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Validation of Fractional Anisotropy and Apparent Diffusion Coefficient Obtained From Diffusion Tensor Imaging With Reverse Encoding Distortion Correction

部分各向异性 磁共振弥散成像 医学 核磁共振 失真(音乐) 各向异性 核医学 扫描仪 威尔科克森符号秩检验 磁共振成像 有效扩散系数 白质 张量(固有定义) 纤维束成像 横截面 扩散 灵敏度(控制系统) 生物医学工程 感兴趣区域 放射科 物理
作者
Kazushige Ichikawa,Toshiaki Taoka,Hirohito Kan,Nobuyasu Ichinose,Masanori Ozaki,Akifumi Kamiunten,Shinji Naganawa
出处
期刊:Cureus [Cureus, Inc.]
卷期号:17 (11): e97540-e97540
标识
DOI:10.7759/cureus.97540
摘要

Background Diffusion-weighted imaging acquired using echo-planar imaging is susceptible to distortion due to its sensitivity to static magnetic field inhomogeneity and eddy currents induced by motion-probing gradients. Although "topup" and "eddy" in the FMRIB (Functional Magnetic Resonance Imaging of the Brain) Software Library (FSL) are widely used for distortion correction in research, their reliance on offline post-processing, as well as the considerable time and multiple steps required, limits their feasibility in routine clinical practice. Diffusion tensor imaging (DTI) with reverse encoding distortion correction (RDC), which can be obtained directly on the MRI scanner console, reduces post-processing time by eliminating the need for FSL. Objective This study aimed to visually assess distortions in non-RDC fractional anisotropy (FAnon-RDC), topup- and eddy-corrected fractional anisotropy (FA) in FSL (FAFSL), and FARDC relative to MPRAGE (Magnetization-Prepared Rapid Gradient-Echo), and to validate FA and apparent diffusion coefficient (ADC) derived from RDC DTI. Materials and methods This prospective study included 10 healthy volunteers (mean age, 40.1 ± 5.7 years). Non-RDC b0 images, non-RDC DTI, RDC DTI, and MPRAGE were acquired on a 3T MRI scanner. Non-RDC b0 images and non-RDC DTI were subsequently processed using topup and eddy in FSL for distortion correction. FA and ADC were registered to the standard space, and the mean values were calculated for each of the 50 regions of interest (ROIs) defined using the Johns Hopkins University-International Consortium of Brain Mapping (JHU-ICBM)-labels 1 mm white matter atlas. All statistical analyses were performed using Bonferroni-corrected Wilcoxon signed-rank tests, with the significance level set at P < 0.05. Results The processing time for RDC DTI was approximately two minutes, whereas topup and eddy in FSL required about 90 minutes per subject. Distortions observed at the cranial base and near the frontal sinuses on FAnon-RDC were substantially mitigated in FARDC, comparable to FAFSL. Although 10 ROIs in FAnon-RDC and nine ROIs in FAFSL showed significant differences compared with FARDC, the FA differences for each ROI were minimal, with a mean ± 95% confidence interval (CI) of −0.003 ± 0.006 and −0.002 ± 0.005. Furthermore, two ROIs in ADCnon-RDC and none in ADCFSL showed significant differences compared with ADCRDC; however, the ADC differences for each ROI were minimal, with a mean ± 95% CI of 2 ± 16 and −1 ± 10 × 10-6 mm2/s. Conclusion RDC DTI effectively reduced distortions while yielding FA and ADC values comparable to those of non-RDC DTI and FSL DTI. Given the shorter post-processing time and fewer processing steps, RDC DTI may be considered promising for clinical applications.
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