Department of Biosciences and Informatics, Keio University Yokohama, Japan.
Front Physiol. 2011 Sep 21;2:50. doi: 10.3389/fphys.2011.00050. eCollection 2011.
In vivo environments are highly crowded and inhomogeneous, which may affect reaction processes in cells. In this study we examined the effects of intracellular crowding and an inhomogeneity on the behavior of in vivo reactions by calculating the spectral dimension (d(s)), which can be translated into the reaction rate function. We compared estimates of anomaly parameters obtained from fluorescence correlation spectroscopy (FCS) data with fractal dimensions derived from transmission electron microscopy (TEM) image analysis. FCS analysis indicated that the anomalous property was linked to physiological structure. Subsequent TEM analysis provided an in vivo illustration; soluble molecules likely percolate between intracellular clusters, which are constructed in a self-organizing manner. We estimated a cytoplasmic spectral dimension d(s) to be 1.39 ± 0.084. This result suggests that in vivo reactions initially run faster than the same reactions in a homogeneous space; this conclusion is consistent with the anomalous character indicated by FCS analysis. We further showed that these results were compatible with our Monte-Carlo simulation in which the anomalous behavior of mobile molecules correlates with the intracellular environment, leading to description as a percolation cluster, as demonstrated using TEM analysis. We confirmed by the simulation that the above-mentioned in vivo like properties are different from those of homogeneously concentrated environments. Additionally, simulation results indicated that crowding level of an environment might affect diffusion rate of reactant. Such knowledge of the spatial information enables us to construct realistic models for in vivo diffusion and reaction systems.
在体内环境中,空间高度拥挤且不均匀,这可能会影响细胞内的反应过程。在本研究中,我们通过计算光谱维数(d(s))来考察细胞内拥挤和不均匀性对体内反应行为的影响,该维数可转化为反应速率函数。我们将荧光相关光谱(FCS)数据分析得到的异常参数估计值与透射电子显微镜(TEM)图像分析得出的分形维数进行了比较。FCS 分析表明,异常性质与生理结构有关。随后的 TEM 分析提供了体内说明;可溶性分子可能在细胞内簇之间渗透,这些簇以自组织的方式构建。我们估计细胞质光谱维数 d(s)为 1.39±0.084。这一结果表明,体内反应最初比在均匀空间中进行的相同反应更快;这一结论与 FCS 分析表明的异常特征一致。我们进一步表明,这些结果与我们的蒙特卡罗模拟结果一致,其中,移动分子的异常行为与细胞内环境相关,导致如 TEM 分析所示的渗透簇描述。我们通过模拟证实,上述类似体内的特性与均匀浓缩环境不同。此外,模拟结果表明,环境的拥挤程度可能会影响反应物的扩散速率。这种对空间信息的了解使我们能够构建用于体内扩散和反应系统的现实模型。