• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于血管内超声与X射线血管造影融合技术的冠状动脉狭窄评估的血流储备分数。

Fractional flow reserve for coronary stenosis assessment derived from fusion of intravascular ultrasound and X-ray angiography.

作者信息

Jiang Jun, Feng Li, Li Changling, Xia Yongqing, He Jingsong, Leng Xiaochang, Dong Liang, Hu Xinyang, Wang Jian'an, Xiang Jianping

机构信息

Department of Cardiology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.

ArteryFlow Technology Co., Ltd., Hangzhou, China.

出版信息

Quant Imaging Med Surg. 2021 Nov;11(11):4543-4555. doi: 10.21037/qims-20-1324.

DOI:10.21037/qims-20-1324
PMID:34737922
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8511737/
Abstract

BACKGROUND

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.

METHODS

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.

RESULTS

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).

CONCLUSIONS

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.

摘要

背景

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。

方法

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。

结果

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)。

结论

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。

相似文献

1
Fractional flow reserve for coronary stenosis assessment derived from fusion of intravascular ultrasound and X-ray angiography.基于血管内超声与X射线血管造影融合技术的冠状动脉狭窄评估的血流储备分数。
Quant Imaging Med Surg. 2021 Nov;11(11):4543-4555. doi: 10.21037/qims-20-1324.
2
Accuracy of intravascular ultrasound-derived virtual fractional flow reserve (FFR) and FFR derived from computed tomography for functional assessment of coronary artery disease.血管内超声衍生虚拟血流储备分数(FFR)和计算机断层扫描衍生 FFR 评估冠状动脉疾病功能的准确性。
Biomed Eng Online. 2023 Jun 27;22(1):64. doi: 10.1186/s12938-023-01122-x.
3
Intravascular Ultrasound-Based Fractional Flow Reserve for Predicting Prognosis after Percutaneous Coronary Intervention.基于血管内超声的血流储备分数用于预测经皮冠状动脉介入治疗后的预后
J Cardiovasc Transl Res. 2023 Dec;16(6):1417-1424. doi: 10.1007/s12265-023-10409-2. Epub 2023 Jul 13.
4
Intravascular ultrasound lumen area parameters for assessment of physiological ischemia by fractional flow reserve in intermediate coronary artery stenosis.用于通过冠状动脉中度狭窄时的血流储备分数评估生理性缺血的血管内超声管腔面积参数。
Cardiovasc Revasc Med. 2012 May-Jun;13(3):177-82. doi: 10.1016/j.carrev.2011.12.003. Epub 2012 Feb 14.
5
Comparison of three-dimensional quantitative coronary angiography and intravascular ultrasound for detecting functionally significant coronary lesions.三维定量冠状动脉造影与血管内超声检测功能性显著冠状动脉病变的比较。
Cardiovasc Diagn Ther. 2020 Oct;10(5):1256-1263. doi: 10.21037/cdt-20-560.
6
Usefulness of lumen area parameters determined by intravascular ultrasound to predict functional significance of intermediate coronary artery stenosis.血管内超声确定的管腔面积参数在预测中等程度冠状动脉狭窄的功能意义中的作用。
Chin Med J (Engl). 2013;126(9):1606-11.
7
Comparison of Fractional FLow Reserve And Intravascular ultrasound-guided Intervention Strategy for Clinical OUtcomes in Patients with InteRmediate Stenosis (FLAVOUR): Rationale and design of a randomized clinical trial.比较分数流动储备和血管内超声指导的干预策略对中间狭窄患者的临床结局的影响(FLAVOUR):一项随机临床试验的原理和设计。
Am Heart J. 2018 May;199:7-12. doi: 10.1016/j.ahj.2017.11.001. Epub 2017 Nov 6.
8
Comparison of 3-dimensional and 2-dimensional quantitative coronary angiography and intravascular ultrasound for functional assessment of coronary lesions.三维与二维定量冠状动脉造影及血管内超声用于冠状动脉病变功能评估的比较
J Cardiol. 2017 Jan;69(1):280-286. doi: 10.1016/j.jjcc.2016.05.006. Epub 2016 Jun 10.
9
Intravascular ultrasound-derived minimal lumen area criteria for functionally significant left main coronary artery stenosis.血管内超声衍生的最小管腔面积标准用于功能性左主干冠状动脉狭窄。
JACC Cardiovasc Interv. 2014 Aug;7(8):868-74. doi: 10.1016/j.jcin.2014.02.015.
10
Diagnostic value of coronary CT angiography in comparison with invasive coronary angiography and intravascular ultrasound in patients with intermediate coronary artery stenosis: results from the prospective multicentre FIGURE-OUT (Functional Imaging criteria for GUiding REview of invasive coronary angiOgraphy, intravascular Ultrasound, and coronary computed Tomographic angiography) study.在伴有中度冠状动脉狭窄的患者中,冠状动脉 CT 血管造影与有创性冠状动脉造影和血管内超声的诊断价值比较:前瞻性多中心 FIGURE-OUT(用于指导有创性冠状动脉造影、血管内超声和冠状动脉计算机断层血管造影检查的功能成像标准)研究的结果。
Eur Heart J Cardiovasc Imaging. 2014 Aug;15(8):870-7. doi: 10.1093/ehjci/jeu009. Epub 2014 Feb 9.

引用本文的文献

1
Diagnostic accuracy of a novel optical coherence tomography-based fractional flow reserve algorithm for assessment of coronary stenosis significance.基于新型光学相干断层成像的血流储备分数算法评估冠状动脉狭窄程度的诊断准确性。
Cardiol J. 2024;31(3):381-389. doi: 10.5603/cj.90744. Epub 2023 Nov 15.
2
A multi-stage neural network approach for coronary 3D reconstruction from uncalibrated X-ray angiography images.基于多阶段神经网络的冠状动脉 X 射线非标定血管造影图像三维重建方法。
Sci Rep. 2023 Oct 16;13(1):17603. doi: 10.1038/s41598-023-44633-2.
3
3D reconstruction of coronary artery bifurcations from intravascular ultrasound and angiography.从血管内超声和血管造影重建冠状动脉分叉。
Sci Rep. 2023 Aug 10;13(1):13031. doi: 10.1038/s41598-023-40257-8.
4
Intravascular Ultrasound-Based Fractional Flow Reserve for Predicting Prognosis after Percutaneous Coronary Intervention.基于血管内超声的血流储备分数用于预测经皮冠状动脉介入治疗后的预后
J Cardiovasc Transl Res. 2023 Dec;16(6):1417-1424. doi: 10.1007/s12265-023-10409-2. Epub 2023 Jul 13.
5
Accuracy of intravascular ultrasound-derived virtual fractional flow reserve (FFR) and FFR derived from computed tomography for functional assessment of coronary artery disease.血管内超声衍生虚拟血流储备分数(FFR)和计算机断层扫描衍生 FFR 评估冠状动脉疾病功能的准确性。
Biomed Eng Online. 2023 Jun 27;22(1):64. doi: 10.1186/s12938-023-01122-x.
6
Validation of hemodynamic stress calculation in coronary computed tomography angiography versus intravascular ultrasound.冠状动脉计算机断层扫描血管造影术与血管内超声血流动力学应力计算的验证
Quant Imaging Med Surg. 2023 Apr 1;13(4):2339-2351. doi: 10.21037/qims-22-832. Epub 2023 Feb 9.
7
Diagnostic performance of IVUS-FFR analysis based on generative adversarial network and bifurcation fractal law for assessing myocardial ischemia.基于生成对抗网络和分叉分形定律的血管内超声血流储备分数分析在评估心肌缺血中的诊断性能
Front Cardiovasc Med. 2023 Mar 20;10:1155969. doi: 10.3389/fcvm.2023.1155969. eCollection 2023.
8
[Research progress on image-based calculation of coronary artery fractional flow reserve].[基于图像的冠状动脉血流储备分数计算研究进展]
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2023 Feb 25;40(1):171-179. doi: 10.7507/1001-5515.202206044.
9
Diagnostic performance of AccuFFRangio in the functional assessment of coronary stenosis compared with pressure wire-derived fractional flow reserve.与压力导丝衍生的血流储备分数相比,AccuFFRangio在冠状动脉狭窄功能评估中的诊断性能。
Quant Imaging Med Surg. 2022 Feb;12(2):949-958. doi: 10.21037/qims-21-463.
10
Diagnostic Performance of Angiography-Based Fractional Flow Reserve for Functional Evaluation of Coronary Artery Stenosis.基于血管造影的血流储备分数对冠状动脉狭窄功能评估的诊断性能
Front Cardiovasc Med. 2021 Oct 12;8:714077. doi: 10.3389/fcvm.2021.714077. eCollection 2021.

本文引用的文献

1
Automatic segmentation of coronary lumen and external elastic membrane in intravascular ultrasound images using 8-layer U-Net.基于 8 层 U-Net 的血管内超声图像冠状动脉管腔和外弹力膜自动分割。
Biomed Eng Online. 2021 Feb 6;20(1):16. doi: 10.1186/s12938-021-00852-0.
2
Intravascular ultrasound-based machine learning for predicting fractional flow reserve in intermediate coronary artery lesions.基于血管内超声的机器学习预测中度冠状动脉病变的血流储备分数。
Atherosclerosis. 2020 Jan;292:171-177. doi: 10.1016/j.atherosclerosis.2019.10.022. Epub 2019 Nov 2.
3
Diagnostic accuracy of intracoronary optical coherence tomography-derived fractional flow reserve for assessment of coronary stenosis severity.冠状动脉光学相干断层成像衍生的血流储备分数评估冠状动脉狭窄严重程度的诊断准确性。
EuroIntervention. 2019 Jun 20;15(2):189-197. doi: 10.4244/EIJ-D-19-00182.
4
Coronary fractional flow reserve derived from intravascular ultrasound imaging: Validation of a new computational method of fusion between anatomy and physiology.冠状动脉血流储备分数的血管内超声成像:一种新的解剖-生理融合计算方法的验证。
Catheter Cardiovasc Interv. 2019 Feb 1;93(2):266-274. doi: 10.1002/ccd.27822. Epub 2018 Sep 12.
5
Diagnostic Performance of In-Procedure Angiography-Derived Quantitative Flow Reserve Compared to Pressure-Derived Fractional Flow Reserve: The FAVOR II Europe-Japan Study.术中血管造影衍生的定量血流储备与压力衍生的分数流量储备的诊断性能比较:FAVOR II 欧洲-日本研究。
J Am Heart Assoc. 2018 Jul 6;7(14):e009603. doi: 10.1161/JAHA.118.009603.
6
Intravascular Ultrasound-Derived Virtual Fractional Flow Reserve for the Assessment of Myocardial Ischemia.血管内超声衍生的虚拟血流储备分数评估心肌缺血。
Circ J. 2018 Feb 23;82(3):815-823. doi: 10.1253/circj.CJ-17-1042. Epub 2018 Jan 25.
7
Diagnostic Accuracy of Angiography-Based Quantitative Flow Ratio Measurements for Online Assessment of Coronary Stenosis.基于血管造影的定量血流比测量在冠状动脉狭窄在线评估中的诊断准确性。
J Am Coll Cardiol. 2017 Dec 26;70(25):3077-3087. doi: 10.1016/j.jacc.2017.10.035. Epub 2017 Oct 31.
8
A vessel length-based method to compute coronary fractional flow reserve from optical coherence tomography images.一种基于血管长度从光学相干断层扫描图像计算冠状动脉血流储备分数的方法。
Biomed Eng Online. 2017 Jun 26;16(1):83. doi: 10.1186/s12938-017-0365-4.
9
A head-to-head comparison between CT- and IVUS-derived coronary blood flow models.基于CT和血管内超声(IVUS)的冠状动脉血流模型的直接比较。
J Biomech. 2017 Jan 25;51:65-76. doi: 10.1016/j.jbiomech.2016.11.070. Epub 2016 Dec 9.
10
Diagnostic Accuracy of Fast Computational Approaches to Derive Fractional Flow Reserve From Diagnostic Coronary Angiography: The International Multicenter FAVOR Pilot Study.快速计算方法从诊断性冠状动脉造影中获得血流储备分数的诊断准确性:国际多中心 FAVOR 初步研究。
JACC Cardiovasc Interv. 2016 Oct 10;9(19):2024-2035. doi: 10.1016/j.jcin.2016.07.013.