Phantom Validation of DCE-MRI Magnitude and Phase-Based Vascular Input Function Measurements

被引:13
作者
Foltz, Warren [1 ,2 ,3 ]
Driscoll, Brandon [1 ,2 ]
Lee, Sangjune Laurence [3 ]
Nayak, Krishna [4 ]
Nallapareddy, Naren [4 ]
Fatemi, Ali [3 ]
Menard, Cynthia [5 ,7 ]
Coolens, Catherine [1 ,2 ,3 ,5 ,7 ]
Chung, Caroline [6 ,8 ]
机构
[1] Princess Margaret Canc Ctr, Dept Med Phys, Toronto, ON, Canada
[2] Univ Hlth Network, Toronto, ON, Canada
[3] Univ Toronto, Dept Radiat Oncol, Toronto, ON, Canada
[4] Univ Southern Calif, Viterbi Sch Engn, Ming Hsieh Dept Elect Engn, Los Angeles, CA USA
[5] Univ Montreal, Ctr Hosp, Dept Radiat Oncol, Montreal, PQ, Canada
[6] Univ Hlth Network, TECHNA Inst, Toronto, ON, Canada
[7] Univ Toronto, Dept Biomat & Biomed Engn, Toronto, ON, Canada
[8] MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX USA
基金
加拿大自然科学与工程研究理事会;
关键词
dynamic contrast-enhanced MRI (DCE-MRI); permeability; arterial input function (AIF); quantification; MRI phase; phantom; CONTRAST-ENHANCED MRI; GRADIENT-ECHO; CLINICAL-TRIALS; HUMAN BREAST; GD-DTPA; PERFUSION; REPRODUCIBILITY; VARIABILITY; MODEL; SUSCEPTIBILITY;
D O I
10.18383/j.tom.2019.00001
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Accurate, patient-specific measurement of arterial input functions (AIF) may improve model-based analysis of vascular permeability. This study investigated factors affecting AIF measurements from magnetic resonance imaging (MRI) magnitude (AIFMAGN) and phase (AIFPHA) signals, and compared them against computed tomography (CT) (AIFCT), under controlled conditions relevant to clinical protocols using a multimodality flow phantom. The flow phantom was applied at flip angles of 20 degrees and 30 degrees, flow rates (3-7.5 mL/s), and peak bolus concentrations (0.5-10 mM), for in-plane and through-plane flow. Spatial 3D-FLASH signal and variable flip angle T1 profiles were measured to investigate in-flow and radiofrequency-related biases, and magnitude-and phase-derived Gd-DTPA concentrations were compared. MRI AIF performance was tested against AIFCT via Pearson correlation analysis. AIFMAGN was sensitive to imaging orientation, spatial location, flip angle, and flow rate, and it grossly underestimated AIFCT peak concentrations. Conversion to Gd-DTPA concentration using T1 taken at the same orientation and flow rate as the dynamic contrast-enhanced acquisition improved AIFMAGN accuracy; yet, AIFMAGN metrics remained variable and significantly reduced from AIFCT at concentrations above 2.5 mM. AIFPHA performed equivalently within 1 mM to AIFCT across all tested conditions. AIFPHA, but not AIFMAGN, reported equivalent measurements to AIFCT across the range of tested conditions. AIFPHA showed superior robustness.
引用
收藏
页码:77 / 89
页数:13
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