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Quantitating the subtleties of microglial morphology with fractal analysis

机译:分形分析量化小胶质细胞形态的细微差别

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摘要

It is well established that microglial form and function are inextricably linked. In recent years, the traditional view that microglial form ranges between “ramified resting” and “activated amoeboid” has been emphasized through advancing imaging techniques that point to microglial form being highly dynamic even within the currently accepted morphological categories. Moreover, microglia adopt meaningful intermediate forms between categories, with considerable crossover in function and varying morphologies as they cycle, migrate, wave, phagocytose, and extend and retract fine and gross processes. From a quantitative perspective, it is problematic to measure such variability using traditional methods, but one way of quantitating such detail is through fractal analysis. The techniques of fractal analysis have been used for quantitating microglial morphology, to categorize gross differences but also to differentiate subtle differences (e.g., amongst ramified cells). Multifractal analysis in particular is one technique of fractal analysis that may be useful for identifying intermediate forms. Here we review current trends and methods of fractal analysis, focusing on box counting analysis, including lacunarity and multifractal analysis, as applied to microglial morphology.
机译:众所周知,小胶质细胞的形式和功能是密不可分的。近年来,通过先进的成像技术强调了小胶质细胞形式介于“分支静止”和“活化的变形虫”之间的传统观点,指出即使在目前公认的形态学类别中,小胶质细胞形式也是高度动态的。此外,小胶质细胞在类别之间采用有意义的中间形式,它们在循环,迁移,波动,吞噬作用以及扩展和缩回精细和粗略过程时,在功能上具有相当大的交叉和不同的形态。从定量的角度来看,使用传统方法测量这种可变性是有问题的,但是定量这种细节的一种方法是通过分形分析。分形分析技术已用于量化小胶质细胞形态,对总体差异进行分类,但也区分细微差异(例如,在分枝细胞之间)。分形分析尤其是分形分析的一种技术,可用于识别中间形式。在这里,我们将回顾当前分形分析的趋势和方法,重点放在应用于小胶质细胞形态学的盒计数分析(包括裂隙度和多重分形分析)上。

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