Impact of uncertainty in longitudinal T1 measurements on quantification of dynamic contrast-enhanced MRI

被引:2
作者
Aryal, Madhava P. [1 ]
Chenevert, Thomas L. [2 ]
Cao, Yue [1 ,2 ,3 ]
机构
[1] Univ Michigan, Dept Radiat Oncol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Biomed Engn, Ann Arbor, MI 48109 USA
关键词
T-1; measurement; uncertainty in T-1; repeatability coefficient; DCE-MRI; brain tissues; QUANTITATIVE IMAGING BIOMARKERS; INVERSION-RECOVERY; IN-VIVO; RADIATION; REPEATABILITY; ACQUISITION; PRECISION; ACCURATE; ANGLES; SPIN;
D O I
10.1002/nbm.3482
中图分类号
Q6 [生物物理学];
学科分类号
071011 [生物物理学];
摘要
The objective of this study was to assess the uncertainty in T-1 measurement, by estimating the repeatability coefficient (RC) from two repeated scans, in normal appearing brain tissues employing two different T-1 mapping methods. All brain MRI scans were performed on a 3T MR scanner in 10 patients who had low grade/benign tumors and partial brain radiation therapy (RT) without chemotherapy, at pre-RT, 3weeks into RT, end RT (6weeks) and 11, 33, and 85weeks after RT. T-1-weighted images were acquired using (1) a spoiled gradient echo sequence with two flip angles (2FA: 5 degrees and 15 degrees) and (2) a progressive saturation recovery sequence (pSR) with five different TR values (100-2000ms). Manually drawn volumes of interest (VOIs) included left and right normal putamen and thalamus in gray matter, and frontal and parietal white matter, which were distant from tumors and received a total of accumulated radiation doses less than 5Gy at 3weeks. No significant changes or even trends in mean T-1 from pre-RT to 3weeks into RT in these VOIs (p0.11, Wilcoxon sign test) allowed us to calculate the repeatability statistics of between-subject means of squares, within-subject means of squares, F-score, and RC. The 2FA method produced RCs in the range of (9.7-11.7)% in gray matter and (12.2-14.5)% in white matter; while the pSR method led to RCs ranging from 10.9 to 17.9% in gray matter and 7.5 to 10.3% in white matter. The overall mean (+/- SD) RCs produced by the two methods, 12.0 (+/- 1.6)% for 2FA and 12.0 (+/- 3.8)% for pSR, were not significantly different (p=0.97). A similar repeatability in T-1 measurement produced by the time efficient 2FA method compared with the time consuming pSR method demonstrates that the 2FA method is desirable to integrate into dynamic contrast-enhanced MRI for rapid acquisition. Copyright (c) 2016 John Wiley & Sons, Ltd.
引用
收藏
页码:411 / 419
页数:9
相关论文
共 26 条
[1]
Applications of the Repeatability of Quantitative Imaging Biomarkers: A Review of Statistical Analysis of Repeat Data Sets [J].
Barnhart, Huiman X. ;
Barboriak, Daniel P. .
TRANSLATIONAL ONCOLOGY, 2009, 2 (04) :231-235
[2]
Development of image software tools for radiation therapy assessment [J].
Cao, Y .
MEDICAL PHYSICS, 2005, 32 (06) :2136-2136
[3]
Dynamic Contrast-Enhanced Magnetic Resonance Imaging As a Biomarker for Prediction of Radiation-induced Neurocognitive Dysfunction [J].
Cao, Yue ;
Tsien, Christina I. ;
Sundgren, Pia C. ;
Nagesh, Vijaya ;
Normolle, Daniel ;
Buchtel, Henry ;
Junck, Larry ;
Lawrence, Theodore S. .
CLINICAL CANCER RESEARCH, 2009, 15 (05) :1747-1754
[4]
Errors in Quantitative Image Analysis due to Platform-Dependent Image Scaling [J].
Chenevert, Thomas L. ;
Malyarenko, Dariya I. ;
Newitt, David ;
Li, Xin ;
Jayatilake, Mohan ;
Tudorica, Alina ;
Fedorov, Andriy ;
Kikinis, Ron ;
Liu, Tiffany Ting ;
Muzi, Mark ;
Oborski, MatthewJ. ;
Laymon, Charles M. ;
Li, Xia ;
Thomas, Yankeelov ;
Jayashree, Kalpathy-Cramer ;
Mountz, James M. ;
Kinahan, Paul E. ;
Rubin, Daniel L. ;
Fennessy, Fiona ;
Huang, Wei ;
Hylton, Nola ;
Ross, Brian D. .
TRANSLATIONAL ONCOLOGY, 2014, 7 (01) :65-71
[5]
Practical medical applications of quantitative MR relaxometry [J].
Cheng, Hai-Ling Margaret ;
Stikov, Nikola ;
Ghugre, Nilesh R. ;
Wright, Graham A. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2012, 36 (04) :805-824
[6]
Rapid high-resolution T1 mapping by variable flip angles:: Accurate and precise measurements in the presence of radiofrequency field inhomogeneity [J].
Cheng, HLM ;
Wright, GA .
MAGNETIC RESONANCE IN MEDICINE, 2006, 55 (03) :566-574
[7]
Determination of optimal angles for variable nutation proton magnetic spin-lattice, T1, and spin-spin, T2, relaxation times measurement [J].
Deoni, SCL ;
Peters, TM ;
Rutt, BK .
MAGNETIC RESONANCE IN MEDICINE, 2004, 51 (01) :194-199
[8]
Rapid combined T1 and T2 mapping using gradient recalled acquisition in the steady state [J].
Deoni, SCL ;
Rutt, BK ;
Peters, TM .
MAGNETIC RESONANCE IN MEDICINE, 2003, 49 (03) :515-526
[9]
Dynamic contrast-enhanced magnetic resonance imaging as an imaging biomarker [J].
Hylton, Nola .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (20) :3293-3298
[10]
The emerging science of quantitative imaging biomarkers terminology and definitions for scientific studies and regulatory submissions [J].
Kessler, Larry G. ;
Barnhart, Huiman X. ;
Buckler, Andrew J. ;
Choudhury, Kingshuk Roy ;
Kondratovich, Marina V. ;
Toledano, Alicia ;
Guimaraes, Alexander R. ;
Filice, Ross ;
Zhang, Zheng ;
Sullivan, Daniel C. .
STATISTICAL METHODS IN MEDICAL RESEARCH, 2015, 24 (01) :9-26