Sawano Toshinori, Tsuchihashi Ryo, Morii Eiichi, Watanabe Fumiya, Nakane Kazuaki, Inagaki Shinobu
Group of Neurobiology, Division of Health Sciences, Graduate School of Medicine, Osaka University, Osaka, Japan.
Department of Pathology, Graduate School of Medicine, Osaka University, Osaka, Japan.
Neuroscience. 2017 Mar 27;346:43-51. doi: 10.1016/j.neuroscience.2016.12.052. Epub 2017 Jan 8.
The state of microglial activation provides important information about the central nervous system. However, a reliable index of microglial activation in histological samples has yet to be established. Here, we show that microglial activation induces topological changes of Iba1 localization that can be detected by analysis based on homology theory. Analysis of homology was applied to images of Iba1-stained tissue sections, and the 0-dimentional Betti number (b0: the number of solid components) and the 1-dimentional Betti number (b1: the number of windows surrounded by solid components) were obtained. We defined b1/b0 as the Homology Value (HV), and investigated its validity as an index of microglial activation using cerebral ischemia model mice. Microglial activation was accompanied by changes to Iba1 localization and morphology of microglial processes. In single microglial cells, the change of Iba1 localization increased b1. Conversely, thickening or retraction of microglial processes decreased b0. Consequently, microglial activation increased the HV. The HV of a tissue area increased with proximity to the ischemic core and showed a high degree of concordance with the number of microglia expressing activation makers. Furthermore, the HV of human metastatic brain tumor tissue also increased with proximity to the tumor. These results suggest that our index, based on homology theory, can be used to correctly evaluate microglial activation in various tissue images.
小胶质细胞的激活状态为中枢神经系统提供了重要信息。然而,组织学样本中小胶质细胞激活的可靠指标尚未确立。在此,我们表明小胶质细胞激活会诱导Iba1定位的拓扑变化,这种变化可通过基于同调论的分析检测到。将同调分析应用于Iba1染色的组织切片图像,获得了0维贝蒂数(b0:实体成分的数量)和1维贝蒂数(b1:被实体成分包围的窗口数量)。我们将b1/b0定义为同调值(HV),并使用脑缺血模型小鼠研究其作为小胶质细胞激活指标的有效性。小胶质细胞激活伴随着Iba1定位以及小胶质细胞突起形态的变化。在单个小胶质细胞中,Iba1定位的变化使b1增加。相反,小胶质细胞突起的增粗或回缩使b0减少。因此,小胶质细胞激活使HV增加。组织区域的HV随着与缺血核心距离的缩短而增加,并且与表达激活标志物的小胶质细胞数量高度一致。此外,人类转移性脑肿瘤组织的HV也随着与肿瘤距离的缩短而增加。这些结果表明,我们基于同调论的指标可用于正确评估各种组织图像中的小胶质细胞激活情况。