Quantitative myocardial perfusion imaging in a porcine ischemia model using a prototype spectral detector CT system

被引:30
作者
Fahmi, Rachid [1 ]
Eck, Brendan L. [1 ]
Levi, Jacob [2 ]
Fares, Anas [3 ]
Dhanantwari, Amar [4 ]
Vembar, Mani [4 ]
Bezerra, Hiram G. [3 ]
Wilson, David L. [1 ,5 ]
机构
[1] Case Western Reserve Univ, Dept Biomed Engn, Cleveland, OH 44106 USA
[2] Case Western Reserve Univ, Dept Phys, Cleveland, OH 44106 USA
[3] Univ Hosp Case Med Ctr, Harrington Heart & Vasc Inst, Cleveland, OH 44106 USA
[4] Philips Healthcare, Cleveland, OH 44143 USA
[5] Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USA
关键词
spectral detector CT; beam hardening; myocardial perfusion; mono-energetic images; perfusion modeling; image processing; FRACTIONAL FLOW RESERVE; DUAL-ENERGY CT; CORONARY-ARTERY-DISEASE; BEAM HARDENING CORRECTION; BLOOD-FLOW; COMPUTED-TOMOGRAPHY; DIAGNOSTIC PERFORMANCE; L-CURVE; STRESS; DECONVOLUTION;
D O I
10.1088/0031-9155/61/6/2407
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We optimized and evaluated dynamic myocardial CT perfusion (CTP) imaging on a prototype spectral detector CT (SDCT) scanner. Simultaneous acquisition of energy sensitive projections on the SDCT system enabled projection-based material decomposition, which typically performs better than image-based decomposition required by some other system designs. In addition to virtual monoenergetic, or keV images, the SDCT provided conventional (kVp) images, allowing us to compare and contrast results. Physical phantom measurements demonstrated linearity of keV images, a requirement for quantitative perfusion. Comparisons of kVp to keV images demonstrated very significant reductions in tell-tale beam hardening (BH) artifacts in both phantom and pig images. In phantom images, consideration of iodine contrast to noise ratio and small residual BH artifacts suggested optimum processing at 70 keV. The processing pipeline for dynamic CTP measurements included 4D image registration, spatio-temporal noise filtering, and model-independent singular value decomposition deconvolution, automatically regularized using the L-curve criterion. In normal pig CTP, 70 keV perfusion estimates were homogeneous throughout the myocardium. At 120 kVp, flow was reduced by more than 20% on the BH-hypo-enhanced myocardium, a range that might falsely indicate actionable ischemia, considering the 0.8 threshold for actionable FFR. With partial occlusion of the left anterior descending (LAD) artery (FFR < 0.8), perfusion defects at 70 keV were correctly identified in the LAD territory. At 120 kVp, BH affected the size and flow in the ischemic area; e.g. with FFR approximate to 0.65, the anterior-to-lateral flow ratio was 0.29 +/- 0.01, over-estimating stenosis severity as compared to 0.42 +/- 0.01 (p < 0.05) at 70 keV. On the non-ischemic inferior wall (not a LAD territory), the flow ratio was 0.50 +/- 0.04 falsely indicating an actionable ischemic condition in a healthy territory. This ratio was 1.00 +/- 0.08 at 70 keV. Results suggest that projection-based keV imaging with the SDCT system and proper processing could enable useful myocardial CTP, much improved over conventional CT.
引用
收藏
页码:2407 / 2431
页数:25
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