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Published on: January 28, 2020
C-reactive protein improves risk prediction in patients with acute coronary syndromes
François Schiele1, Nicolas Meneveau, Marie France Seronde
1Department of Cardiology, Centre Hospitalier Universitaire Jean Minjoz, Université de Franche Comte, EA 3920 Boulevard Fleming, 25000 Besançon, France.
Insights
Elevated C-reactive protein (CRP) levels independently predict 30-day mortality in acute coronary syndrome (ACS) patients. Adding CRP to the Global Registry of Acute Coronary Events (GRACE) risk score modestly improves risk classification and patient outcomes.
Area of Science:
- Cardiology
- Biomarkers
- Risk Stratification
Background:
- Elevated C-reactive protein (CRP) is a known risk marker in acute coronary syndromes (ACS).
- Current risk score systems, such as the Global Registry of Acute Coronary Events (GRACE) score, do not incorporate CRP levels.
- Accurate risk stratification is crucial for managing ACS patients.
Purpose of the Study:
- To evaluate the incremental predictive value of adding C-reactive protein (CRP) to the GRACE risk score.
- To determine if CRP improves the risk classification of patients with acute coronary syndromes (ACS).
Main Methods:
- A cohort of 1408/1901 consecutive ACS patients had their characteristics, treatments, and 30-day mortality recorded.
- C-reactive protein (CRP) levels were analyzed, with high CRP defined as >22 mg/L (4th quartile).
- The GRACE risk score was assessed with and without the addition of high CRP, evaluating model fit, discrimination, calibration, and reclassification.
Main Results:
- High CRP patients were older, had more comorbidities, worse hemodynamic conditions, and received less recommended treatment.
- High CRP was an independent predictor of mortality, with a four-fold higher 30-day mortality rate.
- Adding high CRP to the GRACE score modestly improved global fit (c-statistic from 0.795 to 0.823) and reclassification in 12.2% of patients.
Conclusions:
- Elevated C-reactive protein (CRP) is a modest but independent predictor of 30-day mortality in ACS patients.
- CRP provides valuable prognostic information beyond traditional risk factors, comorbidities, hemodynamics, and treatment.
- Integrating CRP with the GRACE risk score enhances the accuracy of risk classification for ACS patients.
Aims:
Elevated C-reactive protein level is a risk marker in patients with acute coronary syndromes (ACSs), but current risk score systems do not consider this factor. We studied the incremental predictive value of adding C-reactive protein to the Global Registry of Acute Coronary Events (GRACE) risk score.
Methods And Results:
Characteristics, treatments and 30-day mortality were recorded for 1408/1901 consecutive ACS patients. Changes in global model fit, discrimination, calibration, and reclassification were evaluated upon addition of C-reactive protein to the GRACE risk score. High-C-reactive protein patients (C-reactive protein >22 mg/L, 4th quartile of C-reactive protein) were older, had more comorbidities and worse haemodynamic conditions, received less recommended treatment, and had a four-fold higher 30 day mortality. Multivariable analysis demonstrated high-C-reactive protein as an important and independent predictor of mortality. Addition of high-C-reactive protein in the GRACE model modestly improved global fit, discriminatory capacity (c-statistic from 0.795 to 0.823), and calibration. Patients were divided into four groups according to GRACE risk score prediction: <1, 1 to <5, 5 to <10, and >or=10%. The model with high-C-reactive protein allowed adequate reclassification in 12.2%.
Conclusion:
Elevated C-reactive protein level is a modest but independent predictive factor of 30-day mortality in ACS patients, even after adjustment for co-morbidities, haemodynamic conditions, and treatment. Combined with the GRACE risk score, C-reactive protein information improves risk classification.
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