arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1607.01201q-bio.CB
收藏

实时细胞分析的细胞迁移宏观数学模型

A Macroscopic Mathematical Model For Cell Migration Assays Using A Real-Time Cell Analysis

Ezio Di Costanzo, Vincenzo Ingangi, Claudia Angelini, Maria Francesca Carfora, Maria Vincenza Carriero, Roberto Natalini

摘要:

细胞迁移和趋化性测定的实验通常在所谓的Boyden室中进行。最近的技术,xCELLigence实时细胞分析,现在允许实时监测细胞迁移。该技术测量在一段时间内由细胞占据的电极表面的逐渐增加引起的阻抗变化,并提供与细胞形态、铺展、皱褶和粘附质量以及细胞数量成比例的细胞指数。在本文中,我们提出了一个宏观的数学模型,\emph{advection-reaction-diffusion}偏微分方程的基础上,描述了细胞迁移检测使用的实时技术。我们进行了数值模拟,比较模拟模型动力学与观察到的生物实验的数据,在三个不同的细胞系和两个实验设置:没有趋化信号(基础迁移)和存在的化学引诱物。总体而言,我们的最小数学模型是能够描述的现象,在实时尺度和数值计算结果显示出良好的协议与实验证据。

英文摘要:

Experiments of cell migration and chemotaxis assays have been classically performed in the so-called Boyden Chambers. A recent technology, xCELLigence Real Time Cell Analysis, is now allowing to monitor the cell migration in real time. This technology measures impedance changes caused by the gradual increase of electrode surface occupation by cells during the course of time and provide a Cell Index which is proportional to cellular morphology, spreading, ruffling and adhesion quality as well as cell number. In this paper we propose a macroscopic mathematical model, based on \emph{advection-reaction-diffusion} partial differential equations, describing the cell migration assay using the real-time technology. We carried out numerical simulations to compare simulated model dynamics with data of observed biological experiments on three different cell lines and in two experimental settings: absence of chemotactic signals (basal migration) and presence of a chemoattractant. Overall we conclude that our minimal mathematical model is able to describe the phenomenon in the real time scale and numerical results show a good agreement with the experimental evidences.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑