Repeatability of Quantitative Diffusion-Weighted Imaging Metrics in Phantoms, Head-and-Neck and Thyroid Cancers: Preliminary Findings

被引:23
|
作者
Paudyal, Ramesh [1 ]
Konar, Amaresha Shridhar [1 ]
Obuchowski, Nancy A. [2 ]
Hatzoglou, Vaios [3 ]
Chenevert, Thomas L. [4 ]
Malyarenko, Dariya, I [4 ]
Swanson, Scott D. [4 ]
LoCastro, Eve [1 ]
Jambawalikar, Sachin [5 ,6 ]
Liu, Michael Z. [5 ,6 ]
Schwartz, Lawrence H. [5 ,6 ]
Tuttle, R. Michael [7 ]
Lee, Nancy [8 ]
Shukla-Dave, Amita [1 ,3 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
[2] Cleveland Clin Fdn, Dept Quantitat Hlth Sci, 9500 Euclid Ave, Cleveland, OH 44195 USA
[3] Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
[4] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
[5] Columbia Univ, Irving Med Ctr, Dept Radiol, New York, NY USA
[6] New York Presbyterian Hosp, New York, NY USA
[7] Mem Sloan Kettering Canc Ctr, Dept Med, New York, NY 10065 USA
[8] Mem Sloan Kettering Canc Ctr, Dept Radiat Oncol, New York, NY 10065 USA
关键词
quantitative Imaging; repeatability; diffusion-weighted imaging; head and neck cancer; thyroid; cancer; within-subject coefficient of variation; SQUAMOUS-CELL CARCINOMA; TREATMENT RESPONSE; CHEMORADIATION THERAPY; STATISTICAL-METHODS; MOTION; REPRODUCIBILITY; COEFFICIENT; MRI; BIOMARKERS; PERFUSION;
D O I
10.18383/j.tom.2018.00044
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
The aim of this study was to establish the repeatability measures of quantitative Gaussian and non-Gaussian diffusion metrics using diffusion-weighted imaging (DWI) data from phantoms and patients with head-and-neck and papillary thyroid cancers. The Quantitative Imaging Biomarker Alliance (QIBA) DWI phantom and a novel isotropic diffusion kurtosis imaging phantom were scanned at 3 different sites, on 1.5T and 3T magnetic resonance imaging systems, using standardized multiple b-value DWI acquisition protocol. In the clinical component of this study, a total of 60 multiple b-value DWI data sets were analyzed for test-retest, obtained from 14 patients (9 head-and-neck squamous cell carcinoma and 5 papillary thyroid cancers). Repeatability of quantitative DWI measurements was assessed by within-subject coefficient of variation (wCV%) and Bland-Altman analysis. In isotropic diffusion kurtosis imaging phantom vial with 2% ceteryl alcohol and behentrimonium chloride solution, the mean apparent diffusion (D-app x 10(-3) mm(2)/s) and kurtosis (K-app, unitless) coefficient values were 1.02 and 1.68 respectively, capturing in vivo tumor cellularity and tissue microstructure. For the same vial, D-app and K-app mean wCVs (%) were <= 1.41% and <= 0.43% for 1.5T and 3T across 3 sites. For pretreatment head-and-neck squamous cell carcinoma, apparent diffusion coefficient, D, D*, K, and f mean wCVs (%) were 2.38%, 3.55%, 3.88%, 8.0%, and 9.92%, respectively; wCVs exhibited a higher trend for papillary thyroid cancers. Knowledge of technical precision and bias of quantitative imaging metrics enables investigators to properly design and power clinical trials and better discern between measurement variability versus biological change.
引用
收藏
页码:15 / 25
页数:11
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