Utility of Readout-Segmented Echo-Planar Imaging-Based Diffusion Kurtosis Imaging for Differentiating Malignant from Benign Masses in Head and Neck Region

被引:14
|
作者
Ma, Gao [1 ]
Xu, Xiao-Quan [1 ]
Hu, Hao [1 ]
Su, Guo-Yi [1 ]
Shen, Jie [1 ]
Shi, Hai-Bin [1 ]
Wu, Fei-Yun [1 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Radiol, 300 Guangzhou Rd, Nanjing 210029, Jiangsu, Peoples R China
关键词
Head and neck; Differentiation; Magnetic resonance imaging; Diffusion-weighted imaging; Diffusion kurtosis imaging; Tumor; Neoplasm; Imaging biomarker; PRELIMINARY EXPERIENCE; COEFFICIENT VALUES; SINONASAL LESIONS; PROSTATE-CANCER; BREAST-LESIONS; CARCINOMA; FEASIBILITY; QUALITY; MODEL; MRI;
D O I
10.3348/kjr.2018.19.3.443
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
Objective: To compare the diagnostic performance of readout-segmented echo-planar imaging (RS-EPI)-based diffusion kurtosis imaging (DKI) and that of diffusion-weighted imaging (DWI) for differentiating malignant from benign masses in head and neck region. Materials and Methods: Between December 2014 and April 2016, we retrospectively enrolled 72 consecutive patients with head and neck masses who had undergone RS-EPI-based DKI scan (b value of 0, 500, 1000, and 1500 s/mm(2)) for pretreatment evaluation. Imaging data were post-processed by using monoexponential and diffusion kurtosis (DK) model for quantitation of apparent diffusion coefficient (ADC), apparent diffusion for Gaussian distribution (D-app), and apparent kurtosis coefficient (K-app). Unpaired t test and Mann-Whitney U test were used to compare differences of quantitative parameters between malignant and benign groups. Receiver operating characteristic curve analyses were performed to determine and compare the diagnostic ability of quantitative parameters in predicting malignancy. Results: Malignant group demonstrated significantly lower ADC (0.754 +/- 0.167 vs. 1.222 +/- 0.420, p < 0.001) and Dapp (1.029 +/- 0.226 vs. 1.640 +/- 0.445, p < 0.001) while higher Kapp (1.344 +/- 0.309 vs. 0.715 +/- 0.249, p < 0.001) than benign group. Using a combination of Dapp and Kapp as diagnostic index, significantly better differentiating performance was achieved than using ADC alone (area under curve: 0.956 vs. 0.876, p = 0.042). Conclusion: Compared to DWI, DKI could provide additional data related to tumor heterogeneity with significantly better differentiating performance. Its derived quantitative metrics could serve as a promising imaging biomarker for differentiating malignant from benign masses in head and neck region.
引用
收藏
页码:443 / 451
页数:9
相关论文
共 50 条
  • [1] The clinical utility of reduced-distortion readout-segmented echo-planar imaging in the head and neck region: initial experience
    Sho Koyasu
    Mami Iima
    Shigeaki Umeoka
    Nobuko Morisawa
    David A. Porter
    Juichi Ito
    Denis Le Bihan
    Kaori Togashi
    European Radiology, 2014, 24 : 3088 - 3096
  • [2] The clinical utility of reduced-distortion readout-segmented echo-planar imaging in the head and neck region: initial experience
    Koyasu, Sho
    Iima, Mami
    Umeoka, Shigeaki
    Morisawa, Nobuko
    Porter, David A.
    Ito, Juichi
    Le Bihan, Denis
    Togashi, Kaori
    EUROPEAN RADIOLOGY, 2014, 24 (12) : 3088 - 3096
  • [3] Diffusion tensor imaging analysis of optic radiation using readout-segmented echo-planar imaging
    Yamada, Hirofumi
    Yamamoto, Akira
    Okada, Tomohisa
    Kanagaki, Mitsunori
    Fushimi, Yasutaka
    Mehemed, Taha Mohamed
    Porter, David A.
    Togashi, Kaori
    SURGICAL AND RADIOLOGIC ANATOMY, 2014, 36 (10) : 973 - 980
  • [4] Diffusion tensor imaging analysis of optic radiation using readout-segmented echo-planar imaging
    Hirofumi Yamada
    Akira Yamamoto
    Tomohisa Okada
    Mitsunori Kanagaki
    Yasutaka Fushimi
    Taha Mohamed Mehemed
    David A. Porter
    Kaori Togashi
    Surgical and Radiologic Anatomy, 2014, 36 : 973 - 980
  • [5] Comparing the clinical utility of single-shot echo-planar imaging and readout-segmented echo-planar imaging in diffusion-weighted imaging of the liver at 3 tesla
    Xie, Simin
    Masokano, Ismail Bilal
    Liu, Wenguang
    Long, Xueying
    Li, Guijin
    Pei, Yigang
    Li, Wenzheng
    EUROPEAN JOURNAL OF RADIOLOGY, 2021, 135
  • [6] Histogram analysis of breast diffusion kurtosis imaging: a comparison between readout-segmented and single-shot echo-planar imaging sequence
    Huang, Cicheng
    Zhan, Chenao
    Hu, Yiqi
    Yin, Ting
    Grimm, Robert
    Ai, Tao
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2022,
  • [7] Readout-segmented echo-planar imaging in diffusion-weighted imaging of the kidney: comparison with single-shot echo-planar imaging in image quality
    Chen-Jiang Wu
    Qing Wang
    Jing Zhang
    Xiao-Ning Wang
    Xi-Sheng Liu
    Yu-Dong Zhang
    Hai-Bin Shi
    Abdominal Radiology, 2016, 41 : 100 - 108
  • [8] Readout-segmented echo-planar imaging in diffusion-weighted imaging of the kidney: comparison with single-shot echo-planar imaging in image quality
    Wu, Chen-Jiang
    Wang, Qing
    Zhang, Jing
    Wang, Xiao-Ning
    Liu, Xi-Sheng
    Zhang, Yu-Dong
    Shi, Hai-Bin
    ABDOMINAL RADIOLOGY, 2016, 41 (01) : 100 - 108
  • [9] Performance of Single-Shot Echo-Planar Imaging in Diffusion Tensor Imaging in Rat Sciatic Nerve Compared With Readout-Segmented Echo-Planar Imaging
    Chen, Yueyao
    Pan, Zhongxian
    Meng, Fanqi
    Li, Zhujing
    Hu, Yuanming
    Yu, Xuewen
    Gao, Jinyun
    Guo, Yihao
    Lyu, Hanqing
    Lin, Xiaofeng
    FRONTIERS IN NEUROSCIENCE, 2022, 16
  • [10] Implementation and assessment of diffusion-weighted partial Fourier readout-segmented echo-planar imaging
    Frost, Robert
    Porter, David A.
    Miller, Karla L.
    Jezzard, Peter
    MAGNETIC RESONANCE IN MEDICINE, 2012, 68 (02) : 441 - 451