Monitoring Caco-2 to enterocyte-like cells differentiation by means of electric impedance analysis on printed sensors
Colorectal adenocarcinoma cells (Caco-2) are a widely used model of intestinal barrier to study cancer development, toxicological assessments, absorption and metabolism in food science or drug discovery. Caco-2 spontaneously differentiate into a monolayer expressing several specific characteristics,...
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Published in | Biochimica et biophysica acta. General subjects Vol. 1863; no. 5; pp. 893 - 902 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Netherlands
Elsevier B.V
01.05.2019
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Abstract | Colorectal adenocarcinoma cells (Caco-2) are a widely used model of intestinal barrier to study cancer development, toxicological assessments, absorption and metabolism in food science or drug discovery. Caco-2 spontaneously differentiate into a monolayer expressing several specific characteristics, typically showed by mature enterocytes. For in vitro experiments, it is crucial to identify non-invasive and non-destructive techniques able to evaluate the integrity and differentiation of the cells monolayer. Thus, we aimed to assess these properties by analyzing electrical impedance measurements.
Caco-2 cells were differentiated for 21 days. The monolayer integrity and differentiation were primarily evaluated by means of morphological, biochemical and molecular data. Impedance measurements in a range of frequencies from 400 Hz to 50 kHz were performed using a dedicated set up, including customized Aerosol Jet Printed carbon-based sensors.
The trends of RI observed at three different frequencies were able to describe cell growth and differentiation. In order to evaluate which frequencies better correlate with cell differentiation, Principal Component Analysis have been employed and the concordance analysis between RI magnitude and morphological, biochemical and molecular data, highlighted 40 kHz as the optimal frequency to assess Caco-2 cells differentiation process.
We demonstrated the feasibility and reliability of applying impedance-based measurements not only to provide information about the monolayer status, but also for cell differentiation monitoring.
This study underlined the possibility to use a dedicated sensor to assess the integrity and differentiation of Caco-2 monolayer, as a reliable non-destructive alternative to conventional approaches.
•Electrochemical sensors can provide information about cell adhesion, growth and differentiation.•Monitoring of Caco-2 to enterocyte-like cells differentiation with impedance-based sensors.•Relative Impedance at specific frequencies could describe cell growth and differentiation.•40 kHz highlighted as the optimal frequency to assess Caco-2 cells differentiation process. |
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AbstractList | Colorectal adenocarcinoma cells (Caco-2) are a widely used model of intestinal barrier to study cancer development, toxicological assessments, absorption and metabolism in food science or drug discovery. Caco-2 spontaneously differentiate into a monolayer expressing several specific characteristics, typically showed by mature enterocytes. For in vitro experiments, it is crucial to identify non-invasive and non-destructive techniques able to evaluate the integrity and differentiation of the cells monolayer. Thus, we aimed to assess these properties by analyzing electrical impedance measurements.BACKGROUNDColorectal adenocarcinoma cells (Caco-2) are a widely used model of intestinal barrier to study cancer development, toxicological assessments, absorption and metabolism in food science or drug discovery. Caco-2 spontaneously differentiate into a monolayer expressing several specific characteristics, typically showed by mature enterocytes. For in vitro experiments, it is crucial to identify non-invasive and non-destructive techniques able to evaluate the integrity and differentiation of the cells monolayer. Thus, we aimed to assess these properties by analyzing electrical impedance measurements.Caco-2 cells were differentiated for 21 days. The monolayer integrity and differentiation were primarily evaluated by means of morphological, biochemical and molecular data. Impedance measurements in a range of frequencies from 400 Hz to 50 kHz were performed using a dedicated set up, including customized Aerosol Jet Printed carbon-based sensors.METHODSCaco-2 cells were differentiated for 21 days. The monolayer integrity and differentiation were primarily evaluated by means of morphological, biochemical and molecular data. Impedance measurements in a range of frequencies from 400 Hz to 50 kHz were performed using a dedicated set up, including customized Aerosol Jet Printed carbon-based sensors.The trends of RI observed at three different frequencies were able to describe cell growth and differentiation. In order to evaluate which frequencies better correlate with cell differentiation, Principal Component Analysis have been employed and the concordance analysis between RI magnitude and morphological, biochemical and molecular data, highlighted 40 kHz as the optimal frequency to assess Caco-2 cells differentiation process.RESULTSThe trends of RI observed at three different frequencies were able to describe cell growth and differentiation. In order to evaluate which frequencies better correlate with cell differentiation, Principal Component Analysis have been employed and the concordance analysis between RI magnitude and morphological, biochemical and molecular data, highlighted 40 kHz as the optimal frequency to assess Caco-2 cells differentiation process.We demonstrated the feasibility and reliability of applying impedance-based measurements not only to provide information about the monolayer status, but also for cell differentiation monitoring.CONCLUSIONWe demonstrated the feasibility and reliability of applying impedance-based measurements not only to provide information about the monolayer status, but also for cell differentiation monitoring.This study underlined the possibility to use a dedicated sensor to assess the integrity and differentiation of Caco-2 monolayer, as a reliable non-destructive alternative to conventional approaches.GENERAL SIGNIFICANCEThis study underlined the possibility to use a dedicated sensor to assess the integrity and differentiation of Caco-2 monolayer, as a reliable non-destructive alternative to conventional approaches. Colorectal adenocarcinoma cells (Caco-2) are a widely used model of intestinal barrier to study cancer development, toxicological assessments, absorption and metabolism in food science or drug discovery. Caco-2 spontaneously differentiate into a monolayer expressing several specific characteristics, typically showed by mature enterocytes. For in vitro experiments, it is crucial to identify non-invasive and non-destructive techniques able to evaluate the integrity and differentiation of the cells monolayer. Thus, we aimed to assess these properties by analyzing electrical impedance measurements.Caco-2 cells were differentiated for 21 days. The monolayer integrity and differentiation were primarily evaluated by means of morphological, biochemical and molecular data. Impedance measurements in a range of frequencies from 400 Hz to 50 kHz were performed using a dedicated set up, including customized Aerosol Jet Printed carbon-based sensors.The trends of RI observed at three different frequencies were able to describe cell growth and differentiation. In order to evaluate which frequencies better correlate with cell differentiation, Principal Component Analysis have been employed and the concordance analysis between RI magnitude and morphological, biochemical and molecular data, highlighted 40 kHz as the optimal frequency to assess Caco-2 cells differentiation process.We demonstrated the feasibility and reliability of applying impedance-based measurements not only to provide information about the monolayer status, but also for cell differentiation monitoring.This study underlined the possibility to use a dedicated sensor to assess the integrity and differentiation of Caco-2 monolayer, as a reliable non-destructive alternative to conventional approaches. Colorectal adenocarcinoma cells (Caco-2) are a widely used model of intestinal barrier to study cancer development, toxicological assessments, absorption and metabolism in food science or drug discovery. Caco-2 spontaneously differentiate into a monolayer expressing several specific characteristics, typically showed by mature enterocytes. For in vitro experiments, it is crucial to identify non-invasive and non-destructive techniques able to evaluate the integrity and differentiation of the cells monolayer. Thus, we aimed to assess these properties by analyzing electrical impedance measurements. Caco-2 cells were differentiated for 21 days. The monolayer integrity and differentiation were primarily evaluated by means of morphological, biochemical and molecular data. Impedance measurements in a range of frequencies from 400 Hz to 50 kHz were performed using a dedicated set up, including customized Aerosol Jet Printed carbon-based sensors. The trends of RI observed at three different frequencies were able to describe cell growth and differentiation. In order to evaluate which frequencies better correlate with cell differentiation, Principal Component Analysis have been employed and the concordance analysis between RI magnitude and morphological, biochemical and molecular data, highlighted 40 kHz as the optimal frequency to assess Caco-2 cells differentiation process. We demonstrated the feasibility and reliability of applying impedance-based measurements not only to provide information about the monolayer status, but also for cell differentiation monitoring. This study underlined the possibility to use a dedicated sensor to assess the integrity and differentiation of Caco-2 monolayer, as a reliable non-destructive alternative to conventional approaches. Colorectal adenocarcinoma cells (Caco-2) are a widely used model of intestinal barrier to study cancer development, toxicological assessments, absorption and metabolism in food science or drug discovery. Caco-2 spontaneously differentiate into a monolayer expressing several specific characteristics, typically showed by mature enterocytes. For in vitro experiments, it is crucial to identify non-invasive and non-destructive techniques able to evaluate the integrity and differentiation of the cells monolayer. Thus, we aimed to assess these properties by analyzing electrical impedance measurements. Caco-2 cells were differentiated for 21 days. The monolayer integrity and differentiation were primarily evaluated by means of morphological, biochemical and molecular data. Impedance measurements in a range of frequencies from 400 Hz to 50 kHz were performed using a dedicated set up, including customized Aerosol Jet Printed carbon-based sensors. The trends of RI observed at three different frequencies were able to describe cell growth and differentiation. In order to evaluate which frequencies better correlate with cell differentiation, Principal Component Analysis have been employed and the concordance analysis between RI magnitude and morphological, biochemical and molecular data, highlighted 40 kHz as the optimal frequency to assess Caco-2 cells differentiation process. We demonstrated the feasibility and reliability of applying impedance-based measurements not only to provide information about the monolayer status, but also for cell differentiation monitoring. This study underlined the possibility to use a dedicated sensor to assess the integrity and differentiation of Caco-2 monolayer, as a reliable non-destructive alternative to conventional approaches. •Electrochemical sensors can provide information about cell adhesion, growth and differentiation.•Monitoring of Caco-2 to enterocyte-like cells differentiation with impedance-based sensors.•Relative Impedance at specific frequencies could describe cell growth and differentiation.•40 kHz highlighted as the optimal frequency to assess Caco-2 cells differentiation process. |
Author | Tonello, S. Lopomo, N.F. Rungratanawanich, W. Cantù, E. Vezzoli, M. Abate, G. Sardini, E. Serpelloni, M. Uberti, D. Marziano, M. Memo, M. |
Author_xml | – sequence: 1 givenname: M. surname: Marziano fullname: Marziano, M. email: m.marziano@unibs.it organization: Department of Information Engineering, University of Brescia, Brescia, Italy – sequence: 2 givenname: S. surname: Tonello fullname: Tonello, S. organization: Department of Information Engineering, University of Brescia, Brescia, Italy – sequence: 3 givenname: E. surname: Cantù fullname: Cantù, E. organization: Department of Information Engineering, University of Brescia, Brescia, Italy – sequence: 4 givenname: G. surname: Abate fullname: Abate, G. organization: Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy – sequence: 5 givenname: M. surname: Vezzoli fullname: Vezzoli, M. organization: Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy – sequence: 6 givenname: W. surname: Rungratanawanich fullname: Rungratanawanich, W. organization: Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy – sequence: 7 givenname: M. surname: Serpelloni fullname: Serpelloni, M. organization: Department of Information Engineering, University of Brescia, Brescia, Italy – sequence: 8 givenname: N.F. surname: Lopomo fullname: Lopomo, N.F. organization: Department of Information Engineering, University of Brescia, Brescia, Italy – sequence: 9 givenname: M. surname: Memo fullname: Memo, M. organization: Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy – sequence: 10 givenname: E. surname: Sardini fullname: Sardini, E. organization: Department of Information Engineering, University of Brescia, Brescia, Italy – sequence: 11 givenname: D. surname: Uberti fullname: Uberti, D. organization: Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy |
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Keywords | rtPCR Impedance-based sensors SLC15A1 Caco-2 cells Barrier integrity AJP SLC11A2 Enterocyte-like cells Cell differentiation CYP3A4 p-NP p-NPP PCA CLDN4 CCell SI RCell RI TEER ALPI Z |
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SubjectTerms | absorption aerosols Barrier integrity Caco-2 cells carcinogenesis Cell differentiation cell growth electric impedance Enterocyte-like cells enterocytes human cell lines Impedance-based sensors in vitro studies metabolism monitoring neoplasm cells neoplasms nondestructive methods principal component analysis sensors (equipment) |
Title | Monitoring Caco-2 to enterocyte-like cells differentiation by means of electric impedance analysis on printed sensors |
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