Jiang Jun, Feng Li, Li Changling, Xia Yongqing, He Jingsong, Leng Xiaochang, Dong Liang, Hu Xinyang, Wang Jian'an, Xiang Jianping
Department of Cardiology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.
ArteryFlow Technology Co., Ltd., Hangzhou, China.
Quant Imaging Med Surg. 2021 Nov;11(11):4543-4555. doi: 10.21037/qims-20-1324.
Intravascular ultrasound (IVUS) provides good insight into lumen boundary and plaques; however, it is still difficult to detect functionally significant stenosis from IVUS images for the guidance of coronary percutaneous intervention (PCI). This study aimed to develop a novel method to estimate fractional flow reserve (FFR) value for determining the functional significance of coronary artery disease through the fusion of IVUS and X-ray angiographic images.
We developed a novel approach to 3D vessel reconstruction by integrating IVUS with X-ray angiographic images. Based on the reconstructed geometry and the inlet flow derived from the thrombolysis in myocardial infarction (TIMI) frame count, a simplified fluid dynamics equation was established to compute the pressure drop and IVUS-derived FFR (AccuFFRivus) was subsequently obtained. To validate the feasibility and performance of this IVUS-based FFR method, we performed AccuFFRivus calculations on 32 coronary vessels with invasive FFR as the reference standard.
Great correlation (r=0.86, P<0.001) was observed between AccuFFRivus and FFR. The area under the receiver-operating characteristic curve (AUC) was higher for AccuFFRivus than minimal lumen area (MLA, <4 mm) and diameter stenosis rate (DS% ≥50%) [0.98 (95% CI: 0.86 to 1.0) 0.78 (95% CI: 0.60 to 0.91) and 0.66 (95% CI: 0.47 to 0.82)]. Bland-Altman plot showed a mean difference value of -0.011 (limits of agreement: -0.156 to 0.134).
AccuFFRivus is a novel method for hybridizing IVUS and X-ray angiographic images to identify functionally significant stenosis with FFR ≤0.80. The good diagnostic performance from the initial validation study demonstrates the potential for clinical utilization of physiologically guided decision-making. Further validation is required in future studies with a large number of cases.
血管内超声(IVUS)能很好地显示管腔边界和斑块;然而,从IVUS图像中检测出对冠状动脉经皮介入治疗(PCI)有指导意义的功能性显著狭窄仍很困难。本研究旨在开发一种新方法,通过融合IVUS和X射线血管造影图像来估计血流储备分数(FFR)值,以确定冠状动脉疾病的功能意义。
我们开发了一种将IVUS与X射线血管造影图像相结合的三维血管重建新方法。基于重建的几何结构和源自心肌梗死溶栓(TIMI)帧数的入口血流,建立了一个简化的流体动力学方程来计算压力降,随后获得基于IVUS的FFR(AccuFFRivus)。为验证这种基于IVUS的FFR方法的可行性和性能,我们以有创FFR作为参考标准,对32条冠状动脉进行了AccuFFRivus计算。
AccuFFRivus与FFR之间观察到高度相关性(r = 0.86,P < 0.001)。AccuFFRivus的受试者操作特征曲线下面积(AUC)高于最小管腔面积(MLA,<4 mm)和直径狭窄率(DS%≥50%)[0.98(95%CI:0.86至1.0)、0.78((95%CI:0.60至0.91)和0.66(95%CI:0.47至0.82)]。Bland-Altman图显示平均差值为-0.011(一致性界限:-0.156至0.134)。
AccuFFRivus是一种将IVUS和X射线血管造影图像相结合的新方法,用于识别FFR≤0.80的功能性显著狭窄。初步验证研究的良好诊断性能表明了生理指导决策在临床应用中的潜力。未来需要大量病例的进一步验证研究。