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
    Ahearn, TS
    Staff, RT
    Redpath, TW
    Semple, SIK
    [J]. 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
    Ammar, R
    Song, JC
    Kluger, J
    White, CM
    [J]. 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
    Caron, MF
    Song, J
    Ammar, R
    Kluger, J
    White, CM
    [J]. 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
    Dale, BM
    Jesberger, JA
    Lewin, JS
    Hillenbrand, CM
    Duerk, JL
    [J]. 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
    de Bazelaire, Cedric
    Rofsky, Neil M.
    Duhamel, Guillaume
    Zhang, Jingbo
    Michaelson, M. Dror
    George, Daniel
    Alsop, David C.
    [J]. 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