Association between Metabolic Syndrome and the Severity of Ischemic Heart Disease

Metabolic Syndrome and Ischemic Severity

Authors

  • Saad Javaid Lahore Medical and Dental College, Lahore, Pakistan
  • Awais Anwar Department of Physiology, Sahara Medical College, Narowal, Pakistan
  • Imran Ali Shaikh Department of Medicine, Liaquat University of Medical and Health Sciences, Jamshroro, Pakistan
  • Qamar Sajad Department of Medicine, Shalamar Hospital Lahore, Lahore, Pakistan
  • Fahad Aman Khan Department of Medicine, Al-Aleem Medical College, Gulab Devi Hospital, Lahore, Pakistan
  • Muhammad Hasnain Iqbal Armed Forces Institute of Cardiology and National Institute of Heart Diseases, Rawalpindi, Pakistan
  • Mamoona Shuja Al-Aleem Medical College, Gulab Devi Hospital, Lahore, Pakistan

DOI:

https://doi.org/10.54393/pjhs.v5i09.1830

Keywords:

Metabolic Syndrome, Ischemic Heart Disease, Body Mass Index, High Density Lipoprotein

Abstract

Ischemic Heart Disease (IHD) was a leading cause of mortality worldwide, often complicated by metabolic syndrome, which includes hypertension, hyperglycemia, and dyslipidemia. Objective: To investigate the association between metabolic syndrome and the severity of ischemic heart disease. Methods: Data were collected from the cohort’s existing records, including clinical assessments, laboratory tests, and self-reported questionnaires. Metabolic syndrome components were evaluated using the National Cholesterol Education Program Adult Treatment Panel III (NCEP ATP III) criteria. Participants were classified as having metabolic syndrome if they met three or more of the following criteria: abdominal obesity, elevated blood pressure, elevated fasting glucose, high triglycerides, and low HDL cholesterol. IHD incidence was determined through medical records, hospital admissions, and mortality data, defined as non-fatal myocardial infarction, unstable angina, or coronary revascularization. Statistical analysis included calculating the incidence rate of IHD for participants with and without metabolic syndrome, expressed as IHD cases per 1,000 person-years. Cox proportional hazards regression models were used to assess the association between metabolic syndrome and IHD incidence, adjusting for confounders such as age, sex, smoking status, physical activity, and family history of cardiovascular disease. Hazard Ratios (HRs) with 95% Confidence Intervals (CIs) were reported. Results: The incidence of IHD was significantly higher in participants with metabolic syndrome. Cox regression showed metabolic syndrome was associated with increased IHD incidence (HR: 2.70, 95% CI: 1.50–4.80, p < 0.001). Conclusion: Metabolic syndrome was significantly associated with IHD incidence. Early identification and management were essential to reduce IHD risk.

References

Guembe MJ, Fernandez-Lazaro CI, Sayon-Orea C, Toledo E, Moreno-Iribas C. Risk for cardiovascular disease associated with metabolic syndrome and its components: a 13-year prospective study in the RIVANA cohort. Cardiovascular Diabetology. 2020 Dec; 19: 1-4. doi: 10.1186/s12933-020-01166-6.

Barton BB, Zagler A, Engl K, Rihs L, Musil R. Prevalence of obesity, metabolic syndrome, diabetes and risk of cardiovascular disease in a psychiatric inpatient sample: results of the Metabolism in Psychiatry (MiP) Study. European Archives of Psychiatry and Clinical Neuroscience. 2020 Aug; 270(5): 597-609. doi: 10.1007/s00406-019-01043-8.

Santos-Moreno P, Rodríguez-Vargas GS, Martínez S, Ibatá L, Rojas-Villarraga A. Metabolic abnormalities, cardiovascular disease, and metabolic syndrome in adult rheumatoid arthritis patients: current perspectives and clinical implications. Open Access Rheumatology: Research and Reviews. 2022 Jan: 255-67. doi: 10.2147/OARRR.S285407.

Găman MA, Cozma MA, Dobrică EC, Bacalbașa N, Bratu OG, Diaconu CC. Dyslipidemia: a trigger for coronary heart disease in Romanian patients with diabetes. Metabolites. 2020 May; 10(5): 195. doi: 10.3390/metabo10050195.

Manaf MR, Nawi AM, Tauhid NM, Othman H, Rahman MR, Yusoff HM et al. Prevalence of metabolic syndrome and its associated risk factors among staffs in a Malaysian public university. Scientific Reports. 2021 Apr; 11(1): 8132. doi: 10.1038/s41598-021-87248-1.

DeBoer MD, Gurka MJ, Golden SH, Musani SK, Sims M, Vishnu A, et al. Independent Associations Between Metabolic Syndrome Severity and Future Coronary Heart Disease by Sex and Race. J Am Coll Cardiol. 2017;69(9):1204-5.doi: 10.1016/j.jacc.2016.10.088

Lin J-j, Dai P-y, Zhang J, Guan Y-q, Gong W-w, Yu M, et al. Association between metabolic syndrome severity score and cardiovascular disease: results from a longitudinal cohort study on Chinese adults. Frontiers in Endocrinology. 2024;15.doi: 10.3389/fendo.2024.1341546

Hosseini K, Khalaji A, Behnoush AH, Soleimani H, Mehrban S, Amirsardari Z, et al. The association between metabolic syndrome and major adverse cardiac and cerebrovascular events in patients with acute coronary syndrome undergoing percutaneous coronary intervention. Scientific Reports. 2024;14(1):697.doi: 10.1038/s41598-024-51157-w

Sedaghat Z, Khodakarim S, Nejadghaderi SA, Sabour S. Association between metabolic syndrome and myocardial infarction among patients with excess body weight: a systematic review and meta-analysis. BMC Public Health. 2024;24(1):444.doi: 10.1186/s12889-024-17707-7

Vizmanos B, Betancourt-Nunez A, Márquez-Sandoval F, González-Zapata LI, Monsalve-Álvarez J, Bressan J et al. Metabolic syndrome among young health professionals in the multicenter Latin America metabolic syndrome study. Metabolic Syndrome and Related Disorders. 2020 Mar; 18(2): 86-95. doi: 10.1089/met.2019.0086.

Sondermann W, Djeudeu Deudjui DA, Körber A, Slomiany U, Brinker TJ, Erbel R et al. Psoriasis, cardiovascular risk factors and metabolic disorders: sex‐specific findings of a population‐based study. Journal of the European Academy of Dermatology and Venereology. 2020 Apr; 34(4): 779-86. doi: 10.1111/jdv.16029.

DeBoer MD, Filipp SL, Gurka MJ. Associations of a metabolic syndrome severity score with coronary heart disease and diabetes in fasting vs. non-fasting individuals. Nutrition, Metabolism and Cardiovascular Diseases. 2020;30(1):92-8.doi: 10.1016/j.numecd.2019.08.010

Bahar A, Kashi Z, Kheradmand M, Hedayatizadeh-Omran A, Moradinazar M, Ramezani F et al. Prevalence of metabolic syndrome using international diabetes federation, National Cholesterol Education Panel-Adult Treatment Panel III and Iranian criteria: results of Tabari cohort study. Journal of Diabetes & Metabolic Disorders. 2020 Jun; 19: 205-11. doi: 10.1007/s40200-020-00492-6.

Alshammary AF, Alharbi KK, Alshehri NJ, Vennu V, Ali Khan I. Metabolic Syndrome and Coronary Artery Disease Risk: A Meta-Analysis of Observational Studies. International Journal of Environmental Research and Public Health. 2021; 18(4).doi: 10.3390/ijerph18041773

Zhou Y, Fu L, Sun J, Zhu Z, Xing Z, Zhou S, et al. Association Between Metabolic Syndrome and an Increased Risk of Hospitalization for Heart Failure in Population of HFpEF. Frontiers in Cardiovascular Medicine. 2021;8.doi: 10.3389/fcvm.2021.698117

Ge H, Yang Z, Li X, Liu D, Li Y, Pan Y et al. The prevalence and associated factors of metabolic syndrome in Chinese aging population. Scientific Reports. 2020 Nov; 10(1): 20034. doi: 10.1038/s41598-020-77184-x.

Hutcheson R, Rocic P. The Metabolic Syndrome, Oxidative Stress, Environment, and Cardiovascular Disease: The Great Exploration. Journal of Diabetes Research. 2012;2012(1):271028.doi: 10.1155/2012/271028

Marott JL, Ingebrigtsen TS, Çolak Y, Kankaanranta H, Bakke PS, Vestbo J, et al. Impact of the metabolic syndrome on cardiopulmonary morbidity and mortality in individuals with lung function impairment: a prospective cohort study of the Danish general population. The Lancet Regional Health – Europe. 2023;35.doi: 10.1016/j.lanepe.2023.100759

Elfeky M, Gabra ER, Abdelnabi M, Almaghraby A, Elwany M, Loutfi M, et al. A real-life correlation between metabolic syndrome and severity of coronary artery disease assessed by syntax score in non-diabetic patients undergoing elective coronary angiography. Atherosclerosis. 2022;355:229-30.doi: 10.1016/j.atherosclerosis.2022.06.891

Kuhail M, Djafarian K, Shab-Bidar S, Yaseri M. Major dietary patterns and metabolic syndrome associated with severity of coronary artery disease: A structural equation modeling. Nutrition and Health. 2022;28(2):277-87.doi: 10.1177/02601060211020655

Supriya R, Li F-F, Yang Y-D, Liang W, Baker JS. Association between Metabolic Syndrome Components and Cardiac Autonomic Modulation among Children and Adolescents: A Systematic Review and Meta-Analysis. Biology. 2021; 10(8).doi: 10.3390/biology10080699

Li X, Zhai Y, Zhao J, He H, Li Y, Liu Y, et al. Impact of Metabolic Syndrome and It's Components on Prognosis in Patients With Cardiovascular Diseases: A Meta-Analysis. Front Cardiovasc Med. 2021;8:704145.doi: 10.3389/fcvm.2021.704145

Downloads

Published

2024-09-30
CITATION
DOI: 10.54393/pjhs.v5i09.1830
Published: 2024-09-30

How to Cite

Javaid, S., Anwar, A., Shaikh, I. A. ., Sajad, Q., Khan, F. A., Iqbal, M. H., & Shuja, M. (2024). Association between Metabolic Syndrome and the Severity of Ischemic Heart Disease: Metabolic Syndrome and Ischemic Severity. Pakistan Journal of Health Sciences (Lahore), 5(09), 160–165. https://doi.org/10.54393/pjhs.v5i09.1830

Issue

Section

Original Article

Plaudit