Classification of White Blood Cells Based on Cell Diameter, Specific Membrane Capacitance and Cytoplasmic Conductivity Leveraging Microfluidic Constriction Channel

Huiwen Tan, Minruihong Wang, Yi Zhang, Xukun Huang, Deyong Chen, Min-Hsien Wu, Junbo Wang, Jian Chen
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引用次数: 1

Abstract

This paper reports the classification of white blood cells based on cell diameter Dc, specific membrane capacitance Csm and cytoplasmic conductivity $\sigma_{\text{cy}}$ leveraging a double T-type constriction channel based microfluidic platform. As a demonstration, Dc, Csm and $\sigma_{\text{cy}}$ of granulocytes ($\mathrm{n}_{\text{cell}}=683$), monocytes ($\mathrm{n}_{\text{cell}}=203$) and lymphocytes ($\mathrm{n}_{\text{cell}}=856$) were quantified as $9.23\pm 0.60$ vs. $9.40\pm 0.54$ vs. $6.64\pm 0.41\ \mu \mathrm{m},\ 1.22\pm 0.20$ vs. $1.55\pm 0.40$ vs. $1.54\pm 0.27\ \mu \mathrm{F}/\text{cm}^{2},\ 0.35\pm 0.06$ vs. $0.53\pm 0.06$ vs. $0.46 \pm 0.06\ \mathrm{S}/\mathrm{m}$. Successful classification rates of white blood cells were quantified as 71.6% (Dc), 60.4% (Csm), 73.6% ($\sigma_{\text{cy}}$) and 95.2% (Dc & Csm & $\sigma_{\text{cy}}$).
基于细胞直径、比膜电容和利用微流体收缩通道的细胞质电导率的白细胞分类
本文利用基于双t型收缩通道的微流控平台,基于细胞直径Dc、比膜电容Csm和细胞质电导率$\sigma_{\text{cy}}$对白细胞进行了分类。作为示范,将粒细胞($\mathrm{n}_{\text{cell}}=683$)、单核细胞($\mathrm{n}_{\text{cell}}=203$)和淋巴细胞($\mathrm{n}_{\text{cell}}=856$)的Dc、Csm和$\sigma_{\text{cy}}$量化为$9.23\pm 0.60$ vs. $9.40\pm 0.54$ vs. $6.64\pm 0.41\ \mu \mathrm{m},\ 1.22\pm 0.20$ vs. $1.55\pm 0.40$ vs. $1.54\pm 0.27\ \mu \mathrm{F}/\text{cm}^{2},\ 0.35\pm 0.06$ vs. $0.53\pm 0.06$ vs. $0.46 \pm 0.06\ \mathrm{S}/\mathrm{m}$。白细胞分类成功率量化为71.6% (Dc), 60.4% (Csm), 73.6% ($\sigma_{\text{cy}}$) and 95.2% (Dc & Csm & $\sigma_{\text{cy}}$).
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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