10400, Thailand.
- Center of Excellence on Environmental Health and Toxicology, EHT, Bangkok 10400, Thailand.
| | - Noppanun Nankongnab
- Department of Occupational Health and Safety, Faculty of Public Health, Mahidol University, 420/1 Rajvidhi Road, Bangkok 10400, Thailand.
- Center of Excellence on Environmental Health and Toxicology, EHT, Bangkok 10400, Thailand.
| | - Mathuros Tipayamongkholgul
- Department of Epidemiology, Faculty of Public Health, Mahidol University, 420/1 Rajvidhi Road, Bangkok 10400, Thailand.
| | - Ariya Bunngamchairat
- Department of Occupational Health and Safety, Faculty of Public Health, Mahidol University, 420/1 Rajvidhi Road, Bangkok 10400, Thailand.
- Center of Excellence on Environmental Health and Toxicology, EHT, Bangkok 10400, Thailand.
| | - Jutharak Yimsabai
- Buddhachinaraj Phitsanulok, 90 Sithamma traipidok Road, Muang, Phitsanulok 65000, Thailand.
| | - Aranya Pataitiemthong
- Buddhachinaraj Phitsanulok, 90 Sithamma traipidok Road, Muang, Phitsanulok 65000, Thailand.
| | - Susan Woskie
- Department of Public Health, University of Massachusetts Lowell, One University Ave, Lowell, MA 01854-2867, USA.
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16
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Ongsupharn S, Pantasri T, Lattiwongsakorn W, Morakote N. The Association between Oligomenorrhea, Onset of Menopause and Metabolic Syndrome in Thai Postmenopausal Women. J Menopausal Med 2018; 24:100-107. [PMID: 30202759 PMCID: PMC6127020 DOI: 10.6118/jmm.2018.24.2.100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 04/01/2018] [Accepted: 05/09/2018] [Indexed: 12/05/2022] Open
Abstract
Objectives This study explored the association between a history of oligomenorrhea and onset of menopause and metabolic parameters. Methods The study population was 605 postmenopausal women who were patients at the Menopause Clinic, Maharaj Nakorn Chiang Mai Hospital, Chiang Mai, Thailand between February 2015 and December 2015. A questionnaire was used to ask all women about their history of oligomenorrhea. The study also collected medical data, including weight, height, waist circumference, blood pressure, and blood glucose and lipid profile. Results Of the 231 postmenopausal women with a complete data record, 31 had a history of oligomenorrhea and 200 did not. The age of onset of menopause was around 48 years in both groups. Prevalence of metabolic syndrome was 12.1%. More women with a waist circumference larger than 80 cm had a history of oligomenorrhea at the interview than women who had not, but a history of oligomenorrhea did not relate to other metabolic parameters. The adjusted odds ratio of a history of oligomenorrhea to waist circumference was 3.69 (95% confidence interval, 1.17–11.64). Conclusions A history of oligomenorrhea did not affect the age at menopause, but was associated with waist circumference during menopause.
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Affiliation(s)
- Siripen Ongsupharn
- Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.,Division of Reproductive Medicine, Department of Obstetrics and Gynaecology, Faculty of Medicine, Srinakharinwirot University, Nakhon Nayok, Thailand
| | - Tawiwan Pantasri
- Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Worashorn Lattiwongsakorn
- Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Nuntana Morakote
- Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
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Suebsamran P, Pimpak T, Thani P, Chamnan P. The Metabolic Syndrome and Health Behaviors in School Children Aged 13-16 Years in Ubon Ratchathani: UMeSIA Project. Metab Syndr Relat Disord 2018; 16:425-432. [PMID: 30106601 DOI: 10.1089/met.2017.0150] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Although metabolic syndrome (MetS) has become a significant public health problem worldwide, little evidence exists to describe the prevalence of MetS in school children using MetS different classifications, and its association with health-related behaviors. METHODS Using data on 393 children and adolescents aged 13-16 years participating in the Ubon Ratchathani Metabolic Syndrome in Adolescent (UMeSIA) Project, the prevalence of MetS was determined using the International Diabetes Federation (IDF) 2007 definition and other three classifications reported in the previous literature. The prevalence of the MetS was compared across sex, a family history of diabetes, type of schools, and health behaviors using chi-square test. The prevalence of MetS and proportion of abnormalities in MetS components were compared across different MetS classifications using Cochran Q test. RESULTS The prevalence of MetS in Thai school children was 3.1%, 5.8%, 6.9%, and 11.2% when using IDF, Cook's, Ford's, and De Ferranti's classifications respectively (Difference in MetS prevalence across the four MetS classifications, P < 0.001). Using IDF classification, prevalence was higher in male than female students (5.9% and 1.2%, respectively, P < 0.001) and higher in those with a family history of diabetes than those without (8.5% and 2.3%, respectively, P < 0.001). Students from a sports school had considerably lower MetS prevalence than those from conventional schools (1.9% and 3.5% respectively, P < 0.001). Those with MetS spent significantly longer time watching TV than those without (median (interquartile range) time to watch TV 180.0 (120.0, 240.0) and 120.0 (60.0, 180.0) min per day respectively, P = 0.002). CONCLUSIONS The prevalence of MetS in Thai school children was modest and varied greatly when different MetS definitions were applied. Interventions to optimize time spent watching TV and increase physical activity may be beneficial in reducing the risk of the MetS in children and adolescents.
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Affiliation(s)
- Phalakorn Suebsamran
- 1 College of Medicine and Public Health, Ubon Ratchathani University , Ubon Ratchathani, Thailand
| | - Taksin Pimpak
- 1 College of Medicine and Public Health, Ubon Ratchathani University , Ubon Ratchathani, Thailand
| | - Patnapa Thani
- 1 College of Medicine and Public Health, Ubon Ratchathani University , Ubon Ratchathani, Thailand
| | - Parinya Chamnan
- 2 Ubon Ratchathani Provincial Public Health Office , Ubon Ratchathani, Thailand .,3 Cardiometabolic Research Group, Department of Social Medicine, Sanpasithipasong Hospital , Ubon Ratchathani, Thailand
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18
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Sadykova A, Shalkharova ZS, Shalkharova ZN, Sadykova K, Madenbay K, Zhunissova M, Nuskabayeva G, Askarova S, Grjibovski AM. Metabolic syndrome and its components in southern Kazakhstan: a cross-sectional study. Int Health 2018; 10:268-276. [PMID: 29718371 DOI: 10.1093/inthealth/ihy027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Accepted: 03/24/2018] [Indexed: 11/15/2022] Open
Abstract
Background The study aimed to assess the prevalence of metabolic syndrome (MetS) and its components in southern Kazakhstan. Methods A total of 965 adults, ages 20-74 y, participated in a cross-sectional study. MetS was defined using National Education Cholesterol Education Program Adult Treatment Panel III (NCEP), American Heart Association/National Heart, Lung and Blood Institute (AHA) and International Diabetes Federation (IDF) criteria. Social variations in the prevalence of components of MetS were assessed using Poisson regression. Results Among women, the prevalence of MetS was 17.9% (95% confidence interval [CI] 14.7-21.1), 25.8% (95% CI 22.5-29.1) and 21.8% (95% CI 18.5-25.2) for the NCEP, AHA and IDF criteria, respectively (European standard population). The corresponding data for men were 15.3% (95% CI 10.7-19.9), 26.6% (95% CI 21.2-32.9) and 23.9% (95% CI 18.6-29.2). Abdominal obesity was the most prevalent component of MetS among women (74.3%), followed by hyperglycaemia (26.5%) and diastolic hypertension (25.5%), while for men the three most common components were abdominal obesity (70.7%), systolic hypertension (44.4%) and diastolic hypertension (40.0%). Secondary education was associated with a higher prevalence of abdominal obesity in both men (1.3 [95% CI 1.0-1.6]) and women (1.2 [95% CI 1.1-1.4]). Unmarried men were less likely to be obese (odds ratio 0.5 [95% CI 0.3-0.9]). Conclusions The distribution of components of MetS in southern Kazakhstan is different from other parts of the European World Health Organization region and varies across genders.
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Affiliation(s)
- Assel Sadykova
- International Kazakh-Turkish University, 29 B.Sattarkhanov Ave., Turkestan, Kazakhstan
| | - Zhanar S Shalkharova
- Kazakh Medical University of Continuous Education, 34 Manasa St., Almaty, Kazakhstan
| | - Zhanat N Shalkharova
- International Kazakh-Turkish University, 29 B.Sattarkhanov Ave., Turkestan, Kazakhstan
| | - Karlygash Sadykova
- International Kazakh-Turkish University, 29 B.Sattarkhanov Ave., Turkestan, Kazakhstan
| | - Kamshat Madenbay
- International Kazakh-Turkish University, 29 B.Sattarkhanov Ave., Turkestan, Kazakhstan
| | - Mira Zhunissova
- International Kazakh-Turkish University, 29 B.Sattarkhanov Ave., Turkestan, Kazakhstan
| | - Gulnaz Nuskabayeva
- International Kazakh-Turkish University, 29 B.Sattarkhanov Ave., Turkestan, Kazakhstan
| | - Saltanat Askarova
- International Kazakh-Turkish University, 29 B.Sattarkhanov Ave., Turkestan, Kazakhstan
| | - Andrej M Grjibovski
- Northern State Medical University, 51 Troitsky Ave., Arkhangelsk, Russia.,North-Eastern Federal University, 58 Belinsky St., Yakutsk, Russia
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19
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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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20
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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: 0.2] [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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21
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Nutritional status of Onges of Little Andaman Island - Current state and the change over the last fifteen years. HOMO-JOURNAL OF COMPARATIVE HUMAN BIOLOGY 2018; 69:29-36. [PMID: 29728256 DOI: 10.1016/j.jchb.2018.03.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Accepted: 02/02/2018] [Indexed: 11/22/2022]
Abstract
Onges, an indigenous vulnerable tribe, inhabit the Little Andaman Island. Study undertaken during 1997, recorded high prevalence of undernutrition among children. Subsequently, food rationing was modified by Andaman and Nicobar administration. In the present study, health and nutritional status of this tribe was assessed in 2013 after a gap of 15 years. All individuals in the tribe were included. Various health parameters, viz, nutritional anthropometry, haemoglobin level, fasting sugar, lipids and intestinal parasites were investigated. Prevalence of stunted growth and underweight among children of 0-5 years was 86.4%. Severe underweight were more prevalent (40%), as compared to those recorded 15 years ago (10%), and the difference was statistically significant (P < 0.05). There has been a substantial improvement in the overall nutritional status of children in the age group of <18 years. The prevalence of wasting has halved and that of stunting and wasting has come down to one-third of that observed in 1997. Prevalence of anaemia significantly declined from 87% in 1997 to 51% 15 years later.
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Thiabpho C, Changbumrung S, Soonthornworasiri N, Yoddumnern-Attig B, Thaboot P, Nissayan P, Kwanbunjan K. Intensive lifestyle modification program on weight loss and metabolic syndrome risk reduction among obese women in rural areas of Thailand. JOURNAL OF HEALTH RESEARCH 2018. [DOI: 10.1108/jhr-05-2018-022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Purpose
The purpose of this paper is to examine the effect of the intensive lifestyle modification program on weight and metabolic syndrome risk reduction in rural obese women who have no underlying non-communicable diseases in Thailand.
Design/methodology/approach
A randomized controlled trial was conducted. In total, 60 healthy obese women aged 30-50 years were recruited and randomly assigned to either the intervention (n=30) or control (n=30) group after health screening. Tailored nutritional counseling, health education and exercise training were included in the lifestyle modification program. Behavioral modification techniques were also incorporated. The intervention was conducted weekly for the first eight weeks, then biweekly until week 16.
Findings
The student’s t-test was used to compare mean difference between groups. The total weight loss in the intervention group (n=29) was significantly higher, 7.6±2.9 kg, compared with the control group (n=30) who lost 0.7±1.4 kg (p<0.001). The intervention group lost weight 10.2 percent from baseline which was significantly higher than that in the control group (p<0.001). Systolic and diastolic blood pressures, fasting blood sugar, and waist circumference were significantly improved. Triglyceride levels slightly improved while high density lipoprotein cholesterol was slightly lowered. The intervention group showed a statistical reduction in abnormal components of metabolic syndrome compared with the control group, with the relative risk=0.24, 95% confidence interval=0.072-0.791, and p=0.018.
Originality/value
Compatibility of the program activities conducted by a health professional who had achieved healthy weight loss and accepted as a role model was a key to achieving effective weight loss and metabolic syndrome risk reduction in obese women in rural areas. The program should be integrated into the conventional practice of health care centers.
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Karuwanarint P, Phonrat B, Tungtrongchitr A, Suriyaprom K, Chuengsamarn S, Schweigert FJ, Tungtrongchitr R. Vitamin D-binding protein and its polymorphisms as a predictor for metabolic syndrome. Biomark Med 2018; 12:465-473. [PMID: 29504805 DOI: 10.2217/bmm-2018-0029] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
AIM To investigate the relationship of vitamin D-binding protein (GC) and genetic variation of GC (rs4588, rs7041 and rs2282679) with metabolic syndrome (MetS) in the Thai population. MATERIALS & METHODS GC-globulin concentrations were measured by quantitative western blot analysis in 401 adults. All participants were genotyped using TaqMan allelic discrimination assays. RESULTS GC-globulin levels were significatly lower in MetS subjects than in control subjects, in which significant negative correlations of GC-globulin levels with systolic blood pressure, glucose and age were found. Male participants who carried the GT genotype for rs4588 showed an increased risk of MetS compared with the GG wild-type (odds ratio: 3.25; p = 0.004). CONCLUSION GC-globulin concentrations and variation in GC rs4588 were supported as a risk factor for MetS in Thais.
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Affiliation(s)
- Piyaporn Karuwanarint
- Department of Tropical Nutrition & Food Science, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Benjaluck Phonrat
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Anchalee Tungtrongchitr
- Department of Parasitology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Kanjana Suriyaprom
- Faculty of Medical Technology, Rangsit University, Pathumthani, Thailand
| | - Somlak Chuengsamarn
- Division of Endocrinology & Metabolism, Faculty of Medicine, HRH Princess Maha Chakri Sirindhorn Medical Center Srinakharinwirot University, Nakornnayok, Thailand
| | - Florian J Schweigert
- Institute of Nutrition Science, Department of Physiology & Pathophysiology of Nutrition, University of Potsdam, Germany
| | - Rungsunn Tungtrongchitr
- Department of Tropical Nutrition & Food Science, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
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Pinyopornpanish K, Thanamee S, Jiraporncharoen W, Thaikla K, McDonald J, Aramrattana A, Angkurawaranon C. Sexual health, risky sexual behavior and condom use among adolescents young adults and older adults in Chiang Mai, Thailand: findings from a population based survey. BMC Res Notes 2017; 10:682. [PMID: 29202883 PMCID: PMC5715516 DOI: 10.1186/s13104-017-3055-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 11/30/2017] [Indexed: 11/10/2022] Open
Abstract
Background Sexual health is one of the key dimensions of health across all ages. Understanding risky sexual behaviors remains an important area of public health research. This study aimed to explore sexual health, risky sexual behaviors and factors associated with recent condom use as condom use is considered a main intervention proven to reduce negative health consequences of risky sexual behaviors, specifically related to sexually transmitted infections and unintended pregnancies. A stratified two-stage cluster sampling technique survey was conducted in Chiang Mai, Thailand. Information was obtained about age of first sexual intercourse, sexual activity, condom use, number of partners and history of drug/alcohol use prior to sexual activities within the past 3 months. A weighted analysis was performed to account for data clustering. Results It is estimated that most men (93%) and women (86%) in Chiang Mai have engaged in sexual intercourse. More than 70% of the people in Chiang Mai over age 30 remained sexually active in the past 3 months, even for populations over age 50. Eight percent of male teenagers reported having more than one sexual partner in the past 3 months. Regular condom use was reported in less than 5% of the population (6.6% men and 3.1% women). Conclusions Our study demonstrated that sexual health is an important public health issue across all age groups. Condom use has been promoted as one way to minimize and prevent unintended consequences of sexual behavior but overall use remains low. Electronic supplementary material The online version of this article (10.1186/s13104-017-3055-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kanokporn Pinyopornpanish
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Sanhapan Thanamee
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Wichuda Jiraporncharoen
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Kanittha Thaikla
- Research Institute for Health Sciences, Chiang Mai University, Chiang Mai, 50200, Thailand
| | | | - Apinun Aramrattana
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand
| | - Chaisiri Angkurawaranon
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, 50200, Thailand.
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Lopes-Vicente WRP, Rodrigues S, Cepeda FX, Jordão CP, Costa-Hong V, Dutra-Marques ACB, Carvalho JC, Alves MJNN, Bortolotto LA, Trombetta IC. Arterial stiffness and its association with clustering of metabolic syndrome risk factors. Diabetol Metab Syndr 2017; 9:87. [PMID: 29090024 PMCID: PMC5657069 DOI: 10.1186/s13098-017-0286-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Accepted: 10/14/2017] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Metabolic syndrome (MetS) is associated with structural and functional vascular abnormalities, which may lead to increased arterial stiffness, more frequent cardiovascular events and higher mortality. However, the role played by clustering of risk factors and the combining pattern of MetS risk factors and their association with the arterial stiffness have yet to be fully understood. Age, hypertension and diabetes mellitus seem to be strongly associated with increased pulse wave velocity (PWV). This study aimed at determining the clustering and combining pattern of MetS risk factors and their association with the arterial stiffness in non-diabetic and non-hypertensive patients. METHODS Recently diagnosed and untreated patients with MetS (n = 64, 49 ± 8 year, 32 ± 4 kg/m2) were selected, according to ATP III criteria and compared to a control group (Control, n = 17, 49 ± 6 year, 27 ± 2 kg/m2). Arterial stiffness was evaluated by PWV in the carotid-femoral segment. Patients were categorized and analyzed according MetS risk factors clustering (3, 4 and 5 factors) and its combinations. RESULTS Patients with MetS had increased PWV when compared to Control (7.8 ± 1.1 vs. 7.0 ± 0.5 m/s, p < 0.001). In multivariate analysis, the variables that remained as predictors of PWV were age (β = 0.450, p < 0.001), systolic blood pressure (β = 0.211, p = 0.023) and triglycerides (β = 0.212, p = 0.037). The increased number of risk factors reflected in a progressive increase in PWV. When adjusted to systolic blood pressure, PWV was greater in the group with 5 risk factors when compared to the group with 3 risk factors and Control (8.5 ± 0.4 vs. 7.5 ± 0.2, p = 0.011 and 7.2 ± 0.3 m/s, p = 0.012). Similarly, the 4 risk factors group had higher PWV than the Control (7.9 ± 0.2 vs. 7.2 ± 0.3, p = 0.047). CONCLUSIONS The number of risk factors seems to increase arterial stiffness. Notably, besides age and increased systolic blood pressure, alterations in the triglycerides worsened the stiffness of large vessels, emphasizing the importance in addressing this risk factor in MetS patients.
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Affiliation(s)
- Wanda R. P. Lopes-Vicente
- Universidade Nove de Julho (UNINOVE), Programa de Pós Graduação em Medicina, Rua Vergueiro 235/249, São Paulo, CEP 01504-001 Brazil
| | - Sara Rodrigues
- Heart Institute (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Felipe X. Cepeda
- Heart Institute (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Camila Paixão Jordão
- Heart Institute (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Valéria Costa-Hong
- Heart Institute (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - Jefferson C. Carvalho
- Heart Institute (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Maria Janieire N. N. Alves
- Heart Institute (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Luiz A. Bortolotto
- Heart Institute (InCor), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Ivani C. Trombetta
- Universidade Nove de Julho (UNINOVE), Programa de Pós Graduação em Medicina, Rua Vergueiro 235/249, São Paulo, CEP 01504-001 Brazil
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26
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Angkurawaranon C, Wisetborisut A, Rerkasem K, Seubsman SA, Sleigh A, Doyle P, Nitsch D. Early life urban exposure as a risk factor for developing obesity and impaired fasting glucose in later adulthood: results from two cohorts in Thailand. BMC Public Health 2015; 15:902. [PMID: 26376960 PMCID: PMC4572635 DOI: 10.1186/s12889-015-2220-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 09/03/2015] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Obesity and obesity related conditions, driven by processes such as urbanization and globalization, are contributing to pronounced cardiovascular morbidity and mortality in developing countries. There is limited evidence on the influence of living in an urban environment in early life on obesity and obesity related conditions later in life in developing countries such as Thailand. METHODS We used data from two cohort studies conducted in Thailand, the Thai Cohort Study (TCS) and the Chiang Mai University (CMU) Health Worker Study, to investigate the association between early life urban (vs rural) exposure and the later development of obesity. We additionally explored the association between early life urban exposure and impaired fasting glucose in adulthood using data from the CMU Health Worker Study. RESULTS Among 48,490 adults from the TCS, 9.1 % developed obesity within 4 years of follow-up. Among 1,804 initially non-obese adults from CMU Health worker study, 13.6 % developed obesity within 5 years of follow-up. Early life urban exposure was associated with increased risk of developing obesity in adulthood in both cohorts. Adjusting for age and sex, those who spent their early lives in urban areas were 1.21 times more likely to develop obesity in the TCS (OR 1.21, 95 % CI 1.12 to 1.31) and 1.65 times more likely in the CMU Health Worker study (OR 1.65, 95 % CI 1.23 to 2.20). These associations remained significant despite adjustment for later life urban exposure and current household income. No evidence for an association was found for impaired fasting glucose. CONCLUSIONS Early life urban exposure was associated with increased risk of developing obesity in adulthood. These findings support public health intervention programs to prevent obesity starting from early ages.
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Affiliation(s)
- Chaisiri Angkurawaranon
- Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, WC1E 7HT, London, UK.
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
| | - Anawat Wisetborisut
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
| | - Kittipan Rerkasem
- Department of Surgery, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
| | - Sam-Ang Seubsman
- Faculty of Human Ecology, Sukhothai Thammathirat Open University, Nonthaburi, Thailand.
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia.
| | - Adrian Sleigh
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia.
| | - Pat Doyle
- Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, WC1E 7HT, London, UK.
| | - Dorothea Nitsch
- Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, WC1E 7HT, London, UK.
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Jeenduang N, Porntadavity S, Nuinoon M, Horpet D, Thepkwan N, Thaworn P, Theanmontri S. Studies of the CETP TaqIB and ApoE Polymorphisms in Southern Thai Subjects with the Metabolic Syndrome. Biochem Genet 2015; 53:184-99. [DOI: 10.1007/s10528-015-9680-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 05/12/2015] [Indexed: 02/07/2023]
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Jeenduang N, Porntadavity S, Wanmasae S. Combined PCSK9 and APOE polymorphisms are genetic risk factors associated with elevated plasma lipid levels in a Thai population. Lipids 2015; 50:543-53. [PMID: 25899039 DOI: 10.1007/s11745-015-4017-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Accepted: 03/27/2015] [Indexed: 11/25/2022]
Abstract
Proprotein convertase subtilisin/kexin type 9 (PCSK9) and apolipoprotein E (ApoE) play a key role in the regulation of lipid metabolism. We aimed to investigate the effects of PCSK9 (R46L, I474V, and E670G) and APOE polymorphisms on lipid levels in a Southern Thai population. A total of 495 participants (307 urban, 188 rural) were recruited for the study. Anthropometric and biochemical variables were evaluated. PCSK9 and APOE polymorphisms were analyzed using PCR-RFLP. The 46L urban male carriers had significantly higher diastolic blood pressure (DBP) and fasting blood sugar compared with non-carriers. In contrast, the 46L urban female carriers had significantly lower total cholesterol (TC) and LDL-C levels compared with non-carriers. The 474V rural female carriers had significantly lower HDL-C levels than non-carriers. The 670G urban female carriers showed significantly higher TC and LDL-C levels compared with non-carriers. APOE4 carriers had increased TC and LDL-C levels relative to APOE3 carriers in the urban males. APOE2 carriers had decreased TC and/or LDL-C levels compared with APOE3 carriers in urban males and females. A significant trend of increased TC and LDL-C levels was observed in non-APOE4-PCSK9 670EE carriers to APOE4-PCSK9 670EG carriers in urban subjects. In summary, R46L, I474V, and E670G may be genetic risk factors for cardiovascular disease (CVD) in urban males, rural females, and urban females, respectively. In contrast, R46L had a favorable lipid profiles that may protect against CVD in urban females. The combination of PCSK9 E670G and APOE polymorphisms may represent an independent factor for the determination of lipid levels.
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Affiliation(s)
- Nutjaree Jeenduang
- School of Allied Health Sciences and Public Health, Walailak University, 222 Thaiburi, Thasala, Nakhon Si Thammarat, 80161, Thailand,
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Associations of Resistin Levels with Resistin Gene Polymorphism and Metabolic Syndrome in Thais. J Med Biochem 2015; 34:170-178. [PMID: 28356829 PMCID: PMC4922327 DOI: 10.2478/jomb-2014-0034] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 02/14/2014] [Indexed: 01/14/2023] Open
Abstract
Background Metabolic syndrome (MS) is a clinical constellation comprising risk factors associated with developing cardiovascular disease and type 2 diabetes. Resistin has been suggested as a linkage between obesity, inflammation and type 2 diabetes. This study aimed to investigate resistin concentrations and hematological-biochemical parameters in MS subjects and controls, and to determine whether two resistin gene (RETN) polymorphisms (−420C>G & +299G>A) are linked to resistin levels and MS among Thais. Methods This case-control study was performed with 322 Thai volunteers: 160 MS subjects and 162 controls. Anthropometric parameters and hematological-biochemical variables were determined. The RETN −420C>G (rs1862513) and +299G>A (rs3745367) polymorphisms were genotyped by PCR-RFLP technique. Results The resistin levels of the MS group were significantly higher than those of the control group. Resistin levels were positively correlated with anthropometric parameters and WBC count in the MS group. According to RETN −420C>G polymorphism, MS subjects with the G allele (CG/GG) (3.9 μg/L) had significantly higher resistin concentrations than in subjects with the CC genotype (2.4 μg/L); with regard to RETN +299G>A polymorphism, carriers with the A allele (GA/AA) (3.8 μg/L) had significantly higher resistin levels than subjects with the GG genotype (2.7 μg/L), after adjusting for potential covariates. However, the RETN −420C>G and +299G>A polymorphisms were not found to be associated with MS, hematological-biochemical parameters and anthropometric variables. Conclusions These findings suggest resistin levels are linked with MS and the RETN −420C>G and +299G>A polymorphisms have impacted the circulating resistin concentrations. However, these two RETN polymorphisms probably do not influence susceptibility to MS among Thais.
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Aekplakorn W, Chailurkit LO, Ongphiphadhanakul B. Relationship of serum bisphenol A with diabetes in the Thai population, National Health Examination Survey IV, 2009. J Diabetes 2015; 7:240-9. [PMID: 24720399 DOI: 10.1111/1753-0407.12159] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Revised: 03/12/2014] [Accepted: 04/02/2014] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Epidemiological studies of the association between bisphenol A (BPA) exposure and diabetes have been inconsistent. The present study determined serum BPA concentrations in the Thai population and their association with hyperglycemia and diabetes. METHODS In all, 2581 serum samples from the Thai National Health Examination Survey (2009) were used to determine BPA levels. Impaired fasting glucose (IFG) was defined as fasting plasma glucose ≥100 and <126 mg/dL. Diabetes was defined as a history of a physician's diagnosis or fasting plasma glucose ≥126 mg/dL. Multinomial logistic regression was used to examine the association of serum BPA with IFG and diabetes. RESULTS Of 2581 samples tested, BPA was detected in 2135 samples (weighted percentage 78.1%), with a geometric mean concentration of 0.34 ng/mL BPA. Serum BPA levels were significantly higher among those with diabetes or IFG compared with normoglycemic individuals (0.52 and 0.38 vs 0.33 ng/mL, respectively; P < 0.001). After adjusting for potential confounders, compared with the first quartile (≤0.071 ng/mL), the overall adjusted odds ratios (OR) of serum BPA concentration in the third and fourth quartiles (0.319-0.745 and ≥0.746 ng/mL, respectively) for IFG were 1.72 (95% confidence interval [CI] 1.19, 2.49) and 1.23 (95% CI 0.80, 1.89), respectively; for diabetes, the adjusted OR were 1.88 (95% CI 1.18, 2.99) and 1.83 (95% CI 1.12, 2.95), respectively, with a slightly stronger association among men than in women. CONCLUSIONS Serum BPA concentrations were not associated with IFG, but were positively associated with diabetes in the Thai population. Further prospective studies are needed to confirm the relationship.
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Affiliation(s)
- Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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31
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Dietary pattern and metabolic syndrome in thai adults. J Nutr Metab 2015; 2015:468759. [PMID: 25699190 PMCID: PMC4325199 DOI: 10.1155/2015/468759] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 12/24/2014] [Accepted: 01/11/2015] [Indexed: 12/21/2022] Open
Abstract
Objectives. To determine the dietary patterns of middle-aged Thais and their association with metabolic syndrome (MetS). Methods. The Thai National Health Examination Survey IV data of 5,872 participants aged ≥30–59 years were used. Dietary patterns were obtained by factor analysis and their associations with Mets were examined using multiple logistic regression. Results. Three major dietary patterns were identified. The first, meat pattern, was characterized by a high intake of red meat, processed meat, and fried food. The second, healthy pattern, equated to a high intake of beans, vegetables, wheat, and dairy products. The third, high carbohydrate pattern, had a high intake of glutinous rice, fermented fish, chili paste, and bamboo shoots. Respondents with a healthy pattern were more likely to be female, higher educated, and urban residents. The carbohydrate pattern was more common in the northeast and rural areas. Compared with the lowest quartile, the highest quartile of carbohydrate pattern was associated with MetS (adjusted odds ratio: 1.82; 95% CI 1.31, 2.55 in men and 1.60; 95% CI 1.24, 2.08 in women), particularly among those with a low level of leisure time physical activity (LTPA). Conclusion. The carbohydrate pattern with low level of LTPA increased the odds of MetS.
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The intake of energy and selected nutrients by thai urban sedentary workers: an evaluation of adherence to dietary recommendations. J Nutr Metab 2014; 2014:145182. [PMID: 25525512 PMCID: PMC4267465 DOI: 10.1155/2014/145182] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Revised: 11/04/2014] [Accepted: 11/05/2014] [Indexed: 12/20/2022] Open
Abstract
Rapid changes in Thailand's nutrition and lifestyles have led to increasing diet-related pathologies among people with sedentary occupations. This study examines the extent to which the dietary intake of nutrients and energy by a sample of Thai sedentary workers conforms to the Thai Dietary Reference Intakes (Thai DRIs). The nutrients and energy intake estimates were based on self-reported information collected with a single 24-hour dietary recall and nonweighed 2-day food record. The study participants were Thai adults aged 20-50 years employed in sedentary occupations. A convenience sample of 215 healthy individuals (75 males and 140 females) was based on four randomly selected worksites in the Bangkok metropolitan area. For male participants, the study found a median energy intake of 1,485 kcal/day, with 54.4% of energy coming from carbohydrate, 15.9% from protein, and 29.6% from fat. Females' median energy intake was 1,428 kcal/day, 56% of which came from carbohydrate, 16.2% from protein, and 28.6% from fat. Both genders showed insufficient intake of fiber and most micronutrients. This study provides the material for preventive public health interventions focusing on nutrition-related diseases affecting Thailand's rapidly growing sedentary workforce.
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Urban environments and obesity in southeast Asia: a systematic review, meta-analysis and meta-regression. PLoS One 2014; 9:e113547. [PMID: 25426942 PMCID: PMC4245122 DOI: 10.1371/journal.pone.0113547] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2014] [Accepted: 10/29/2014] [Indexed: 01/21/2023] Open
Abstract
Many environmental factors contribute to the rise in prevalence of obesity in populations but one key driver is urbanization. Countries in Southeast (SE) Asia have undergone rapid changes in urbanization in recent decades. The aim of this study is to provide a systematic review of studies exploring the relationship between living in an urban or rural environment (urbanicity) and obesity in Southeast Asia. In particular, the review will investigate whether the associations are uniform across countries and ages, and by sex. The literature search was conducted up to June 2014 using five databases: EMBASE, PubMed, GlobalHealth, DigitalJournal and Open Grey. Forty-five articles representing eight of the eleven countries in SE Asia were included in the review. The review found a consistent positive association between urbanicity and obesity in countries of Southeast Asia, in all age groups and both genders. Regional differences between the associations are partly explained by gross national income (GNI). In countries with lower GNI per capita, the association between urbanicity and obesity was greater. Such findings have implications for policy makers. They imply that population level interventions need to be country or region specific, tailored to suit the current stage of economic development. In addition, less developed countries might be more vulnerable to the negative health impact of urbanization than more developed countries.
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Pedroza-Tobias A, Trejo-Valdivia B, Sanchez-Romero LM, Barquera S. Classification of metabolic syndrome according to lipid alterations: analysis from the Mexican National Health and Nutrition Survey 2006. BMC Public Health 2014; 14:1056. [PMID: 25300324 PMCID: PMC4288637 DOI: 10.1186/1471-2458-14-1056] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Accepted: 09/23/2014] [Indexed: 01/09/2023] Open
Abstract
Background There are 16 possible Metabolic Syndrome (MS) combinations out of 5 conditions (glucose intolerance, low levels of high-density lipoprotein Cholesterol (HDL-C), high triglycerides, high blood pressure and abdominal obesity), when selecting those with at least three. Studies suggest that some combinations have different cardiovascular risk. However evaluation of all 16 combinations is complex and difficult to interpret. The purpose of this study is to describe and explore a classification of MS groups according to their lipid alterations. Methods This is a cross-sectional study with data from the Mexican National Health and Nutrition Survey 2006. Subjects (n = 5,306) were evaluated for the presence of MS; four mutually-exclusive MS groups were considered: mixed dyslipidemia (altered triglycerides and HDL-C), hypoalphalipoproteinemia: (normal triglycerides but low HDL-C), hypertriglyceridemia (elevated triglycerides and normal HDL-C) and without dyslipidemia (normal triglycerides and HDL-C). A multinomial logistic regression model was fitted in order to identify characteristics that were associated with the groups. Results The most frequent MS group was hypoalphalipoproteinemia in females (51.3%) and mixed dyslipidemia in males (43.5%). The most prevalent combination of MS for both genders was low HDL-C + hypertension + abdominal obesity (20.4% females, 19.4% males). The hypoalphalipoproteinemia group was characteristic of women and less developed areas of the country. The group without dyslipidemia was more frequent in the highest socioeconomic level and less prevalent in the south of the country. The mixed dyslipidemia group was characteristic of men, and the Mexico City region. Conclusions A simple system to classify MS based on lipid alterations was useful to evaluate prevalences by diverse biologic and sociodemographic characteristics. This system may allow prevention and early detection strategies with emphasis on population-specific components and may serve as a guide for future studies on MS and cardiovascular risk.
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Affiliation(s)
| | | | | | - Simon Barquera
- Instituto Nacional de Salud Publica, Cuernavaca, Morelos, México.
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35
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Sy RG, Llanes EJB, Reganit PFM, Castillo-Carandang N, Punzalan FER, Sison OT, Khaing NEE, Poulton R, Woodward M, Tai ES. Socio-demographic factors and the prevalence of metabolic syndrome among filipinos from the LIFECARE cohort. J Atheroscler Thromb 2014; 21 Suppl 1:S9-17. [PMID: 24452117 DOI: 10.5551/jat.21_sup.1-s9] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Metabolic syndrome(MetS) is an aggregation of multiple metabolic risk factors shown to lead to the development of cardiovascular disease. The International Diabetes Federation(IDF) and the modified National Cholesterol Education Program Adult Treatment Panel Ⅲ(mNCEP) criteria are used in identifying MetS. This report will determine the prevalence of MetS and its component risk factors of the Philippine cohort of the LIFE course study in CARdiovascular disease Epidemiology(LIFECARE). METHODS Our study recruited 3,072 participants aged 20-50 years old from Metro Manila and four nearby provinces. Baseline anthropometric and clinical parameters were measured. Prevalence of MetS and its component factors were determined. Associations with socio-demographic factors were determined. RESULTS The prevalence of MetS was 19.7% and 25.6% by IDF and mNCEP, respectively(kappa 0.83). Both were associated with increasing age, urban residence, and employed status. It was higher in females by IDF and in males by mNCEP. IDF missed 40% of males and 10% of females identified with MetS by mNCEP. More males were identified by the mNCEP as MetS despite relatively normal waist circumference. CONCLUSION MetS is common in the Philippines among older, educated, and urban residents. The mNCEP criteria identified more MetS than the IDF criteria.
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Affiliation(s)
- Rody G Sy
- Department of Medicine, University of the Philippines (U.P.) - Philippine General Hospital (P.G.H.)
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Kokpol C, Aekplakorn W, Rajatanavin N. Prevalence and characteristics of metabolic syndrome in South-East Asian psoriatic patients: a case-control study. J Dermatol 2014; 41:898-902. [PMID: 25201476 DOI: 10.1111/1346-8138.12614] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Accepted: 07/31/2014] [Indexed: 12/12/2022]
Abstract
The prevalence of metabolic syndrome in Asian psoriatic patients compared with that of the general population shows variable results. This study aimed to examine the association between psoriasis and metabolic syndrome in a Thai population. This case-control study included 199 psoriatic patients and 199 controls matched for sex and age from the general Thai population. There were 111 men (55.8%) and 88 women (44.2%) in both the psoriatic and control groups. The mean age (± standard deviation) of both groups was 50.04 ± 13.81 and 49.96 ± 14.39 years (P = 0.91), respectively. The majority of psoriatic cases (82.9%) were of plaque type. The prevalence of metabolic syndrome was significantly higher in psoriatic patients than in the general population at 49.25% versus 30.65%. After controlling for age, sex, smoking and alcohol drinking the odds ratio was 2.25 (P < 0.0001). The metabolic components which were significantly higher in the cases than controls included hyperglycemia, high blood pressure (HBP) and abdominal obesity. No statistically significant difference was found between the cases and controls regarding prevalence of obesity, hypertriglyceridemia and low high-density lipoprotein cholesterol. Thai psoriatic patients had a higher prevalence of metabolic syndrome than the general population. In conclusion, the prevalence of HBP, hyperglycemia and abdominal obesity was significantly higher in cases than in controls.
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Affiliation(s)
- Chayada Kokpol
- Division of Dermatology, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Prevalence of Dyslipidemia and Management in the Thai Population, National Health Examination Survey IV, 2009. J Lipids 2014; 2014:249584. [PMID: 24800083 PMCID: PMC3985300 DOI: 10.1155/2014/249584] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Accepted: 02/25/2014] [Indexed: 11/17/2022] Open
Abstract
This study determined the prevalence and management of dyslipidemia in Thai adults using data from the Thai National Health Examination Survey IV in 2009. Dyslipidemia was defined based on the Third Adult Treatment Panel guidelines. A total of 19,021 adults aged 20 yr and over were included. Mean (SE) levels of total cholesterol, HDL-C, LDL-C, and triglycerides were 206.4 (1.03), 46.9 (0.34), 128.7 (1.09), and 131.4 (2.20) mg/dL, respectively. Prevalence of high LDL-C, low HDL-C, and high triglycerides were 29.6 %, 47.1 %, and 38.6%, respectively. Compared with individuals in the north and northeast, residents in Bangkok and Central region had significant higher levels of LDL-C but lower level of HDL-C. Triglyceride level was the highest in the northeast residents. Overall, 66.5% of Thais had some forms of dyslipidemia. Awareness and treatment of high LDL-C among those with high LDL-C were 17.8% and 11.7%, respectively. Among individuals aware of high LDL-C, those at highest CHD risk compared with those at low risk had higher percentage of treatment (73.1% versus 51.7%, resp.) but lower percentage of control at goal (32.9% versus 76.4%, resp.). Various forms of dyslipidemia are common in Thai adults, with a low level of awareness and treatment of high LDL-C.
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Xu S, Ming J, Yang C, Gao B, Wan Y, Xing Y, Zhang L, Ji Q. Urban, semi-urban and rural difference in the prevalence of metabolic syndrome in Shaanxi province, northwestern China: a population-based survey. BMC Public Health 2014; 14:104. [PMID: 24484601 PMCID: PMC3910226 DOI: 10.1186/1471-2458-14-104] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Accepted: 01/31/2014] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The ongoing rapid urbanization in China offers rural population opportunities not only for economic improvement but also for substantial health risks. Albeit some researches related to rural-urban difference of metabolic syndrome (MS), there lacks studies focusing on this point in undeveloped provinces in China. METHODS The survey, as part of China National Diabetes and Metabolic disorders Study, was conducted in Shaanxi province from June 2007 to May 2008. A total of 3,297 adults aged 20 years or older were included, of which 1,467 individuals were from urban areas, 839 from semi-urban areas, and 890 from rural areas. The MS was defined according to the 2009 Joint Interim Statement. RESULTS The age-standardized prevalence of MS was significant higher in rural residents than in urban counterparts (29.0% vs. 25.9%, P = 0.017), in particular among females (30.2% vs. 24.4%, P = 0.003). After adjusted for the listed risk factors, rural residents had a 27.6% increased risk of having MS than urban residents. With respect to MS components, the crude prevalence of raised fasting glucose and raised blood pressure was significantly greater in rural than in urban participants. However, no significant difference in the prevalence of MS was observed between semi-urban and urban participants. CONCLUSIONS Rural residents in Shaanxi province, northwest China, were at increased risk of MS, which could be partly explained by sociodemographic and lifestyle differences. In addition, the gap between urban and semi-urban areas seemed to be minimized in related to MS prevalence. Much more attention should be paid to and intervention strategies were needed to address the rural-urban disparities in China.
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Affiliation(s)
| | | | | | | | | | | | | | - Qiuhe Ji
- Department of Endocrinology, Xijing Hospital, Fourth Military Medical University, 169 Changle Road West, Xi'an 710032, China.
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Suwanwela NC. Stroke epidemiology in Thailand. J Stroke 2014; 16:1-7. [PMID: 24741559 PMCID: PMC3961816 DOI: 10.5853/jos.2014.16.1.1] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Revised: 11/29/2013] [Accepted: 11/29/2013] [Indexed: 11/11/2022] Open
Abstract
Stroke is a major health burden in Thailand. It is the leading cause of death and long term disability in both men and women. Despite the improvement of healthcare system, the mortality rate of stroke is still increasing during the past 5 years. The incidence of stroke in Thailand is now being studied in a large population based cohort. The prevalence of stroke is estimated to be 1.88% among adults 45 years and older. Stroke is more prevalent in men than in women and the mean age of stroke onset is 65 years. Hypertension, diabetes, dyslipidemia, metabolic syndrome, and atrial fibrillation are major risk factors of stroke in the Thai population. Evolution from predominantly rural to urbanized industrial communities result in the increasing prevalence of these risk factors. Similar to other parts of the world, ischemic stroke is the most common stroke type but the proportion of hemorrhagic stroke is higher when compared to Caucasian populations. Among patients with ischemic stroke, lacunar stroke is most common, accounting for almost half followed by atherosclerotic disease. Intracranial atherosclerosis is also prevalent in Thai population. For acute treatment, intravenous thrombolysis has been used in Thailand for over 20 years. Its cost is reimbursed by the national health care system but its use is still limited. With the introduction of the stroke fast track system, prompt stroke treatment across the country is warranted. Stroke unit is now the standard of care in large regional and provincial hospitals.
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Affiliation(s)
- Nijasri C Suwanwela
- Division of Neurology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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Aekplakorn W, Inthawong R, Kessomboon P, Sangthong R, Chariyalertsak S, Putwatana P, Taneepanichskul S. Prevalence and trends of obesity and association with socioeconomic status in Thai adults: National Health Examination Surveys, 1991-2009. J Obes 2014; 2014:410259. [PMID: 24757561 PMCID: PMC3976913 DOI: 10.1155/2014/410259] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2013] [Accepted: 02/05/2014] [Indexed: 11/23/2022] Open
Abstract
We determined the prevalence of obesity in Thai adults aged 20 and over in 2009 and examined trends of body mass index (BMI) between 1991 and 2009. Data from Thai National Health Examination Survey for 19,181 adults in 2009 and 64,480 adults between 1991 and 2004 were used to calculate age-adjusted mean and prevalence. Logistic regression was used to examine the association of obesity with education level. In 2009, age-adjusted prevalence of obesity classes I (BMI 25-29.9 kg/m(2)) and II (BMI ≥30 kg/m(2)) in Thai adults aged ≥20 years were 26.0% and 9.0%, respectively. Compared with primary education, the odds of obesity class I were highest in men with university education. For women, the odds of obesity classes I and II were highest in those with primary education. BMI significantly increased from 21.6 kg/m(2) in men and 22.8 kg/m(2) in women in 1991 to 23.3 kg/m(2) and 24.4 kg/m(2) in 2009, respectively. The average BMI increases per decade were highest in men with secondary education (1.0 kg/m(2), P < 0.001) and in women with primary education with the same rate. There were increasing trends in BMI with slight variation by SES groups in Thai men and women during 1991-2009.
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Affiliation(s)
- Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rama VI Road, Rajdhevi, Bangkok 10400, Thailand
- National Health Examination Survey Office, Nonthaburi 11000, Thailand
- *Wichai Aekplakorn:
| | | | | | - Rassamee Sangthong
- Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | | | - Panwadee Putwatana
- Ramathibodi School of Nursing, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
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Sherpa LY, Deji, Stigum H, Chongsuvivatwong V, Nafstad P, Bjertness E. Prevalence of metabolic syndrome and common metabolic components in high altitude farmers and herdsmen at 3700 m in Tibet. High Alt Med Biol 2013; 14:37-44. [PMID: 23537259 DOI: 10.1089/ham.2012.1051] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES To estimate the prevalence of metabolic syndrome, its associated factors and components in 30-80-year-old Tibetans living at high altitude. METHOD Multistage sampling of 692 participants. We used IDF criteria for estimation of the metabolic syndrome, and a questionnaire based on the WHO MONICA protocol. RESULTS The prevalence of metabolic syndrome was 8.2% (Confidence interval (CI):6.1-10.2) while the common components were: fasting hyperglycemia 57.5% (53.8-61.1); abdominal obesity 46% (42.2-49.7); and high blood pressure 37% (33.4-40.5). Metabolic syndrome was significantly lower for males, those with higher education and physical activity >2000 Kcal/week. Self awareness, treatment and control were low for both diabetes and lipid abnormality. CONCLUSION The overall prevalence of metabolic syndrome in high altitude farmers and herdsmen in Tibet was lower compared to other high altitude natives, while its components (hyperglycemia, obesity, and high blood pressure) were higher than in other high altitude communities. Implications of the findings of high prevalence of smoking (among men), obesity, and hypertension and low rates of awareness, treatment, and control of the components of the metabolic syndrome among rural highlanders propels the need for health programs targeting risk factors.
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Affiliation(s)
- Lhamo Y Sherpa
- Section for Preventive Medicine and Epidemiology, Department of Community Medicine, Institute of Health and Society, University of Oslo, Oslo, Norway.
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Chang CL, Lee PT, Chang WT, Chang CS, Chen JH, Tsai LM, Wu CH, Liu PY. The interplay between inflammation, physical activity and metabolic syndrome in a remote male geriatric community in Southern Taiwan: the Tianliao Old People (TOP) study 03. Diabetol Metab Syndr 2013; 5:60. [PMID: 24499542 PMCID: PMC3852799 DOI: 10.1186/1758-5996-5-60] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2013] [Accepted: 10/10/2013] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Both physical activity and inflammation are important in the pathophysiology of metabolic syndrome (MetS). Our study aim is to explore their associations in an elderly male (≥ 65 years old) cohort. METHODS We enrolled 309 elderly male residents (mean age: 74.4 ± 6.0 years) in a remote southern Taiwan community. The physical activity was recorded by a standard questionnaire. A high-sensitivity C-reactive protein (hsCRP) level > 3.0 mg/L indicated a high inflammatory status. RESULTS The total prevalence rate of MetS was 27.8% in this male geriatric cohort. Median hsCRP levels were significantly higher in the MetS group (1.60 ± 0.7 vs. 1.0 ± 0.3 mg/L, p < 0.01), and the risk of elevated hsCRP increased with escalating MetS components (p for trend < 0.001). The non-MetS group had higher amount of median weekly physical activity (183.1 ± 19.0 vs. 173.5 ± 10.6 MET-hr/week, p = 0.029), which was also higher among those with lower hsCRP levels (186.1 ± 14.1 vs. 167.8 ± 38.5 MET-hr/week, p = 0.013). Multivariate analysis showed that higher body mass index (ORs: 1.527, 95% CI: 1.319-1.768, p < 0.01) insulin (OR: 1.128, 95% CI: 1.045-1.218, p < 0.01) and physical activity (ORs: 0.997, 95% IC: 0.994-0.999, p < 0.05) were independent predictors of MetS, but not hsCRP level (p > 0.05). CONCLUSIONS Reduced physical activity was one major pathophysiological MetS factor in our Asian geriatric participants.
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Affiliation(s)
- Chia-Ling Chang
- College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Po-Tseng Lee
- Division of Cardiology, Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- Institute of Clinical Medicine, National Cheng Kung University, Tainan, Taiwan
- Internal Medicine, National Cheng Kung University Hospital Dou-Liou Branch, Yun-Lin County, Taiwan
| | - Wei-Ting Chang
- Division of Cardiology, Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- Institute of Clinical Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chin-Sung Chang
- Institute of Clinical Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Family Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Jyh-Hong Chen
- Division of Cardiology, Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Liang-Miin Tsai
- Division of Cardiology, Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Chih-Hsing Wu
- Department of Family Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Ping-Yen Liu
- Division of Cardiology, Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- Institute of Clinical Medicine, National Cheng Kung University, Tainan, Taiwan
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Pimenta AM, Felisbino-Mendes MS, Velasquez-Melendez G. Clustering and combining pattern of metabolic syndrome components in a rural Brazilian adult population. SAO PAULO MED J 2013; 131:213-9. [PMID: 24141291 PMCID: PMC10871831 DOI: 10.1590/1516-3180.2013.1314326] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2012] [Revised: 06/26/2011] [Accepted: 11/26/2012] [Indexed: 12/19/2022] Open
Abstract
CONTEXT AND OBJECTIVE Metabolic syndrome is characterized by clustering of cardiovascular risk factors such as obesity, dyslipidemia, insulin resistance, hyperinsulinemia, glucose intolerance and arterial hypertension. The aim of this study was to estimate the probability of clustering and the combination pattern of three or more metabolic syndrome components in a rural Brazilian adult population. DESIGN AND SETTING This was a cross-sectional study conducted in two rural communities located in the Jequitinhonha Valley, Minas Gerais, Brazil. METHODS The sample was composed of 534 adults (both sexes). Waist circumference, blood pressure and demographic, lifestyle and biochemical characteristics were assessed. The prevalences of metabolic syndrome and its components were estimated using the definitions of the National Cholesterol Education Program - Adult Treatment Panel III. A binomial distribution equation was used to evaluate the probability of clustering of metabolic syndrome components. The statistical significance level was set at 5% (P < 0.05). RESULTS Metabolic syndrome was more frequent among women (23.3%) than among men (6.5%). Clustering of three or more metabolic syndrome components was greater than expected by chance. The commonest combinations of three metabolic syndrome components were: hypertriglyceridemia + low levels of HDL-c + arterial hypertension and abdominal obesity + low levels of HDL-c + arterial hypertension; and of four metabolic syndrome components: abdominal obesity + hypertriglyceridemia + low levels of HDL-c + arterial hypertension. CONCLUSION The population studied presented high prevalence of metabolic syndrome among women and clustering of its components greater than expected by chance, suggesting that the combination pattern was non-random.
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Affiliation(s)
- Adriano Marçal Pimenta
- Department of Maternal and Child Nursing and Public Health, School of Nursing, Universidade Federal de Minas Gerais, Belo HorizonteMinas Gerais, Brazil
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Ethnic differences in the prevalence of metabolic syndrome: results from a multi-ethnic population-based survey in Malaysia. PLoS One 2012; 7:e46365. [PMID: 23029497 PMCID: PMC3460855 DOI: 10.1371/journal.pone.0046365] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2012] [Accepted: 08/29/2012] [Indexed: 12/18/2022] Open
Abstract
Introduction The prevalence of metabolic syndrome is increasing disproportionately among the different ethnicities in Asia compared to the rest of the world. This study aims to determine the differences in the prevalence of metabolic syndrome across ethnicities in Malaysia, a multi-ethnic country. Methods In 2004, we conducted a national cross-sectional population-based study using a stratified two-stage cluster sampling design (N = 17,211). Metabolic syndrome was defined according to the International Diabetes Federation/National Heart, Lung and Blood Institute/American Heart Association (IDF/NHLBI/AHA-2009) criteria. Multivariate models were used to study the independent association between ethnicity and the prevalence of the metabolic syndrome. Results The overall mean age was 36.9 years, and 50.0% participants were female. The ethnic distribution was 57.0% Malay, 28.5% Chinese, 8.9% Indian and 5.0% Indigenous Sarawakians. The overall prevalence of the metabolic syndrome was 27.5%, with a prevalence of central obesity, raised triglycerides, low high density lipoprotein cholesterol, raised blood pressure and raised fasting glucose of 36.9%, 29.3%, 37.2%, 38.0% and 29.1%, respectively. Among those <40 years, the adjusted prevalence ratios for metabolic syndrome for ethnic Chinese, Indians, and Indigenous Sarawakians compared to ethnic Malay were 0.81 (95% CI 0.67 to 0.96), 1.42 (95% CI 1.19 to 1.69) and 1.37 (95% CI 1.08 to 1.73), respectively. Among those aged ≥40 years, the corresponding prevalence ratios were 0.86 (95% CI 0.79 to 0.92), 1.25 (95% CI 1.15 to 1.36), and 0.94 (95% CI 0.80, 1.11). The P-value for the interaction of ethnicity by age was 0.001. Conclusions The overall prevalence of metabolic syndrome in Malaysia was high, with marked differences across ethnicities. Ethnic Chinese had the lowest prevalence of metabolic syndrome, while ethnic Indians had the highest. Indigenous Sarawakians showed a marked increase in metabolic syndrome at young ages.
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