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采用迭代自组织数据分析技术算法测量缺血性脑组织对脑室下区细胞移植的反应。

Ischemic cerebral tissue response to subventricular zone cell transplantation measured by iterative self-organizing data analysis technique algorithm.

作者信息

Li Lian, Jiang Quan, Zhang Li, Ding Guangliang, Wang Lei, Zhang Ruilan, Zhang Zheng G, Li Qingjiang, Ewing James R, Kapke Alissa, Lu Mei, Chopp Michael

机构信息

Department of Neurology, Henry Ford Health Sciences Center, Detroit, Michigan 48202, USA.

出版信息

J Cereb Blood Flow Metab. 2006 Nov;26(11):1366-77. doi: 10.1038/sj.jcbfm.9600288. Epub 2006 Mar 1.

Abstract

To investigate the changes of the ischemic lesion in rat brain after subventricular zone (SVZ) cell transplantation and the influence of the grafted cells on the appearance of angiogenesis, SVZ cells, superparamagnetically labeled, were intracisternally transplanted into the rat brain 48 h after onset of embolic stroke. A complete set of magnetic resonance (MR) images was acquired for all animals with (n=8) and without (n=3) cell grafting at approximately 24 h, 72 h, and weekly for 6 weeks after stroke. Transplanted cells were tracked by high-resolution three-dimensional gradient-echo images and the interaction between the cells and ischemic lesion was detected by ISODATA (Iterative Self-Organizing Data Analysis Technique Algorithm) calculated from T(1), T(2) and T(1sat) maps. Tissue status from ISODATA was characterized by a specific signature, which represents the deviation from normal tissue in the feature space. Transplanted SVZ cells selectively migrated towards the ischemic side of the rat brain and approached the lesion boundary within 1-week after grafting. Cell treated rats exhibited a significant reduction of average lesion size compared with control rats (P<0.05). A significant reduction of tissue signature (P<0.001) induced by cell transplantation was localized to the position of grafted cells, and these sites exhibited stably restored cerebral blood flow (CBF) (approximately 85% of normal CBF). Angiogenesis was present in sites either immediately adjacent to or surrounded by the grafted cells. Our data indicate that map-ISODATA accurately and dynamically characterizes the ischemic lesion and its response to cell therapy.

摘要

为研究脑室下区(SVZ)细胞移植后大鼠脑缺血性病变的变化以及移植细胞对血管生成的影响,在栓塞性中风发作48小时后,将超顺磁性标记的SVZ细胞经脑池内移植到大鼠脑内。在中风后约24小时、72小时以及每周一次,共6周的时间内,对所有接受(n = 8)和未接受(n = 3)细胞移植的动物采集全套磁共振(MR)图像。通过高分辨率三维梯度回波图像追踪移植细胞,并根据从T(1)、T(2)和T(1sat)图计算得到的ISODATA(迭代自组织数据分析技术算法)检测细胞与缺血性病变之间的相互作用。ISODATA得出的组织状态由一个特定特征表示,该特征代表在特征空间中与正常组织的偏差。移植的SVZ细胞选择性地向大鼠脑的缺血侧迁移,并在移植后1周内接近病变边界。与对照大鼠相比,细胞治疗组大鼠的平均病变大小显著减小(P<0.05)。细胞移植引起的组织特征显著降低(P<0.001)定位于移植细胞的位置,并且这些部位的脑血流量(CBF)稳定恢复(约为正常CBF的85%)。血管生成出现在紧邻移植细胞或被移植细胞包围的部位。我们的数据表明,map-ISODATA能够准确、动态地表征缺血性病变及其对细胞治疗的反应。

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