Related Experiment Video
Updated: Jan 16, 2026

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Metabolic Syndrome Clusters and Arterial Stiffness: Unraveling Early Predictors of Cardiovascular Risk in a Follow-Up
Agnė Jucevičienė1,2, Ligita Ryliškytė1, Jolita Badarienė1,2
1Clinic of Cardiovascular Diseases, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, M. K. Čiurlionio Str. 21, LT-03101 Vilnius, Lithuania.
Insights
Metabolic syndrome (MetS) component clusters and arterial stiffness increase cardiovascular event risk. Specific combinations like WTBG and WTHBG are linked to stiffer arteries and higher event rates.
Area of Science:
- Cardiovascular Medicine
- Metabolic Disorders
- Vascular Health
Background:
- Metabolic syndrome (MetS) is a cluster of conditions that increase the risk of heart disease, stroke, and type 2 diabetes.
- Arterial stiffness is a key indicator of cardiovascular health and a predictor of future cardiovascular events.
Purpose of the Study:
- To assess the association between different metabolic syndrome (MetS) component clusters, arterial stiffness (aortic pulse wave velocity [aPWV] and cardio-ankle vascular index [CAVI]), and major cardiovascular events.
- To identify specific MetS component combinations that predict increased cardiovascular risk and arterial stiffness.
Main Methods:
- Prospective cohort study of 5307 participants (aged 40-64) with MetS, free of cardiovascular disease.
- Average follow-up of 4.57 years to monitor major cardiovascular events.
- Arterial stiffness measured by aPWV and CAVI; statistical analysis of MetS clusters, arterial stiffness, and cardiovascular outcomes.
Main Results:
- 3.34% of subjects experienced a major cardiovascular event.
- Individuals with four MetS criteria had higher event risk than those with three.
- Elevated triglycerides and glucose were significantly associated with increased risk.
- Specific MetS clusters (WBG, WTHB) and combinations (WBG, WTBG, WTHBG) were significantly associated with cardiovascular events and higher arterial stiffness (aPWV, CAVI).
- Clusters WTBG and WTHBG were linked to more than double the odds of extremely stiff arteries (aPWV > 95th percentile).
Conclusions:
- Increased arterial stiffness and a higher number of MetS components are associated with a higher risk of cardiovascular events.
- Specific MetS components, particularly elevated triglycerides and glucose, contribute significantly to this risk.
- Unfavorable MetS component combinations (WTBG, WTHBG, WTB) are strongly associated with extremely stiff arteries, indicating a heightened risk profile.
Background:
The aim of this study was to assess the association between different metabolic syndrome (MetS) component clusters, arterial stiffness as measured by aortic pulse wave velocity (aPWV) and cardio-ankle vascular index (CAVI), and the incidence of major cardiovascular events during long-term follow-up.
Methods:
The prospective cohort study included 5307 participants with MetS, aged 40 to 64 years, who had no evident cardiovascular disease and were enrolled in the Lithuanian High Cardiovascular Risk primary prevention program. All participants were followed up for an average of 4.57 ± 2.74 years to monitor the occurrence of major cardiovascular events. Arterial stiffness was assessed using aPWV and CAVI measurements. The associations between different MetS component clusters, arterial stiffness, and cardiovascular outcomes were analyzed.
Results:
During the follow-up period, 3.34% of the subjects experienced a major cardiovascular event. Individuals meeting four MetS criteria had a higher risk of events compared to those meeting three. Elevated triglycerides and elevated glucose were each significantly associated with increased risk. Specific MetS combinations, particularly clusters involving WTHB (increased waist circumference [W], elevated triglycerides [T], decreased HDL cholesterol [H], and elevated blood pressure [B]), as well as WBG (waist circumference, blood pressure, and glucose [G]), were significantly associated with cardiovascular events. The cross-sectional analysis also revealed that arterial stiffness, assessed as aPWV, was significantly higher in subjects with the WBG, WTBG, and WTHBG clusters. Meanwhile, higher CAVI was associated with the WTBG cluster. In the logistic regression analysis, the presence of the following clusters was linked to more than twice increased odds for having extremely stiff arteries: WTBG (OR = 2.351) and WTHBG (OR = 2.201) for aPWV values above the 95th percentile (>11.3 m/s) and WTB (OR = 2.096) for CAVI values above the 95th percentile (>10.2).
Conclusions:
Our findings demonstrate that higher risk of CV events is associated with increased arterial stiffness and higher number of MetS components present, as well as with the presence of specific MetS components; in particular, increased levels of triglycerides and glucose. Furthermore, the cross-sectional analysis demonstrated that subjects with the unfavorable combination of MetS components, such as WTBG, WTHBG, and WTB, are more than twice as likely to have extremely stiff arteries.
Related Concept Videos
Coronary Artery Disease I: Introduction
Atherosclerosis II: Clinical Manifestations and Diagnostic Tests
Atherosclerosis I: Introduction
Atherosclerosis III: Management
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
Blood Studies for Cardiovascular System II: CRP, Hcy, and Cardiac Natriuretic Peptide Markers
These markers indicate stress or strain on the heart muscle:
Natriuretic Peptides (BNP)
Cardiac myocytes produce these hormones in response to ventricular stretching...

