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Sikhayeva N, Bolatov A, Zholdybayeva E, Akhmetollayev I, Iskakova A. Association of ADIPOQ Gene Polymorphisms with Type 2 Diabetes and Obesity Risk in the Kazakh Population: A Case-Control and Population-Based Study. Genes (Basel) 2024; 15:669. [PMID: 38927605 PMCID: PMC11203345 DOI: 10.3390/genes15060669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 05/21/2024] [Accepted: 05/22/2024] [Indexed: 06/28/2024] Open
Abstract
Type 2 diabetes mellitus (T2DM) is a socially significant disease with increasing prevalence worldwide. It is characterized by heterogeneous metabolic disorders and is associated with various risk factors, including BMI, abnormal lipid levels, hypertension, smoking, dietary preferences, physical inactivity, sedentary lifestyle, family history of diabetes, prediabetes or gestational diabetes, inflammation, intrauterine environment, age, sex, ethnicity, and socioeconomic status. Assessing the genetic risk of developing T2DM in specific populations remains relevant. The ADIPOQ gene, encoding adiponectin, is directly related to the risk of developing T2DM, obesity, and cardiovascular diseases. Our study demonstrated significant associations of ADIPOQ gene polymorphisms with the risk of developing T2DM and obesity, as well as with fasting glucose levels and BMI, in the Kazakh population. Specifically, rs266729 was significantly associated with T2DM and obesity in the Kazakh population, while other studied polymorphisms (rs1501299, rs2241766, and rs17846866) did not show a significant association. These findings suggest that ADIPOQ gene polymorphisms may influence T2DM risk factors and highlight the importance of genetic factors in T2DM development. However, further research in larger cohorts is needed to confirm these associations.
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Affiliation(s)
- Nurgul Sikhayeva
- “National Center for Biotechnology” LLP, JSC National Holding “Qazbiopharm”, Korgalzhyn 13/1, Astana 010000, Kazakhstan; (E.Z.); (I.A.); (A.I.)
| | - Aidos Bolatov
- School of Medicine, Astana Medical University, Beibitshilik 49a, Astana 010000, Kazakhstan;
- Shenzhen University Medical School, Shenzhen University, 3688 Nanhai Road, Shenzhen 518060, China
| | - Elena Zholdybayeva
- “National Center for Biotechnology” LLP, JSC National Holding “Qazbiopharm”, Korgalzhyn 13/1, Astana 010000, Kazakhstan; (E.Z.); (I.A.); (A.I.)
| | - Ilyas Akhmetollayev
- “National Center for Biotechnology” LLP, JSC National Holding “Qazbiopharm”, Korgalzhyn 13/1, Astana 010000, Kazakhstan; (E.Z.); (I.A.); (A.I.)
| | - Aisha Iskakova
- “National Center for Biotechnology” LLP, JSC National Holding “Qazbiopharm”, Korgalzhyn 13/1, Astana 010000, Kazakhstan; (E.Z.); (I.A.); (A.I.)
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Toelsie JR, Morpurgo F, Krishnadath I, Bipat R. Obesity, overweight and hyperglycemia among primary school children in a low-middle income country with a multiethnic population. OBESITY PILLARS (ONLINE) 2023; 5:100053. [PMID: 37990748 PMCID: PMC10661996 DOI: 10.1016/j.obpill.2022.100053] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 12/06/2022] [Accepted: 12/22/2022] [Indexed: 11/23/2023]
Abstract
Objective The number of children with cardiovascular risk factors is increasing steadily. However, limited data are available on the prevalence of overweight, obesity, and hyperglycemia among children in low-middle-income countries with multiethnic populations. Therefore, we assessed these factors in a school-based survey in Suriname, a low-middle-income country. Methods We invited pupils of 5th and 6th grade visiting the primary school to participate in this survey. We used a questionnaire and face to face interviews, and conducted measurements to collect data on biological factors (ethnicity, sex, length, weight, waist circumference, and fasting blood glucose levels), behavior (frequency of physical activity, breakfast, bedtime, screentime), consumption (fruit and vegetables, snack, dairy products) and social factors (parental education, living area). Results Overall, the percentage of children with overweight was 13.9%, obesity 13.3% and for elevated fasting blood glucose level (> 6 mmol/L) 4.5%. In the investigated group of individuals, obesity and overweight were associated with sex (girls showed a lower OR of 0.54 [95%CI: 0.39-0.75] for obesity), ethnicity (Javanese 2.1, 1.5-3.0 for overweight and 5.0, 3.1-8.2 for obesity, Maroon 2.2, 1.2-4.1 and Mixed ethnicity 1.7, 1.1-2.6, for obesity compared to Hindustani), behavior (Skip Breakfast: 1.4, 1.2-1.7, physical activity: 0.8, 0.7-0.9) and maternal education level (high 1.7, 1.0-2.7). Children with elevated fasting blood glucose levels showed an association with obesity (1.8, 1.2-2.7) and waist circumference (1.02, 1.01-1.03). Conclusion The results show that there is a high prevalence for overweight, obesity and elevated fasting blood glucose among children in Suriname. Furthermore, during childhood ethnicity is associated with obesity and overweight. We suggest that the modifiable risk factors such as BMI, WC, behavior, consumption are interesting for early intervention in children in a developing country.
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Affiliation(s)
- Jerry R. Toelsie
- Department of Physiology, Faculty of Medical Science, Anton de Kom University of Suriname, Paramaribo, Suriname
| | | | - Ingrid Krishnadath
- Department of Public Health, Faculty of Medical Science, Anton de Kom University of Suriname, Paramaribo, Suriname
| | - Robbert Bipat
- Department of Physiology, Faculty of Medical Science, Anton de Kom University of Suriname, Paramaribo, Suriname
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Krishnadath I, Harkisoen S, Gopie F, van der Hilst K, Hollum M, Woittiez L, Baldew SS. Prevalence of persistent symptoms after having COVID-19 in a cohort in Suriname. Rev Panam Salud Publica 2023; 47:e79. [PMID: 37197595 PMCID: PMC10184584 DOI: 10.26633/rpsp.2023.79] [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: 01/17/2023] [Accepted: 01/28/2023] [Indexed: 05/19/2023] Open
Abstract
Objectives To determine the prevalence of persistent symptoms after having coronavirus disease 2019 (COVID-19) in a cohort in Suriname, and assess the factors associated with long COVID. Methods A sample of adults 18 years and older who were registered 3-4 months previously in a national database because of a positive COVID-19 test were selected. They were interviewed about socioeconomic characteristics, pre-COVID-19 health status and lifestyle, and symptoms during and after COVID-19. A subset of participants underwent a physical examination to determine body mass index, waist circumference, cardiovascular parameters, lung function, and functionality. Results A total of 106 participants (mean age 49 (standard deviation 15) years; 62.3% female) were interviewed, of whom 32 were physically examined. The greatest proportion of participants was of Hindustani descent (22.6%). Overall, 37.7% of participants were physically inactive, 26.4% had hypertension or diabetes mellitus, and 13.2% had been previously diagnosed with heart disease. Most participants (56.6%) had experienced mild COVID-19 and 14.2% had experienced severe COVID-19. A large proportion (39.6%) had experienced at least one persistent symptom after recovery from acute COVID-19 and more women were affected (47.0% of women versus 27.5% of men). Fatigue and alopecia were the most common symptoms, followed by dyspnea and sleep disturbance. Differences were observed between ethnic groups. Based on physical examination, 45.0% of the subset was obese and 67.7% had very high waist-circumference. Conclusions About 40% of the cohort had at least one persistent symptom 3-4 months after having had COVID-19, with differences observed by sex and ethnic group.
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Affiliation(s)
- Ingrid Krishnadath
- Anton de Kom University of SurinameParamariboSurinameAnton de Kom University of Suriname, Paramaribo, Suriname
| | - Soeradj Harkisoen
- University Medical Center UtrechtUtrechtThe NetherlandsUniversity Medical Center Utrecht, Utrecht, The Netherlands.
| | - Fitzgerald Gopie
- Academic Hospital ParamariboParamariboSurinameAcademic Hospital Paramaribo, Paramaribo, Suriname.
| | - Kwame van der Hilst
- Academic Hospital ParamariboParamariboSurinameAcademic Hospital Paramaribo, Paramaribo, Suriname.
| | - Michelle Hollum
- Academic Hospital ParamariboParamariboSurinameAcademic Hospital Paramaribo, Paramaribo, Suriname.
| | - Lycke Woittiez
- Academic Hospital ParamariboParamariboSurinameAcademic Hospital Paramaribo, Paramaribo, Suriname.
| | - Se-Sergio Baldew
- Anton de Kom University of SurinameParamariboSurinameAnton de Kom University of Suriname, Paramaribo, Suriname
- Se-Sergio Baldew,
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Pengpid S, Peltzer K. Prevalence and factors associated with undiagnosed type 2 diabetes among adults in Iraq: analysis of cross-sectional data from the 2015 STEPS survey. BMJ Open 2022; 12:e064293. [PMID: 36418142 PMCID: PMC9684960 DOI: 10.1136/bmjopen-2022-064293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE The purpose of the study was to assess the prevalence and correlates of undiagnosed type 2 diabetes (UT2D) among adults (aged 18 years and older) in Iraq. DESIGN Cross-sectional, population-based study. SETTING Nationally representative sample of general community-dwelling adult population in Iraq from the 2015 Iraq STEPS survey. PARTICIPANTS The sample included 3853 adults (mean age 41.8 years, SD=15.8), with complete fasting blood glucose values, from the 2015 Iraq STEPS survey. OUTCOME MEASURES Data collection included: (1) social and behavioural information, (2) physical parameters and blood pressure measurements and (3) biochemical measurements. UT2D was classified as not being diagnosed with T2D and fasting plasma glucose level ≥126 mg/dL. Multivariable multinomial and logistic regression was used to identify factors associated with UT2D. RESULTS The prevalence of UT2D was 8.1% and the prevalence of diagnosed T2D (DT2D) was 8.9%. Participants aged 50 years and older (adjusted relative risk ratio (ARRR): 2.11, 95% CI 1.30 to 3.43) and those with high cholesterol (ARRR: 1.54, 95% CI 1.05 to 2.24) had a higher risk of UT2D. Older age (≥50 years) (ARRR: 17.90, 95% CI 8.42 to 38.06), receipt of healthcare advice (ARRR: 2.15, 95% CI 1.56 to 2.96), history of cholesterol testing (ARRR: 2.17, 95% CI 1.58 to 2.99), stroke or heart attack (ARRR: 1.81, 95% CI 1.13 to 2.92), and high cholesterol (ARRR: 1.55, 95% CI 1.17 to 2.06) were positively associated with DT2D, and high physical activity (ARRR: 0.57, 95% CI 0.38 to 0.84) was negatively associated with DT2D. Higher than primary education (adjusted OR (AOR): 2.02, 95% CI 1.21 to 3.37) was positively associated with UT2D versus DT2D, while older age (≥50 years) (AOR: 0.12, 95% CI 0.06 to 0.25), healthcare advice (AOR: 0.45, 95% CI 0.29 to 0.70), and history of cholesterol screening (AOR: 0.37, 95% CI 0.24 to 0.58) were inversely associated with UT2D versus DT2D. CONCLUSION Almost one in ten adults in Iraq had UT2D, and various associated factors were identified that could be useful in planning interventions.
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Affiliation(s)
- Supa Pengpid
- Department of Health Education and Behavioral Sciences, Faculty of Public Health, Mahidol University, Bangkok, Thailand
- Department of Public Health, Sefako Makgatho Health Sciences University, Pretoria, South Africa
- Department of Healthcare Aministration, College of Medical and Health Science, Asia University, Taichung, Taiwan
| | - Karl Peltzer
- Department of Health Education and Behavioral Sciences, Faculty of Public Health, Mahidol University, Bangkok, Thailand
- Department of Psychology, University of the Free State, Bloemfontein, South Africa
- Department of Psychology, College of Medical and Health Science, Asia University, Taichung, Taiwan
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MacDonald-Ottevanger MS, Boyd A, Prins M, van der Helm JJ, Zijlmans CWR, Hindori-Mohangoo AD, Harkisoen S, Hermelijn SM, Brinkman K, Codrington J, Roosblad J, Kort SAR, Dams ETM, van de Laar TJW, Vreden SGS. Differences in prevalence of hepatitis B virus infection and genotypes between ethnic populations in Suriname, South America. Virology 2021; 564:53-61. [PMID: 34656809 DOI: 10.1016/j.virol.2021.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 09/21/2021] [Accepted: 09/22/2021] [Indexed: 12/24/2022]
Abstract
Epidemiological data on hepatitis B virus (HBV) are needed to benchmark HBV elimination goals. We recently assessed prevalence of HBV infection and determinants in participants attending the Emergency Department in Paramaribo, Suriname, South America. Overall, 24.5% (95%CI = 22.7-26.4%) of participants had anti-Hepatitis B core antibodies, which was associated with older age (per year, adjusted Odds Ratio [aOR] = 1.03, 95%CI = 1.02-1.04), Afro-Surinamese (aOR = 1.84, 95%CI = 1.52-2.19) and Javanese ethnicity (aOR = 1.63, 95%CI = 1.28-2.07, compared to the grand mean). 3.2% of participants were Hepatitis B surface Ag-positive, which was also associated with older age (per year, aOR = 1.02, 95%CI = 1.00-1.04), Javanese (aOR = 4.3, 95%CI = 2.66-6.95) and Afro-Surinamese ethnicity (aOR = 2.36, 95%CI = 1.51-3.71). Sex, nosocomial or culturally-related HBV transmission risk-factors were not associated with infection. Phylogenetic analysis revealed strong ethnic clustering: Indonesian subgenotype HBV/B3 among Javanese and African subgenotypes HBV/A1, HBV/QS-A3 and HBV/E among Afro-Surinamese. Testing for HBV during adulthood should be considered for individuals living in Suriname, specifically with Javanese and Afro-Surinamese ancestry.
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Affiliation(s)
- M S MacDonald-Ottevanger
- Scientific Research Center Suriname, Academic Hospital Paramaribo, Paramaribo, Suriname; Department of Medical Microbiology, Academic Medical Center, Amsterdam, the Netherlands.
| | - A Boyd
- Department of Infectious Diseases, Public Health Service Amsterdam (GGD), Amsterdam, the Netherlands; Stichting HIV Monitoring, Amsterdam, the Netherlands
| | - M Prins
- Department of Infectious Diseases, Public Health Service Amsterdam (GGD), Amsterdam, the Netherlands
| | - J J van der Helm
- Department of Infectious Diseases, Public Health Service Amsterdam (GGD), Amsterdam, the Netherlands
| | - C W R Zijlmans
- Faculty of Medical Sciences, Anton de Kom University of Suriname, Paramaribo, Suriname; Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA; Foundation for Perinatal Interventions and Research in Suriname (Perisur), Paramaribo, Suriname
| | - A D Hindori-Mohangoo
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA; Foundation for Perinatal Interventions and Research in Suriname (Perisur), Paramaribo, Suriname
| | - S Harkisoen
- Department of Infectious Diseases, Academic Hospital Paramaribo, Suriname
| | - S M Hermelijn
- Department of Medical Microbiology, Academic Hospital Paramaribo, Suriname
| | - K Brinkman
- Department of Infectious Diseases, Onze Lieve Vrouwe Gasthuis, Amsterdam, the Netherlands
| | - J Codrington
- Department of Clinical Chemistry, Academic Hospital Paramaribo, Suriname
| | - J Roosblad
- Department of Clinical Chemistry, Academic Hospital Paramaribo, Suriname
| | | | - E Th M Dams
- Department of Internal Medicine, Diakonessenhuis, Paramaribo, Suriname
| | - T J W van de Laar
- Department of Medical Microbiology, Onze Lieve Vrouwe Gasthuis, Amsterdam, the Netherlands; Sanquin Research, Department of Donor Medicine Research, Amsterdam, the Netherlands
| | - S G S Vreden
- Department of Infectious Diseases, Academic Hospital Paramaribo, Suriname; Foundation for Scientific Research Suriname, Paramaribo, Suriname
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The Rise in Cardiovascular Risk Factors and Chronic Diseases in Guyana: A Narrative Review. Ann Glob Health 2021; 87:46. [PMID: 34131561 PMCID: PMC8176929 DOI: 10.5334/aogh.3060] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background Guyana experiences health challenges related to both communicable and non-communicable diseases. Cardiovascular disease (CVD) is the most common non-communicable disease in Guyana. The main causes of the increased prevalence of non-communicable diseases are modifiable risk factors (e.g. obesity, hypertension, elevated cholesterol, unhealthy dietary patterns) and non-modifiable risk factors (e.g. age and genetics). Objective The aim of this review is to understand CVD and risk factor data, in the context of ethnicity in Guyana. Methods A review of the published literature as well as government and international health agency reports was conducted. All publications from 2002-2018 describing CVD and related risk factors in Guyana were screened and extracted. Findings The population of Guyana is comprised of six ethnic groups, of which East Indian (39.8%) and African (29.3%) are the majority. CVD accounts for 526 deaths per 100,000 individuals per year. Among Indo-Guyanese and Afro-Guyanese, CVD is the primary cause of death affecting 32.6% and 22.7% of the populations, respectively. Within the Indo-Guyanese and Afro-Guyanese communities there is a high prevalence of hypertension and diabetes among individuals over the age of 50. There is a lack of available data describing ethnic disparities in CVD and related risk factors such as obesity, smoking, alcohol, physical activity and diet in Guyana. Conclusions Important knowledge gaps remain in understanding the ethnic disparities of CVD and related risk factors in Guyana. Future research should focus on high risk populations and implement widespread screening and treatment strategies of common risk factors such as hypertension, diabetes, and elevated cholesterol to curb the epidemic of CVD in Guyana.
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Sairras S, Baldew SS, van der Hilst K, Shankar A, Zijlmans W, Lichtveld M, Ferdinand K. Heart Failure Hospitalizations and Risk Factors among the Multi-Ethnic Population from a Middle Income Country: The Suriname Heart Failure Studies. J Natl Med Assoc 2021; 113:177-186. [PMID: 32928542 PMCID: PMC7486052 DOI: 10.1016/j.jnma.2020.08.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 08/09/2020] [Accepted: 08/18/2020] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Heart failure (HF) is an emerging epidemic with poor disease outcomes and differences in its prevalence, etiology and management between and within world regions. Hypertension (HT) and ischemic heart disease (IHD) are the leading causes of HF. In Suriname, South-America, data on HF burden are lacking. The aim of this Suriname Heart Failure I (SUHF-I) study, is to assess baseline characteristics of HF admitted patients in order to set up the prospective interventional SUHF-II study to longitudinally determine the effectiveness of a comprehensive HF management program in HF patients. METHODS A cross-sectional analysis was conducted of Thorax Center Paramaribo (TCP) discharge data from January 2013-December 2015. The analysis included all admissions with primary or secondary discharge of HF ICD-10 codes I50-I50.9 and I11.0 and the following variables: patient demographics (age, sex, and ethnicity), # of readmissions, risk factors (RF) for HF: HT, diabetes mellitus (DM), smoking, and left ventricle (LV) function. T-tests were used to analyze continuous variables and Chi-square test for categorical variables. Differences were considered statistically significant when a p-value <0.05 is obtained. RESULTS 895 patients (1:1 sex ratio) with either a primary (80%) or secondary HF diagnosis were admitted. Female patients were significantly older (66.2 ± 14.8 years, p < 0.01) at first admission compared to male patients (63.5 ± 13.7 years) and the majority of admissions were of Hindustani and Creole descent. HT, DM and smoking were highly prevalent respectively 62.6%, 38.9 and 17.3%. There were 379 readmissions (29.1%) and 7% of all admissions were readmissions within 30 days and 16% were readmissions for 31-365 day. IHD is more prevalent in patients from Asian descendant (52.2%) compared to African descendant (11.7%). Whereas, HT (39.3%) is more prevalent in African descendants compared to Asian descendants (12.7%). There were no statistically significant differences in age, sex, ethnicity, LV function and RFs between single admitted and readmitted patients. CONCLUSION RF prevalence, ethnic differences and readmission rates in Surinamese HF patients are in line with reports from other Caribbean and Latin American countries. These results are the basis for the SUHF-II study which will aid in identifying the country specific and clinical factors for the successful development of a multidisciplinary HF management program.
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Affiliation(s)
- Shellice Sairras
- Scientific Research Center Suriname (SRCS), Academic Hospital Paramaribo (AZP), Suriname.
| | - Se-Sergio Baldew
- Physical Therapy Department, Faculty of Medical Sciences, Anton de Kom University of Suriname, Paramaribo, Suriname
| | - Kwame van der Hilst
- Thorax Center Paramaribo, Academic Hospital Paramaribo, Suriname; Faculty of Medical Sciences, Anton de Kom University of Suriname, Paramaribo, Suriname
| | - Arti Shankar
- Department of Biostatistics, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Wilco Zijlmans
- Faculty of Medical Sciences, Anton de Kom University of Suriname, Paramaribo, Suriname; Department of Global Environmental Health Sciences, Tulane University, New Orleans, LA, USA
| | - Maureen Lichtveld
- Department of Global Environmental Health Sciences, Tulane University, New Orleans, LA, USA
| | - Keith Ferdinand
- John W. Deming Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA
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Gopie F, Hassankhan A, Ottevanger S, Krishnadath I, de Lange W, Zijlmans C, Vreden S. Ethnic disparities in tuberculosis incidence and related factors among indigenous and other communities in ethnically diverse Suriname. J Clin Tuberc Other Mycobact Dis 2021; 23:100227. [PMID: 33851035 PMCID: PMC8022245 DOI: 10.1016/j.jctube.2021.100227] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Background In Suriname, a country home to many ethnic groups, a high incidence of tuberculosis (TB) has been found among Indigenous Trio Amerindians. However, whether wider ethnic disparities in TB incidence and its associated risk factors (e.g., diabetes mellitus and HIV) exist in Suriname, is not known. We sought to investigate disparities in TB incidence and its risk factors on ethnicity in Suriname, as this could give way to targeted TB intervention programs. Methods Anonymized patient data from 2011 to 2015 was extracted from the National TB Registry and analyzed. Differences in the five-year incidence rates of TB for the six largest ethnic groups-Creole, Hindustani, Indigenous, Javanese, Maroon, and Mixed-were assessed using a chi-square goodness-of-fit test, and TB patient differences regarding ethnicity were evaluated for selected factors using a multinomial logistic regression with Creole patients as reference. Results 662 Patients were eligible for analyses with the following ethnic makeup: Creole (36.4%), Hindustani (15.6%), Indigenous (8.6%), Javanese (10.6%), Maroon (15.1%), and Mixed ethnicity (13.7%). Differences in five-year incidence rates for TB were significant, χ 2(5, N = 662) = 244.42, p < .001, and the highest TB rates were found for Indigenous (280 per 100,000) and Creole people (271 per 100,000). HIV coinfection was a TB risk factor for Creoles (38.2% of these patients were HIV positive). Several variables (i.e., those for drug use) had high levels of incomplete or missing data. Conclusions Our study has demonstrated that ethnic disparities in tuberculosis incidence exist in Suriname and that they are associated with specific, known risk factors such as HIV (especially for Creole people). For Indigenous people, risk factors may include diminished access to health care facilities and low socioeconomic status. However, direct data on these factors was unavailable. These findings call for targeted national intervention programs-with special attention given to the vulnerabilities of susceptible ethnic groups-and improved data collection.
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Affiliation(s)
- F.A. Gopie
- Pulmonologist, Academic Hospital Paramaribo, Paramaribo, Suriname
- Anton de Kom University of Suriname, Faculty of Medical Sciences, Paramaribo, Suriname
- Corresponding author at: Academic Hospital Paramaribo, Paramaribo, Suriname.
| | - A. Hassankhan
- MoleMann Mental Health Suriname, Paramaribo, Suriname
| | - S. Ottevanger
- Amsterdam UMC, University of Amsterdam, Medical Microbiology, Amsterdam, The Netherlands
| | - I. Krishnadath
- Anton de Kom University of Suriname, Faculty of Medical Sciences, Paramaribo, Suriname
| | - W. de Lange
- University of Groningen, University Medical Center Groningen, Department of Pulmonary Diseases and Tuberculosis, Groningen, The Netherlands
- University of Groningen, University Medical Center Groningen, Tuberculosis Center Beatrixoord, Haren, The Netherlands
| | - C.W.R. Zijlmans
- Anton de Kom University of Suriname, Faculty of Medical Sciences, Paramaribo, Suriname
- Department of Paediatrics, Diakonessenhuis Hospital, Paramaribo, Suriname
| | - S. Vreden
- Department of Internal Medicine, Academic Hospital Paramaribo, Paramaribo, Suriname
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Wu J, Zhou J, Yin X, Chen Y, Lin X, Xu Z, Li H. A Prediction Model for Prediabetes Risk in Middle-Aged and Elderly Populations: A Prospective Cohort Study in China. Int J Endocrinol 2021; 2021:2520806. [PMID: 34804156 PMCID: PMC8601847 DOI: 10.1155/2021/2520806] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 09/29/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND To investigate indicators for prediabetes risk and construct a prediction model for prediabetes incidences in China. METHODS In this study, 551 adults aged 40-70 years had normal glucose tolerance (NGT) and normal hemoglobin A1c (HbA1c) levels at baseline. Baseline data including demographic information, anthropometric measurements, and metabolic profile measurements were collected. The associations between possible indicators and prediabetes were assessed by the Cox proportional-hazards model. The predictive values were evaluated by the area under the receiver operating characteristic (ROC) curve (AUC). RESULTS During an average of 3.35 years of follow-up, the incidence of prediabetes was found to be 19.96% (n = 110). In the univariate analyses, fasting plasma glucose (FPG), fasting serum insulin (FINS), 2 h plasma glucose (2hPG), HbA1c, serum uric acid (SUA), waist circumference (WC), smoking, and family history of diabetes (FHD) were found to be significantly correlated with prediabetes. In the multivariable analyses, WC (hazard ratio (HR): 1.032; 95% confidence interval (CI): 1.010, 1.053; p = 0.003), FHD (HR: 1.824; 95% CI: 1.250, 2.661; p = 0.002), HbA1c (HR: 1.825; 95% CI: 1.227, 2.714; p = 0.003), and FPG (HR: 2.284; 95% CI: 1.556, 3.352; p < 0.001) were found to be independent risk factors for prediabetes. A model that encompassed WC, FHD, HbA1c, and FPG for predicting prediabetes exhibited the largest discriminative ability (AUC: 0.702). CONCLUSIONS WC, FHD, HbA1c, and FPG are independently correlated with the risk of prediabetes. Furthermore, the combination of these predictors enhances the predictive accuracy of prediabetes.
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Affiliation(s)
- Jiahua Wu
- Department of Endocrinology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Road, Hangzhou 310016, China
| | - Jiaqiang Zhou
- Department of Endocrinology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Road, Hangzhou 310016, China
| | - Xueyao Yin
- Department of Endocrinology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Road, Hangzhou 310016, China
| | - Yixin Chen
- Department of Endocrinology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Road, Hangzhou 310016, China
| | - Xihua Lin
- Department of Endocrinology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Road, Hangzhou 310016, China
| | - Zhiye Xu
- Department of Endocrinology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Road, Hangzhou 310016, China
| | - Hong Li
- Department of Endocrinology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, 3 East Qingchun Road, Hangzhou 310016, China
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Lowe J, Ke C, Singh K, Gobin R, Lebovic G, Ostrow B. Development and Validation of a New Diabetes Risk Score in Guyana. Diabetes Ther 2020; 11:873-883. [PMID: 32072429 PMCID: PMC7136361 DOI: 10.1007/s13300-020-00775-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION We present a new diabetes risk score developed and validated in a multi-ethnic population in Guyana, South America. Measurement of in-country diabetes prevalence is a vital epidemiologic tool to combat the pandemic. It is believed that for every person diagnosed with type 2 diabetes there is another undiagnosed. The International Diabetes Federation (IDF) recommends a two-step detection programme using a risk score questionnaire to identify high-risk individuals followed by glycaemic measure. METHODS Data on 798 persons from the 2016 STEPwise Approach to Chronic Disease Risk Factor Surveillance (STEPS) were used to correlate responses to 36 questions with glycated haemoglobin (HbA1C) and fasting plasma glucose (FPG) results. Bootstrapping was used to internally validate the derived seven-variable model. This model with the addition of family history questions was tested in a convenience sample of 659 Guyanese adults and externally validated in a cohort of another 528. RESULTS An 8-item Guyana Diabetes Risk Score (GDRS) was derived. The final model performed with an area under the curve (AUC) of 0.812 CONCLUSIONS: The validated eight-item Guyana Diabetes Risk Score will be extremely useful in identifying individuals at high risk of having diabetes in Caribbean, Black or East Indian populations.
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Affiliation(s)
- Julia Lowe
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Canada.
| | - Calvin Ke
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Canada
| | - Kavita Singh
- Chronic Diseases Unit, Ministry of Public Health, Lot 1 Brickdam St., Georgetown, Guyana
| | - Reeta Gobin
- Master of Public Health Programme, University of Guyana, Turkeyan Campus, Georgetown, Guyana
| | - Gerald Lebovic
- Applied Health Research Centre, St. Michael's Hospital, Toronto, Canada
| | - Brian Ostrow
- Department of Surgery, University of Toronto, Toronto, Canada
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11
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Vatcheva KP, Fisher-Hoch SP, Reininger BM, McCormick JB. Sex and age differences in prevalence and risk factors for prediabetes in Mexican-Americans. Diabetes Res Clin Pract 2020; 159:107950. [PMID: 31805354 PMCID: PMC7002264 DOI: 10.1016/j.diabres.2019.107950] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 09/27/2019] [Accepted: 11/27/2019] [Indexed: 12/14/2022]
Abstract
AIMS Over 1/3 of Americans have prediabetes, while 9.4% have type 2 diabetes. The aim of our study was to estimate the prevalence of prediabetes in Mexican Americans, with known 28.2% prevalence of type 2 diabetes, by age and sex and to identify critical socio-demographic and clinical factors associated with prediabetes. METHODS Data were collected between 2004 and 2017 from the Cameron County Hispanic Cohort in Texas. Weighted crude and sex- and age- stratified prevalences were calculated. Survey weighted logistic regression analyses were conducted to identify risk factors for prediabetes. RESULTS The prevalence of prediabetes (32%) was slightly higher than the alarmingly high rate of type 2 diabetes (28.2%). Hispanic men had the highest overall (37.8%) and highest age stratified prevalence of prediabetes. Males had higher odds of prediabetes than females 1.56 (1.19, 2.06), controlling for the effect of family history of diabetes, age, BMI, and high-density lipoprotein. Family history of diabetes was a strong independent risk factor for prediabetes in all men, and in men and women in the age group 40-64 years. Elevated triglycerides (p = 0.003) was an independent risk factor for men and women in the age group 18-39 years. CONCLUSIONS Despite the very high prevalence of type 2 diabetes, prediabetes prevalence among Mexican Americans is only marginally less than national prediabetes rates. This suggests that progression to type 2 diabetes is more rapid and occurs earlier than nationally. Earlier screening and interventions for prediabetes, especially for men, are necessary to slow the transition to diabetes.
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Affiliation(s)
- Kristina P Vatcheva
- School of Mathematical & Statistical Sciences, University of Texas Rio Grande Valley, Brownsville Campus, One West University Boulevard, Brownsville, TX 78520, USA.
| | - Susan P Fisher-Hoch
- School of Public Health, University of Texas Health Science Center at Houston, Brownsville Regional Campus, One West University Boulevard, Brownsville, TX 78520, USA
| | - Belinda M Reininger
- School of Public Health, University of Texas Health Science Center at Houston, Brownsville Regional Campus, One West University Boulevard, Brownsville, TX 78520, USA
| | - Joseph B McCormick
- School of Public Health, University of Texas Health Science Center at Houston, Brownsville Regional Campus, One West University Boulevard, Brownsville, TX 78520, USA
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12
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Cai L, Li X, Cui W, You D, Golden AR. Trends in diabetes and pre-diabetes prevalence and diabetes awareness, treatment and control across socioeconomic gradients in rural southwest China. J Public Health (Oxf) 2019; 40:375-380. [PMID: 28977385 DOI: 10.1093/pubmed/fdx097] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2017] [Accepted: 07/12/2017] [Indexed: 01/06/2023] Open
Abstract
Background This study aimed to determine trends in pre-diabetes and diabetes prevalence and diabetes awareness, treatment and control across socioeconomic gradients in rural southwest China. Methods Data were collected from two cross-sectional health interviews and examination surveys among individuals aged ≥35 years in rural China. Fasting blood sugar levels were measured for each participant. Results From 2009 to 2016, the overall prevalence of pre-diabetes and diabetes increased from 8.4 and 7.7% to 19.0 and 9.5%, respectively, while awareness, treatment and control of diabetes increased from 32.7, 20.0 and 6.1% to 49.3, 32.1 and 13.5%, respectively (P < 0.01). Participants with higher annual incomes had higher diabetes prevalence and treatment levels than their counterparts and showed a remarkably high increase in rate of pre-diabetes (P < 0.01). Whereas prevalence of pre-diabetes and diabetes increased across all ethnic groups during the study period, increased rates of diabetes awareness, treatment and control were only observed among Han Chinese (P < 0.01). Diabetic patients with higher levels of education had higher awareness, control and treatment of diabetes than their counterparts (P < 0.05). Conclusions The prevalence of pre-diabetes and diabetes and the level of diabetes awareness, treatment and control increased substantially across all socioeconomic gradients in rural southwest China.
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Affiliation(s)
- Le Cai
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming, China
| | - Xiao Li
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming, China
| | - Wenlong Cui
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming, China
| | - Dingyun You
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming, China
| | - Allison Rabkin Golden
- School of Public Health, Kunming Medical University, 1168 Yu Hua Street Chun Rong Road, Cheng Gong New City, Kunming, China
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13
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Misra A, Gopalan H, Jayawardena R, Hills AP, Soares M, Reza-Albarrán AA, Ramaiya KL. Diabetes in developing countries. J Diabetes 2019; 11:522-539. [PMID: 30864190 DOI: 10.1111/1753-0407.12913] [Citation(s) in RCA: 83] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Revised: 02/27/2019] [Accepted: 03/08/2019] [Indexed: 12/24/2022] Open
Abstract
There has been a rapid escalation of type 2 diabetes (T2D) in developing countries, with varied prevalence according to rural vs urban habitat and degree of urbanization. Some ethnic groups (eg, South Asians, other Asians, and Africans), develop diabetes a decade earlier and at a lower body mass index than Whites, have prominent abdominal obesity, and accelerated the conversion from prediabetes to diabetes. The burden of complications, both macro- and microvascular, is substantial, but also varies according to populations. The syndemics of diabetes with HIV or tuberculosis are prevalent in many developing countries and predispose to each other. Screening for diabetes in large populations living in diverse habitats may not be cost-effective, but targeted high-risk screening may have a place. The cost of diagnostic tests and scarcity of health manpower pose substantial hurdles in the diagnosis and monitoring of patients. Efforts for prevention remain rudimentary in most developing countries. The quality of care is largely poor; hence, a substantial number of patients do not achieve treatment goals. This is further amplified by a delay in seeking treatment, "fatalistic attitudes", high cost and non-availability of drugs and insulins. To counter these numerous challenges, a renewed political commitment and mandate for health promotion and disease prevention are urgently needed. Several low-cost innovative approaches have been trialed with encouraging outcomes, including training and deployment of non-medical allied health professionals and the use of mobile phones and telemedicine to deliver simple health messages for the prevention and management of T2D.
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Affiliation(s)
- Anoop Misra
- National-Diabetes, Obesity and Cholesterol Foundation, Safdarjung Development Area, New Delhi, India
- Diabetes Foundation (India), New Delhi, India
- Fortis C-DOC Center of Excellence for Diabetes, Metabolic Diseases, and Endocrinology, New Delhi, India
| | - Hema Gopalan
- National-Diabetes, Obesity and Cholesterol Foundation, Safdarjung Development Area, New Delhi, India
| | | | - Andrew P Hills
- School of Health Sciences, College of Health and Medicine, University of Tasmania, Launceston, Tasmania, Australia
| | - Mario Soares
- School of Public Health, Curtin University, Perth, Western Australia, Australia
| | - Alfredo A Reza-Albarrán
- Endocrinology and Metabolism Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
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Adequate and excessive food consumption in Suriname: a multiethnic middle-income country. Int J Public Health 2018; 63:1059-1069. [PMID: 30076423 DOI: 10.1007/s00038-018-1148-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Revised: 06/30/2018] [Accepted: 07/19/2018] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVES To explore food consumption among different sex, age, ethnic, urban, education and income groups in Suriname. METHODS Data from a cross-sectional population study (n = 5748; 15-64 year) were used. Food consumption was defined adequate if (1) fruit and vegetable intake was conformable to WHO recommendations, (2) mostly vegetable oil was used, and (3) whole-wheat products were used ≥ 3 days/week. Food consumption was defined excessive if 3 out of the following 5 items scored positive: consumption of (1) snack, (2) sweet, (3) fast food, or (4) soft drink ≥ 3 days/week, or (5) salt was always added while preparing a hot meal. RESULTS 6.4% (95% CI 5.8-7.1) had an adequate and 21.9% (95% CI 20.9-23.0) an excessive food consumption pattern, with differences among ethnic groups (p < 0.05). Adequate consumption increased, while excessive consumption decreased with increasing age (p < 0.05). Both adequate and excessive consumption increased with higher degree of urbanization, level of education and income (p < 0.05). Except for level of education for adequate consumption, all characteristics remained in both models with adequate and excessive consumption as outcome (p < 0.09). CONCLUSIONS Our study suggests interventions to promote adequate food consumption in general and to limit excessive food consumption mainly focused on youngsters and those living in urbanized areas of higher socioeconomic status.
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Smits CCF, Toelsie JR, Eersel MGM, Krishnadath ISK. Equity in health care: An urban and rural, and gender perspective; the Suriname Health Study. AIMS Public Health 2018; 5:1-12. [PMID: 30083566 PMCID: PMC6070465 DOI: 10.3934/publichealth.2018.1.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2017] [Accepted: 01/02/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The literature reports that the use of healthcare services in urban areas compared to rural areas and by females compared to males is often higher. The aim of this study is to evaluate equity on geographical living area and gender for the use of primary and secondary healthcare in Suriname. METHODS We used 5,671 records (99%) from the Suriname Health study which was designed according to World Health Organization (WHO) Steps guidelines. We evaluated the Prevalence Ratio (PR) for living area and gender in using primary (PHC) and secondary healthcare (SHC) adjusted for the perceived need for healthcare, socio-economic factors and disease factors and the effect of all factors was measured. RESULTS Overall a percentage of 46.7 (95% Confidence Interval (CI) 45.1-48.4) had used primary healthcare and 12.7 (95% CI 11.6-13.8) secondary healthcare in the past 12 months. The PR for males compared to females was 0.75 (95% CI 0.70-0.81) for primary healthcare and 0.82 (95% CI 0.69-0.98) for secondary healthcare. The PR for urban and rural coastal areas compared to the rural interior was 1.52 (95 % CI 1.36-1.70) and 1.53 (95% CI 1.36-1.71), respectively. For the use of SHC, the PR for urban and rural coastal areas compared to the rural interior was 9.3 (95 % CI 5.44-15.89) and 8.58 (95% CI 4.98-14.81). The attributable effect of perceived healthcare-need to the PR of the urban and rural coastal areas was 39.64% and 37.81% compared to the rural interior for secondary healthcare. Further, 31.74% and 13.56% were due to socioeconomic factors. CONCLUSION Although we observed equity between living areas for PHC use, for SHC use we observed a disadvantaged position for the rural interior, mainly influenced by socioeconomic factors. We measured gender equity for both PHC and SHC use.
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Affiliation(s)
- CCF Smits
- Faculty of Medical Sciences, Department of Public Health, Anton de Kom University of Suriname
| | - JR Toelsie
- Faculty of Medical Sciences, Department of Physiology, Anton de Kom University of Suriname
| | - MGM Eersel
- Faculty of Medical Sciences, Department of Public Health, Anton de Kom University of Suriname
| | - ISK Krishnadath
- Faculty of Medical Sciences, Department of Public Health, Anton de Kom University of Suriname
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Wound infections and recovery time among patients with diabetic foot ulcer living in multiethnic Suriname, a developing country: a retrospective cohort study among patients from the One Stop Shop for chronic diseases Paramaribo. Int J Diabetes Dev Ctries 2017. [DOI: 10.1007/s13410-017-0595-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Krishnadath ISK, Toelsie JR, Hofman A, Jaddoe VWV. Ethnic disparities in the prevalence of metabolic syndrome and its risk factors in the Suriname Health Study: a cross-sectional population study. BMJ Open 2016; 6:e013183. [PMID: 27927663 PMCID: PMC5168639 DOI: 10.1136/bmjopen-2016-013183] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The metabolic syndrome (MetS) indicates increased risk for cardiovascular disease and type 2 diabetes. We estimated the overall and ethnic-specific prevalence of MetS and explored the associations of risk factors with MetS among Amerindian, Creole, Hindustani, Javanese, Maroon and Mixed ethnic groups. METHOD We used the 2009 Joint Interim Statement (JIS) to define MetS in a subgroup of 2946 participants of the Suriname Health Study, a national survey designed according to the WHO Steps guidelines. The prevalences of MetS and its components were determined for all ethnicities. Hierarchical logistic regressions were used to determine the associations of ethnicity, sex, age, marital status, educational level, income status, employment, smoking status, residence, physical activity, fruit and vegetable intake with MetS. RESULTS The overall estimated prevalence of MetS was 39.2%. From MetS components, central obesity and low high-density lipoprotein cholesterol (HDL-C) had the highest prevalences. The prevalence of MetS was highest for the Hindustanis (52.7%) and lowest for Maroons (24.2%). The analyses showed that in the overall population sex (women: OR 1.4; 95% CI 1.2 to 1.6), age (OR 5.5 CI 4.3 to 7.2), education (OR 0.7 CI 0.6 to 0.9), living area (OR 0.6 CI 0.5 to 0.8), income (OR 0.7 CI 0.5 to 0.9) and marital status (OR 1.3 CI 1.1 to 1.6) were associated with MetS. Variations observed in the associations of the risk factors with MetS in the ethnic groups did not materially influence the associations of ethnicities with MetS. CONCLUSIONS The prevalence of MetS was high and varied widely among ethnicities. Overall, central obesity and low HDL-C contributed most to MetS. Further studies are needed to assess the prospective associations of risk factors with MetS in different ethnic groups.
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Affiliation(s)
- Ingrid S K Krishnadath
- Department of Public Health, Faculty of Medical Sciences, Anton de Kom University of Suriname, Paramaribo, Suriname
| | - Jerry R Toelsie
- Department of Physiology, Faculty of Medical Sciences, Anton de Kom University of Suriname, Paramaribo, Suriname
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Vincent W V Jaddoe
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
- Department of Pediatrics, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
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