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使用具有实时图像处理的微流控系统自动测量单细胞的弹性。

Automatic elasticity measurement of single cells using a microfluidic system with real-time image processing.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340799.

Abstract

The mechanical properties of cells are closely related to their physiological states and functions. Due to the limitations of conventional cell elasticity measurement technologies such as low throughput, cell-invasiveness, and high cost, microfluidic systems are emerging as powerful tools for high-throughput cell mechanical property studies. This paper introduces a microfluidic system to automatically measure the elastic modulus of single cells in real time. The system integrated a microfluidic chip with a microchannel for cell constriction, a pressure pump, a precision differential pressure sensor, and a program for online analysis of cell deformation. The program used a fast U-net to segment cell images and measure protrusion length during cell deformation. Subsequently, the cell elasticity was determined in real-time based on the deformation and required pressure using the power law rheological model. Finally, Young's modulus of BMSCs, Huh-7 cells, EMSCs, and K562 cells was measured as 25.13 ± 15.19 Pa, 69.74 ± 92.01 Pa, 54.50 ± 59.31 Pa and 58.43 ± 27.27 Pa, respectively. The microfluidic system has significant application potential in the automated evaluation of cell mechanical properties.Clinical Relevance-The technique in this paper may be used for the automatic and high throughput study of the stiffness of cells, such as stem cells and cancer cells. The stiffness data may contribute to stem cell therapy and cancer research.

摘要

细胞的力学特性与其生理状态和功能密切相关。由于传统的细胞弹性测量技术(如通量低、细胞侵入性和成本高)的限制,微流控系统作为高通量细胞力学特性研究的强大工具正在兴起。本文介绍了一种微流控系统,可实时自动测量单个细胞的弹性模量。该系统集成了一个带有微通道的微流控芯片,用于细胞收缩;一个压力泵;一个精密差压传感器;以及一个用于细胞变形在线分析的程序。该程序使用快速 U-Net 对细胞图像进行分割,并在细胞变形过程中测量突起长度。随后,根据变形和所需压力,使用幂律流变模型实时确定细胞弹性。最后,测量 BMSCs、Huh-7 细胞、EMSCs 和 K562 细胞的杨氏模量分别为 25.13 ± 15.19 Pa、69.74 ± 92.01 Pa、54.50 ± 59.31 Pa 和 58.43 ± 27.27 Pa。微流控系统在自动评估细胞力学性能方面具有重要的应用潜力。临床意义-本文中的技术可用于自动和高通量研究干细胞和癌细胞等细胞的刚度。刚度数据可能有助于干细胞治疗和癌症研究。

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