Department of Molecular Imaging and Theranostics, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Chiba, Japan.
Department of Pharmacology, Keio University School of medicine, Shinjuku, Tokyo, Japan.
PLoS One. 2022 Apr 19;17(4):e0266465. doi: 10.1371/journal.pone.0266465. eCollection 2022.
The purpose of this study was to compare parameter estimates for the 2-compartment and diffusion kurtosis imaging models obtained from diffusion-weighted imaging (DWI) of aquaporin-4 (AQP4) expression-controlled cells, and to look for biomarkers that indicate differences in the cell membrane water permeability. DWI was performed on AQP4-expressing and non-expressing cells and the signal was analyzed with the 2-compartment and diffusion kurtosis imaging models. For the 2-compartment model, the diffusion coefficients (Df, Ds) and volume fractions (Ff, Fs, Ff = 1-Fs) of the fast and slow compartments were estimated. For the diffusion kurtosis imaging model, estimates of the diffusion kurtosis (K) and corrected diffusion coefficient (D) were obtained. For the 2-compartment model, Ds and Fs showed clear differences between AQP4-expressing and non-expressing cells. Fs was also sensitive to cell density. There was no clear relationship with the cell type for the diffusion kurtosis imaging model parameters. Changes to cell membrane water permeability due to AQP4 expression affected DWI of cell suspensions. For the 2-compartment and diffusion kurtosis imaging models, Ds was the parameter most sensitive to differences in AQP4 expression.
本研究旨在比较水通道蛋白 4(AQP4)表达调控细胞的弥散加权成像(DWI)中 2 室模型和扩散峰度成像模型的参数估计,并寻找指示细胞膜水通透性差异的生物标志物。在表达和不表达 AQP4 的细胞上进行 DWI,并使用 2 室模型和扩散峰度成像模型分析信号。对于 2 室模型,估计快速和慢速室的扩散系数(Df、Ds)和体积分数(Ff、Fs、Ff=1-Fs)。对于扩散峰度成像模型,获得扩散峰度(K)和校正扩散系数(D)的估计值。对于 2 室模型,Ds 和 Fs 在表达和不表达 AQP4 的细胞之间显示出明显的差异。Fs 也对细胞密度敏感。扩散峰度成像模型参数与细胞类型之间没有明显的关系。由于 AQP4 表达导致的细胞膜水通透性变化影响细胞悬浮液的 DWI。对于 2 室模型和扩散峰度成像模型,Ds 是对 AQP4 表达差异最敏感的参数。