Related Experiment Video
Updated: Sep 10, 2025

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Metabolic score for insulin resistance is associated with adverse cardiovascular events in patients with type 2
Ying Xin1,2, Na-Ling Peng2, Cai-Yan Xin3
1Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha 410011, Hunan Province, China.
Background:
Cardiovascular disease represents a major complication in patients with type 2 diabetes mellitus (T2DM), with insulin resistance (IR) recognized as a key underlying pathophysiological mechanism. The metabolic score for IR (METS-IR), a simple, non-invasive, and insulin-independent surrogate marker of IR, has been validated for risk stratification and prognostic assessment in conditions such as hypertension, ischemic cardiomyopathy, and T2DM. Monitoring fluctuations in METS-IR levels among individuals with T2DM may facilitate early identification of elevated cardiovascular risk and inform timely therapeutic adjustments.
Aim:
To investigate the association between METS-IR and cardiovascular risk in patients with T2DM and to evaluate its potential utility as a predictive biomarker.
Methods:
This study represents a secondary analysis of a multicenter randomized controlled trial, ultimately including 10191 patients with T2DM aged 40 years to 79 years, with a follow-up duration of approximately 10 years. Baseline METS-IR was calculated using triglycerides, body mass index, high-density lipoprotein cholesterol and fasting plasma glucose. The predictive value of METS-IR for major adverse cardiovascular events (MACEs), all-cause mortality, congestive heart failure, and major coronary heart disease events, was assessed using Cox proportional hazards models, restricted cubic spline analysis, and stratified subgroup analyses. Multivariable adjustments were performed to account for potential confounding factors.
Results:
The incidence of MACEs increased steadily across higher METS-IR quartiles. After adjusting for multiple confounding factors, hazard ratios comparing the highest to the lowest METS-IR quartile were 1.25 [95% confidence interval (CI): 1.08-1.45] for MACEs, 1.55 (95%CI: 1.23-1.96) for cardiovascular death, 1.39 (95%CI: 1.21-1.59) for all-cause mortality, 2.22 (95%CI: 1.74-2.82) for congestive heart failure, and 1.35 (95%CI: 1.17-1.56) for major coronary heart disease. Restricted cubic spline analysis supported a positive, dose-dependent relationship between rising METS-IR levels and cardiovascular risk. Moreover, adding METS-IR to conventional risk prediction models enhanced their performance, as evidenced by improvements in the C-statistic, net reclassification improvement, and integrated discrimination improvement. Subgroup analyses indicated possible interactions between METS-IR, hemoglobin A1c levels, and aspirin therapy.
Conclusion:
METS-IR shows a strong correlation with cardiovascular risk in individuals with T2DM. Tracking METS-IR levels could enhance risk assessment and the prediction of cardiovascular events.
More Related Videos
09:40Phosphorus-31 Magnetic Resonance Spectroscopy: A Tool for Measuring In Vivo Mitochondrial Oxidative Phosphorylation Capacity in Human Skeletal Muscle
Published on: January 19, 2017
07:22Glycemic Impact on Knee Osteoarthritis Symptoms on Physical, Radiographic, and Inflammatory Markers among Individuals Aged 50 and Over with Diabetes
Published on: March 7, 2025
Related Concept Videos
Coronary Artery Disease I: Introduction
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Diabetes Mellitus: Type 2 and Gestational
Carbohydrate Metabolism
Starch accounts for approximately 60% of the carbohydrates consumed by humans. Since amylase enzymes cannot function in the stomach's acidic environment, starch can only be digested in the mouth and small intestine. Simple sugars are found naturally in milk and fruits in...
Diabetes: Symptoms, Diagnosis, and Complications
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...