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
相关论文
共 50 条
  • [41] Quantitative differentiation of malignant and benign thyroid nodules with multi-parameter diffusion-weighted imaging
    Zhu, Xiang
    Wang, Jia
    Wang, Yan-Chun
    Zhu, Ze-Feng
    Tang, Jian
    Wen, Xiao-Wei
    Fang, Ying
    Han, Jun
    [J]. WORLD JOURNAL OF CLINICAL CASES, 2022, 10 (24) : 8587 - 8598
  • [42] Primary Ovarian Endometrioid Adenocarcinoma: Magnetic Resonance Imaging Findings Including a Preliminary Observation on Diffusion-Weighted Imaging
    Li, Hai Ming
    Qiang, Jin Wei
    Xia, Gan Lin
    Zhao, Shu Hui
    Ma, Feng Hua
    Cai, Song Qi
    Feng, Feng
    Fu, Ai Yan
    [J]. JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2015, 39 (03) : 401 - 405
  • [43] Validity of 3-Tesla diffusion-weighted magnetic resonance imaging for distinction of reactive and metastatic lymph nodes in head-and-neck carcinoma
    Vijayalakshmi, K.
    Raghuram, P. H.
    Saravanan, K.
    Krithika, C. L.
    Kannan, A.
    [J]. JOURNAL OF CANCER RESEARCH AND THERAPEUTICS, 2020, 16 (03) : 587 - 593
  • [44] Squamous cell carcinoma of the head and neck: diffusion-weighted MR imaging for prediction and monitoring of treatment response
    Ann D. King
    Frankie K. F. Mo
    Kwok-Hung Yu
    David K. W. Yeung
    Hua Zhou
    Kunwar S. Bhatia
    Gary M. K. Tse
    Alexander C. Vlantis
    Jeffrey K. T. Wong
    Anil T. Ahuja
    [J]. European Radiology, 2010, 20 : 2213 - 2220
  • [45] Squamous cell carcinoma of the head and neck: diffusion-weighted MR imaging for prediction and monitoring of treatment response
    King, Ann D.
    Mo, Frankie K. F.
    Yu, Kwok-Hung
    Yeung, David K. W.
    Zhou, Hua
    Bhatia, Kunwar S.
    Tse, Gary M. K.
    Vlantis, Alexander C.
    Wong, Jeffrey K. T.
    Ahuja, Anil T.
    [J]. EUROPEAN RADIOLOGY, 2010, 20 (09) : 2213 - 2220
  • [46] Multiple b values of diffusion-weighted magnetic resonance imaging in evaluation of solid head and neck masses
    Abou Khadrah, Rania Sobhy
    Imam, Haytham Haroon
    [J]. EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE, 2019, 50 (01)
  • [47] Use of diffusion-weighted imaging (DWI) in PET/MRI for head and neck cancer evaluation
    Marcelo A. Queiroz
    Martin Hüllner
    Felix Kuhn
    Gerhardt Huber
    Christian Meerwein
    Spyros Kollias
    Gustav von Schulthess
    Patrick Veit-Haibach
    [J]. European Journal of Nuclear Medicine and Molecular Imaging, 2014, 41 : 2212 - 2221
  • [48] Applications of diffusion-weighted magnetic resonance imaging in head and neck squamous cell carcinoma
    Vincent Vandecaveye
    Frederik De Keyzer
    Piet Dirix
    Maarten Lambrecht
    Sandra Nuyts
    Robert Hermans
    [J]. Neuroradiology, 2010, 52 : 773 - 784
  • [49] Multi-model Analysis of Diffusion-weighted Imaging of Normal Testes at 3.0 T: Preliminary Findings
    Min, Xiangde
    Feng, Zhaoyan
    Wang, Liang
    Cai, Jie
    Li, Basen
    Ke, Zan
    Zhang, Peipei
    You, Huijuan
    Yan, Xu
    [J]. ACADEMIC RADIOLOGY, 2018, 25 (04) : 445 - 452
  • [50] Comparison of intravoxel incoherent motion diffusion-weighted imaging between turbo spin-echo and echo-planar imaging of the head and neck
    Mikayama, Ryoji
    Yabuuchi, Hidetake
    Sonoda, Shinjiro
    Kobayashi, Koji
    Nagatomo, Kazuya
    Kimura, Mitsuhiro
    Kawanami, Satoshi
    Kamitani, Takeshi
    Kumazawa, Seiji
    Honda, Hiroshi
    [J]. EUROPEAN RADIOLOGY, 2018, 28 (01) : 316 - 324