Assessment of Metabolic Scores for Visceral Fat and the Risk of Cardiovascular Disease in Adults with Stages 0–3 of CKM Syndrome: Findings from a Longitudinal CHARLS Study - Report - MDSpire

Assessment of Metabolic Scores for Visceral Fat and the Risk of Cardiovascular Disease in Adults with Stages 0–3 of CKM Syndrome: Findings from a Longitudinal CHARLS Study

  • By

  • Hao Zhang

  • Shun Li

  • Junpeng Kan

  • Tingting Xia

  • Ning Cao

  • Hui Chen

  • January 17, 2026

  • 0 min

Share

Assessment of Metabolic Scores for Visceral Fat and CVD Risk in CKM Syndrome

Overview

This study investigates the relationship between the Metabolic Score for Visceral Fat (METS-VF) and cardiovascular disease (CVD) risk in adults with stages 0-3 of Cardiovascular-Kidney-Metabolic (CKM) syndrome. It highlights the mediating role of insulin sensitivity, as measured by estimated glucose disposal rate (eGDR), in this relationship.

Background

CKM syndrome is a growing global health concern characterized by the interplay of cardiovascular disease, chronic kidney disease, and metabolic dysfunction. The risk of CVD escalates with the progression of CKM syndrome stages, underscoring the need for effective risk stratification tools. Current clinical indicators are inadequate for predicting CVD progression in CKM syndrome, necessitating innovative approaches like METS-VF.

Data Highlights

No numerical data available in the provided text.

Key Findings

  • METS-VF integrates multiple factors, including METS-IR and waist-to-height ratio, providing a robust measure of cardiometabolic risk.
  • Insulin resistance is a key factor linking visceral fat and CVD development in CKM syndrome.
  • The study utilized data from the CHARLS cohort, which includes a diverse population across China.
  • METS-VF may improve risk stratification for CVD in CKM syndrome compared to traditional metrics.
  • eGDR mediates the relationship between METS-VF and CVD risk, highlighting the importance of insulin sensitivity.

Clinical Implications

Healthcare professionals should consider the use of METS-VF as a more accurate tool for assessing CVD risk in patients with CKM syndrome. Understanding the role of insulin sensitivity in this context may guide targeted interventions to mitigate cardiovascular risks.

Conclusion

The findings suggest that METS-VF is a valuable index for predicting CVD risk in CKM syndrome, with insulin sensitivity playing a crucial mediating role. Further research is warranted to validate these findings and enhance clinical practice.

References

  1. European Radiology, 2023 -- Detection of Silent Myocardial Infarction Fatty Scars via Coronary Calcium Scoring CT in Diabetic Individuals Lacking Coronary Heart Disease History
  2. The Journal of Clinical Endocrinology & Metabolism, 2023 -- Links Between Visceral and Hepatic Fat with Cardiac Structure and Function: Findings from a UK Biobank Analysis
  3. European Journal of Preventive Cardiology, 2023 -- Gender Variations in Cardiovascular–Kidney–Metabolic Risk Factors Linked to Degenerative Valvular Heart Disease
  4. The Journal of Clinical Endocrinology & Metabolism, 2023 -- Associations of Metabolic Phenotypes with Cardiac Structure and Clinical Outcomes: Insights from the UK Biobank
  5. American College of Cardiology, 2025 -- New High Blood Pressure Guideline Emphasizes Prevention, Early Treatment to Reduce CVD Risk
  6. Association between visceral adiposity index and cardiovascular disease: A systematic review and meta-analysis, 2025
  7. Semaglutide and Hospitalizations in Patients With Obesity and Established Cardiovascular Disease: An Exploratory Analysis of the SELECT Randomized Clinical Trial, 2023
  8. New High Blood Pressure Guideline Emphasizes Prevention, Early Treatment to Reduce CVD Risk - American College of Cardiology
  9. Association between visceral adiposity index and cardiovascular disease: A systematic review and meta-analysis - ScienceDirect
  10. Semaglutide and Hospitalizations in Patients With Obesity and Established Cardiovascular Disease: An Exploratory Analysis of the SELECT Randomized Clinical Trial - PubMed

Original Source(s)

Related Content