| Literature DB >> 29212758 |
Ke Wang1,2, Chun-Chieh Chang3, Tzu-Keng Chiu4, Xiaoting Zhao5, Deyong Chen1,2, Wen-Pin Chou3, Yang Zhao6, Hung-Ming Wang7, Junbo Wang8,2, Min-Hsien Wu9,7, Jian Chen10,2.
Abstract
As label-free biomarkers, the electrical properties of single cells are widely used for cell type classification and cellular status evaluation. However, as intrinsic cellular electrical markers, previously reported membrane capacitances (e.g. specific membrane capacitance Cspec and total membrane capacitance Cmem) of white blood cells were derived from tens of single cells, lacking statistical significance due to low cell numbers. In this study, white blood cells were first separated into granulocytes and lymphocytes by density gradient centrifugation and were then aspirated through a microfluidic constriction channel to characterize both Cspec and Cmem Thousands of granulocytes (ncell = 3327) and lymphocytes (ncell = 3302) from 10 healthy blood donors were characterized, resulting in Cspec values of 1.95 ± 0.22 µF cm-2 versus 2.39 ± 0.39 µF cm-2 and Cmem values of 6.81 ± 1.09 pF versus 4.63 ± 0.57 pF. Statistically significant differences between granulocytes and lymphocytes were located for both Cspec and Cmem In addition, neural network-based pattern recognition was used to classify white blood cells, producing successful classification rates of 78.1% for Cspec and 91.3% for Cmem, respectively. These results indicate that as intrinsic bioelectrical markers, membrane capacitances may contribute to the classification of white blood cells.Keywords: membrane capacitance; microfluidics; single-cell analysis; white blood cells
Mesh:
Year: 2017 PMID: 29212758 PMCID: PMC5746575 DOI: 10.1098/rsif.2017.0717
Source DB: PubMed Journal: J R Soc Interface ISSN: 1742-5662 Impact factor: 4.118