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dc.contributor.authorRyan, Paul W.
dc.contributor.authorBoyan, Li
dc.contributor.authorShanahan, Michael
dc.contributor.authorRyder, Alan G.
dc.date.accessioned2011-11-15T12:39:07Z
dc.date.available2011-11-15T12:39:07Z
dc.date.issued2010
dc.identifier.citationRyan, P. W., Li, B., Shanahan, M., Leister, K. J., & Ryder, A. G. (2010) Prediction of Cell Culture Media Performance Using Fluorescence Spectroscopy. Analytical Chemistry, 82(4), 1311-1317.en_US
dc.identifier.urihttp://hdl.handle.net/10379/2321
dc.description.abstractCell culture media used in industrial mammalian cell culture are complex aqueous solutions that are inherently difficult to analyze comprehensively. The analysis of media quality and variance is of utmost importance in efficient manufacturing. We are exploring the use of rapid 'holistic' analytical methods that can be used for routine screening of cell culture media used in industrial biotechnology. The application of rapid fluorescence spectroscopic techniques to the routine analysis of cell culture media (Chinese hamster ovary cell-based manufacture) was investigated. We have developed robust methods which can be used to identify compositional changes and ultimately predict the efficacy of individual fed batch media in terms of downstream protein product yield with an accuracy of ±0.13 g/L. This is achieved through the implementation of chemometric methods such as multiway robust principal component analysis (MROBPCA), and n-way partial least-squares-discriminant analysis and regression (NPLS-DA and NPLS). This ability to observe compositional changes and predict product yield before media use has enormous potential and should permit the effective elimination of one of the major process variables leading to more consistent product quality and improved yield. These robust and reliable methods have the potential to become an important part of upstream biopharmaceutical quality control and analysis.en_US
dc.formatapplication/pdfen_US
dc.language.isoenen_US
dc.subjectChemistryen_US
dc.subjectFluorescenceen_US
dc.subjectCell cultureen_US
dc.subjectMediaen_US
dc.subjectChemometricsen_US
dc.titlePrediction of Cell Culture Media Performance Using Fluorescence Spectroscopyen_US
dc.typeArticleen_US
dc.local.publishedsourcehttp://pubs.acs.org/doi/abs/10.1021/ac902337cen_US
dc.local.publisherstatementThis version is not the proof corrected version, the proof corrected version is available at http://pubs.acs.org/doi/abs/10.1021/ac902337cen_US
dc.description.peer-reviewedpeer-revieweden_US
dc.contributor.funderIndustrial Development Authorityen_US
dc.contributor.funderBristol-Myers Squibben_US
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