Hartman R S, Lau K, Chou W, Coates T D
Division of Hematology-Oncology, Childrens Hospital, University of Southern California School of Medicine, Los Angeles 90027.
Biophys J. 1994 Dec;67(6):2535-45. doi: 10.1016/S0006-3495(94)80743-X.
The search for a fundamental mechano-chemical process that results in net cell motion has led investigators to fit neutrophil tracking data to well described physical models in hopes of understanding the functional form of the driving force. The Ornstein-Uhlenbeck (OU) equation for mean square displacement describes a locally persistent and globally random process and is often used as a starting point for analysis of neutrophil displacements. Based upon the apparently close fit of neutrophil tracking data to this equation and the nature of its derivation, biologists have inferred that the motor of the neutrophil is best represented as a random process. However, 24 of 37 neutrophil paths that we investigated preferentially display programmatic rather than Markov short term correlations between displacements or turn angles. These correlations reflect a bimodal rather than a uniform distribution of subpath correlations in the two variables, and are strongly sampling rate-dependent. Significant periodic components of neutrophil shape change are also detected at the same time scale using either Fourier or elliptical Fourier transform-based descriptors of the neutrophil perimeter. Oscillations in neutrophil velocity have the same period. Taken together, these data suggest a nonstochastic, and perhaps periodic, component to the process driving neutrophil movement.
对导致细胞净运动的基本机械化学过程的探索,促使研究人员将中性粒细胞追踪数据与描述详尽的物理模型进行拟合,以期了解驱动力的函数形式。均方位移的奥恩斯坦 - 乌伦贝克(OU)方程描述了一个局部持续且全局随机的过程,常被用作分析中性粒细胞位移的起点。基于中性粒细胞追踪数据与该方程明显的紧密拟合及其推导性质,生物学家推断中性粒细胞的运动机制最好用随机过程来表示。然而,在我们研究的37条中性粒细胞路径中,有24条路径在位移或转角之间优先呈现出程序性而非马尔可夫短期相关性。这些相关性反映了两个变量中子路径相关性的双峰分布而非均匀分布,并且强烈依赖采样率。使用基于傅里叶或椭圆傅里叶变换的中性粒细胞周长描述符,在相同时间尺度上也检测到了中性粒细胞形状变化的显著周期性成分。中性粒细胞速度的振荡具有相同的周期。综合来看,这些数据表明驱动中性粒细胞运动的过程存在非随机且可能周期性的成分。