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利用表观扩散系数的扩散时间依赖性对生物组织中的细胞大小和渗透性进行成像。

Imaging cell size and permeability in biological tissue using the diffusion-time dependence of the apparent diffusion coefficient.

作者信息

Dietrich Olaf, Hubert Alexander, Heiland Sabine

机构信息

Josef Lissner Laboratory for Biomedical Imaging, Institute for Clinical Radiology, Ludwig-Maximilians-University Hospital Munich, Marchioninistr 15, D-81377 Munich, Germany. Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, D-69120 Heidelberg, Germany.

出版信息

Phys Med Biol. 2014 Jun 21;59(12):3081-96. doi: 10.1088/0031-9155/59/12/3081. Epub 2014 May 19.

Abstract

The purpose of this study was to analyze and evaluate a model of restricted water diffusion between equidistant permeable membranes for cell-size and permeability measurements in biological tissue. Based on the known probability distribution of diffusion distances after the diffusion time τ in a system of permeable membranes characterized by three parameters (membrane permeability P, membrane distance L, and free diffusivity D0), an equivalent dimensionless model was derived with a probability distribution characterized by only a single (dimensionless) tissue parameter [Formula: see text]. Evaluating this proposed model function, the dimensionless diffusion coefficient [Formula: see text] was numerically calculated for 60 values of the dimensionless diffusion time [Formula: see text] and 35 values of [Formula: see text]. Diffusion coefficients were measured in a carrot by diffusion-weighted magnetic resonance imaging (MRI) at 18 diffusion times between 9.9 and 1022.7 ms and fitted to the simulation results [Formula: see text] to determine L, P, and D0. The measured diffusivities followed the simulated dependence of [Formula: see text]. Determined cell sizes varied from 21 to 76 μm, permeabilities from 0.007 to 0.039 μm(-1), and the free diffusivities from 1354 to 1713 μm(2) s(-1). In conclusion, the proposed dimensionless tissue model can be used to determine tissue parameters (D0, L, P) based on diffusion MRI with multiple diffusion times. Measurements in a carrot showed a good agreement of the cell diameter, L, determined by diffusion MRI and by light microscopy.

摘要

本研究的目的是分析和评估一种等距可渗透膜之间限制水扩散的模型,用于生物组织中细胞大小和渗透率的测量。基于在具有三个参数(膜渗透率P、膜间距L和自由扩散系数D0)的可渗透膜系统中扩散时间τ后的扩散距离的已知概率分布,推导了一个等效的无量纲模型,其概率分布仅由一个(无量纲)组织参数[公式:见正文]表征。评估这个提出的模型函数,针对60个无量纲扩散时间[公式:见正文]值和35个[公式:见正文]值,数值计算了无量纲扩散系数[公式:见正文]。通过扩散加权磁共振成像(MRI)在9.9至1022.7 ms的18个扩散时间下测量胡萝卜中的扩散系数,并将其拟合到模拟结果[公式:见正文]以确定L、P和D0。测量的扩散率遵循[公式:见正文]的模拟依赖性。确定的细胞大小从21至76μm不等,渗透率从0.007至0.039μm⁻¹,自由扩散系数从1354至1713μm² s⁻¹。总之,所提出的无量纲组织模型可用于基于具有多个扩散时间的扩散MRI确定组织参数(D0、L、P)。在胡萝卜中的测量表明,通过扩散MRI和光学显微镜确定的细胞直径L具有良好的一致性。

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