A High-Sensitivity and Clogging-Free Microfluidic Impedance Flow Cytometer Enabled by Virtual Constriction Microchannel

This study presented a high-sensitivity and clogging-free microfluidic impedance flow cytometer enabled by virtual constriction microchannel. The new structure of the virtual constriction microchannel relied on crossflowing conductive cell solutions and insulated sheath fluids, leading to high impedance sensitivities without channel blockage. Large impedance variations (~1%) of a variety of microparticles were captured smoothly by this cytometer, and based on deep neural networks, high accuracies of 94.4% and 87.8% in classifying leukemia cell lines and 4-part leukocytes were obtained.

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Published
2025-06-29
DOI
https://doi.org/10.1109/transducers61432.2025.11110558
Primary Topic
Microfluidic and Bio-sensing Technologies
Type
article
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A High-Sensitivity and Clogging-Free Microfluidic Impedance Flow Cytometer Enabled by Virtual Constriction Microchannel

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A High-Sensitivity and Clogging-Free Microfluidic Impedance Flow Cytometer Enabled by Virtual Constriction Microchannel

Xiaoye Huo, Yimin Li, Xuzhen Qin, Jian Chen, Jie Zhang, Yueying Li, Nan Li, Xiao Chen, T. Fang, Junbo Wang
article en

Abstract

This study presented a high-sensitivity and clogging-free microfluidic impedance flow cytometer enabled by virtual constriction microchannel. The new structure of the virtual constriction microchannel relied on crossflowing conductive cell solutions and insulated sheath fluids, leading to high impedance sensitivities without channel blockage. Large impedance variations (~1%) of a variety of microparticles were captured smoothly by this cytometer, and based on deep neural networks, high accuracies of 94.4% and 87.8% in classifying leukemia cell lines and 4-part leukocytes were obtained.

Peking Union Medical College Hospital (CN), State Key Laboratory of Transducer Technology (CN), Shanghai Center For Bioinformation Technology (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 80%
Microfluidic and Bio-sensing Technologies
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