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Adil SO, Musa KI, Uddin F, Khan A, Khan I, Shakeel A, Shafique K, Islam MA. Prevalence of undiagnosed metabolic syndrome using three different definitions and identifying associated risk factors among apparently healthy adults in Karachi, Pakistan: a cross-sectional survey in the year 2022. Arch Public Health 2024; 82:22. [PMID: 38378657 PMCID: PMC10877913 DOI: 10.1186/s13690-024-01250-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 02/06/2024] [Indexed: 02/22/2024] Open
Abstract
OBJECTIVE To determine the prevalence and associated risk factors of undiagnosed metabolic syndrome (MetS) using three different definitions among apparently healthy adults of Karachi, Pakistan. METHODS This community-based cross-sectional survey was conducted in Karachi, Pakistan, from January 2022 to August 2022. A total of 1065 healthy individuals aged 25-80 years of any gender were consecutively included. MetS was assessed using the National Cholesterol Education Program for Adult Treatment Panel (NCEP-ATP) III guidelines, International Diabetes Federation (IDF), and modified NCEP-ATP III. RESULTS The prevalence of MetS was highest with the modified NCEP-ATP III definition at 33.9% (95% CI: 31-36), followed by the IDF definition at 32.2% (95% CI: 29-35). In contrast, the prevalence was lower at 22.4% (95% CI: 19-25) when using the NCEP ATP III definition. The risk of MetS significantly increases with higher BMI, as defined by the IDF criteria (adjusted OR [ORadj] 1.13, 95% CI 1.09-2.43), NCEP-ATP III criteria (ORadj 1.15, 95% CI 1.11-1.19), and modified NCEP-ATP III criteria (ORadj 1.16, 95% CI 1.12-1.20). Current smokers had significantly higher odds of MetS according to the IDF (ORadj 2.72, 95% CI 1.84-4.03), NCEP-ATP III (ORadj 3.93, 95% CI 2.55-6.06), and modified NCEP-ATP III (ORadj 0.62, 95% CI 0.43-0.88). Areca nut use was associated with higher odds of MetS according to both IDF (ORadj 1.71, 95% CI 1.19-2.47) and modified NCEP-ATP III criteria (ORadj 1.58, 95% CI 1.10-2.72). Furthermore, low physical activity had significantly higher odds of MetS according to the NCEP-ATP III (ORadj 1.36, 95% CI 1.01-1.84) and modified NCEP-ATP III criteria (ORadj 1.56, 95% CI 1.08-2.26). CONCLUSION One-third of the healthy individuals were diagnosed with MetS based on IDF, NCEP-ATP III, and modified NCEP-ATP III criteria. A higher BMI, current smoking, areca nut use, and low physical activity were significant factors.
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Affiliation(s)
- Syed Omair Adil
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia (USM), Health Campus, 16150, Kubang Kerian, Kelantan, Malaysia.
- School of Public Health, Dow University of Health Sciences (DUHS), 74200, Karachi, Pakistan.
| | - Kamarul Imran Musa
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia (USM), Health Campus, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Fareed Uddin
- Department of Community Medicine, Dow International Medical College, DUHS, 74200, Karachi, Pakistan
| | - Asima Khan
- Public Health Department, Baqai Institute of Diabetology & Endocrinology, 75340, Karachi, Pakistan
| | - Irfanullah Khan
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, USM, 11800, Penang, Malaysia
- Chronic Kidney Disease Resource Centre, School of Medical Sciences, Health Campus, USM, 16150, Kubang Kerian, Kelantan, Malaysia
| | - Areebah Shakeel
- Department of Research, Children Hospital, 75300, Karachi, Pakistan
| | - Kashif Shafique
- School of Public Health, Dow University of Health Sciences (DUHS), 74200, Karachi, Pakistan
| | - Md Asiful Islam
- WHO Collaborating Centre for Global Women's Health, Institute of Metabolism and Systems Research, University of Birmingham, B15 2TT, Birmingham, UK.
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Adil SO, Uddin F, Musa KI, Khan A, Shakeel A, Shafique K, Islam MA. Risk Assessment for Cardiovascular Disease Using the Framingham Risk Score and Globorisk Score Among Newly Diagnosed Metabolic Syndrome Patients. Int J Gen Med 2023; 16:4295-4305. [PMID: 37753441 PMCID: PMC10518264 DOI: 10.2147/ijgm.s423151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 08/18/2023] [Indexed: 09/28/2023] Open
Abstract
Purpose The presence of metabolic syndrome (MetS) is linked to an increased risk of cardiovascular disease (CVD) development. In this study, CVD risk was calculated among individuals with newly diagnosed MetS using the Framingham Risk Score (FRS) and Globorisk Score. The FRS and Globorisk score are particularly relevant in predicting CVD risk as these scores include key MetS-related risk factors like blood pressure, cholesterol levels, and age. Patients and Methods A community-based cross-sectional study was conducted at various sites in Karachi, Pakistan, from February 2022 to August 2022. Newly diagnosed cases of MetS with no physical disability, known illness, and not taking any regular medication were recruited. MetS was defined based on the definition of International Diabetes Federation. The major outcome was 10-year risk for CVD using the FRS and Globorisk Score. Results Of 304 patients, 59.2% were classified as low risk according to FRS, while 20.4% were classified as moderate and high risk each. Using the Globorisk score, 44.6% of 224 patients were classified as low risk, 34.4% as moderate risk, and 21.0% as high risk. A moderate positive correlation was observed between the two CVD risk scores (r = 0.651, 95% CI 0.58-0.71). Both risk scores have reported age, gender, and current smokers as significant risk factors in predicting CVD in 10-years (P < 0.05). Conclusion The outcome of both CVD risk scores predicted moderate-to-high risk of CVD in 10-years in almost half of the newly diagnosed patients with MetS. In particular, the risk of development of CVD in 10-years in newly diagnosed MetS is higher with increasing age, in male gender, and current smokers.
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Affiliation(s)
- Syed Omair Adil
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, 16150, Malaysia
- School of Public Health, Dow University of Health Sciences (DUHS), Karachi, Pakistan
| | - Fareed Uddin
- National Institute of Diabetes & Endocrinology, DUHS, Karachi, Pakistan
| | - Kamarul Imran Musa
- Department of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kota Bharu, 16150, Malaysia
| | - Asima Khan
- Public Health Department, Baqai Institute of Diabetology & Endocrinology, Karachi, Pakistan
| | - Areebah Shakeel
- Department of Research, Children Hospital Karachi, Karachi, Pakistan
| | - Kashif Shafique
- School of Public Health, Dow University of Health Sciences (DUHS), Karachi, Pakistan
| | - Md Asiful Islam
- WHO Collaborating Centre for Global Women’s Health, Institute of Metabolism and Systems Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK
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