Association between Metabolic Syndrome and Its Components with Cardiovascular Disease Risk in the MASHAD Cohort Study Population

Introduction: The primary aim of this study was to evaluate the association of metabolic syndrome (MetS), based on different definitions, with the risk of total cardiovascular disease (CVD), unstable angina (UA), stable angina (SA), and myocardial infarction (MI). Additionally, we aimed to investigate which definition of MetS is a better predictor of CVD events in a large sample of Iranian adults.Methods: The analysis was conducted among 7,910 adults from the Mashhad Stroke and Heart Atherosclerotic Disorder (MASHAD) cohort study. The presence of MetS at baseline was defined using the following criteria: International Diabetes Federation (IDF 2005), National Cholesterol Education Program Adult Treatment Panel III (NCEP ATP III), and World Health Organization (WHO). Hazard ratios (HR) and 95% confidence intervals (CI) were used to estimate the association of MetS and its components with CVD events.Results: The prevalence of MetS among CVD patients was 56.40%, 52.30%, and 23.90% based on the IDF, NCEP ATP III, and WHO criteria, respectively. The highest HR for total CVD (HR: 2.29; 95% CI: 1.54–3.40; P<0.001), UA (HR: 2.13; 95% CI: 1.22 – 3.72; P<0.01), and MI (HR: 3.11; 95% CI: 1.33–7.26; P<0.01) was found when using the WHO definition. The highest HR for SA (HR: 2.56; 95% CI: 1.37 – 4.81; P<0.001) was found when using the NCEP ATP III definition.Conclusion: Having MetS based on the WHO definition was a significant predictor for the incidence of total CVD, MI, and UA, while having MetS based on the ATP III criteria was associated with a higher risk of SA in the MASHAD study population.

Institutions

Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-03-01
DOI
https://doi.org/10.22038/jctm.2025.70808.1416
Primary Topic
Heat shock proteins research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between Metabolic Syndrome and Its Components with Cardiovascular Disease Risk in the MASHAD Cohort Study Population

SHILAP Revista de lepidopterología
Heat shock proteins research
article

Association between Metabolic Syndrome and Its Components with Cardiovascular Disease Risk in the MASHAD Cohort Study Population

article en

Abstract

Introduction: The primary aim of this study was to evaluate the association of metabolic syndrome (MetS), based on different definitions, with the risk of total cardiovascular disease (CVD), unstable angina (UA), stable angina (SA), and myocardial infarction (MI). Additionally, we aimed to investigate which definition of MetS is a better predictor of CVD events in a large sample of Iranian adults.Methods: The analysis was conducted among 7,910 adults from the Mashhad Stroke and Heart Atherosclerotic Disorder (MASHAD) cohort study. The presence of MetS at baseline was defined using the following criteria: International Diabetes Federation (IDF 2005), National Cholesterol Education Program Adult Treatment Panel III (NCEP ATP III), and World Health Organization (WHO). Hazard ratios (HR) and 95% confidence intervals (CI) were used to estimate the association of MetS and its components with CVD events.Results: The prevalence of MetS among CVD patients was 56.40%, 52.30%, and 23.90% based on the IDF, NCEP ATP III, and WHO criteria, respectively. The highest HR for total CVD (HR: 2.29; 95% CI: 1.54–3.40; P<0.001), UA (HR: 2.13; 95% CI: 1.22 – 3.72; P<0.01), and MI (HR: 3.11; 95% CI: 1.33–7.26; P<0.01) was found when using the WHO definition. The highest HR for SA (HR: 2.56; 95% CI: 1.37 – 4.81; P<0.001) was found when using the NCEP ATP III definition.Conclusion: Having MetS based on the WHO definition was a significant predictor for the incidence of total CVD, MI, and UA, while having MetS based on the ATP III criteria was associated with a higher risk of SA in the MASHAD study population.

SHILAP Revista de lepidopterología
Brighton and Sussex Medical School (GB), Mashhad University of Medical Sciences (IR), Shahid Sadoughi University of Medical Sciences and Health Services (IR), Hakim Sabzevari University (IR), Varastegan Institute for Medical Sciences, Birjand University of Medical Sciences (IR)
Good health and well-being
Openalex Percentile: Top 61%
Heat shock proteins research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Association between Metabolic Syndrome and Its Components with Cardiovascular Disease Risk in the MASHAD Cohort Study Population · SHILAP Revista de lepidopterología (2025) | TGRS Research Map | TGRS