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用于人体肾脏体素内不相干运动分析的三指数模型:计算机模拟及药理学肾灌注调节过程中

A tri-exponential model for intravoxel incoherent motion analysis of the human kidney: In silico and during pharmacological renal perfusion modulation.

作者信息

van der Bel René, Gurney-Champion Oliver J, Froeling Martijn, Stroes Erik S G, Nederveen Aart J, Krediet C T Paul

机构信息

Dept. Internal Medicine - Nephrology, Academic Medical Center at the University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands.

Radiology, Academic Medical Center at the University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands; Radiation Oncology, Academic Medical Center at the University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands.

出版信息

Eur J Radiol. 2017 Jun;91:168-174. doi: 10.1016/j.ejrad.2017.03.008. Epub 2017 Mar 21.

Abstract

In the kidneys, there is both blood flow through the capillaries and flow of pre-urine through the tubuli and collecting ducts. We hypothesized that diffusion-weighted (DW) MRI measures both blood and pre-urine flow when using a tri-exponential intravoxel incoherent motion (IVIM) model. Our aim was to systematically investigate and optimize tri-exponential IVIM-analysis for the kidney and test its sensitivity to renal perfusion changes in humans. The tri-exponential fit probes the diffusion coefficient (D), the intermediate (D*) and fast (D*) pseudo-diffusion coefficients, and their signal fractions, f, f and f. First, we studied the effects of fixing the D*-coefficients of the tri-exponential fit using in silico simulations. Then, using a 3T MRI scanner, DW images were acquired in healthy subjects (18-24 years) and we assessed the within-subject coefficient of variation (wsCV, n=6). Then, renal perfusion was modulated by Angiotensin II infusion during which DW imaging of the kidneys and phase contrast MRI of the renal artery was performed (n=8). Radioisotope clearing tests were used to assess the glomerular filtration rate. Simulations showed that fixing the D*-coefficients - which could potentially increase the fit stability - in fact decreased the precision of the model. Changes in D*-coefficients were translated into the f-parameters instead. Fixing D*-coefficients resulted in a stronger response of the fit parameters to the intervention. Using this model, the wsCVs for D, f, f and f were 2.4%, 0.8%, 3.5%, 19.4% respectively. f decreased by 14% (p=0.059) and f increased by 32% (p=0.004) between baseline and maximal Angiotensin II dose. f inversely correlated to renal plasma flow (R=-0.70, p<0.01) and f correlated to glomerular filtration rate (R=0.39, p=0.026). We validated a kidney-specific method for IVIM analysis using a tri-exponential model. The model is able to track renal perfusion changes induced by Angiotensin II.

摘要

在肾脏中,既有血液流经毛细血管,也有原尿流经肾小管和集合管。我们假设,当使用三指数体素内不相干运动(IVIM)模型时,扩散加权(DW)磁共振成像(MRI)可测量血液和原尿流动情况。我们的目的是系统研究并优化用于肾脏的三指数IVIM分析,并测试其对人体肾脏灌注变化的敏感性。三指数拟合可探测扩散系数(D)、中间(D*)和快速(D*)伪扩散系数及其信号分数f、f和f。首先,我们通过计算机模拟研究了固定三指数拟合D系数的影响。然后,使用3T MRI扫描仪,在健康受试者(18 - 24岁)中采集DW图像,并评估受试者内变异系数(wsCV,n = 6)。接着,在输注血管紧张素II期间调节肾脏灌注,在此期间对肾脏进行DW成像,并对肾动脉进行相位对比MRI(n = 8)。使用放射性同位素清除试验评估肾小球滤过率。模拟结果表明,固定D系数(这可能会提高拟合稳定性)实际上降低了模型的精度。D系数的变化转而反映在f参数上。固定D系数导致拟合参数对干预的反应更强。使用该模型,D、f、f和f的wsCV分别为2.4%、0.8%、3.5%、19.4%。在基线和最大血管紧张素II剂量之间,f下降了14%(p = 0.059),f上升了32%(p = 0.004)。f与肾血浆流量呈负相关(R = -0.70,p < 0.01),f与肾小球滤过率相关(R = 0.39,p = 0.026)。我们验证了一种使用三指数模型的肾脏特异性IVIM分析方法。该模型能够追踪血管紧张素II引起的肾脏灌注变化。

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