应用高频二阶灵敏度矩阵电阻抗断层扫描技术检测细胞球体中的异质性细胞

Songshi Li;Daisuke Kawashima;Zengfeng Gao;Masahiro Takei
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摘要

提出了高频二阶灵敏度矩阵电阻抗断层成像(HSSM-EIT)方法,通过耦合高频二阶敏感性矩阵电阻抗层析成像(EIT)来检测细胞球体中的异质细胞。将具有泰勒公式(Jacobian和Hessian)的一阶和二阶项的灵敏度矩阵应用于具有1MHz高频注入电流的细胞球体的图像重建,其中阻抗反映细胞内内容物,以可视化细胞球体的细胞质电导率分布。MRC-5人肺成纤维细胞系的具有野生型(WT)和绿色荧光蛋白型(GFPT)五种组成百分比的细胞球体是100/0%、75/25%、50/50%、25/75%和0/100%,并且被培养以模拟异质性细胞。结果,由HSSM-EIT重建的细胞球体图像清楚地显示了异质性阶段,而不是由一般的一阶灵敏度矩阵EIT重建的图像;此外,细胞球体的细胞质电导率随着GFPT百分比的增加而降低。为了证实HSSM-EIT重建的细胞质电导率,采用包含细胞球体和细胞外液的等效电路模型,从电化学阻抗谱的测量中计算细胞质电导率$\sigma\mathrm{cyto}$。结果表明,$\sigma\mathrm{cyto}$也随着GFPT百分比的增加而降低,这与HSSM-EIT重建的细胞质电导率显示出相同的趋势。
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Detection of Heterogeneous Cells in Cell Spheroids by Applying High-Frequency Second-Order Sensitivity Matrix Electrical Impedance Tomography (HSSM-EIT)
The high-frequency second-order sensitivity matrix electrical impedance tomography (HSSM-EIT) method has been proposed to detect heterogeneous cells in cell spheroids by coupling the high-frequency and second-order sensitivity matrix electrical impedance tomography (EIT). The sensitivity matrix with the first and second-order terms of Taylor’s formula (Jacobian and Hessian) is applied to the image reconstruction of cell spheroids with the high-frequency injected current at 1 MHz, at which the impedance reflects intracellular contents to visualize the cytoplasm conductivity distribution of cell spheroids. The cell spheroids with five composition percentages of the wild type (WT) and green fluorescent protein type (GFPT) of MRC-5 human lung fibroblast cell line are 100/0%, 75/25%, 50/50%, 25/75%, and 0/100%, and were cultured to mimic heterogeneous cells. As a result, the cell spheroid images reconstructed by HSSM-EIT clearly visualize the heterogeneity stage rather than the images reconstructed by general first-order sensitivity matrix EIT; moreover, the cytoplasm conductivity of the cell spheroid is decreased with the increase of GFPT percentage. In order to confirm the cytoplasm conductivity reconstructed by HSSM-EIT, an equivalent circuit model containing a cell spheroid and extracellular fluid is employed to calculate the cytoplasm conductivity $\sigma _{\mathrm{ cyto}}$ from the measurement of electrochemical impedance spectroscopy. The result shows that $\sigma _{\mathrm{ cyto}}$ is also decreased with the increase of GFPT percentage, which shows the same trend as the cytoplasm conductivity reconstructed by HSSM-EIT.
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