On-line biomass monitoring of CHO perfusion culture with scanning dielectric spectroscopy
In this work, dielectric spectroscopy was used to monitor two CHO perfusion culture experiments (B14 and B16). The capacitance of the cell suspension was recorded every 20 minutes over an excitation frequency range of 0.2 MHz to 10.0 MHz. A phase plot of the capacitance at a low excitation frequency...
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Veröffentlicht in: | Biotechnology and bioengineering 2003-12, Vol.84 (5), p.597-610 |
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description | In this work, dielectric spectroscopy was used to monitor two CHO perfusion culture experiments (B14 and B16). The capacitance of the cell suspension was recorded every 20 minutes over an excitation frequency range of 0.2 MHz to 10.0 MHz. A phase plot of the capacitance at a low excitation frequency vs. the value at a higher frequency proved to be an accurate indicator of the major transition points of the culture, i.e., maximum cell viability, end of lactate consumption, point of zero viability. For both experiments, the capacitance signal correlated very well (R2 >0.98) with viable cell number up to concentrations of 1 × 107 cells/mL. Visual observation of the capacitance spectra indicated that changes in the capacitance relative to frequency were related to the cellular morphology. A multivariate model was developed using off‐line data that could predict the median cell diameter within a single experiment (B14) with an error of 0.34 μm (2%). Upon extension to a subsequent experiment (B16), the predicted error was 1.18 μm (9%). © 2003 Wiley Periodicals, Inc. Biotechnol Bioeng 84: 597–610, 2003. |
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The capacitance of the cell suspension was recorded every 20 minutes over an excitation frequency range of 0.2 MHz to 10.0 MHz. A phase plot of the capacitance at a low excitation frequency vs. the value at a higher frequency proved to be an accurate indicator of the major transition points of the culture, i.e., maximum cell viability, end of lactate consumption, point of zero viability. For both experiments, the capacitance signal correlated very well (R2 >0.98) with viable cell number up to concentrations of 1 × 107 cells/mL. Visual observation of the capacitance spectra indicated that changes in the capacitance relative to frequency were related to the cellular morphology. A multivariate model was developed using off‐line data that could predict the median cell diameter within a single experiment (B14) with an error of 0.34 μm (2%). Upon extension to a subsequent experiment (B16), the predicted error was 1.18 μm (9%). © 2003 Wiley Periodicals, Inc. Biotechnol Bioeng 84: 597–610, 2003.</description><identifier>ISSN: 0006-3592</identifier><identifier>EISSN: 1097-0290</identifier><identifier>DOI: 10.1002/bit.10809</identifier><identifier>PMID: 14574694</identifier><identifier>CODEN: BIBIAU</identifier><language>eng</language><publisher>Hoboken: Wiley Subscription Services, Inc., A Wiley Company</publisher><subject>Algorithms ; Animal cells ; Animals ; Biological and medical sciences ; Biotechnology ; capacitance ; Cell Count - methods ; Cell Culture Techniques - methods ; CHO animal cell culture ; CHO Cells ; Computer Simulation ; Cricetinae ; Cricetulus ; dielectric spectroscopy ; Electric Capacitance ; Establishment of new cell lines, improvement of cultural methods, mass cultures ; Eukaryotic cell cultures ; Fundamental and applied biological sciences. Psychology ; Methods. Procedures. Technologies ; Models, Biological ; online biomass monitoring ; Online Systems ; perfusion culture ; Reproducibility of Results ; Sensitivity and Specificity ; Spectrum Analysis - methods</subject><ispartof>Biotechnology and bioengineering, 2003-12, Vol.84 (5), p.597-610</ispartof><rights>Copyright © 2003 Wiley Periodicals, Inc.</rights><rights>2004 INIST-CNRS</rights><rights>Copyright 2003 Wiley Periodicals, Inc. 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Bioeng</addtitle><description>In this work, dielectric spectroscopy was used to monitor two CHO perfusion culture experiments (B14 and B16). The capacitance of the cell suspension was recorded every 20 minutes over an excitation frequency range of 0.2 MHz to 10.0 MHz. A phase plot of the capacitance at a low excitation frequency vs. the value at a higher frequency proved to be an accurate indicator of the major transition points of the culture, i.e., maximum cell viability, end of lactate consumption, point of zero viability. For both experiments, the capacitance signal correlated very well (R2 >0.98) with viable cell number up to concentrations of 1 × 107 cells/mL. Visual observation of the capacitance spectra indicated that changes in the capacitance relative to frequency were related to the cellular morphology. A multivariate model was developed using off‐line data that could predict the median cell diameter within a single experiment (B14) with an error of 0.34 μm (2%). Upon extension to a subsequent experiment (B16), the predicted error was 1.18 μm (9%). © 2003 Wiley Periodicals, Inc. Biotechnol Bioeng 84: 597–610, 2003.</description><subject>Algorithms</subject><subject>Animal cells</subject><subject>Animals</subject><subject>Biological and medical sciences</subject><subject>Biotechnology</subject><subject>capacitance</subject><subject>Cell Count - methods</subject><subject>Cell Culture Techniques - methods</subject><subject>CHO animal cell culture</subject><subject>CHO Cells</subject><subject>Computer Simulation</subject><subject>Cricetinae</subject><subject>Cricetulus</subject><subject>dielectric spectroscopy</subject><subject>Electric Capacitance</subject><subject>Establishment of new cell lines, improvement of cultural methods, mass cultures</subject><subject>Eukaryotic cell cultures</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Methods. Procedures. Technologies</subject><subject>Models, Biological</subject><subject>online biomass monitoring</subject><subject>Online Systems</subject><subject>perfusion culture</subject><subject>Reproducibility of Results</subject><subject>Sensitivity and Specificity</subject><subject>Spectrum Analysis - methods</subject><issn>0006-3592</issn><issn>1097-0290</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2003</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkE1v1DAQhi1ERZfCgT-AfAGJQ1p_Oz7CCraVVl0JFSG4WI53DIYkTu1EZf89WXahp4rTzEjPvGM_CL2g5JwSwi6aOM5NTcwjtKDE6IowQx6jBSFEVVwadoqelvJjHnWt1BN0SoXUQhmxQF82fdXGHnATU-dKwV3q45hy7L_hFPDycoMHyGEqMfXYT-04ZcB3cfyOi3d9v8e2EVrwY44el2HfpOLTsHuGToJrCzw_1jP06cP7m-Vltd6srpZv15WfH2GqWgJ4ykLtwTcqeM4c8xSASsm2mhJFZCMoaxSphZbMCBCgVOCec7etg-Bn6PUhd8jpdoIy2i4WD23rekhTsZoyQ2vB_wtSQ40UnM3gmwPo56-UDMEOOXYu7ywldi_czsLtH-Ez-_IYOjUdbO_Jo-EZeHUE3GysDdn1PpZ7TjJuhNgHXRy4u9jC7uGL9t3Vzd_T1WEjlhF-_dtw-adVmmtpP1-v7Mf1iq80_2oZ_w29fKZz</recordid><startdate>20031205</startdate><enddate>20031205</enddate><creator>Cannizzaro, Christopher</creator><creator>Gügerli, Raphael</creator><creator>Marison, Ian</creator><creator>von Stockar, Urs</creator><general>Wiley Subscription Services, Inc., A Wiley Company</general><general>Wiley</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>20031205</creationdate><title>On-line biomass monitoring of CHO perfusion culture with scanning dielectric spectroscopy</title><author>Cannizzaro, Christopher ; Gügerli, Raphael ; Marison, Ian ; von Stockar, Urs</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4579-85eec12f8cecb6fc32a2c1ee1552d710605b412b608475294e4e66f3c33ad8f43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2003</creationdate><topic>Algorithms</topic><topic>Animal cells</topic><topic>Animals</topic><topic>Biological and medical sciences</topic><topic>Biotechnology</topic><topic>capacitance</topic><topic>Cell Count - methods</topic><topic>Cell Culture Techniques - methods</topic><topic>CHO animal cell culture</topic><topic>CHO Cells</topic><topic>Computer Simulation</topic><topic>Cricetinae</topic><topic>Cricetulus</topic><topic>dielectric spectroscopy</topic><topic>Electric Capacitance</topic><topic>Establishment of new cell lines, improvement of cultural methods, mass cultures</topic><topic>Eukaryotic cell cultures</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Methods. Procedures. Technologies</topic><topic>Models, Biological</topic><topic>online biomass monitoring</topic><topic>Online Systems</topic><topic>perfusion culture</topic><topic>Reproducibility of Results</topic><topic>Sensitivity and Specificity</topic><topic>Spectrum Analysis - methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cannizzaro, Christopher</creatorcontrib><creatorcontrib>Gügerli, Raphael</creatorcontrib><creatorcontrib>Marison, Ian</creatorcontrib><creatorcontrib>von Stockar, Urs</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Biotechnology and bioengineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cannizzaro, Christopher</au><au>Gügerli, Raphael</au><au>Marison, Ian</au><au>von Stockar, Urs</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>On-line biomass monitoring of CHO perfusion culture with scanning dielectric spectroscopy</atitle><jtitle>Biotechnology and bioengineering</jtitle><addtitle>Biotechnol. Bioeng</addtitle><date>2003-12-05</date><risdate>2003</risdate><volume>84</volume><issue>5</issue><spage>597</spage><epage>610</epage><pages>597-610</pages><issn>0006-3592</issn><eissn>1097-0290</eissn><coden>BIBIAU</coden><abstract>In this work, dielectric spectroscopy was used to monitor two CHO perfusion culture experiments (B14 and B16). The capacitance of the cell suspension was recorded every 20 minutes over an excitation frequency range of 0.2 MHz to 10.0 MHz. A phase plot of the capacitance at a low excitation frequency vs. the value at a higher frequency proved to be an accurate indicator of the major transition points of the culture, i.e., maximum cell viability, end of lactate consumption, point of zero viability. For both experiments, the capacitance signal correlated very well (R2 >0.98) with viable cell number up to concentrations of 1 × 107 cells/mL. Visual observation of the capacitance spectra indicated that changes in the capacitance relative to frequency were related to the cellular morphology. A multivariate model was developed using off‐line data that could predict the median cell diameter within a single experiment (B14) with an error of 0.34 μm (2%). Upon extension to a subsequent experiment (B16), the predicted error was 1.18 μm (9%). © 2003 Wiley Periodicals, Inc. Biotechnol Bioeng 84: 597–610, 2003.</abstract><cop>Hoboken</cop><pub>Wiley Subscription Services, Inc., A Wiley Company</pub><pmid>14574694</pmid><doi>10.1002/bit.10809</doi><tpages>14</tpages></addata></record> |
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subjects | Algorithms Animal cells Animals Biological and medical sciences Biotechnology capacitance Cell Count - methods Cell Culture Techniques - methods CHO animal cell culture CHO Cells Computer Simulation Cricetinae Cricetulus dielectric spectroscopy Electric Capacitance Establishment of new cell lines, improvement of cultural methods, mass cultures Eukaryotic cell cultures Fundamental and applied biological sciences. Psychology Methods. Procedures. Technologies Models, Biological online biomass monitoring Online Systems perfusion culture Reproducibility of Results Sensitivity and Specificity Spectrum Analysis - methods |
title | On-line biomass monitoring of CHO perfusion culture with scanning dielectric spectroscopy |
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