Characterization of Correlated Calcium Dynamics in Astrocytes in PCL Scaffold: Application of Wavelet Transform Coherence

Bo Chen, Fenghua Tian, Nicole N. Hashemi, M. McNamara, Michael Cho
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引用次数: 1

Abstract

While 2D culture models have been used extensively to elucidate the cell-to-cell communication, they do not recapitulate fully the 3D characteristics of microenvironment in vivo, e.g., polarized cell attachment and generally confer a considerably stiffer substrate than the endogenous extracellular matrix. Development of fibrous scaffolds that can better mimic the native microenvironment and improve the spatial arrangement of seeded cells should foster experimental strategies to monitor and determine the 3D cell-to-cell communication. In this study, poly(e- caprolactone) (PCL) fibers were fabricated in different sizes using a microfluidic platform and spatially arranged to create a suitable 3D microenvironment in order to investigate the cell viability and calcium signaling in mouse astrocytes. A powerful algorithm, referred to as wavelet transform coherence (WTC), was applied to establish the correlation between astrocytes that were seeded on the PCL fiber. As expected, two astrocytes that appeared to be in physical contact showed high correlation, whereas two astrocytes seeded within a few cell lengths but not in physical contact showed negligible correlation. The WTC correlation analysis of a cluster of six astrocytes seeded on a single PCL fiber led to surprising results that the cells can communicate over many cell lengths without being in physical contact. More systematic studies using spatially controlled 3D microenvironment will likely help unravel the intricate cell communication mechanisms.
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小波变换相干性在PCL支架星形细胞钙相关动力学表征中的应用
虽然2D培养模型已被广泛用于阐明细胞间的通讯,但它们并不能完全概括体内微环境的3D特征,例如,极化细胞附着,并且通常赋予比内源性细胞外基质更硬的底物。纤维支架的发展可以更好地模拟原生微环境,改善种子细胞的空间排列,应该培养实验策略来监测和确定细胞间的三维通讯。本研究利用微流控平台制备不同尺寸的聚e-己内酯(PCL)纤维,并在空间上进行排列,形成合适的三维微环境,以研究小鼠星形胶质细胞的细胞活力和钙信号转导。一种被称为小波变换相干性(WTC)的强大算法被应用于建立星形胶质细胞之间的相关性,这些星形胶质细胞被植入PCL纤维上。不出所料,两个看起来有物理接触的星形胶质细胞表现出高相关性,而两个在几个细胞长度内但没有物理接触的星形胶质细胞则表现出可以忽略不计的相关性。在一根PCL纤维上播散的6个星形胶质细胞簇的WTC相关性分析得出了令人惊讶的结果,即这些细胞可以在许多细胞长度上进行通信,而无需物理接触。使用空间控制的三维微环境进行更系统的研究可能有助于解开复杂的细胞通信机制。
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