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Diagnostic performance of a vessel-length-based method to compute the instantaneous wave-free ratio in coronary
Kyung Eun Lee1,2, Gook Tae Kim1, Eui Cheol Jung1
1Department of Mechanical and Biomedical Engineering, Kangwon National University, Chuncheon, Kangwon-do, 200-701, Republic of Korea.
Insights
A new noninvasive method estimates instantaneous wave-free ratio (iFR) using patient-specific coronary artery models. This computed tomography-derived iFR (CT-iFR) shows high accuracy, offering a potential pre-operative tool for coronary intervention planning.
Area of Science:
- Cardiovascular Medicine
- Biomedical Engineering
- Medical Imaging
Background:
- Fractional flow reserve (FFR) is the gold standard for assessing coronary stenosis severity but requires hyperemia.
- Instantaneous wave-free ratio (iFR) is a vasodilator-free index for resting-state assessment.
- Computed tomography-derived iFR (CT-iFR) offers a noninvasive approach to estimate iFR.
Purpose of the Study:
- To develop and validate a vessel-length-based CT-iFR method using patient-specific coronary artery models.
- To evaluate the diagnostic performance of the developed CT-iFR method compared to clinically measured iFR.
- To assess the potential of CT-iFR as a noninvasive aid for percutaneous coronary intervention (PCI) strategy.
Main Methods:
- Coupling a 3D computational fluid dynamics (CFD) model with a lumped parameter model (LPM) for coronary circulation.
- Simulating iFR in a non-hyperemic resting state using a time-varying resistance in the LPM.
- Computing CT-iFR for 50 coronary vessels from 32 patients and comparing with clinical iFR measurements.
Main Results:
- The CT-iFR method demonstrated a high area under the receiver operating characteristics curve (AUC) of 0.93.
- Diagnostic performance metrics included 86% accuracy, 83.3% sensitivity, and 86.8% specificity.
- The CT-iFR values showed strong agreement with clinically measured iFRs.
Conclusions:
- The developed vessel-length-based CT-iFR method is a noninvasive and accurate tool for assessing coronary stenosis.
- CT-iFR can serve as a valuable pre-operative aid for planning percutaneous coronary intervention strategies.
- This noninvasive CT-iFR approach may reduce the need for invasive hyperemia-based assessments.
Abstract:
The instantaneous wave-free ratio (iFR) is a recently introduced vasodilator-free index to assess the functional severity of coronary stenosis in the resting state, while fractional flow reserve (FFR) is the gold standard index in hyperemia. The computed instantaneous wave-free ratio (CT-iFR) is a noninvasive method to estimate iFR using computer simulations. Here, we developed a vessel-length-based CT-iFR method in patient-specific models of coronary arteries. This method was implemented by coupling a three-dimensional computational fluid dynamics model with a lumped parameter model (LPM) of coronary circulation in a non-hyperemic resting state. A time-varying resistance in the LPM was used for the iFR simulation. In total, 50 coronary vessels of 32 patients were computed, and their CT-iFR values were compared with clinically measured iFRs to evaluate the diagnostic performance of the present CT-iFR method. The area under the receiver operating characteristics curve of CT-iFR validation was 0.93. In diagnostic performances of CT-iFR, accuracy, sensitivity, and specificity were 86%, 83.3%, and 86.8%, respectively. These results indicate that this CT-iFR method can be used as a pre-operative aid to establish a percutaneous coronary intervention strategy as a noninvasive alternative to iFR.
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