New algorithm for quantifying vascular changes in dynamic contrast-enhanced MRI independent of absolute T1 values

被引:60
作者
Haacke, E. Mark [1 ]
Filleti, Cristina L. [1 ]
Gattu, Ramtilak [1 ]
Ciulla, Carlo [1 ]
Al-Bashir, Areen [1 ]
Suryanarayanan, Krithivasan [1 ]
Li, Meng [1 ]
Latif, Zahid [1 ]
DelProposto, Zach [1 ]
Sehgal, Vivek [1 ]
Li, Tao [1 ]
Torquato, Vidya [1 ]
Kanaparti, Rajesh [1 ]
Jiang, Jing [1 ]
Neelavalli, Jaladhar [1 ]
机构
[1] Wayne State Univ, Dept Radiol, MRI Res Facil, Detroit, MI 48201 USA
关键词
dynamic contrast enhanced imaging; caffeine; eating/fasting;
D O I
10.1002/mrm.21358
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
In this work, we present a new method for predicting changes in tumor vascularity using only one flip angle in dynamic contrast-enhanced (DCE) imaging. The usual DCE approach finds the tissue initial T, value T-1(0) prior to injection of a contrast agent. We propose finding changes in the tissue contrast agent uptake characteristics pre- and postdrug treatment by fixing T-1(0). Using both simulations and imaging pre- and postadministration of caffeine, we find that the relative change (NR50) in the median of the cumulative distribution (R50) is almost independent of T1O(). Fixing T-1(0) leads to a concentration curve c(t) more robust to the presence of noise than calculating T-1(0). Consequently, the NR50 for the tumor remains roughly the same as the ideal NR50 when T-1(0) is exactly known. Further, variations in eating habits are shown to create significant changes in the R50 response for both liver and muscle. In conclusion, analyzing data with fixed T-1(0) leads to a more stable measure of changes in NR50 and does not require knowledge of T-1(0). Both caffeine and eating introduce major changes in blood flow that can significantly modify the NR50 and lead to incorrect conclusions regarding drug treatment.
引用
收藏
页码:463 / 472
页数:10
相关论文
共 30 条
[1]   The effects of renal variation upon measurements of perfusion and leakage volume in breast tumours [J].
Ahearn, TS ;
Staff, RT ;
Redpath, TW ;
Semple, SIK .
PHYSICS IN MEDICINE AND BIOLOGY, 2004, 49 (10) :2041-2051
[2]   Evaluation of electrocardiographic and hemodynamic effects of caffeine with acute dosing in healthy volunteers [J].
Ammar, R ;
Song, JC ;
Kluger, J ;
White, CM .
PHARMACOTHERAPY, 2001, 21 (04) :437-442
[3]  
ASBACH P, 2006, P INT SOC MAGN RES M, V14, P3313
[4]   An evaluation of the change in electrocardiographic P-wave variables after acute caffeine ingestion in normal volunteers [J].
Caron, MF ;
Song, J ;
Ammar, R ;
Kluger, J ;
White, CM .
JOURNAL OF CLINICAL PHARMACY AND THERAPEUTICS, 2001, 26 (02) :145-148
[5]   Determining and optimizing the precision of quantitative measurements of perfusion from dynamic contrast enhanced MRI [J].
Dale, BM ;
Jesberger, JA ;
Lewin, JS ;
Hillenbrand, CM ;
Duerk, JL .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2003, 18 (05) :575-584
[6]   Combined T2* and T1 measurements for improved perfusion and permeability studies in high field using dynamic contrast enhancement [J].
de Bazelaire, Cedric ;
Rofsky, Neil M. ;
Duhamel, Guillaume ;
Zhang, Jingbo ;
Michaelson, M. Dror ;
George, Daniel ;
Alsop, David C. .
EUROPEAN RADIOLOGY, 2006, 16 (09) :2083-2091
[7]  
De Camargo MCR, 1999, J SCI FOOD AGR, V79, P1861, DOI 10.1002/(SICI)1097-0010(199910)79:13&lt
[8]  
1861::AID-JSFA448&gt
[9]  
3.0.CO
[10]  
2-Y