Equivalent Circuit Modeling and Analysis for Microfluidic Electrical Impedance Monitoring of Single-Cell Growth.

IF 5.6 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Biosensors-Basel Pub Date : 2025-02-14 DOI:10.3390/bios15020113
Yingying Wang, Haoran Wu, Yulu Geng, Zhao Zhang, Jiaming Fu, Jia Ouyang, Zhen Zhu
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Abstract

Microfluidics has significantly advanced the field of single-cell analysis, particularly in studies related to cell growth, division, and heterogeneity. Electrical impedance spectroscopy (EIS), a label-free and non-invasive biosensing technique, has been integrated into microfluidic devices for high-throughput and long-term monitoring of single budding yeast cells. Accurate interpretation of EIS measurements of cell growth dynamics necessitates the establishment of theoretical equivalent circuit models for the single-cell sensing system. Here, we report on the development of equivalent circuit models of an in situ EIS sensing system to elucidate cell growth. Firstly, finite element modeling and simulation of an EIS measurement of cell growth in the EIS sensing unit were performed, guiding the fittings of electrical components for an established equivalent circuit model (ECM). From the ECM, we extracted an equivalent volume fraction applicable to various cell and sensing unit geometries to describe the geometry-dependent sensing characteristics corresponding to the electrical response in the model. Then, EIS measurements of an immobilized cell in a microfluidic device were conducted via peripheral circuits. A lumped parameter model for the entire EIS measurement system was established, with electrical components determined by fitting to experimental data. The rationality of the proposed theoretical model was validated through the long-term impedance variation induced by cell growth in experiments, demonstrating its feasibility in linking EIS data with the bio-physics underlying the experimental phenomenon.

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单细胞生长微流体电阻抗监测的等效电路建模与分析
微流体学极大地推动了单细胞分析领域的发展,特别是在与细胞生长、分裂和异质性相关的研究方面。电阻抗谱(EIS)是一种无标记、无创的生物传感技术,已被集成到微流控装置中,用于高通量和长期监测单个出芽酵母细胞。准确解释细胞生长动力学的EIS测量需要建立单细胞传感系统的理论等效电路模型。在这里,我们报告了等效电路模型的发展,一个原位EIS传感系统来阐明细胞生长。首先,对EIS传感单元中细胞生长的EIS测量进行了有限元建模和仿真,为建立等效电路模型(ECM)指导电气元件的配装。从ECM中,我们提取了适用于各种细胞和传感单元几何形状的等效体积分数,以描述模型中与电响应对应的几何相关传感特性。然后,通过外围电路对微流控装置中固定化细胞进行EIS测量。建立了整个EIS测量系统的集总参数模型,通过拟合实验数据确定了电气元件。实验通过细胞生长引起的长期阻抗变化验证了理论模型的合理性,证明了将EIS数据与实验现象背后的生物物理学联系起来的可行性。
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来源期刊
Biosensors-Basel
Biosensors-Basel Biochemistry, Genetics and Molecular Biology-Clinical Biochemistry
CiteScore
6.60
自引率
14.80%
发文量
983
审稿时长
11 weeks
期刊介绍: Biosensors (ISSN 2079-6374) provides an advanced forum for studies related to the science and technology of biosensors and biosensing. It publishes original research papers, comprehensive reviews and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files and software regarding the full details of the calculation or experimental procedure, if unable to be published in a normal way, can be deposited as supplementary electronic material.
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