Motion and Flow Robust Free-Breathing Diffusion Kurtosis Imaging of the Kidney.

IF 2.7 4区 医学 Q2 BIOPHYSICS
Nima Gilani, Malika Kumbella, Mary Bruno, Jelle Veraart, Xiaochun Li, Judith D Goldberg, Dibash Basukala, Hersh Chandarana, Eric E Sigmund
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Abstract

The development of noninvasive MRI biomarkers as surrogates of histopathological features in kidney tissue requires detailed explorations of contrast. Therefore, we studied kidney diffusion kurtosis imaging (DKI) with a wide array of encodings, including flow compensation, variable directional sampling, and cardiac gating regimes. Twelve healthy volunteers underwent DKI at 5-10 diffusion weightings (b-values) ranging from 0 to 1200 smm-2 with 12 or 30 directional samplings, bipolar or flow-compensated diffusion gradient waveforms, and at systolic or diastolic cardiac phases. DKI biomarkers, mean diffusivity (MD) and kurtosis (MK), were interrogated using a directionally robust fitting algorithm compared to conventional fits. The combination of flow compensation and cardiac triggering at the diastolic phase in the kidneys reduced flow effects on DKI. In systole, flow-compensated waveforms significantly reduced MD and MK for both cortex and medulla: cortex MD: 3.00 versus 2.55 μm2 ms-1, medulla MD: 2.80 versus 2.39 μm2 ms-1, cortex MK: 0.58 versus 0.45, and medulla MK: 0.60 versus 0.47 (all p < 0.05). Flow suppression alleviated requirements for processing the DKI at higher minimum b-values, as neither MD nor MK significantly differed at the diastolic phase for minimum b-values of 0 versus 200 smm-2: cortex MD: 2.30 versus 2.28 μm2 ms-1, p = 0.278; medulla MD: 2.29 versus 2.28 μm2 ms-1, p = 0.437; cortex MK: 0.37 versus 0.36, p = 0.308; and medulla MK: 0.40 versus 0.40, p = 0.904. Flow-compensated waveforms mitigate cardiac and respiratory motion-related artifacts at higher diffusion encodings in addition to microcirculation effects. The robust fitting initially developed for brain DKI is highly applicable to the kidneys because it disentangles tissue-specific directional diffusion information from artifacts.

肾脏运动和血流鲁棒自由呼吸扩散峰度成像。
发展无创MRI生物标志物作为肾脏组织病理特征的替代品需要详细的对比研究。因此,我们研究了肾脏弥散峰度成像(DKI)与广泛的编码阵列,包括流量补偿,可变方向采样,和心脏门控制度。12名健康志愿者在5-10个扩散权重(b值)范围从0到1200smm -2进行12或30次定向采样,双极或血流补偿扩散梯度波形,心脏收缩或舒张期进行DKI。与传统拟合相比,DKI生物标志物,平均扩散率(MD)和峰度(MK)使用方向鲁棒拟合算法进行查询。肾脏舒张期的血流补偿和心脏触发相结合可减少血流对DKI的影响。在收缩,flow-compensated波形明显减少了MD和可皮质和髓质:皮层MD: 3.00和2.55μm2 ms-1,髓质MD: 2.80和2.39μm2 ms-1,皮层可:0.58和0.45,与髓质可:0.60和0.47(所有p 2:皮层MD: 2.30和2.28μm2 ms-1, p = 0.278;髓质MD: 2.29和2.28μm2 ms-1, p = 0.437;皮层可:0.37和0.36,p = 0.308;和髓质可:0.40和0.40,p = 0.904。除了微循环效应外,流量补偿波形还能在更高的扩散编码下减轻心脏和呼吸运动相关的伪影。最初为脑DKI开发的鲁棒拟合非常适用于肾脏,因为它将组织特定的定向扩散信息从伪像中分离出来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
NMR in Biomedicine
NMR in Biomedicine 医学-光谱学
CiteScore
6.00
自引率
10.30%
发文量
209
审稿时长
3-8 weeks
期刊介绍: NMR in Biomedicine is a journal devoted to the publication of original full-length papers, rapid communications and review articles describing the development of magnetic resonance spectroscopy or imaging methods or their use to investigate physiological, biochemical, biophysical or medical problems. Topics for submitted papers should be in one of the following general categories: (a) development of methods and instrumentation for MR of biological systems; (b) studies of normal or diseased organs, tissues or cells; (c) diagnosis or treatment of disease. Reports may cover work on patients or healthy human subjects, in vivo animal experiments, studies of isolated organs or cultured cells, analysis of tissue extracts, NMR theory, experimental techniques, or instrumentation.
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