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三指数和双指数肾脏弥散分析:呼吸控制采集对弥散参数的影响。

Tri- and bi-exponential diffusion analyses of the kidney: effect of respiratory-controlled acquisition on diffusion parameters.

机构信息

Radiology Division, Kanazawa University Hospital, 13-1 Takara-Machi, Kanazawa, Ishikawa, 9208641, Japan.

Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, 5-11-80 Kodatsuno, Kanazawa, 9200942, Japan.

出版信息

Radiol Phys Technol. 2023 Dec;16(4):478-487. doi: 10.1007/s12194-023-00734-1. Epub 2023 Jul 31.

DOI:10.1007/s12194-023-00734-1
PMID:37523080
Abstract

This study examined whether respiratory-controlled acquisition influences diffusion parameters obtained with intravoxel incoherent motion (IVIM) analysis using tri-exponential and bi-exponential models. Ten healthy volunteers were examined on a 3.0 T MRI system to obtain coronal diffusion-weighted images of both kidneys. The participants were scanned twice using respiratory-triggering (RT) and free-breathing (FB) acquisition to assess the repeatability of the measurements. We determined mean signal intensities in the renal cortex at each b value. Then, perfusion-related diffusion coefficient (D), fast-free diffusion coefficient (D), slow-restricted diffusion coefficient (D), and their corresponding fractions (F, F, and F, respectively) were calculated using tri-exponential function. Moreover, perfusion-related diffusion coefficient (D*), the fraction (F), and perfusion-independent diffusion coefficient (D) were calculated using bi-exponential function. Normalized root-mean-square errors for the tri- and bi-exponential analyses (nRMSE and nRMSE, respectively) were determined to assess the deviation of the fitted to measured data, i.e., the fitting accuracy. Additionally, repeatability coefficients (RCs) were calculated from Bland-Altman plots to evaluate the repeatability of each diffusion parameter. These values were compared between the RT and FB groups. D and D* in the RT group were significantly lower than those in the FB group (P < 0.05). In addition, the RT group showed significantly lower nRMSE and nRMSE values than those in the FB group (P < 0.05). Moreover, D, D, F, and D* at RT showed lower RC values than those at FB. Respiratory-controlled acquisition affects perfusion-related diffusion parameters of the kidney obtained using tri-exponential and bi-exponential analyses.

摘要

本研究旨在探讨呼吸门控采集对使用三指数和双指数模型进行的体素内不相干运动(IVIM)分析中扩散参数的影响。十名健康志愿者在 3.0T MRI 系统上进行检查,以获得双侧肾脏冠状面扩散加权图像。参与者使用呼吸触发(RT)和自由呼吸(FB)采集进行两次扫描,以评估测量的重复性。我们在每个 b 值处确定肾脏皮质的平均信号强度。然后,使用三指数函数计算与灌注相关的扩散系数(D)、快速自由扩散系数(D)、缓慢受限扩散系数(D)及其相应分数(F、F 和 F)。此外,使用双指数函数计算与灌注相关的扩散系数(D*)、分数(F)和与灌注无关的扩散系数(D)。为了评估拟合数据的偏差,即拟合精度,分别确定三指数和双指数分析的归一化均方根误差(nRMSE 和 nRMSE)。此外,从 Bland-Altman 图计算重复性系数(RC),以评估每个扩散参数的重复性。将这些值在 RT 和 FB 组之间进行比较。RT 组的 D 和 D显著低于 FB 组(P<0.05)。此外,RT 组的 nRMSE 和 nRMSE 值明显低于 FB 组(P<0.05)。此外,RT 时的 D、D、F 和 D的 RC 值低于 FB 时的 RC 值。呼吸门控采集会影响使用三指数和双指数分析获得的肾脏与灌注相关的扩散参数。

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