Jiang Xiaoyu, Li Hua, Xie Jingping, McKinley Eliot T, Zhao Ping, Gore John C, Xu Junzhong
Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee, USA.
Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, Tennessee, USA.
Magn Reson Med. 2017 Jul;78(1):156-164. doi: 10.1002/mrm.26356. Epub 2016 Aug 6.
A temporal diffusion MRI spectroscopy based approach has been developed to quantify cancer cell size and density in vivo.
A novel imaging microstructural parameters using limited spectrally edited diffusion (IMPULSED) method selects a specific limited diffusion spectral window for an accurate quantification of cell sizes ranging from 10 to 20 μm in common solid tumors. In practice, it is achieved by a combination of a single long diffusion time pulsed gradient spin echo (PGSE) and three low-frequency oscillating gradient spin echo (OGSE) acquisitions. To validate our approach, hematoxylin and eosin staining and immunostaining of cell membranes, in concert with whole slide imaging, were used to visualize nuclei and cell boundaries, and hence, enabled accurate estimates of cell size and cellularity.
Based on a two compartment model (incorporating intra- and extracellular spaces), accurate estimates of cell sizes were obtained in vivo for three types of human colon cancers. The IMPULSED-derived apparent cellularities showed a stronger correlation (r = 0.81; P < 0.0001) with histology-derived cellularities than conventional ADCs (r = -0.69; P < 0.03).
The IMPULSED approach samples a specific region of temporal diffusion spectra with enhanced sensitivity to length scales of 10-20 μm, and enables measurements of cell sizes and cellularities in solid tumors in vivo. Magn Reson Med 78:156-164, 2017. © 2016 International Society for Magnetic Resonance in Medicine.
已开发出一种基于时间扩散磁共振波谱的方法,用于在体内定量癌细胞大小和密度。
一种使用有限频谱编辑扩散(IMPULSED)方法的新型成像微观结构参数,为精确量化常见实体瘤中10至20μm范围内的细胞大小选择了特定的有限扩散频谱窗口。在实践中,它是通过单次长扩散时间脉冲梯度自旋回波(PGSE)和三次低频振荡梯度自旋回波(OGSE)采集相结合来实现的。为了验证我们的方法,苏木精和伊红染色以及细胞膜免疫染色与全玻片成像相结合,用于可视化细胞核和细胞边界,从而能够准确估计细胞大小和细胞密度。
基于双室模型(包含细胞内和细胞外空间),在体内获得了三种类型人类结肠癌的细胞大小的准确估计值。与传统的表观扩散系数(ADC)相比,IMPULSED衍生的表观细胞密度与组织学衍生的细胞密度显示出更强的相关性(r = 0.81;P < 0.0001),而传统ADC的相关性为(r = -0.69;P < 0.03)。
IMPULSED方法对时间扩散谱的特定区域进行采样,对10 - 20μm的长度尺度具有更高的灵敏度,能够在体内测量实体瘤中的细胞大小和细胞密度。《磁共振医学》78:156 - 164, 2017。© 2016国际磁共振医学学会。