Development of a method for automated and stable myocardial perfusion measurement using coronary X-ray angiography images

被引:0
作者
Takuya Sakaguchi
Takashi Ichihara
Takahiro Natsume
Jingwu Yao
Omair Yousuf
Jeffrey C. Trost
Joao A. C. Lima
Richard T. George
机构
[1] Toshiba Medical Systems Corporation,Faculty of Radiological Technology
[2] Tokyo Institute of Technology,Department of Medicine, Division of Cardiology
[3] Fujita Health University School of Health Sciences,undefined
[4] Toshiba Medical Research Institute USA,undefined
[5] The Johns Hopkins University School of Medicine,undefined
来源
The International Journal of Cardiovascular Imaging | 2015年 / 31卷
关键词
Perfusion; Coronary angiography; Model analysis; Patlak plot;
D O I
暂无
中图分类号
学科分类号
摘要
The purpose of this study was to develop a method for automatic and stable determination of the optimal time range for fitting with a Patlak plot model in order to measure myocardial perfusion using coronary X-ray angiography images. A conventional two-compartment model is used to measure perfusion, and the slope of the Patlak plot is calculated to obtain a perfusion image. The model holds for only a few seconds while the contrast agent flows from artery to myocardium. Therefore, a specific time range should be determined for fitting with the model. To determine this time range, automation is needed for routine examinations. The optimal time range was determined to minimize the standard error between data points and their least-squares regression straight line in the Patlak plot. A total of 28 datasets were tested in seven porcine models. The new method successfully detected the time range when contrast agent flowed from artery to myocardium. The mean cross correlation in the linear regression analysis (R2) was 0.996 ± 0.004. The mean length of the optimal time range was 3.61 ± 1.29 frames (2.18 ± 1.40 s). This newly developed method can automatically determine the optimal time range for fitting with the model.
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页码:905 / 914
页数:9
相关论文
共 67 条
[1]  
van’t Hof AWJ(1998)Angiographic assessment of myocardial reperfusion in patients treated with primary angioplasty for acute myocardial infarction myocardial blush grade Circulation 97 2302-2306
[2]  
Liem A(2003)Angiographic assessment of reperfusion in acute myocardial infarction by myocardial blush grade Circulation 107 2115-2119
[3]  
Suryapranata H(2000)Relationship of TIMI myocardial perfusion grade to mortality after administration of thrombolytic drugs Circulation 101 125-130
[4]  
Henriques JPS(2004)Coronary and myocardial angiography: angiographic assessment of both epicardial and myocardial perfusion Circulation 109 3096-3105
[5]  
Zijlstra F(2009)Computer-assisted myocardial blush quantification after percutaneous coronary angioplasty for acute myocardial infarction: a substudy from the TAPAS trial Eur Heart J 30 594-599
[6]  
van’t Hof AWJ(1987)Digital subtraction angiographic imaging of coronary flow reserve Circulation 75 461-472
[7]  
Gibson CM(1995)Digital angiographic impulse response analysis of myocardial perfusion: influence of heart rate and blood pressure changes on microcirculatory transit time measurement in the normal canine coronary circulation Comput Biomed Res 28 371-392
[8]  
Cannon CP(1994)Digital angiographic assessment of the physiological changes to the regional microcirculation induced by successful coronary angioplasty Circulation 90 163-171
[9]  
Murphy SA(1994)Digital angiographic impulse response analysis of regional myocardial perfusion. Detection of autoregulatory changes in nonstenotic coronary arteries induced by collateral flow to adjacent stenotic arteries Circulation 89 1004-1012
[10]  
Gibson CM(1991)Digital angiographic impulse response analysis of regional myocardial perfusion. Estimation of coronary flow, flow reserve, and distribution volume by compartmental transit time measurement in a canine model Circ Res 68 870-880