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Homocysteine enhances the predictive value of the GRACE risk score in patients with ST-elevation myocardial
Yan Fan, Jianjun Wang, Sumei Zhang
1Department of Cardiovascular Medicine, Gansu Provincial Hospital; Lanzhou, Gansu-China. fanyan_2016@163.com.
Insights
Adding homocysteine levels to the Global Registry of Acute Coronary Events (GRACE) risk score significantly improves prediction of clinical outcomes in ST-elevation myocardial infarction (STEMI) patients. This combination offers enhanced prognostic accuracy for adverse events.
Area of Science:
- Cardiology
- Biomarkers
- Clinical Risk Prediction
Background:
- ST-elevation myocardial infarction (STEMI) is a critical cardiovascular event.
- Accurate risk stratification is essential for managing STEMI patients.
- The Global Registry of Acute Coronary Events (GRACE) score is a widely used risk assessment tool.
Purpose of the Study:
- To evaluate if adding homocysteine levels to the GRACE score improves prediction of clinical outcomes in STEMI patients.
- To assess the incremental predictive value of homocysteine beyond the established GRACE score.
- To determine the impact on all-cause death and major adverse cardiovascular events (MACE).
Main Methods:
- Prospective cohort study of 1143 STEMI patients.
- Measurement of serum homocysteine levels and calculation of GRACE scores.
- Assessment of predictive performance using ROC analysis, Net Reclassification Improvement (NRI), and Integrated Discrimination Improvement (IDI).
Main Results:
- Both GRACE score and homocysteine independently predicted all-cause death and MACE.
- Combining homocysteine with the GRACE score significantly increased the area under the ROC curve for both outcomes.
- The addition of homocysteine led to significant improvements in NRI and IDI, indicating enhanced discrimination and reclassification.
Conclusions:
- Homocysteine is a significant and independent predictor of adverse outcomes in STEMI.
- The GRACE score remains a valuable predictor, but its predictive power is enhanced by homocysteine.
- A combined GRACE score and homocysteine model offers superior prediction of clinical outcomes in STEMI patients.
Objective:
The present study aims to investigate whether the addition of homocysteine level to the Global Registry of Acute Coronary Events (GRACE) risk score enhances its predictive value for clinical outcomes in ST-elevation myocardial infarction (STEMI).
Methods:
A total of 1143 consecutive patients with STEMI were included in this prospective cohort study. Homocysteine was detected, and the GRACE score was calculated. The predictive power of the GRACE score alone or combined with homocysteine was assessed by the receiver operating characteristic (ROC) analysis, methods of net reclassification improvement (NRI) and integrated discrimination improvement (IDI).
Results:
During a median follow-up period of 36.7 months, 271 (23.7%) patients reached the clinical endpoints. It showed that the GRACE score and homocysteine could independently predict all-cause death [GRACE: HR=1.031 (1.024-1.039), p<0.001; homocysteine: HR=1.023 (1.018-1.028), p<0.001] and MACE [GRACE: HR=1.008 (1.005-1.011), p<0.001; homocysteine: HR=1.022 (1.018-1.025), p<0.001]. When they were used in combination to assess the clinical outcomes, the area under the ROC curve significantly increased from 0.786 to 0.884 (95% CI=0.067-0.128, Z=6.307, p<0.001) for all-cause death and from 0.678 to 0.759 (95% CI=0.055-0.108, Z=5.943, p<0.001) for MACE. The addition of homocysteine to the GRACE model improved NRI (all-cause death: 0.575, p<0.001; MACE: 0.621, p=0.008) and IDI (all-cause death: 0.083, p<0.001; MACE: 0.130, p=0.016), indicating effective discrimination and reclassification.
Conclusion:
Both the GRACE score and homocysteine are significant and independent predictors for clinical outcomes in patients with STEMI. A combination of them can develop a more predominant prediction for clinical outcomes in these patients.
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