The precision of pharmacokinetic parameters in dynamic contrast-enhanced magnetic resonance imaging: the effect of sampling frequency and duration

被引:20
作者
Aerts, Hugo J. W. L. [2 ]
Jaspers, K. [1 ]
Backes, Walter H. [1 ]
机构
[1] Maastricht Univ Med Ctr MUMC, Dept Radiol, Cardiovasc Res Inst Maastricht CARIM, Maastricht, Netherlands
[2] Maastricht Univ, Dept Radiat Oncol MAASTRO, GROW Sch Oncol & Dev Biol, Maastricht, Netherlands
关键词
ARTERIAL INPUT FUNCTION; TRACER KINETICS; MEASUREMENT UNCERTAINTIES; GD-DTPA; MRI; BREAST; ANGIOGENESIS; PROTOCOLS; BOLUS;
D O I
10.1088/0031-9155/56/17/013
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Dynamic contrast-enhanced magnetic resonance imaging is increasingly applied for tumour diagnosis and early evaluation of therapeutic responses over time. However, the reliability of pharmacokinetic parameters derived from DCE-MRI is highly dependent on the experimental settings. In this study, the effect of sampling frequency (f(s)) and duration on the precision of pharmacokinetic parameters was evaluated based on system identification theory and computer simulations. Both theoretical analysis and simulations showed that a higher value of the pharmacokinetic parameter K-trans required an increasing sampling frequency. For instance, for similar results, a relatively low f(s) of 0.2 Hz was sufficient for a low K-trans of 0.1 min(-1), compared to a high f(s) of 3 Hz for a high K-trans of 0.5 min (1). For the parameter v(e), a decreasing value required a higher sampling frequency. A sampling frequency below 0.1 Hz systematically resulted in imprecise estimates for all parameters. For the K-trans and v(e) parameters, the sampling duration should be above 2 min, but durations of more than 7 min do not further improve parameter estimates.
引用
收藏
页码:5665 / 5678
页数:14
相关论文
共 30 条
[1]   System identification theory in pharmacokinetic modeling of dynamic contrast-enhanced MRI: Influence of contrast injection [J].
Aerts, H. J. W. L. ;
van Riel, N. A. W. ;
Backes, W. H. .
MAGNETIC RESONANCE IN MEDICINE, 2008, 59 (05) :1111-1119
[2]   Uncertainty in the analysis of tracer kinetics using dynamic contrast-enhanced T1-weighted MRI [J].
Buckley, DL .
MAGNETIC RESONANCE IN MEDICINE, 2002, 47 (03) :601-606
[3]   Perfusion Precision in Bolus-Tracking MRI: Estimation Using the Wild-Bootstrap Method [J].
Calamante, Fernando ;
Connelly, Alan .
MAGNETIC RESONANCE IN MEDICINE, 2009, 61 (03) :696-704
[4]   Dynamic contrast-enhanced magnetic resonance imaging of radiation therapy-induced microcirculation changes in rectal cancer [J].
De Lussanet, QG ;
Backes, WH ;
Griffioen, AW ;
Padhani, AR ;
Baeten, CI ;
Van Baardwijk, A ;
Lambin, P ;
Beets, GL ;
Van Engelshoven, JMA ;
Beets-Tan, RGH .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2005, 63 (05) :1309-1315
[5]   Dynamic contrast-enhanced MR imaging kinetic parameters and molecular weight of dendritic contrast agents in tumor angiogenesis in mice [J].
de Lussanet, QG ;
Langereis, S ;
Beets-Tan, RGH ;
van Genderen, MHP ;
Griffioen, AW ;
van Engelshoven, JMA ;
Backes, WH .
RADIOLOGY, 2005, 235 (01) :65-72
[6]   Use of a capillary input function with cardiac output for the estimation of lesion pharmacokinetic parameters: preliminary results on a breast cancer patient [J].
Di Giovanni, P. ;
Ahearn, T. S. ;
Semple, S. I. ;
Azlan, C. A. ;
Lloyd, W. K. C. ;
Gilbert, F. J. ;
Redpath, T. W. .
PHYSICS IN MEDICINE AND BIOLOGY, 2011, 56 (06) :1743-1753
[7]  
Girod Bernd, 2001, Signals and Systems
[8]   Functional imaging of colorectal cancer angiogenesis [J].
Goh, Vicky ;
Padhani, Anwar R. ;
Rasheed, Shahnawaz .
LANCET ONCOLOGY, 2007, 8 (03) :245-255
[9]  
Henderson E, 2000, J MAGN RESON IMAGING, V12, P991, DOI 10.1002/1522-2586(200012)12:6<991::AID-JMRI26>3.3.CO
[10]  
2-T