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Predictive value of the novel risk score BETTER (BiomarkErs and compuTed Tomography scorE on Risk stratification) for
1Institute of Cardiovascular Disease Research, Xuzhou Medical College, 84 West Huaihai Road, 221006, Xuzhou, Jiangsu, China.
Insights
A new risk score, BETTER, combining blood biomarkers and CCTA imaging, shows higher accuracy in predicting major adverse cardiac events in unstable angina patients than existing methods. This tool improves cardiovascular risk stratification.
Area of Science:
- Cardiology
- Biomarkers
- Medical Imaging
Background:
- Current risk stratification scores like Braunwald classification and TIMI risk score have limitations for unstable angina (UA) patients.
- Accurate cardiovascular risk assessment is crucial for managing UA.
- Need for improved risk stratification tools in cardiology practice.
Purpose of the Study:
- To develop and validate a novel risk score for patients with unstable angina (UA).
- The new score integrates blood biomarkers and coronary computed tomographic angiography (CCTA) characteristics.
- To enhance the prediction accuracy of major adverse cardiac events (MACEs).
Main Methods:
- A cohort of 201 patients with confirmed UA was studied over a 1-year follow-up period.
- Blood biomarkers (Hs-cTnT, Hs-CRP, MPO, NT-proBNP, IMA) and CCTA characteristics (stenosis, plaque, EFV, calcification) were analyzed.
- The novel BETTER (Biomarkers and cT Tomography scorE on Risk stratification) score was developed using Cox multivariable analysis.
Main Results:
- The BETTER risk score demonstrated a superior Area Under the Curve (AUC) of 0.937 compared to Braunwald (0.621) and TIMI (0.680) scores.
- CCTA characteristics showed strong correlation with MACEs (AUCs ranging from 0.835 to 0.912).
- Biomarkers also correlated with MACEs, with Hs-CRP (AUC 0.745) and MPO (AUC 0.650) showing notable predictive value.
Conclusions:
- The BETTER risk score is a novel and effective tool for risk stratification in UA patients.
- It offers higher prediction accuracy in discrimination and calibration compared to existing scores.
- This score can aid clinicians in better managing cardiovascular risk in UA.
Background:
The Braunwald classification and TIMI (Thrombolysis In Myocardial Infarction) risk score are used to stratify cardiovascular risk in patients with unstable angina (UA). However, these scores have a limited capacity in the practice of cardiology.
Objectives:
This study sought to develop a new score, based on blood biomarkers and coronary computed tomographic angiography (CCTA) characteristics, for patients with UA.
Patients And Methods:
The study group consisted of 201 patients with confirmed UA. Follow-up time was 1 year; major adverse cardiac events (MACEs) included cardiovascular death, recurrent acute coronary syndrome (ACS), and re-admission to hospital. Blood biomarkers including high-sensitivity cardiac troponin T (Hs-cTnT), high-sensitivity C-reactive protein (Hs-CRP), myeloperoxidase (MPO) N-terminal pro-B-type natriuretic peptide (NT-proBNP), and ischemia-modified albumin (IMA) were measured. CCTA characteristics such as stenosis, plaque, epicardial fat volume (EFV), and calcification were evaluated. After analysis of relationships, the novel risk BETTER (BiomarkErs and compuTed Tomography scorE on Risk stratification) score was assessed in 201 patients.
Results:
In all, 25 MACEs (12.44 %) occurred: 2 cardiac deaths (1.00 %), 13 non-fatal myocardial infarctions (6.47 %), 10 recurrent ACS and re-admission in hospital (4.96 %). Serum levels of MPO, NT-proBNP, Hs-TnT, Hs-CRP, and IMA were correlated with MACEs (r = 0.20, r = 0.40, r = 0.18, r = 0.24, p < 0.01, respectively; r = 0.12, p > 0.05). CCTA characteristics of stenosis, plaque, EFV, and calcification were significantly correlated with MACEs (r = 0.53, r = 0.57, r = 0.42, and r = 0.52, all p < 0.01 respectively) and were significantly higher in the MACEs group than in the non-MACEs group. Thus, a new risk score was created combining biomarkers and CCTA statistics into a Cox multivariable for risk prediction of 1-year MACEs: BETTER risk score = MPO•0.1 + Hs-TnT•50 + Hs-CRP•0.4 + stenosis•9 + plaque•13 + EFV•0.2. The areas under the curve (AUC) for the prediction by Hs-cTnT, Hs-CRP, and MPO were 0.536 (95 % CI 0.409-0.662), 0.745 (95 % CI 0.641-0.850), and 0.650 (95 % CI 0.541-0.760), respectively. The AUC for the prediction of CCTA characteristics of stenosis, plaque, and EFV were 0.905 (95 % CI 0.860-0.950), 0.912 (95 % CI 0.867-0.957), and 0.835 (95 % CI 0.752-0.917), respectively. In addition, the AUC was 0.621 (95 % CI 0.492-0.750) for the Braunwald classification and 0.680 (95 % CI 0.559-0.801) for the TIMI score. The AUC for the BETTER risk score was 0.937 (95 % CI 0.902-0.972).
Conclusion:
The BETTER risk score is new tool specifically developed for patients with UA. The score displays higher prediction accuracy in terms of discrimination and calibration than other currently available scores for risk stratification.
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