TY - JOUR
T1 - Inherent bioelectrical parameters of hundreds of thousands of single leukocytes based on impedance flow cytometry
AU - Tan, Huiwen
AU - Wang, Minruihong
AU - Zhang, Yi
AU - Huang, Xukun
AU - Chen, Deyong
AU - Li, Yueying
AU - Wu, Min Hsien
AU - Wang, Ke
AU - Wang, Junbo
AU - Chen, Jian
N1 - Publisher Copyright:
© 2022 International Society for Advancement of Cytometry.
PY - 2022/8
Y1 - 2022/8
N2 - As label-free biomarkers, bioelectrical properties of single cells have been widely used in hematology analyzers for 3-part differential of leukocytes, in which, however, instrument dependent bioelectrical parameters (e.g., DC/AC impedance values) rather than inherent bioelectrical parameters (e.g., diameter Dc, specific membrane capacitance Csm and cytoplasmic conductivity σcy) were used, leading to poor comparisons among different instruments. In order to address this issue, this study collected inherent bioelectrical parameters from hundreds of thousands of white blood cells based on a home-developed impedance flow cytometry with corresponding 3-part differential of leukocytes realized. More specifically, leukocytes were separated into three major subtypes of granulocytes, monocytes and lymphocytes based on density gradient centrifugation. Then these separated cells were aspirated through a constriction-microchannel based impedance flow cytometry where inherent bioelectrical parameters of Dc, Csm and σcy were quantified as 9.8 ± 0.7 μm, 2.06 ± 0.26 μF/cm2, and 0.34 ± 0.05 S/m for granulocytes (ncell = 134,829); 10.4 ± 1.0 μm, 2.45 ± 0.48 μF/cm2, and 0.42 ± 0.08 S/m for monocytes (ncell = 40,226); 8.0 ± 0.5 μm, 2.23 ± 0.34 μF/cm2, and 0.35 ± 0.08 S/m for lymphocytes (ncell = 129,193). Based on these inherent bioelectrical parameters, neural pattern recognition was conducted, producing a high “classification accuracy” of 93.5% in classifying these three subtypes of leukocytes. These results indicate that as inherent bioelectrical parameters, Dc, Csm, and σcy can be used to electrically phenotype white blood cells in a label-free manner.
AB - As label-free biomarkers, bioelectrical properties of single cells have been widely used in hematology analyzers for 3-part differential of leukocytes, in which, however, instrument dependent bioelectrical parameters (e.g., DC/AC impedance values) rather than inherent bioelectrical parameters (e.g., diameter Dc, specific membrane capacitance Csm and cytoplasmic conductivity σcy) were used, leading to poor comparisons among different instruments. In order to address this issue, this study collected inherent bioelectrical parameters from hundreds of thousands of white blood cells based on a home-developed impedance flow cytometry with corresponding 3-part differential of leukocytes realized. More specifically, leukocytes were separated into three major subtypes of granulocytes, monocytes and lymphocytes based on density gradient centrifugation. Then these separated cells were aspirated through a constriction-microchannel based impedance flow cytometry where inherent bioelectrical parameters of Dc, Csm and σcy were quantified as 9.8 ± 0.7 μm, 2.06 ± 0.26 μF/cm2, and 0.34 ± 0.05 S/m for granulocytes (ncell = 134,829); 10.4 ± 1.0 μm, 2.45 ± 0.48 μF/cm2, and 0.42 ± 0.08 S/m for monocytes (ncell = 40,226); 8.0 ± 0.5 μm, 2.23 ± 0.34 μF/cm2, and 0.35 ± 0.08 S/m for lymphocytes (ncell = 129,193). Based on these inherent bioelectrical parameters, neural pattern recognition was conducted, producing a high “classification accuracy” of 93.5% in classifying these three subtypes of leukocytes. These results indicate that as inherent bioelectrical parameters, Dc, Csm, and σcy can be used to electrically phenotype white blood cells in a label-free manner.
KW - constriction microchannel
KW - impedance flow cytometry
KW - inherent bioelectrical parameter
KW - leukocyte phenotyping
KW - single cell analysis
UR - http://www.scopus.com/inward/record.url?scp=85124848133&partnerID=8YFLogxK
U2 - 10.1002/cyto.a.24544
DO - 10.1002/cyto.a.24544
M3 - 文章
C2 - 35150049
AN - SCOPUS:85124848133
SN - 1552-4922
VL - 101
SP - 630
EP - 638
JO - Cytometry Part A
JF - Cytometry Part A
IS - 8
ER -