Medical Biophysics Group, Department of Physics, University of San Carlos, Cebu City, Philippines; Department of Mathematics and Physics, Visayas State University, Baybay City, Leyte, Philippines.
Theoretical and Computational Sciences and Engineering Group, Department of Physics, University of San Carlos, Cebu City, Philippines; Research Center for Theoretical Physics, Central Visayan Institute Foundation, Jagna, Bohol, Philippines.
Biophys J. 2019 Sep 17;117(6):1029-1036. doi: 10.1016/j.bpj.2019.08.014. Epub 2019 Aug 21.
From observations of colloidal tracer particles in fibrin undergoing gelation, we introduce an analytical framework that allows the determination of the probability density function for a stochastic process beyond fractional Brownian motion. Using passive microrheology via videomicroscopy, mean square displacements of tracer particles suspended in fibrin at different ageing times are obtained. The anomalous diffusion is then described by a damped white noise process with memory, with analytical results closely matching experimental plots of mean square displacements and probability density function. We further show that the white noise functional stochastic approach applied to passive microrheology reveals the existence of a gelation parameter μ which elucidates the dynamics of constrained tracer particles embedded in a time-dependent soft material. In addition, we found that microstructural heterogeneity of particle environments decreases as the ageing time increases. This study offers experimental insights on the ageing of fibrin gels while presenting a white noise functional stochastic approach that could be applied to other systems exhibiting non-Markovian diffusive behavior.
从胶体示踪粒子在纤维蛋白凝胶化过程中的观察中,我们引入了一个分析框架,该框架允许确定超越分数布朗运动的随机过程的概率密度函数。通过视频显微镜的被动微流变学,获得了在不同老化时间下悬浮在纤维蛋白中的示踪粒子的均方位移。然后,用具有记忆的阻尼白噪声过程来描述反常扩散,分析结果与均方位移和概率密度函数的实验图非常吻合。我们进一步表明,应用于被动微流变学的白噪声泛函随机方法揭示了凝胶化参数μ的存在,该参数阐明了嵌入在时变软物质中的约束示踪粒子的动力学。此外,我们发现随着老化时间的增加,颗粒环境的微观结构异质性降低。这项研究提供了纤维蛋白凝胶老化的实验见解,同时提出了一种白噪声泛函随机方法,该方法可应用于表现出非马尔可夫扩散行为的其他系统。