A feasible study on using multiplexed sensitivity-encoding to reduce geometric distortion in diffusion-weighted echo planar imaging

被引:12
作者
Chen, Xinyuan [1 ,2 ]
Zhang, Ye [1 ,2 ]
Cao, Ying [1 ,2 ]
Sun, Rui [3 ]
Huang, Peng [1 ,2 ]
Xu, Yingjie [1 ,2 ]
Wang, Wenqing [1 ,2 ]
Feng, Qinfu [1 ,2 ]
Xiao, Jianping [1 ,2 ]
Yi, Junlin [1 ,2 ]
Li, Yexiong [1 ,2 ]
Dai, Jianrong [1 ,2 ]
机构
[1] Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
[2] Peking Union Med Coll, Beijing 100021, Peoples R China
[3] Anhui Prov Taihe Cty Peoples Hosp, Fuyang, Anhui, Peoples R China
基金
美国国家科学基金会; 国家重点研发计划;
关键词
Multiplexed sensitivity-encoding; Diffusion-weighted echo planar imaging; Multi-shot acquisition; Geometric distortion; Brain radiotherapy; BRAIN METASTASES; FUNCTIONAL MRI; PROPELLER EPI; RESOLUTION; RADIOTHERAPY; IMAGES; ACQUISITIONS; CANCER; HEAD;
D O I
10.1016/j.mri.2018.08.022
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
Purpose: Single-shot (SS) echo planar imaging (EPI) is commonly used for diffusion-weighted imaging (DWI) in radiation treatment planning. The geometric distortion of single-shot diffusion-weighted EPI (SS-DWEPI) limits its utility in precision radiotherapy. We aimed to investigate the use of multiplexed sensitivity-encoding DWEPI (MUSE-DWEPI) to reduce the geometric distortions to allow its use in brain radiotherapy. Methods: In a phantom study, phantom diameters measured using MUSE-DWEPI and SS-DWEPI were compared and the percentages of geometric distortion (%GD) were calculated. The shifting vectors of control points were also plotted and calculated. In a patient study, ten patients (six with post-surgery glioma, four with brain metastases) requiring MRI were enrolled, and the image distortion levels in SS-DWEPI and MUSE-DWEPI were compared using T2 Periodically Rotated Overlapping Parallel Lines with Enhanced Reconstruction (T2 PROPELLER) images as the reference. The tumor targets and four brain regions were delineated based on T2 PROPELLER, SS-DWEPI, and MUSE-DWEPI, using the Dice similarity coefficient (DSC) and the Hausdorff distance (HD) to quantify the level of geometric distortion. Results: In the phantom study, the most prominent image distortion was along the phase encoding direction in terms of %GD fluctuated from 7%-8% for SS-DWEPI (b = 0 s/mm(2) and 1000 s/mm(2)) and fluctuated from 2%-3% for MUSE-DWEPI (b = 0 s/mm(2) and 1000 s/mm(2)) with different positions and b values. The mean relative displacement of all control points was 4.45 +/- 3.44 mm for SS-DWEPI 130 and 2.17 +/- 1.9 mm for MUSE-DWEPI b(0) close to the isocenter. Increasing the distance away from the isocenter in the z direction, the distortion increased more in SS-DWEPI. For all brain regions and targets involved, higher DSC values and lower HDs were obtained using MUSE-DWEPI than with SS-DWEPI (p < .01). The mean improvement in HD when switching from SS-DWEPI to MUSE-DWEPI was 3.65 +/- 1.31 mm. Conclusions: MUSE-DWEPI is an improvement upon SS-DWEPI in geometric distortion reduction, which might be a promising application strategy for DWI in radiotherapy.
引用
收藏
页码:153 / 159
页数:7
相关论文
共 50 条
  • [31] Simultaneous multi-slice readout-segmented echo planar imaging for accelerated diffusion-weighted imaging of the breast
    Filli, Lukas
    Ghafoor, Soleen
    Kenkel, David
    Liu, Wei
    Weiland, Elisabeth
    Andreisek, Gustav
    Frauenfelder, Thomas
    Runge, Val M.
    Boss, Andreas
    EUROPEAN JOURNAL OF RADIOLOGY, 2016, 85 (01) : 274 - 278
  • [32] Intravoxel Incoherent Motion Diffusion-Weighted Imaging of Lung Cancer: Comparison Between Turbo Spin-Echo and Echo-Planar Imaging
    Wan, Qi
    Lei, Qiang
    Wang, Peng
    Hu, Jianfeng
    Zhang, Tianjing
    Yu, Deng
    Li, Xinchun
    Liang, Changhong
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2020, 44 (03) : 334 - 340
  • [33] 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
    EUROPEAN RADIOLOGY, 2018, 28 (01) : 316 - 324
  • [34] PSF mapping-based correction of eddy-current-induced distortions in diffusion-weighted echo-planar imaging
    In, Myung-Ho
    Posnansky, Oleg
    Speck, Oliver
    MAGNETIC RESONANCE IN MEDICINE, 2016, 75 (05) : 2055 - 2063
  • [35] Zoomed echo-planar imaging using parallel transmission: impact on image quality of diffusion-weighted imaging of the prostate at 3T
    Rosenkrantz, Andrew B.
    Chandarana, Hersh
    Pfeuffer, Josef
    Triolo, Michael J.
    Shaikh, Mohammed Bilal
    Mossa, David J.
    Geppert, Christian
    ABDOMINAL IMAGING, 2015, 40 (01): : 120 - 126
  • [36] Evaluation of Malignant Breast Lesions Using High-resolution Readout-segmented Diffusion-weighted Echo-planar Imaging: Comparison with Pathology
    Kishimoto, Ayami Ohno
    Kataoka, Masako
    Iima, Mami
    Honda, Maya
    Miyake, Kanae Kawai
    Ohashi, Akane
    Ota, Rie
    Kataoka, Tatsuki
    Sakurai, Takaki
    Toi, Masakazu
    Togashi, Kaori
    MAGNETIC RESONANCE IN MEDICAL SCIENCES, 2021, 20 (02) : 204 - 215
  • [37] Diffusion-Weighted Imaging of the Macaque Brain Using Diffusion-Prepared Turbo Spin Echo in MRI
    Zhang, Jialu
    Zhang, Xiaotong
    APPLIED SCIENCES-BASEL, 2021, 11 (24):
  • [38] Readout-Segmented Echo-Planar Imaging in Diffusion-Weighted MR Imaging in Breast Cancer: Comparison with Single-Shot Echo-Planar Imaging in Image Quality
    Kim, Yun Ju
    Kim, Sung Hun
    Kang, Bong Joo
    Park, Chang Suk
    Kim, Hyeon Sook
    Son, Yo Han
    Porter, David Andrew
    Song, Byung Joo
    KOREAN JOURNAL OF RADIOLOGY, 2014, 15 (04) : 403 - 410
  • [39] High-Resolution Diffusion-Weighted Imaging of Neck Lymph Nodes Using 2D-Single-Shot Interleaved Multiple Inner Volume Imaging Diffusion-Weighted Echo-Planar Imaging at 3T
    Park, J. K.
    Kim, S. -E.
    Trieman, G. S.
    Parker, D.
    Jeong, E. -K.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2011, 32 (07) : 1173 - 1177
  • [40] Reduced Field-of-View Diffusion-Weighted Magnetic Resonance Imaging of the Pancreas: Comparison with Conventional Single-Shot Echo-Planar Imaging
    Kim, Hyungjin
    Lee, Jeong Min
    Yoon, Jeong Hee
    Jang, Jin-Young
    Kim, Sun-Whe
    Ryu, Ji Kon
    Kannengiesser, Stephan
    Ha, Joon Koo
    Choi, Byung Ihn
    KOREAN JOURNAL OF RADIOLOGY, 2015, 16 (06) : 1216 - 1225