Metabolic vulnerability index and Life's Essential 8 with risk of major adverse cardiovascular events
Xiaojie Wang1, Yanhui Gao2, Gregory Y H Lip3,4,5
1Research Team of Prevention and Treatment of Cerebral Hemorrhage Applying Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China.
Abstract:
The metabolic vulnerability index (MVX) captures metabolic-inflammatory vulnerability, but its joint relevance with Life's Essential 8 (LE8) for major adverse cardiovascular events (MACE) is unclear. We analyzed 239,135 UK Biobank participants free of baseline MACE. MVX was calculated from six NMR-based biomarkers. LE8 scores were classified as low (<60), moderate (60-79), or high (≥80) cardiovascular health (CVH). Cox models evaluated associations of MVX and LE8 with incident MACE; joint-effect, interaction, counterfactual, and mediation analyses were conducted. Over a median 13.6 years, 17,146 MACE occurred. Higher MVX was associated with higher MACE risk (HR = 1.08, 95% CI: 1.07, 1.10), whereas high CVH was associated with lower risk compared to low CVH (HR = 0.44, 95% CI: 0.41, 0.47). Participants with low CVH and MVX Q4 had the highest risk (HR = 2.84, 95% CI: 2.60, 3.12). Additive interaction was evident for MACE and myocardial infarction. Counterfactual and mediation analyses suggested that better CVH could prevent a substantial proportion of events, partly through lower metabolic vulnerability. Combined MVX and LE8 assessment may improve cardiovascular risk stratification and support targeted prevention.
Insights
The metabolic vulnerability index (MVX) and Life's Essential 8 (LE8) predict cardiovascular events. Combining MVX and LE8 improves risk assessment and targeted prevention strategies for major adverse cardiovascular events (MACE).
Area of Science:
- Cardiovascular Medicine
- Metabolic Health
- Biomarker Research
Background:
- The metabolic vulnerability index (MVX) assesses metabolic-inflammatory status.
- Life's Essential 8 (LE8) measures cardiovascular health (CVH).
- The combined predictive value of MVX and LE8 for major adverse cardiovascular events (MACE) requires investigation.
Purpose of the Study:
- To evaluate the joint relevance of MVX and LE8 in predicting MACE.
- To explore the interaction and mediation effects between MVX, LE8, and MACE.
- To assess the potential of combined MVX and LE8 assessment for cardiovascular risk stratification.
Main Methods:
- Analysis of 239,135 UK Biobank participants without baseline MACE.
- Calculation of MVX using six NMR-based biomarkers.
- Classification of LE8 scores into low, moderate, and high CVH categories.
- Application of Cox models, joint-effect, interaction, counterfactual, and mediation analyses.
Main Results:
- Higher MVX was associated with increased MACE risk (HR=1.08).
- High CVH (LE8 ≥80) was associated with reduced MACE risk compared to low CVH (HR=0.44).
- The highest MACE risk was observed in participants with low CVH and high MVX (Q4) (HR=2.84).
- Additive interaction was found between MVX and LE8 for MACE and myocardial infarction.
- Mediation analysis indicated that improved CVH could prevent events partly by reducing metabolic vulnerability.
Conclusions:
- Combined assessment of MVX and LE8 offers enhanced cardiovascular risk stratification.
- Targeted prevention strategies can be supported by understanding the interplay between metabolic vulnerability and CVH.
- MVX and LE8 are valuable tools for predicting MACE and guiding cardiovascular health interventions.
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