Mehrtash Alireza, Gupta Sandeep N, Shanbhag Dattesh, Miller James V, Kapur Tina, Fennessy Fiona M, Kikinis Ron, Fedorov Andriy
Brigham and Women's Hospital, Department of Radiology, Surgical Planning Laboratory, ASBI, L1-050, 75 Francis Street, Boston, Massachusetts 02115, United States; Harvard Medical School, Boston, Massachusetts 02115, United States.
General Electric Global Research , Niskayuna, New York 12309, United States.
J Med Imaging (Bellingham). 2016 Jan;3(1):014503. doi: 10.1117/1.JMI.3.1.014503. Epub 2016 Mar 1.
Matching the bolus arrival time (BAT) of the arterial input function (AIF) and tissue residue function (TRF) is necessary for accurate pharmacokinetic (PK) modeling of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). We investigated the sensitivity of volume transfer constant ([Formula: see text]) and extravascular extracellular volume fraction ([Formula: see text]) to BAT and compared the results of four automatic BAT measurement methods in characterization of prostate and breast cancers. Variation in delay between AIF and TRF resulted in a monotonous change trend of [Formula: see text] and [Formula: see text] values. The results of automatic BAT estimators for clinical data were all comparable except for one BAT estimation method. Our results indicate that inaccuracies in BAT measurement can lead to variability among DCE-MRI PK model parameters, diminish the quality of model fit, and produce fewer valid voxels in a region of interest. Although the selection of the BAT method did not affect the direction of change in the treatment assessment cohort, we suggest that BAT measurement methods must be used consistently in the course of longitudinal studies to control measurement variability.
使动脉输入函数(AIF)和组织残留函数(TRF)的团注到达时间(BAT)相匹配,对于动态对比增强磁共振成像(DCE-MRI)的准确药代动力学(PK)建模是必要的。我们研究了容积转移常数([公式:见正文])和血管外细胞外容积分数([公式:见正文])对BAT的敏感性,并比较了四种自动BAT测量方法在前列腺癌和乳腺癌特征描述中的结果。AIF与TRF之间延迟的变化导致[公式:见正文]和[公式:见正文]值呈单调变化趋势。除了一种BAT估计方法外,临床数据的自动BAT估计器的结果都具有可比性。我们的结果表明,BAT测量不准确会导致DCE-MRI PK模型参数之间存在变异性,降低模型拟合质量,并在感兴趣区域产生更少的有效体素。尽管BAT方法的选择不影响治疗评估队列中变化的方向,但我们建议在纵向研究过程中必须始终使用BAT测量方法,以控制测量变异性。