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Published on: January 28, 2020
Biomarker-Based Risk Model to Predict Cardiovascular Mortality in Patients With Stable Coronary Disease.
Daniel Lindholm1, Johan Lindbäck2, Paul W Armstrong3
1Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden; Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden.
A new ABC-CHD model accurately predicts cardiovascular death in stable coronary heart disease (CHD) patients. It uses readily available biomarkers like NT-proBNP and hs-cTnT, along with clinical factors, to guide patient management.
Area of Science:
- Cardiology
- Biomarker Research
- Clinical Prediction Modeling
Background:
- No universally accepted model exists for predicting outcomes in stable coronary heart disease (CHD).
- Accurate risk stratification is crucial for managing patients with stable CHD.
Purpose of the Study:
- To evaluate and compare the prognostic value of biomarkers and clinical variables in stable CHD.
- To develop a robust biomarker-based prediction model for cardiovascular (CV) death in stable CHD patients.
Main Methods:
- Prospective analysis of 13,164 patients with stable CHD from the STABILITY trial.
- Multivariable Cox regression used to develop a prediction model incorporating age, biomarkers (NT-proBNP, hs-cTnT, LDL cholesterol), and clinical factors (smoking, diabetes, PAD).
- Internal bootstrap validation and external validation in 1,547 patients.
Main Results:
- N-terminal pro-B-type natriuretic peptide (NT-proBNP) and high-sensitivity cardiac troponin T (hs-cTnT) demonstrated superior prognostic value.
- The developed 'ABC-CHD' model showed high discriminatory ability for CV death (c-index 0.81 derivation, 0.78 validation).
- The model exhibited adequate calibration in both derivation and validation cohorts.
Conclusions:
- The ABC-CHD model offers a reliable tool for predicting CV death in stable CHD.
- Its basis on accessible biomarkers and clinical factors facilitates widespread clinical application.
- The model can enhance clinical assessment and inform cardiovascular risk management strategies.
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