%0 Journal Article %1 C3LC41321G %A Song, Hongjun %A Wang, Yi %A Rosano, Jenna M. %A Prabhakarpandian, Balabhaskar %A Garson, Charles %A Pant, Kapil %A Lai, Eva %D 2013 %I The Royal Society of Chemistry %J Lab Chip %K microfluidics phd stemcell todo %N 12 %P 2300--2310 %R 10.1039/C3LC41321G %T A microfluidic impedance flow cytometer for identification of differentiation state of stem cells %U http://dx.doi.org/10.1039/C3LC41321G %V 13 %X This paper presents a microfluidic electrical impedance flow cytometer (FC) for identifying the differentiation state of single stem cells. This device is comprised of a novel dual micropore design, which not only enhances the processing throughput, but also allows the associated electrodes to be used as a reference for one another. A signal processing algorithm, based on the support vector machine (SVM) theory, and a data classification method were developed to automate the identification of sample types and cell differentiation state based on measured impedance values. The device itself was fabricated using a combination of standard and soft lithography techniques to generate a PDMS-gold electrode construct. Experimental testing with non-biological particles and mouse embryonic carcinoma cells (P19, undifferentiated and differentiated) was carried out using a range of excitation frequencies. The effects of the frequency and the interrogation parameters on sample identification performance were investigated. It was found that the real and imaginary part of the detected impedance signal were adequate for distinguishing the undifferentiated P19 cells from non-biological polystyrene beads at all tested frequencies. A higher frequency and an opacity index were required to resolve the undifferentiated and differentiated P19 cells by capturing capacitive changes in electrophysiological properties arising from differentiation. The experimental results demonstrated salient accuracy of the device and algorithm, and established its feasibility for non-invasive, label-free identification of the differentiation state of the stem cells.

@article{C3LC41321G, abstract = {This paper presents a microfluidic electrical impedance flow cytometer (FC) for identifying the differentiation state of single stem cells. This device is comprised of a novel dual micropore design{,} which not only enhances the processing throughput{,} but also allows the associated electrodes to be used as a reference for one another. A signal processing algorithm{,} based on the support vector machine (SVM) theory{,} and a data classification method were developed to automate the identification of sample types and cell differentiation state based on measured impedance values. The device itself was fabricated using a combination of standard and soft lithography techniques to generate a PDMS-gold electrode construct. Experimental testing with non-biological particles and mouse embryonic carcinoma cells (P19{,} undifferentiated and differentiated) was carried out using a range of excitation frequencies. The effects of the frequency and the interrogation parameters on sample identification performance were investigated. It was found that the real and imaginary part of the detected impedance signal were adequate for distinguishing the undifferentiated P19 cells from non-biological polystyrene beads at all tested frequencies. A higher frequency and an opacity index were required to resolve the undifferentiated and differentiated P19 cells by capturing capacitive changes in electrophysiological properties arising from differentiation. The experimental results demonstrated salient accuracy of the device and algorithm{,} and established its feasibility for non-invasive{,} label-free identification of the differentiation state of the stem cells.}, added-at = {2013-06-10T10:58:46.000+0200}, author = {Song, Hongjun and Wang, Yi and Rosano, Jenna M. and Prabhakarpandian, Balabhaskar and Garson, Charles and Pant, Kapil and Lai, Eva}, biburl = {https://www.bibsonomy.org/bibtex/2df2378d9b12cb2633a8cac19943945c7/bkoch}, description = {A microfluidic impedance flow cytometer for identification of differentiation state of stem cells - Lab on a Chip (RSC Publishing)}, doi = {10.1039/C3LC41321G}, interhash = {f3b25a5b257595c9fc4337679a567a18}, intrahash = {df2378d9b12cb2633a8cac19943945c7}, journal = {Lab Chip}, keywords = {microfluidics phd stemcell todo}, number = 12, pages = {2300--2310}, publisher = {The Royal Society of Chemistry}, timestamp = {2013-06-10T10:58:46.000+0200}, title = {A microfluidic impedance flow cytometer for identification of differentiation state of stem cells}, url = {http://dx.doi.org/10.1039/C3LC41321G}, volume = 13, year = 2013 }