T1- and T2*-dominant extravasation correction in DSC-MRI: Part I-theoretical considerations and implications for assessment of tumor hemodynamic properties

被引:91
作者
Bjornerud, Atle [1 ,2 ]
Sorensen, A. Gregory [3 ,4 ]
Mouridsen, Kim [3 ,4 ,5 ]
Emblem, Kyrre E. [1 ,3 ,4 ]
机构
[1] Oslo Univ Hosp, Intervent Ctr, Rikshosp, N-0027 Oslo, Norway
[2] Oslo Univ Hosp, Dept Phys, N-0027 Oslo, Norway
[3] Massachusetts Gen Hosp, Martinos Ctr Biomed Imaging, Boston, MA 02114 USA
[4] Harvard Univ, Sch Med, Boston, MA USA
[5] Univ Aarhus, Ctr Funct Integrat Neurosci, Aarhus, Denmark
基金
美国国家卫生研究院;
关键词
cerebral hemodynamics; kinetic modeling; MRI; neurooncology; perfusion-weighted MRI; CEREBRAL BLOOD-VOLUME; ARTERIAL INPUT FUNCTION; CONTRAST AGENT EXTRAVASATION; ENHANCED T-1-WEIGHTED MRI; BRAIN-TUMORS; PERFUSION; QUANTIFICATION; TRACER; ECHO; MAPS;
D O I
10.1038/jcbfm.2011.52
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
We present a novel contrast agent (CA) extravasation-correction method based on analysis of the tissue residue function for assessment of multiple hemodynamic parameters. The method enables semiquantitative determination of the transfer constant and can be used to distinguish between T-1- and T-2*-dominant extravasation effects, while being insensitive to variations in tissue mean transit time (MTT). Results in 101 patients with confirmed glioma suggest that leakage-corrected absolute cerebral blood volume (CBV) values obtained with the proposed method provide improved overall survival prediction compared with normalized CBV values combined with an established leakage-correction method. Using a standard gradient-echo echo-planar imaging sequence, similar to 60% and 10% of tumors with detectable CA extravasation mainly exhibited T-1- and T-2*-dominant leakage effects, respectively. The remaining 30% of leaky tumors had mixed T-1- and T-2*-dominant effects. Using an MTT-sensitive correction method, our results show that CBV is underestimated when tumor MTT is significantly longer than MTT in the reference tissue. Furthermore, results from our simulations suggest that the relative contribution of T-1-versus T-2*-dominant extravasation effects is strongly dependent on the effective transverse relaxivity in the extravascular space and may thus be a potential marker for cellular integrity and tissue structure. Journal of Cerebral Blood Flow & Metabolism (2011) 31, 2041-2053; doi:10.1038/jcbfm.2011.52; published online 20 April 2011
引用
收藏
页码:2041 / 2053
页数:13
相关论文
共 38 条
[1]   Accuracy of gamma-variate fits to concentration-time curves from dynamic susceptibility-contrast enhanced MRI: Influence of time resolution, maximal signal drop and signal-to-noise [J].
Benner, T ;
Heiland, S ;
Erb, G ;
Forsting, M ;
Sartor, K .
MAGNETIC RESONANCE IMAGING, 1997, 15 (03) :307-317
[2]  
BJORNERUD A, 2009, P 17 ANN M INT SOC M
[3]   A fully automated method for quantitative cerebral hemodynamic analysis using DSC-MRI [J].
Bjornerud, Atle ;
Emblem, Kyrre E. .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2010, 30 (05) :1066-1078
[4]   Optimal location for arterial input function measurements near the middle cerebral artery in first-pass perfusion MRI [J].
Bleeker, Egbert J. W. ;
van Buchem, Mark A. ;
van Osch, Matthias J. P. .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2009, 29 (04) :840-852
[5]  
Boxerman JL, 2006, AM J NEURORADIOL, V27, P859
[6]   MR CONTRAST DUE TO INTRAVASCULAR MAGNETIC-SUSCEPTIBILITY PERTURBATIONS [J].
BOXERMAN, JL ;
HAMBERG, LM ;
ROSEN, BR ;
WEISSKOFF, RM .
MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) :555-566
[7]   Quantification of bolus-tracking MRI: Improved characterization of the tissue residue function using Tikhonov regularization [J].
Calamante, F ;
Gadian, DG ;
Connelly, A .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (06) :1237-1247
[8]   Quantification of perfusion using bolus tracking magnetic resonance imaging in stroke - Assumptions, limitations, and potential implications for clinical use [J].
Calamante, F ;
Gadian, DG ;
Connelly, A .
STROKE, 2002, 33 (04) :1146-1151
[9]   Automatic calculation of the arterial input function for cerebral perfusion imaging with MR imaging [J].
Carroll, TJ ;
Rowley, HA ;
Haughton, VM .
RADIOLOGY, 2003, 227 (02) :593-600
[10]   Water diffusion and exchange as they influence contrast enhancement [J].
Donahue, KM ;
Weisskoff, RM ;
Burstein, D .
JMRI-JOURNAL OF MAGNETIC RESONANCE IMAGING, 1997, 7 (01) :102-110