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Fu M, Yang D, Luo Y, Zou Y. Dietary patterns and metabolic syndrome amongst adult residents: A cross-sectional study in a rapidly urbanized Southern Chinese city. Medicine (Baltimore) 2024; 103:e39692. [PMID: 39331942 PMCID: PMC11441884 DOI: 10.1097/md.0000000000039692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 08/23/2024] [Indexed: 09/29/2024] Open
Abstract
We aimed to investigate and summarize dietary patterns and explore the association between dietary patterns and metabolic syndrome (MS) and its components among adult residents in a rapidly urbanized city. We employed a multi-stage random sampling method to select 1000 adult residents who underwent a comprehensive survey, including questionnaires, physical examinations, and laboratory tests. The diagnosis of metabolic syndrome was made when the participant met 3 or more of the 5 criteria outlined in the "2017 Chinese Guidelines for the Prevention and Treatment of Type 2 diabetes." Factor analysis and a nonconditioned logistic regression model were used. Nine hundred seventy-five participants with a mean (SD) age of 41.08 (11.06) were included. The prevalence of metabolic syndrome was 19.4% (n = 189). Significant differences were observed between the MS and non-MS groups in terms of patient characteristics in terms of sex (P < .001), age (P < .001), education (P < .001), marital status (P = .025), smoking (P < .001), and alcohol consumption (P = .044). Three dietary patterns were summarized: traditional, coastal, and meat. The coastal pattern was associated with a significantly lower prevalence of MS (P < .001), elevated blood pressure (P < .001), and high triglyceride levels (P = .03). However, in the multivariate analysis, we found no significant associations between dietary patterns and MS or its components after adjusting the demographic characteristics and behaviors, even when the P-value was close to .05. In this study, we did not find an association between dietary patterns and MS and its components after adjusting covariates as much as possible in Pingshan, Shenzhen, a rapidly urbanized city, but underscore the potential health benefits of the coastal dietary pattern, which highlights the importance of conducting further research for a comprehensive understanding.
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Affiliation(s)
- Maozhen Fu
- Shenzhen Pingshan District Center for Disease Control and Prevention, Shenzhen, China
| | - Dandan Yang
- Department of Global Health, Center of Health Management, School of Public Health, Wuhan University, Wuhan, China
| | - Yan Luo
- Shenzhen Pingshan District Center for Disease Control and Prevention, Shenzhen, China
| | - Yuliang Zou
- Department of Global Health, Center of Health Management, School of Public Health, Wuhan University, Wuhan, China
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Rahmawati ND, Andriani H, Wirawan F, Farsia L, Waits A, Karim Taufiqurahman KA. Body mass index as a dominant risk factor for metabolic syndrome among indonesian adults: a 6-year prospective cohort study of non-communicable diseases. BMC Nutr 2024; 10:43. [PMID: 38438946 PMCID: PMC10913611 DOI: 10.1186/s40795-024-00856-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 02/21/2024] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND Non-communicable diseases (NCDs), notably cardiovascular disease and type 2 diabetes mellitus, are largely driven by metabolic syndrome (MetS), a cluster of critical risk factors. Despite extensive research, the progression of MetS, especially in Indonesia, has received limited attention. This research tracks adult MetS risk dynamics in a populous Bogor District cohort, providing crucial insights into its evolving nature. METHODS This prospective open cohort study analysed secondary data from the Special Research - Cohort Study of Non-Communicable Diseases by the Ministry of Health, Republic of Indonesia from 2011 to 2018. The final sample was 1,376 Indonesian adult participants, all residents of Bogor District. MetS outcome, dietary assessment, physical activity, and biomarkers were analysed every two consecutive years. RESULTS The risk of overweight and obese participants developing MetS was 2.4 and 4.4 times higher, respectively (95% CI: 1.176-3.320 and 3.345-5.740) than those with body mass index (BMI) in the normal range. Participants who reported less intentional physical exercise had a MetS risk 1.5 times higher (95% CI: 1.034-2.109) than those with more intentional physical exercise. The role of diet is also significant, evidenced by a 30% reduction in MetS risk for people with fat intakes in the 2nd quartile compared to the 1st quartile (95% CI: 0.505-0.972). Meanwhile, a carbohydrate intake in the 2nd quartile increased the risk of MetS 1.5 times (95% CI: 1.063-2.241) in comparison with the 1st quartile. CONCLUSIONS Notably, participants with underweight BMI exhibited the highest cumulative survival of MetS, while those with obese BMI recorded the lowest cumulative survival. There is an urgent need for strategic interventions to enhance the existing early detection and NCD monitoring program. This involves a targeted focus on promoting a community-based healthy lifestyle in the Bogor District. The study emphasizes the importance of tailored public health measures to address specific risk factors identified in the local context, aiming to mitigate the prevalence and impact of MetS in the population.
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Affiliation(s)
- Nurul Dina Rahmawati
- Department of Public Health Nutrition, Faculty of Public Health, Universitas Indonesia, 16424, Depok, West Java, Indonesia
| | - Helen Andriani
- Department of Health Policy and Administration, Faculty of Public Health, Universitas Indonesia, 16424, Depok, West Java, Indonesia.
| | - Fadila Wirawan
- Department of Public Health Nutrition, Faculty of Public Health, Universitas Indonesia, 16424, Depok, West Java, Indonesia
| | - Latifah Farsia
- Department of Public Health Nutrition, Faculty of Public Health, Universitas Indonesia, 16424, Depok, West Java, Indonesia
| | - Alexander Waits
- Institute of Public Health, School of Medicine, National Yang-Ming Chiao Tung University, Taipei, 112, Taiwan
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Sharma S, Bhonde R. Dilemma of Epigenetic Changes Causing or Reducing Metabolic Disorders in Offsprings of Obese Mothers. Horm Metab Res 2023; 55:665-676. [PMID: 37813098 DOI: 10.1055/a-2159-9128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/11/2023]
Abstract
Maternal obesity is associated with fetal complications predisposing later to the development of metabolic syndrome during childhood and adult stages. High-fat diet seems to influence individuals and their subsequent generations in mediating weight gain, insulin resistance, obesity, high cholesterol, diabetes, and cardiovascular disorder. Research evidence strongly suggests that epigenetic alteration is the major contributor to the development of metabolic syndrome through DNA methylation, histone modifications, and microRNA expression. In this review, we have discussed the outcome of recent studies on the adverse and beneficial effects of nutrients and vitamins through epigenetics during pregnancy. We have further discussed about the miRNAs altered during maternal obesity. Identification of new epigenetic modifiers such as mesenchymal stem cells condition media (MSCs-CM)/exosomes for accelerating the reversal of epigenetic abnormalities for the development of new treatments is yet another aspect of the present review.
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Affiliation(s)
- Shikha Sharma
- Institute for Stem Cell Science and Regenerative Medicine, Bangalore, India
| | - Ramesh Bhonde
- Stem Cells and Regenerative Medicine, Dr. D. Y. Patil Vidyapeeth Pune (Deemed University), Pune, India
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Nouri-Keshtkar M, Shojaei Shahrokhabadi M, Ghaheri A, Hosseini R, Ketabi H, Farjam M, Chen DG, Rezaeian M, Homayounfar R, Tahamtani Y, Totonchi M. Role of gender in explaining metabolic syndrome risk factors in an Iranian rural population using structural equation modelling. Sci Rep 2023; 13:16007. [PMID: 37749166 PMCID: PMC10520016 DOI: 10.1038/s41598-023-40485-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/10/2023] [Indexed: 09/27/2023] Open
Abstract
Many factors can lead to an increase in the prevalence of metabolic syndrome (MetS) in different populations. Using an advanced structural equation model (SEM), this study is aimed to determine the most important risk factors of MetS, as a continuous latent variable, using a large number of males and females. We also aimed to evaluate the interrelations among the associated factors involved in the development of MetS. This study used data derived from the Fasa PERSIAN cohort study, a branch of the PERSIAN cohort study, for participants aged 35 to 70 years with 10,138 males and females. SEM was used to evaluate the direct and indirect effects, as well as gender effects of influencing factors. Results from the SEM showed that in females most changes in MetS are described by waist circumference (WC), followed by hypertension (HP) and triglyceride (TG), while in males most changes in MetS are described by WC, followed by TG then fasting blood glucose (FBG). Results from the SEM confirmed the gender effects of social status on MetS, mediated by sleep and controlled by age, BMI, ethnicity and physical activity. This study also shows that the integration of TG and WC within genders could be useful as a screening criterion for MetS in our study population.
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Affiliation(s)
- Marjan Nouri-Keshtkar
- Department of Developmental Biology, University of Science and Culture, Tehran, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | | | - Azadeh Ghaheri
- Department of Basic and Population Based Studies in NCD, Reproductive Epidemiology Research Center, Royan Institute, ACECR, Tehran, Iran
| | - Roya Hosseini
- Department of Basic and Population Based Studies in NCD, Reproductive Epidemiology Research Center, Royan Institute, ACECR, Tehran, Iran
- Department of Andrology, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Hassan Ketabi
- Mobile Telecommunication Company of Iran, Tehran, Iran
| | - Mojtaba Farjam
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran
| | - Ding-Geng Chen
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Department of statistics, University of Pretoria, Pretoria, South Africa
| | - Mehdi Rezaeian
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran
| | - Reza Homayounfar
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran.
- National Nutrition and Food Technology Research Institute, Faculty of Nutrition and Food Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Yaser Tahamtani
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran.
- Department of Basic and Population Based Studies in NCD, Reproductive Epidemiology Research Center, Royan Institute, ACECR, Tehran, Iran.
| | - Mehdi Totonchi
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran.
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Bilog NC, Mekoulou Ndongo J, Bika Lele EC, Guessogo WR, Assomo-Ndemba PB, Ahmadou, Etaga NB, Mbama Biloa YJ, Bindi JGBN, Temfemo A, Mandengue SH, Guyot J, Dupré C, Barth N, Bongue B, Etoundi Ngoa LS, Ayina Ayina CN. Prevalence of metabolic syndrome and components in rural, semi-urban and urban areas in the littoral region in Cameroon: impact of physical activity. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2023; 42:95. [PMID: 37697395 PMCID: PMC10496244 DOI: 10.1186/s41043-023-00415-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 07/09/2023] [Indexed: 09/13/2023]
Abstract
BACKGROUND Living areas in developing countries impact seriously lifestyle by modifying energy consumption and energy expenditure. Thus, urbanization is associated with less practice of physical activity (PA), a leading cause of metabolic syndrome (MetS) which prevalence vary in African countries. The present study aimed to assess the effect of PA on MetS according to urbanization level in the littoral region, Cameroon. METHODS A cross-sectional study was conducted in three geographical settings (urban, semi-urban, and rural) in the littoral region in Cameroon. A total of 879 participants were included (urban: 372, semi-urban: 195 and rural: 312). MetS was defined according to the International Federation of Diabetes 2009. The level of PA was assessed using the Global Physical Activity questionnaire. RESULTS Low level of PA was (P < 0.0001) reported in urban (54.5%), semi-urban (28.7%) and rural (16.9%) and high level in rural area (77.9%). The prevalence of MetS was higher in urban areas (37.2%), then rural (36.8%) and finally semi-urban (25.9%). Hyperglycemia (p = 0.0110), low HDL-c (p < 0.0001) and high triglyceridemia (p = 0.0068) were most prevalent in urban residents. Participants with low level of PA were at risk of MetS (OR: 1.751, 95% CI 1.335-2.731, p = 0.001), hyperglycemia (OR: 1.909, 95% CI 1.335-2.731, p = 0.0004) abdominal obesity(OR: 2.007, 95% CI 1.389-2.900, p = 0.0002), low HDL-c (OR: 1.539, 95% CI 1.088-2.179, p = 0.014) and those with moderate level of PA were protected against high blood pressure(OR: 0.452, 95% CI 0.298-0.686, p = 0.0002) and compared to those with high level of PA. Urban dwellers were at the risk of MetS compared to rural residents (OR: 1.708, 95% CI. 1.277-2.285, p = 0.003) and protected against high blood pressure (OR:0.314, 95% CI 0.212-0.466, p < 0.0001), abdominal obesity (OR: 0.570, 95% CI 0.409-0.794, p = 0.0009), and low HDL-c (OR: 0.725, 95% CI 0.534-0.983, p = 0.038) compared to rural residents. CONCLUSIONS MetS was more prevalent in urban dwellers and was associated with a low level of PA.
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Affiliation(s)
- Nadine Carole Bilog
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
| | - Jerson Mekoulou Ndongo
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
| | - Elysée Claude Bika Lele
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
| | - Wiliam Richard Guessogo
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
- National Institute for Youth and Sports Yaounde, University of Yaounde I, Yaounde, Cameroon
| | - Peguy Brice Assomo-Ndemba
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
- Department of Physiology, Faculty of Medicine and Biomedical Sciences, University of Yaounde I, Yaounde, Cameroon
| | - Ahmadou
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
| | - Noel Babayana Etaga
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
| | | | - Josiane Gertrude Bwegne Ngasse Bindi
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
| | - Abdou Temfemo
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
- Faculty of Medicine and Pharmaceutical Sciences, University of Douala, Douala, Cameroon
| | - Samuel Honoré Mandengue
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon
- Faculty of Medicine and Pharmaceutical Sciences, University of Douala, Douala, Cameroon
| | - Jessica Guyot
- Mines Saint-Etienne, INSERM, SAINBIOSE U1059, 42023, Saint-Étienne, France
| | - Caroline Dupré
- Mines Saint-Etienne, INSERM, SAINBIOSE U1059, 42023, Saint-Étienne, France
| | - Nathalie Barth
- Mines Saint-Etienne, INSERM, SAINBIOSE U1059, 42023, Saint-Étienne, France
| | - Bienvenu Bongue
- Mines Saint-Etienne, INSERM, SAINBIOSE U1059, 42023, Saint-Étienne, France
| | - Laurent Serge Etoundi Ngoa
- Department of Animal Science, Higher Teacher's Training College, University of Yaoundé I, Yaounde, Cameroon
| | - Clarisse Noel Ayina Ayina
- Department of Biology of Animal Organisms, Faculty of Science, University of Douala, Douala, Cameroun.
- Exercise and Sport Physiology Unit, Faculty of Science, University of Douala, Douala, Cameroon.
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Hernandez-Martinez J, González-Castillo C, Herrera-Valenzuela T, Muñoz-Vásquez C, Magnani Branco BH, Valdés-Badilla P. Association between Physical Activity Habits with Cardiometabolic Variables, Body Composition, and Physical Performance in Chilean Older Women. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6688. [PMID: 37681828 PMCID: PMC10487564 DOI: 10.3390/ijerph20176688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 08/24/2023] [Accepted: 08/29/2023] [Indexed: 09/09/2023]
Abstract
This study aimed to associate physical activity habits with cardiometabolic variables (blood pressure, fasting glucose, HDL cholesterol, and triglycerides), body composition (body fat percentage and fat-free mass), and physical performance (handgrip strength (HGS), timed up-and-go (TUG), and walking speed) in Chilean older women. An analytical cross-sectional study analyzed 179 older women with a mean age of 75.4 years distributed into physically inactive (PI) older women (n = 74) and physically active (PA) older women (n = 105). A logistic regression showed that PI older women presented an increased risk of hyperglycemia (OR = 4.70; p = 0.000), high blood pressure (OR = 3.83; p = 0.000), low HDL cholesterol levels (OR = 2.13; p = 0.03), hypertriglyceridemia (OR = 2.54; p = 0.01), excess body fat percentage (OR = 4.33; p = 0.000), low fat-free mass (OR = 2.22; p = 0.02), low HGS in their dominant hand (OR = 3.37; p = 0.001) and non-dominant hand (OR = 3.60; p = 0.0001), and poor performance in TUG (OR = 5.60; p = 0.000) and walking speed (OR = 5.52; p = 0.000). In conclusion, physical inactivity was associated with increased cardiometabolic risk, excess body fat percentage, lower fat-free mass, and poorer physical performance in Chilean older women. At the same time, PA older women showed a lower cardiometabolic risk, better body composition, and better physical performance than PI older women.
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Affiliation(s)
- Jordan Hernandez-Martinez
- Department of Physical Activity Sciences, Universidad de Los Lagos, Osorno 5290000, Chile;
- Programa de Investigación en Deporte, Sociedad y Buen Vivir, Universidad de los Lagos, Osorno 5290000, Chile
| | | | - Tomás Herrera-Valenzuela
- Department of Physical Activity, Sports and Health Sciences, Faculty of Medical Sciences, Universidad de Santiago de Chile (USACH), Santiago 8370003, Chile;
| | - Cristopher Muñoz-Vásquez
- Programa de Prevención y Rehabilitación Cardiovascular, CESFAM Dr. Juan Carlos Baeza Bustos, Departamento de Salud San Clemente, San Clemente 3520000, Chile;
- Programa de Magíster en Ciencias de la Actividad Física, Facultad de Ciencias de la Educación, Universidad Católica del Maule, Talca 3480094, Chile
| | | | - Pablo Valdés-Badilla
- Department of Physical Activity Sciences, Faculty of Education Sciences, Universidad Católica del Maule, Talca 3530000, Chile
- Sports Coach Career, School of Education, Universidad Viña del Mar, Viña del Mar 2520000, Chile
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Konikowska K, Bombała W, Szuba A, Różańska D, Regulska-Ilow B. A High-Quality Diet, as Measured by the DASH Score, Is Associated with a Lower Risk of Metabolic Syndrome and Visceral Obesity. Biomedicines 2023; 11:biomedicines11020317. [PMID: 36830853 PMCID: PMC9953672 DOI: 10.3390/biomedicines11020317] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/19/2023] [Accepted: 01/20/2023] [Indexed: 01/24/2023] Open
Abstract
The current study was designed to examine the relationship between diet quality, as measured by the Dietary Approaches to Stop Hypertension (DASH) score, and the prevalence of metabolic syndrome (MetS) and its components. The study was cross-sectional in design and enrolled 535 people, including 215 with MetS and 320 without MetS. Using a validated food frequency questionnaire, the DASH diet quality score was counted. The mean age of the MetS group and control subjects was 58.48 ± 14.65 and 58.33 ± 9.26 years, respectively. The study showed that the MetS group had a significantly lower mean total DASH score than the control group (23.13 ± 5.44 vs. 24.62 ± 5.07, p = 0.0023). In addition, it was found that an increase in the total DASH score was associated with a lower risk of MetS (odds ratio [OR] = 0.95, 95% confidence interval [CI] = 0.91-0.99, p = 0.009). In the correlation analysis of the total population, a better-quality diet (higher DASH score) was positively correlated with high-density lipoprotein cholesterol (HDL-c), and negatively correlated with triglyceride (TG) concentration and waist circumference. It was also found that an increase in the total DASH score was associated with a lower risk of abdominal obesity (OR = 0.93, 95% CI = 0.88-0.99, p = 0.017). The results from the analyzed data highlight the potential benefits of following a healthy diet such as DASH.
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Affiliation(s)
- Klaudia Konikowska
- Department of Dietetics and Bromatology, Wroclaw Medical University, Borowska Street 211, 50-556 Wroclaw, Poland
- Correspondence: ; Tel.: +48-71-784-02-64
| | - Wojciech Bombała
- Statistical Analysis Center, Wroclaw Medical University, Marcinkowski Street 2-6, 50-368 Wroclaw, Poland
| | - Andrzej Szuba
- Department of Angiology, Hypertension and Diabetology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland
| | - Dorota Różańska
- Department of Dietetics and Bromatology, Wroclaw Medical University, Borowska Street 211, 50-556 Wroclaw, Poland
| | - Bożena Regulska-Ilow
- Department of Dietetics and Bromatology, Wroclaw Medical University, Borowska Street 211, 50-556 Wroclaw, Poland
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Kwon DH, Cho YG, Park HA, Koo HS. The Difference in the Prevalence of Metabolic Syndrome According to Meeting Guidelines for Aerobic Physical Activity and Muscle-Strengthening Exercise: A Cross-Sectional Study Performed Using the Korea National Health and Nutrition Examination Survey, 2014-2019. Nutrients 2022; 14:nu14245391. [PMID: 36558550 PMCID: PMC9785122 DOI: 10.3390/nu14245391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 12/08/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
Physical activity and muscle strengthening are essential for preventing and managing metabolic syndrome. This study was conducted to investigate the relationship between the prevalence of metabolic syndrome and meeting the guidelines for aerobic physical activity (APA), muscle strengthening exercise (MSE), and combined exercise. We used data from 22,467 Koreans aged 40 years or older, who participated in in the Korea National Health and Nutrition Examination Survey (KNHANES) 2014-2019. We used the Global Physical Activity Questionnaire (GPAQ) to measure physical activity and surveyed frequency of MSE through a questionnaire. Metabolic syndrome was defined according to the American heart association and the National Heart, Lung, and Blood Institute. Compared with none exercise group, odds ratios of APA, MSE, and combined exercise group (CEG) on metabolic syndrome prevalence were 0.85 (95% confidence interval (CI), 0.74-0.98), 0.81 (95% CI, 0.67-0.99), and 0.65 (95% CI, 0.54-0.78) among men, respectively. Among women, ORs of APA, MSE, and CEG were 0.83 (95% CI, 0.73-0.93), 0.73 (95% CI, 0.58-0.91), and 0.74 (95% CI, 0.58-0.93), respectively. This study showed that meeting guidelines for APA and MSE was associated with lower prevalence of metabolic syndrome. Furthermore, subjects who met both APA and MSE had the lowest metabolic syndrome prevalence.
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Affiliation(s)
- Du Ho Kwon
- Department of Health Care Management, Aerospace Medical Center, Cheongju 28187, Republic of Korea
| | - Young Gyu Cho
- Department of Family Medicine, Seoul Paik Hospital, Inje University College of Medicine, Seoul 04551, Republic of Korea
- Correspondence: ; Tel.: +82-2-2270-0097
| | - Hyun Ah Park
- Department of Family Medicine, Seoul Paik Hospital, Inje University College of Medicine, Seoul 04551, Republic of Korea
| | - Ho Seok Koo
- Department of Internal Medicine, Seoul Paik Hospital, Inje University College of Medicine, Seoul 04551, Republic of Korea
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Lee J. Associations of Relative Handgrip Strength and Aerobic and Strength Exercises with Metabolic Syndrome Prevalence. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14646. [PMID: 36429358 PMCID: PMC9690189 DOI: 10.3390/ijerph192214646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 10/27/2022] [Accepted: 11/05/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND The purpose of this study was to investigate associations of relative handgrip strength and participation in aerobic and strength exercises with metabolic syndrome prevalence. Moreover, level of handgrip strength, exercise frequency, and types of participation in aerobic and strength exercises associated with reductions in metabolic syndrome prevalence were explored. METHODS This study relied on data from the Korean National Health and Nutrition Examination Survey, 2018, specifically data on handgrip strength level, aerobic and strength exercise levels, and metabolic syndrome prevalence. Aerobic exercise level was categorized as either moderate physical activity (>150 min/week) or vigorous physical activity (>75 min/week) or not engaging in those levels of exercise. Frequency of strength exercise was also recorded. Multivariate logistic regression analyses were used for data analysis. RESULTS A total 4836 adults were included in this study. Greater relative handgrip strength in both female and male adults was significantly associated with reduced metabolic syndrome prevalence. Levels of aerobic and strength exercise participation were higher in adults with greater relative handgrip strength. Aerobic and strength exercise participation was significantly associated with decreased metabolic syndrome prevalence in males, but the association was not significant in females. CONCLUSIONS The relative handgrip strength may instead be a marker of lower metabolic syndrome risk, and an increased participation in aerobic and strength exercise helps to reduce the risk of metabolic syndrome. Suggested exercises for female adults include light aerobic exercise such as walking and strength exercise including weight-bearing exercise and stair climbing.
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Affiliation(s)
- Junga Lee
- Graduate School of Sport Science, Kyung Hee University, Global Campus, Seoul 17104, Korea
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Nandhini R, Nath B, Gaikwad HS, Sharma M, Meena S. Metabolic Syndrome and Its Components: A Cross-Sectional Analysis of Its Distribution among Pre- and Post-Menopausal Women from Northern India. J Midlife Health 2022; 13:310-316. [PMID: 37324787 PMCID: PMC10266565 DOI: 10.4103/jmh.jmh_38_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 11/05/2022] [Accepted: 02/02/2023] [Indexed: 06/17/2023] Open
Abstract
Aim This study aims to determine the prevalence of Metabolic Syndrome (MS) and recognize its abnormal components in pre and postmenopausal women. We also aim to recognize the abnormal components in postmenopausal women with regard to duration since menopause. Materials and Methods The cross-sectional study was undertaken among pre- and post-menopausal women between 40 and 65 years. Women with MS were identified as per the modified National Cholesterol Education Program Adult Treatment Panel III. Results A total of 220 women were enrolled comprising 112 premenopausal and 108 postmenopausal women, the prevalence of MS among them being 33% and 51.85%, respectively. Postmenopausal status was found to be independently associated with MS when adjusted for potential confounders (adjusted odds ratios = 14.77, 95% confidence intervals: 1.77-23.33). All the components were proportionately higher in postmenopausal group, the rise in blood pressure (BP) (P = 0.003) and low high-density lipoprotein (HDL) (0.027) being statistically significant. The risk of MS, abdominal obesity, and high BP were highest in <5 years since menopause and decreased thereafter. The risk for low HDL and high triglyceride increased with the number of years since menopause, reaching the peak level in the 5-9-year group and then decreased while the risk of high fasting blood sugar increased reaching peak in the 10-14 years' group. Conclusion The prevalence of MS is significantly high in postmenopausal women. Screening of women in premenopausal period will give an opportunity to intervene and prevent the menace of MS in Indian women predisposed to abdominal obesity, insulin resistance, and cardiovascular adverse events.
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Affiliation(s)
- R. Nandhini
- Department of Obstetrics and Gynaecology, Saveetha Medical College and Hospital, Chennai, Tamil Nadu, India
| | - Banashree Nath
- Department of Obstetrics and Gynaecology, All India Institute of Medical Sciences, Raebareli, Uttar Pradesh, India
| | - Harsha S. Gaikwad
- Department of Obstetrics and Gynaecology, VMMC and Safdarjung Hospital, New Delhi, India
| | - Manjula Sharma
- Department of Obstetrics and Gynaecology, VMMC and Safdarjung Hospital, New Delhi, India
| | - Snehlata Meena
- Department of Obstetrics and Gynaecology, All India Institute of Medical Sciences, Raebareli, Uttar Pradesh, India
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Arifin H, Chou KR, Ibrahim K, Fitri SUR, Pradipta RO, Rias YA, Sitorus N, Wiratama BS, Setiawan A, Setyowati S, Kuswanto H, Mediarti D, Rosnani R, Sulistini R, Pahria T. Analysis of Modifiable, Non-Modifiable, and Physiological Risk Factors of Non-Communicable Diseases in Indonesia: Evidence from the 2018 Indonesian Basic Health Research. J Multidiscip Healthc 2022; 15:2203-2221. [PMID: 36213176 PMCID: PMC9532265 DOI: 10.2147/jmdh.s382191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/19/2022] [Indexed: 12/08/2022] Open
Affiliation(s)
- Hidayat Arifin
- Department of Medical and Surgical Nursing, Faculty of Nursing, Universitas Padjadjaran, Bandung, Indonesia
- School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan, Republic of China
- Correspondence: Hidayat Arifin, Department of Medical Surgical Nursing, Faculty of Nursing, Universitas Padjadjaran, Jl. Raya Bandung-Sumedang, KM. 21, Hegarmanah, Jatinangor, Sumedang, West Java, 45363, Indonesia, Tel +62 811 3194 433, Email
| | - Kuei-Ru Chou
- School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan, Republic of China
| | - Kusman Ibrahim
- Department of Medical and Surgical Nursing, Faculty of Nursing, Universitas Padjadjaran, Bandung, Indonesia
| | - Siti Ulfah Rifa’atul Fitri
- Department of Medical and Surgical Nursing, Faculty of Nursing, Universitas Padjadjaran, Bandung, Indonesia
| | - Rifky Octavia Pradipta
- Department of Fundamental Nursing Care, Faculty of Nursing, Universitas Airlangga, Surabaya, Indonesia
| | - Yohanes Andy Rias
- Department of Medical and Surgical Nursing, Institut Ilmu Kesehatan Bhakti Wiyata Kediri, Kediri, Indonesia
| | - Nikson Sitorus
- Research Center for Public Health and Nutrition, National Research and Innovation Agency, Jakarta, Indonesia
| | - Bayu Satria Wiratama
- Department of Biostatistics, Epidemiology, and Population Health, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Agus Setiawan
- Department of Community Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia
| | - Setyowati Setyowati
- Department of Maternity Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia
| | - Heri Kuswanto
- Department of Statistics, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia
| | - Devi Mediarti
- Politeknik Kesehatan Kemenkes Palembang, Palembang, Indonesia
| | - Rosnani Rosnani
- Politeknik Kesehatan Kemenkes Palembang, Palembang, Indonesia
| | | | - Tuti Pahria
- Department of Medical and Surgical Nursing, Faculty of Nursing, Universitas Padjadjaran, Bandung, Indonesia
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Belayneh M, Mekonnen TC, Tadesse SE, Amsalu ET, Tadese F. Sleeping duration, physical activity, alcohol drinking and other risk factors as potential attributes of metabolic syndrome in adults in Ethiopia: A hospital-based cross-sectional study. PLoS One 2022; 17:e0271962. [PMID: 36037175 PMCID: PMC9423638 DOI: 10.1371/journal.pone.0271962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 07/11/2022] [Indexed: 11/18/2022] Open
Abstract
Background Available evidence showed that metabolic syndrome in the adult population is persistently elevated due to nutrition transition, genetic predisposition, individual-related lifestyle factors, and other environmental risks. However, in developing nations, the burden and scientific evidence on the pattern, and risk exposures for the development of the metabolic syndrome were not adequately investigated. Thus, the study aimed to measure the prevalence of metabolic syndrome and to identify specific risk factors among adult populations who visited Dessie Comprehensive Specialized Hospital, Ethiopia. Methods A hospital-based cross-sectional study was conducted among randomly selected 419 adults attending Dessie Comprehensive Specialized Hospital from January 25 to February 29, 2020. We used the WHO STEP-wise approach for non-communicable disease surveillance to assess participants’ disease condition. Metabolic syndrome was measured using the harmonized criteria recommended by the International Diabetes Federation Task Force in 2009. Data were explored for missing values, outliers and multicollinearity before presenting the summary statistics and regression results. Multivariable logistic regression was used to disentangle statistically significant predictors of metabolic syndrome expressed using an odds ratio with a 95% of uncertainty interval. All statistical tests were managed using SPSS version 26. A non-linear dose-response analysis was performed to show the relationships between metabolic syndromes with potential risk factors. Results The overall prevalence of metabolic syndrome among adults was 35.0% (95% CI, (30.5, 39.8)). Women were more affected than men (i.e. 40.3% vs 29.4%). After adjusting for other variables, being female [OR = 1.85; 95% CI (1.01, 3.38)], urban residence [OR = 1.94; 95% CI (1.08, 3.24)], increased age [OR = 18.23; 95% CI (6.66, 49.84)], shorter sleeping durations [OR = 4.62; 95% CI (1.02, 20.98)], sedentary behaviour [OR = 4.05; 95% CI (1.80, 9.11)], obesity [OR = 3.14; 95% CI (1.20, 8.18)] and alcohol drinking [OR = 2.85; 95% CI (1.27,6.39)] were positively associated with the adult metabolic syndrome. Whilst have no formal education [OR = 0.30; 95% CI (0.12, 0.74)] was negatively associated with metabolic syndrome. Conclusions The prevalence of adult metabolic syndrome is found to be high. Metabolic syndrome has linear relationships with BMI, physical activity, sleep duration, and level of education. The demographic and behavioural factors are strongly related with the risk of metabolic syndrome. Since most of the factors are modifiable, there should be urgent large-scale community intervention programs focusing on increased physical activity, healthy sleep, weight management, minimize behavioural risk factors, and healthier food interventions targeting a lifecycle approach. The existing policy should be evaluated whether due attention has given to prevention strategies of NCDs.
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Affiliation(s)
- Mulugeta Belayneh
- Public Health Specialist at Dessie Comprehensive Specialized Hospital, Dessie, North Eastern Ethiopia
| | - Tefera Chane Mekonnen
- Academician and Researcher at School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
- * E-mail:
| | - Sisay Eshete Tadesse
- Academician and Researcher at School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Erkihun Tadesse Amsalu
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
| | - Fentaw Tadese
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Wollo University, Dessie, Ethiopia
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Sheng J, Abshire DA, Heiney SP, Wirth MD. Acculturation, Physical Activity, and Metabolic Syndrome in Asian American Adults. J Transcult Nurs 2022; 33:675-684. [PMID: 35924549 DOI: 10.1177/10436596221114150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Asian Americans (AsAms) have a high prevalence of metabolic syndrome (MetS) and are one of the least physically active racial groups in America. The purpose of this study was to examine the relationship between MetS and moderate-to-vigorous physical activity (MVPA) among AsAm adults and whether acculturation modifies this relationship. METHOD Data were from 2,259 AsAms participating in the 2011-2016 National Health and Nutrition Examination Survey. Physical activity (PA) was self-reported as minutes of weekly MVPA. Acculturation included nativity, length of residency in America, and language preference. The International Diabetes Federation criteria was used to determine the presence of MetS. RESULTS About 64.4% of AsAms did not meet the PA recommendation (MVPA ≥150 min/week). The prevalence of MetS was 39.2%. The odds of having MetS were greater among AsAms who did not meet MVPA recommendations compared with those who did meet MVPA recommendations (odds ratio [OR] = 1.5, 95% confidence interval [CI] = [1.11, 2.07]). When stratified by acculturation, this association remained statistically significant in the groups who immigrated to America more than 15 years ago and who spoke English only. CONCLUSION MVPA reduces MetS risk in AsAm adults, especially among more acculturated AsAms. Culturally adapted programs are warranted to promote PA and adequate knowledge of disease prevention in this population.
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Okube OT, Kimani S, Mirie W. Community-based lifestyle intervention improves metabolic syndrome and related markers among Kenyan adults. J Diabetes Metab Disord 2022; 21:607-621. [PMID: 35673420 PMCID: PMC9167372 DOI: 10.1007/s40200-022-01023-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/03/2022] [Indexed: 11/28/2022]
Abstract
Purpose Metabolic syndrome (MetS) is a major risk factor for cardiovascular diseases and type-2 diabetes. The study aimed to establish the efficacy of a community-based lifestyle intervention on MetS in Kenyan adults using randomized control trial involving a 15-months follow up. Methods A randomized controlled trial involving 352 (18-64 years old) adults with MetS spanning 15-months duration. Participants were recruited from a Nairobi based Mission-led outpatient clinic, randomly assigned equally into intervention and control groups. The intervention group was exposed to a community-based health education on lifestyle modification, while control group was subjected to hospital-led routine care involving treatment and general lifestyle advice. The study was structured into baseline, intervention and evaluation phases with inbuilt data collection in each phase. Physiologic, anthropometric, and clinical parameters as well lifestyle characteristics were measured at baseline, midline and end-line. The parameters were compared across the groups and between the time points during analyses using chi-square test, binary logistic, independent t-test and paired t-test. Results Proportion of participants with MetS declined significantly (p < 0.001) with marked (p < 0.05) improvement in markers of MetS (elevated BP, raised sugars, cholesterols, central obesity) in intervention compared to control group. The rates of consumption of fruits, vegetables, legumes, nuts and uptake of physical activity significantly (p < 0.05) improved in the intervention group. However, the intake of processed/fast foods, salt, sugar, and alcohol significantly (p < 0.05) declined in the intervention compared to controls by the end-line. Conclusion One in three adults under the community-based lifestyle intervention had improvement in physiologic, anthropometrics and clinical markers relevant to definition of MetS. Additionally, an improved adherence to the recommended dietary intake and increased uptake of physical activity in adults with MetS was observed. These findings underscore the feasibility, effectiveness and proof of concept for community-based lifestyle approach as a viable strategic intervention for addressing premorbid risk factors for cardiovascular CVDs and diabetes before evolving into full blown conditions in low-income settings.
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Affiliation(s)
- Okubatsion Tekeste Okube
- School of Nursing Sciences, University of Nairobi, P.O Box 19676-00202, Nairobi, Kenya
- School of Nursing, The Catholic University of Eastern Africa, P.O Box 62157-00200, Nairobi, Kenya
| | - Samuel Kimani
- School of Nursing Sciences, University of Nairobi, P.O Box 19676-00202, Nairobi, Kenya
| | - Waithira Mirie
- School of Nursing Sciences, University of Nairobi, P.O Box 19676-00202, Nairobi, Kenya
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Brandão MP, Sa-Couto P, Gomes G, Beça P, Reis J. Factors Associated with Cardiovascular Disease Risk among Employees at a Portuguese Higher Education Institution. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:848. [PMID: 35055670 PMCID: PMC8775385 DOI: 10.3390/ijerph19020848] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 01/04/2022] [Accepted: 01/10/2022] [Indexed: 01/15/2023]
Abstract
This study aimed to estimate the prevalence of risk factors for cardiovascular disease (CVD) and to assess the CVD risk (CVDRisk) in a sample of workers at a specific workplace: a higher education institution in Portugal. Data were collected using a questionnaire (e.cuidHaMUs.QueST®) with 345 HEI workers from June 2017-June 2018 with a high response rate (93.3%). Two constructs of risks for CVD were considered: (i) metabolic risk and hypertension (CVDRisk1); and (ii) modifiable behavioural risk (CVDRisk2). Logistic regression analyses were used to establish a relationship between risk indexes/constructs (CVDRisk1 and CVDRisk2) and groups of selected variables. The most prevalent CVD risk factor was hypercholesterolaemia (43.2%). Sixty-eight percent of participants were in the construct CVDRisk1 while almost half of the respondents were in CVDRisk2 (45.2%). The consumption of soft drinks twice a week or more contributed to a significantly increased risk of CVD in CVDRisk1. Lack of regular exercise and lack of daily fruit consumption significantly increased the risk of CVD in CVDRisk2. The challenge to decision makers and the occupational medical community is to incorporate this information into the daily practices of health surveillance with an urgent need for health promotional education campaigns in the workplace.
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Affiliation(s)
- Maria Piedade Brandão
- School of Health [ESSUA], Agras do Crasto-Campus Universitário de Santiago, University of Aveiro, Edifício 30, 3810-193 Aveiro, Portugal
- Center for Health Technology and Services Research [CINTESIS], Campus Universitário de Santiago, University of Aveiro, 3800-193 Aveiro, Portugal
| | - Pedro Sa-Couto
- Department of Mathematics [DMAT], University of Aveiro, 3810-193 Aveiro, Portugal; (P.S.-C.); (J.R.)
- Center for Research and Development in Mathematics and Applications [CIDMA], University of Aveiro, 3810-193 Aveiro, Portugal
| | - Gonçalo Gomes
- Department of Communication and Art [DECA], University of Aveiro, 3810-193 Aveiro, Portugal; (G.G.); (P.B.)
- Research Institute for Design, Media and Culture [ID+], University of Aveiro, 3810-193 Aveiro, Portugal
| | - Pedro Beça
- Department of Communication and Art [DECA], University of Aveiro, 3810-193 Aveiro, Portugal; (G.G.); (P.B.)
- Digital Media and Interaction [DigiMedia], University of Aveiro, 3810-193 Aveiro, Portugal
| | - Juliana Reis
- Department of Mathematics [DMAT], University of Aveiro, 3810-193 Aveiro, Portugal; (P.S.-C.); (J.R.)
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Yao F, Bo Y, Zhao L, Li Y, Ju L, Fang H, Piao W, Yu D, Lao X. Prevalence and Influencing Factors of Metabolic Syndrome among Adults in China from 2015 to 2017. Nutrients 2021; 13:nu13124475. [PMID: 34960027 PMCID: PMC8705649 DOI: 10.3390/nu13124475] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/06/2021] [Accepted: 12/10/2021] [Indexed: 01/21/2023] Open
Abstract
The prevalence and influencing factors of metabolic syndrome (MetS) in Chinese residents aged 20 or older were investigated. The data were collected from China Nutrition and Health Surveillance (2015–2017), which used a stratified, multistage, random sampling method. A total of 130,018 residents aged 20 years or older from 31 provinces were included in this study. The National Cholesterol Education Programme Adult Treatment Panel III (NCEP ATP III) criteria were used to define MetS. The standardised prevalence of high waist circumference, high blood pressure and low high-density lipoprotein cholesterol were 40.8%, 49.4% and 41.1%, respectively. The following factors were associated with a higher prevalence of MetS: female [odds ratio (OR) = 1.773, 95% CI = 1.709–1.840]; older age (OR = 1.037, 95% CI = 1.036–1.039); living in north China (OR = 1.087, 95% CI = 1.058–1.117); high body mass index (OR = 1.402, 95% CI = 1.395–1.408); higher income [OR (95% CI): 1.044 (1.007–1.083), 1.083 (1.044–1.124) and 1.123 (1.078–1.170) for moderate, high, and very high income, respectively]; family history of hypertension (OR = 1.237, 95% CI = 1.203–1.273); family history of diabetes (OR = 1.491, 95% CI = 1.426–1.558) and current smoking status (OR = 1.143, 95% CI = 1.098–1.191). Living in the countryside (OR = 0.960, 95% CI = 0.932–0.988), moderate alcohol consumption (OR = 0.917, 95% CI = 0.889–0.946) and being physically active (OR = 0.887, 95% CI = 0.862–0.913) were associated with a lower prevalence of MetS. The prevalence of MetS among residents aged 20 years or older in China is increasing, especially among women, people aged 45 years or older and urban residents. Preventive efforts, such as quitting smoking and engaging in physical activity, are recommended to reduce the risk of MetS.
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Affiliation(s)
- Fan Yao
- Key Laboratory of Trace Element Nutrition of National Health Commission, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China; (F.Y.); (L.Z.); (L.J.); (H.F.); (W.P.)
| | - Yacong Bo
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong 999077, China; (Y.B.); (X.L.)
| | - Liyun Zhao
- Key Laboratory of Trace Element Nutrition of National Health Commission, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China; (F.Y.); (L.Z.); (L.J.); (H.F.); (W.P.)
| | - Yaru Li
- Beijing Friendship Hospital, Beijing 100050, China;
| | - Lahong Ju
- Key Laboratory of Trace Element Nutrition of National Health Commission, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China; (F.Y.); (L.Z.); (L.J.); (H.F.); (W.P.)
| | - Hongyun Fang
- Key Laboratory of Trace Element Nutrition of National Health Commission, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China; (F.Y.); (L.Z.); (L.J.); (H.F.); (W.P.)
| | - Wei Piao
- Key Laboratory of Trace Element Nutrition of National Health Commission, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China; (F.Y.); (L.Z.); (L.J.); (H.F.); (W.P.)
| | - Dongmei Yu
- Key Laboratory of Trace Element Nutrition of National Health Commission, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China; (F.Y.); (L.Z.); (L.J.); (H.F.); (W.P.)
- Correspondence:
| | - Xiangqian Lao
- Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong 999077, China; (Y.B.); (X.L.)
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Dehghani Firouzabadi F, Jayedi A, Asgari E, Akbarzadeh Z, Janbozorgi N, Djafarian K, Shab-Bidar S. Association of Dietary and Lifestyle Inflammation Score With Metabolic Syndrome in a Sample of Iranian Adults. Front Nutr 2021; 8:735174. [PMID: 34676234 PMCID: PMC8523681 DOI: 10.3389/fnut.2021.735174] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 09/02/2021] [Indexed: 12/17/2022] Open
Abstract
Objective: We aimed to evaluate the association between the dietary and lifestyle inflammation score (DLIS) and metabolic syndrome (MetS) and its components in a sample of Iranian adults. Design: Population-based cross-sectional study. Setting: General adult population living in Tehran, Iran. Subjects: We included 827 adult men and women with an age range of 18–59 years who were referred to health centers in different districts of Tehran, Iran. Dietary intake was assessed by a semiquantitative food frequency questionnaire with 168 items. The DLIS was calculated based on four components, including dietary inflammation score, physical activity, cigarette smoking, and general obesity. Higher DLIS represents a more proinflammatory diet and lifestyle. The odds ratio (OR) and 95% confidence interval (CI) of the MetS across quartiles of the DLIS was calculated by using logistic regression analysis, controlling for age, sex, energy intake, marital status, education status, and occupation. Results: A total of 827 participants (31% men) were included, with a mean age of 44.7 ± 10.7 years. The prevalence of the MetS was 30.5%. The DLIS ranged between −2.35 and +3.19 (mean ± SD: 0.54 ± 1.09). There was a significant positive association between the DLIS and odds of MetS (OR fourthvs.thefirstquartile: 1.57, 95% CI: 1.01–2.45) in the fully adjusted model. Conclusion: Our results showed a significant positive association between the DLIS and odds of MetS. The results of the present crosssectional study suggested that having a more proinflammatory lifestyle can be associated with MetS. More prospective studies are needed to confirm the findings.
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Affiliation(s)
- Fatemeh Dehghani Firouzabadi
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Ahmad Jayedi
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Elaheh Asgari
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Akbarzadeh
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Nasim Janbozorgi
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Kurosh Djafarian
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Sakineh Shab-Bidar
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
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Shakespear-Druery J, De Cocker K, Biddle SJH, Gavilán-Carrera B, Segura-Jiménez V, Bennie J. Assessment of muscle-strengthening exercise in public health surveillance for adults: A systematic review. Prev Med 2021; 148:106566. [PMID: 33878352 DOI: 10.1016/j.ypmed.2021.106566] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 03/25/2021] [Accepted: 04/15/2021] [Indexed: 01/03/2023]
Abstract
There is strong scientific evidence that muscle-strengthening exercise (i.e. use of weight machines, push-ups, sit-ups) is independently associated with a reduced risk of multiple chronic diseases (e.g. diabetes, hypertension, cardiovascular disease). However, prevalence rates for meeting the muscle-strengthening exercise guideline (≥2 times/week) are significantly lower (~20%) than those reported to meet the aerobic physical activity guideline (e.g. walking, jogging, cycling) (~50%). It is therefore important to understand public health surveillance approaches to assess muscle-strengthening exercise. The aim of this review was to describe muscle-strengthening exercise assessment in public health surveillance. Informed by the PRISMA guidelines, an extensive keyword search was undertaken across 7 electronic data bases. We identified 86,672 possible articles and following screening (n = 1140 in full-text) against specific inclusion criteria (adults aged ≥18 years, English, studies containing <1000 participants), extracted data from 156 manuscripts. Fifty-eight different survey systems were identified across 17 countries. Muscle-strengthening exercise frequency (85.3%), duration (23.7%) and intensity (1.3%) were recorded. Muscle-strengthening exercise questions varied significantly, with some (11.5%) requiring a singular 'yes' vs 'no' response, while others (7.7%) sought specific details (e.g. muscle groups targeted). Assessments of duration and intensity were inconsistent. Very few studies measured the validity (0.6%) and reliability (1.3%) of muscle-strengthening exercise questions. Discrepancy exists within the current assessment systems/surveys used to assess muscle-strengthening exercise in public health surveillance. This is likely to impede efforts to identify at risk groups and trends within physical activity surveillance, and to accurately assess associations between muscle-strengthening exercise and health-related outcomes.
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Affiliation(s)
- Jane Shakespear-Druery
- Physically Active Lifestyles Research Group (USQ-PALs), Centre for Health Research, University of Southern Queensland, 37 Sinnathamby Boulevard, Springfield Central, QLD 4300, Australia.
| | - Katrien De Cocker
- Physically Active Lifestyles Research Group (USQ-PALs), Centre for Health Research, University of Southern Queensland, 37 Sinnathamby Boulevard, Springfield Central, QLD 4300, Australia; Department of Movement and Sports Sciences, Ghent University, Belgium
| | - Stuart J H Biddle
- Physically Active Lifestyles Research Group (USQ-PALs), Centre for Health Research, University of Southern Queensland, 37 Sinnathamby Boulevard, Springfield Central, QLD 4300, Australia
| | - Blanca Gavilán-Carrera
- Physical Activity for Health Promotion Research Group (PA-HELP), Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain; Department of Physical Education, Faculty of Education Sciences, Universidad de Cádiz, Cádiz, Spain
| | - Víctor Segura-Jiménez
- GALENO Research Group, Department of Physical Education, Faculty of Education Sciences, Universidad de Cádiz, Cádiz, Spain; Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Cadiz, Spain
| | - Jason Bennie
- Physically Active Lifestyles Research Group (USQ-PALs), Centre for Health Research, University of Southern Queensland, 37 Sinnathamby Boulevard, Springfield Central, QLD 4300, Australia
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Colpitts BH, Smith S, Bouchard DR, Boudreau J, Sénéchal M. Are physical activity and sedentary behavior patterns contributing to diabetes and metabolic syndrome simultaneously? TRANSLATIONAL SPORTS MEDICINE 2020. [DOI: 10.1002/tsm2.216] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Benjamin H. Colpitts
- Cardiometabolic Exercise and Lifestyle Laboratory University of New Brunswick Fredericton NB Canada
- Faculty of Kinesiology University of New Brunswick Fredericton NB Canada
| | - Spencer Smith
- Cardiometabolic Exercise and Lifestyle Laboratory University of New Brunswick Fredericton NB Canada
- Faculty of Kinesiology University of New Brunswick Fredericton NB Canada
| | - Danielle R. Bouchard
- Cardiometabolic Exercise and Lifestyle Laboratory University of New Brunswick Fredericton NB Canada
- Faculty of Kinesiology University of New Brunswick Fredericton NB Canada
| | - Jonathan Boudreau
- New Brunswick Institute for Research, Data and Training Fredericton NB Canada
| | - Martin Sénéchal
- Cardiometabolic Exercise and Lifestyle Laboratory University of New Brunswick Fredericton NB Canada
- Faculty of Kinesiology University of New Brunswick Fredericton NB Canada
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20
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Sagawa N, Rockette-Wagner B, Azuma K, Ueshima H, Hisamatsu T, Takamiya T, El-Saed A, Miura K, Kriska A, Sekikawa A. Physical activity levels in American and Japanese men from the ERA-JUMP Study and associations with metabolic syndrome. JOURNAL OF SPORT AND HEALTH SCIENCE 2020; 9:170-178. [PMID: 32099725 PMCID: PMC7031775 DOI: 10.1016/j.jshs.2019.09.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 07/29/2019] [Accepted: 08/08/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Metabolic syndrome (MetS) is a global health problem. Physical activity (PA) is a known modifiable risk factor for MetS and individual MetS components. However, the role of PA could differ between sub-populations due to differences in the variability of PA and other MetS risk factors. To examine these differences, multi-country studies with standardized outcome measurement methods across cohorts are needed. METHODS Cross-sectional PA levels (total and domain specific) in healthy middle-aged (44-56 years) men in the Risk Factor Assessment among Japanese and U.S. Men in the Post-World War II Birth Cohort (ERA-JUMP) Study (n = 730; American: n = 417; Japanese: n = 313; from population-representative samples in Pittsburgh, Pennsylvania, USA, and Kusatsu, Shiga, Japan) were compared. The relationships between PA levels and MetS (overall and specific components) in/across the American and Japanese sub-cohorts (adjusting for age, smoking, and alcohol consumption) were also assessed using the same instruments (pedometer and validated questionnaire) to measure PA in both cohorts. RESULTS A total of 510 individuals provided complete data on PA (American: n = 265; Japanese: n = 245). The American cohort had significantly lower mean ± SD steps/day (7878 ± 3399 steps/day) vs. the Japanese cohort (9055 ± 3797 steps/day) (p < 0.001) but had significantly higher self-reported moderate-vigorous leisure PA (American: 15.9 (7.4-30.3) metabolic task equivalent hours per week (MET-h/week) vs. Japanese: 4.0 (0-11.3) MET-h/week, p < 0.0001). In both sub-cohorts, each 1000 steps/day increase was associated with lower odds of having MetS (American: OR = 0.90, 95%CI: 0.83-0.98; Japanese: OR = 0.87, 95%CI: 0.79-0.95) and the individual MetS component of high waist circumference (American: OR = 0.86, 95%CI: 0.79-0.94; Japanese: OR = 0.87, 95%CI: 0.80-0.95). In the American cohort only, higher self-reported leisure PA (Met-h/week) was associated with lower odds of MetS and high waist circumference (OR = 0.98, 95%CI: 0.97-0.99 for MetS and waist circumference, respectively). CONCLUSION Higher total step counts/day had an important protective effect on MetS prevalence in both the Japanese and American cohorts, despite differences in PA levels and other MetS risk factors. The effect of steps/day (across all intensity levels) was much greater than domain-specific moderate-vigorous PA captured by questionnaire, suggesting the need for measurement tools that can best capture total movement when examining the effects of PA on MetS development.
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Affiliation(s)
- Naoko Sagawa
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Bonny Rockette-Wagner
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA.
| | - Koichiro Azuma
- Institute for Integrated Sports Medicine, School of Medicine, Keio University, Tokyo 160-8582, Japan
| | - Hirotsugu Ueshima
- Department of Public Health, Shiga University of Medical Science, Shiga 520-2192, Japan
| | - Takashi Hisamatsu
- Department of Environmental Medicine and Public Health, Faculty of Medicine, Shimane University, Shimane 693-0021, Japan
| | - Tomoko Takamiya
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Aiman El-Saed
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Katsuyuki Miura
- Department of Public Health, Shiga University of Medical Science, Shiga 520-2192, Japan
| | - Andrea Kriska
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Akira Sekikawa
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
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21
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Kim YA. Association between Exercise and Metabolic Syndrome in Koreans (J Obes Metab Syndr 2018;27:117-24). J Obes Metab Syndr 2018; 27:264-266. [PMID: 31089573 PMCID: PMC6513306 DOI: 10.7570/jomes.2018.27.4.264] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 11/18/2018] [Accepted: 12/01/2018] [Indexed: 12/22/2022] Open
Affiliation(s)
- Ye An Kim
- Department of Internal Medicine, Veterans Health Service Medical Center, Seoul,
Korea
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22
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Lee J, Lee MG. Association between Exercise and Metabolic Syndrome in Koreans (J Obes Metab Syndr 2018;27:117-24). J Obes Metab Syndr 2018; 27:262-263. [PMID: 31089572 PMCID: PMC6513302 DOI: 10.7570/jomes.2018.27.4.262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 11/02/2018] [Accepted: 11/09/2018] [Indexed: 11/02/2022] Open
Affiliation(s)
- Junga Lee
- Graduate School of Physical Education, Sports Medicine and Science, Kyung Hee University, Yongin,
Korea
| | - Man-Gyoon Lee
- Graduate School of Physical Education, Sports Medicine and Science, Kyung Hee University, Yongin,
Korea
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23
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Mokhayeri Y, Riahi SM, Rahimzadeh S, Pourhoseingholi MA, Hashemi-Nazari SS. Metabolic syndrome prevalence in the Iranian adult's general population and its trend: A systematic review and meta-analysis of observational studies. Diabetes Metab Syndr 2018; 12:441-453. [PMID: 29292185 DOI: 10.1016/j.dsx.2017.12.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2017] [Accepted: 12/21/2017] [Indexed: 12/20/2022]
Abstract
AIMS Metabolic syndrome (MetS) is one of the most important predictors of CVD. Determining the trend of MetS, represents the trend of its components and consequently could forecast the incidence of related diseases particularly CVD. The main object of this study is describing the trend of MetS prevalence in both male and female. MATERIALS AND METHODS Original research studies from March 21, 2005 to March 20, 2015 that were published in English database and Persian databases were included in the systematic review. The random effect model was used to estimate the pooled prevalence of MetS. Subgroup analyses, to portray the trend of MetS, conducted based on implementation year. RESULTS The total sample sizes for males using the criteria of ATP III and IDF were 30012 and 35064, and for female were 14572 and 16292. The pooled estimation of MetS prevalence in total, male, and female population according to ATP III was 28%, 23%, and 33%; for IDF definitions was 28%, 22%, and 33%. Moreover, according to meta-regression for ATP III the most important source of heterogeneity was mean age. CONCLUSION The findings revealed the trend of MetS prevalence is declining although steady in the last 10 years.
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Affiliation(s)
- Yaser Mokhayeri
- Department of Epidemiology, School of Public Health, Lorestan University of Medical Sciences, Khorramabad, Iran
| | - Seyed Mohammad Riahi
- Department of Epidemiology, School of Public Health, Student Research Committee, Shahid Beheshti University of Medical Sciences, Tehran, Iran; School of Health, Birjand University of Medical Sciences, Birjand, Iran.
| | - Shadi Rahimzadeh
- Department of Epidemiology, School of Public Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Amin Pourhoseingholi
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyed Saeed Hashemi-Nazari
- Safety Promotion and Injury Prevention Research Center, Department of Epidemiology, School of Public Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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24
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Jang HD, Hong JY, Han K, Lee JC, Shin BJ, Choi SW, Suh SW, Yang JH, Park SY, Bang C. Relationship between bone mineral density and alcohol intake: A nationwide health survey analysis of postmenopausal women. PLoS One 2017; 12:e0180132. [PMID: 28662191 PMCID: PMC5491129 DOI: 10.1371/journal.pone.0180132] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Accepted: 06/10/2017] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES Among a variety of relevant factors of osteoporosis, the association between alcohol intake and postmenopausal women's bone mineral density (BMD) by using data from the Korean National Health and Nutrition Examination Survey was evaluated in this study. MATERIALS AND METHODS Among a total of 31,596 subjects, males, premenopausal women, participants without BMD data were excluded. Finally, a total number of subjects in the study was 3,312. The frequency and amount of alcohol intake were determined by self-reported questionnaires, and BMD was measured by dual-energy x-ray absorptiometry. RESULTS Mean femoral BMD for light drinkers was statistically significantly greater than that for heavy drinkers and non-drinkers. We observed the characteristic trends for BMD by drinking frequency; the mean BMD gradually increased from non-drinkers to the participants who drank 2-3 times per week; these participants exhibited the highest BMD. Participants who drank alcohol greater than 4 times per week showed a lower BMD. In the risk factor analysis, the adjusted odds ratio for osteoporosis (at femoral neck) was 1.68 in non-drinkers and 1.70 in heavy drinkers compared with light drinkers. CONCLUSIONS Light alcohol intake (2-3 times per week and 1-2 or 5-6 glasses per occasion) in South Korean postmenopausal women was related to high femoral BMD. Non-drinkers and heavy drinkers had approximately a 1.7-times greater risk for osteoporosis than light drinkers.
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Affiliation(s)
- Hae-Dong Jang
- Department of Orthopaedic Surgery, Soonchunhyang University Hospital, Seoul, South Korea
| | - Jae-Young Hong
- Department of Orthopedics, Korea University Hospital, Ansan, South Korea
- * E-mail:
| | - Kyungdo Han
- Department of Biostatistics, College of Medicine, Catholic University, Seoul, South Korea
| | - Jae Chul Lee
- Department of Orthopaedic Surgery, Soonchunhyang University Hospital, Seoul, South Korea
| | - Byung-Joon Shin
- Department of Orthopaedic Surgery, Soonchunhyang University Hospital, Seoul, South Korea
| | - Sung-Woo Choi
- Department of Orthopaedic Surgery, Soonchunhyang University Hospital, Seoul, South Korea
| | - Seung-Woo Suh
- Scoliosis Research Institute, Department of Orthopedics, Korea University Medical College, Guro Hospital, Seoul, South Korea
| | - Jae-Hyuk Yang
- Scoliosis Research Institute, Department of Orthopedics, Korea University Medical College, Guro Hospital, Seoul, South Korea
| | - Si-Young Park
- Department of Orthopaedic Surgery, Korea University, College of Medicine, Anam Hospital, Seoul, South Korea
| | - Chungwon Bang
- Department of Orthopaedic Surgery, Cheonan Hospital, Soonchunhyang University, Chungcheongnam-do, South Korea
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Ramezankhani A, Azizi F, Hadaegh F, Eskandari F. Sex-specific clustering of metabolic risk factors and their association with incident cardiovascular diseases: A population-based prospective study. Atherosclerosis 2017; 263:249-256. [PMID: 28683364 DOI: 10.1016/j.atherosclerosis.2017.06.921] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Revised: 05/10/2017] [Accepted: 06/27/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS We identified distinct patterns of metabolic risk factors (MRF), and examined their association with subsequent cardiovascular disease (CVD) risk. METHODS The study sample included 8113 participants (45% men) aged ≥30 years. Self-organizing map (SOM) was applied to clustering of five dichotomized MRF in men and women. MRF were included: low estimated glomerular filtration rate (eGFR), high fasting plasma glucose (FPG), high total cholesterol (TC), high systolic blood pressure (SBP) and high body mass index (BMI). The association between clusters membership and age, education, smoking status, physical activity level and family history (FH) of premature CVD was estimated using multinomial logistic regression. Cox regression was used to estimate the relation of each cluster with CVD events. RESULTS SOM identified seven distinct clusters of MRF in both men and women. About 35 and 44% of men and women, respectively, had ≥3 MRF. Among men, MRF were clustered in those with older age, low physical activity, lower education and FH of premature CVD; while, among women, clustering was observed in past smoker, those with older age and positive FH of premature CVD. In the male population, a cluster with 100% high SBP and high FPG, had the highest risk for CVD events. However, among women, two clusters, each with 100% high FPG, yielded the highest and similar risk for CVD. CONCLUSIONS SOM identified multiple patterns of MRF in the Iranian population. The results may be useful for targeting efforts to promote strategies to reduce the risk of CVD in the Iranian population.
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Affiliation(s)
- Azra Ramezankhani
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fereidoun Azizi
- Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farzad Hadaegh
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Fatemeh Eskandari
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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