US 5656491A
· Cassani et al.
· 1997
[cited by applicant]
US 6168941B1
· Liu
· 2001
[cited by examiner]
US 6544424B1
· Sheivitz
· 2003
[cited by applicant]
US 6803020B1
· Agnely et al.
· 2004
[cited by applicant]
US 7330746B2
· Demuth et al.
· 2008
[cited by applicant]
US 7629167B2
· Hodge et al.
· 2009
[cited by applicant]
US 8298054B2
· Hodge et al.
· 2012
[cited by applicant]
US 8318416B2
· Tsang et al.
· 2012
[cited by applicant]
US 8355767B2
· Hunter et al.
· 2013
[cited by applicant]
US 8771635B2
· Mohtadi et al.
· 2014
[cited by applicant]
US 9109193B2
· Galliher et al.
· 2015
[cited by applicant]
US 9212379B2
· Tsang et al.
· 2015
[cited by applicant]
US 9260695B2
· Crowley et al.
· 2016
[cited by applicant]
US 9388373B2
· Rao et al.
· 2016
[cited by applicant]
US 9568449B2
· Downey et al.
· 2017
[cited by applicant]
US 9650412B2
· Konstantinov et al.
· 2017
[cited by applicant]
US 9670446B2
· Khan
· 2017
[cited by applicant]
US 9670520B2
· Zijlstra et al.
· 2017
[cited by applicant]
US 20040259240A1
· Fadden
· 2004
[cited by examiner]
US 20050054101A1
· Felder
· 2005
[cited by examiner]
US 20060019333A1
· Rodgers et al.
· 2006
[cited by applicant]
US 20060199260A1
· Zhang et al.
· 2006
[cited by applicant]
US 20090048816A1
· Srinivasa
· 2009
[cited by applicant]
US 20090104594A1
· Webb
· 2009
[cited by applicant]
US 20090305626A1
· Hope
· 2009
[cited by applicant]
US 20150219622A1
· Hickman
· 2015
[cited by applicant]
US 20150247210A1
· Olesberg et al.
· 2015
[cited by applicant]
US 20150299638A1
· Shimoni et al.
· 2015
[cited by applicant]
US 20160244725A1
· Lawrence
· 2016
[cited by applicant]
US 20160289633A1
· Yang et al.
· 2016
[cited by applicant]
US 20160341667A1
· Ramasubramanyan et al.
· 2016
[cited by applicant]
US 20170009269A1
· Ozturk
· 2017
[cited by applicant]
US 20170355947A9
· Berry et al.
· 2017
[cited by applicant]
US 20180171294A1
· Czerniecki
· 2018
[cited by examiner]
US 20180291329A1
· Moretto et al.
· 2018
[cited by applicant]
US 20180312802A1
· Bielser et al.
· 2018
[cited by applicant]
US 20190112569A1
· Czeterko et al.
· 2019
[cited by applicant]
CN 101443444A
· 2009
[cited by applicant]
JP 2005337777
· 2005
[cited by applicant]
WO WO2005084696
· 2005
[cited by applicant]
WO WO2016004322A2
· 2016
[cited by applicant]
WO WO2016196315A2
· 2016
[cited by applicant]
WO WO2018188395
· 2018
[cited by applicant]
Matthews, T.E. et al., Closed loop control of lactate concentration in mammalian cell culture by Raman spectroscopy leads to improved cell density, viability, and biopharmaceutical protein production. Biotechnol. Bioeng…
[cited by examiner]
Gregory N. Bancroft, Vassilios I. Sikavitsas, and Antonios G. Mikos. Technical Note: Design of a Flow Perfusion Bioreactor System for Bone Tissue-Engineering Applications. Tissue Engineering.Jun. 2003.549-554.http://doi…
[cited by examiner]
Ozturk SS, Thrift JC, Blackie JD, Naveh D. Real-time monitoring and control of glucose and lactate concentrations in a mammalian cell perfusion reactor. Biotechnol Bioeng. Feb. 20, 1997;53(4):372-8. doi: 10.1002/(SICI)1…
[cited by examiner]
Matthews, T.E., Berry, B.N., Smelko, J., Moretto, J., Moore, B. and Wiltberger, K. , Closed loop control of lactate concentration in mammalian cell culture by Raman spectroscopy leads to improved cell density, viability…
[cited by examiner]
Abdul-Aziz, Z., Z. Wahid, and a. V. Metcalfe. n.d. “Using ‘Design of experiments’ to overcome limitation of ‘One-Variable-At-A-Time’ approach to experimentation; the case of a rubber glove manufacturing facility in Mala…
[cited by applicant]
Abu-Absi, Nicholas R. et al. 2011. “Real time monitoring of multiple parameters in mammalian cell culture bioreactors using an in-line Raman spectroscopy probe.”
[cited by applicant]
Ahn, Woo Suk, Jae-Jin Jeon, Yeong-Ran Jeong, Seung Joo Lee, and Sung Kwan Yoon. 2008. “Effect of culture temperature on erythropoietin production and glycosylation in a perfusion culture of recombinant CHO cells.” Biote…
[cited by applicant]
Analysis of a Batch Fermentation Process; Kaiser Optical Systems Inc.
[cited by applicant]
Application Note. Analysis of a Mammalian Cell Culture; Kaiser Ogtical Systems Inc. Application Note.
[cited by applicant]
Anderson, C. A., and R. Bro. 2000. “The N-way Toolbox for Matlab.”
[cited by applicant]
Anderson, Rosaleen J., David J. Bendell, and Paul W. Groundwater. 2004b. “Ultraviolet-Vis Spectroscopy.” pp. 9-10 in
[cited by applicant]
Anderson-Cook, Christine M., Connie M. Borror, and Douglas C. Montgomery. 2009. “Response surface design evaluation and comparison.”
[cited by applicant]
André, Silvère et al. 2015. “In-line and real-time prediction of recombinant antibody titer by in situ Raman spectroscopy.”
[cited by applicant]
Arnold, S. Alison, John Crowley, Nigel Woods, Linda M. Harvey, and Brian McNeil. 2003. “In-situ near infrared spectroscopy to monitor key analytes in mammalian cell cultivation.”
[cited by applicant]
Ashton, Lorna et al. 2013. “The challenge of applying Raman spectroscopy to monitor recombinant antibody production.”
[cited by applicant]
Bahram, Morteza, Rasmus Bro, Colin Stedmon, Abbas Afkhami, and Dk-Roskilde. 2007. “Handling of Rayleigh and Raman scatter for PARAFAC modeling of fluorescence data using interpolation.”
[cited by applicant]
Banwell, C. N. 1972. “Infra-Red Spectroscopy.” pp. 65-119 in
[cited by applicant]
Beckman Coulter Inc. 2013. “Vi-CELL XR Bioprocess Tracking.” Retrieved https://www.beckmancoulter.com/wsrportal/bibliography?docname=BR-18086.pdf.
[cited by applicant]
Berry, Brandon, Justin Moretto, Thomas Matthews, John Smelko, and Kelly Wiltberger. 2014. “Cross-scale predictive modeling of CHO cell culture growth and metabolites using Raman spectroscopy and multivariate analysis.”
[cited by applicant]
Berry, Brandon N. et al. 2015. “Quick generation of Raman spectroscopy based in-process glucose control to influence biopharmaceutical protein product quality during mammalian cell culture.”
[cited by applicant]
Betts, Jonathan I., and Frank Baganz. 2006. “Miniature bioreactors: current practices and future opportunities.”
[cited by applicant]
Biechele, Philipp, Christoph Busse, Dörte Solle, Thomas Scheper, and Kenneth Reardon. 2015. “Sensor systems for bioprocess monitoring.”
[cited by applicant]
Birch, John R., and Andrew J. Racher. 2006. “Antibody production.”
[cited by applicant]
Bridwell, Heather, Vikas Dhingra, Daniel Peckman, and Jennifer Roark. 2010. “Perspectives on Method Validation : Importance of Adequate Method Validation.”
[cited by applicant]
Bro, Rasmus. 1996. “Multiway calibration. multilinear pls.”
[cited by applicant]
Bro, Rasmus. 1997. “PARAFAC. Tutorial and applications.”
[cited by applicant]
Bro, Rasmus. 1998. “Core Consistency.” pp. 113-121 in
[cited by applicant]
Bro, Rasmus, and Charlotte M. Andersen. 2003. “Theory of net analyte signal vectors in inverse regression.”
[cited by applicant]
Bro, Rasmus, and Henk a. L. Kiers. 2003. “A new efficient method for determining the number of components in PARAFAC models.”
[cited by applicant]
Bro, Rasmus, and Age K. Smilde. 2014. “Principal Component Analysis.”
[cited by applicant]
Bruhlmann, David et al. 2015. “Tailoring recombinant protein quality by rational media design.”
[cited by applicant]
Buchs, J. 2001. “Introduction to advantages and problems of shaken cultures.”
[cited by applicant]
Buckley et al. “Applications of Raman Spectroscopy in Biopharmaceutical Manufacturing: A Short Review,” Applied Spectroscopy, 2017 vol. 71(6), pp. 1085-1116.
[cited by applicant]
Bumbrah, Gurvinder Singh, and Rakesh Mohan Sharma. 2016. “Raman spectroscopy—Basic principle, instrumentation and selected applications for the characterization of drugs of abuse.”
[cited by applicant]
Butler, Michael. 2005. “Hybridomas—source of antibodies.” pp. 151-174 in
[cited by applicant]
Cacciatore, Jonathan J., Lawrence a Chasin, and Edward F. Leonard. 2010. “Gene amplification and vector engineering to achieve rapid and high-level therapeutic protein production using the Dhfr-based CHO cell selection …
[cited by applicant]
Calvet, Amandine, Boyan Li, and Alan G. Ryder. 2014. “A rapid fluorescence based method for the quantitative analysis of cell culture media photo-degradation.”
[cited by applicant]
CAMO Software AS. 2016. “Classical DOE Methods and PLS-ANOVA.” Retrieved Nove. 2, 1BC http://www.camo.com/resources/classical-doe-methods-plsanova.html.
[cited by applicant]
Capito, Florian, Aline Zimmer, and Romas Skudas. 2015. “Mid-infrared spectroscopy-based analysis of mammalian cell culture parameters.”
[cited by applicant]
Carter, Paul J. 2011. “Introduction to current and future protein therapeutics: a protein engineering perspective.”
[cited by applicant]
Chaplin, Martin. 2013. “Enzyme Technology.” Retrieved Jul. 16, 2014 http://www1.lsbu.ac.uk/water/enztech/amperometric.html.
[cited by applicant]
ChemAxon Ltd. n.d. “Chemicalize platform.” Retrieved http://www.chemicalize.org.
[cited by applicant]
Chon, John H., and Gregory Zarbis-Papastoitsis. 2011. “Advances in the production and downstream processing of antibodies.”
[cited by applicant]
Christopher B. Lewis, Roger J. McNichols, Ashok Gowda and Gerard L. Cote. 2000. “Investigation of Near-Infrared Spectroscopy for Periodic Determination of Glucose in Cell Culture Media in Situ.”
[cited by applicant]
Clayden, Jonathan, Nick Greeves, Stuart Warren, and Peter Wothers. 2001. “Infrared Spectra.” pp. 65-78 in
[cited by applicant]
Comparison of Spectroscopy Technologies for Improved Monitoring of Cell Culture Processes in Miniature Bioreactors; Rowland-Jones; 1Newcastle University, 2Lonza, 3University of Copenhagen, 4University of Leeds. Publishe…
[cited by applicant]
Correa, Elon et al. 2012. “Rapid reagentless quantification of alginate biosynthesis in Pseudomonas fluorescens bacteria mutants using FT-IR spectroscopy coupled to multivariate partial least squares regression.”
[cited by applicant]
Cozzolino, D., and C. Curtin. 2012. “The use of attenuated total reflectance as tool to monitor the time course of fermentation in wild ferments.”
[cited by applicant]
Craven, Stephen, Jessica Whelan, and Brian Glennon. 2014. “Glucose concentration control of a fed-batch mammalian cell bioprocess using a nonlinear model predictive controller.”
[cited by applicant]
Craven Stephen et al: “Glucose concentration control of a fed-batch mammalian cell bioprocess using a nonlinear model predictive controller”, Journal of Process Control, vol. 24, No. 4, Mar. 21, 2014, pp. 344-357.
[cited by applicant]
Cross-scale In Situ Raman Monitoring of a Cell Culture Bioprocess; Kaiser Optical Systems Inc. Application Note.
[cited by applicant]
Cross-Scale Predictive Modeling of CHO Cell Culture Growth and Metabolities Using Raman Spectroscopy and Multivariate Analysis; Berry et al.; Published in Biotechnology Progress.
[cited by applicant]
Cruz, H. J., C. M. Freitas, P. M. Alves, J. L. Moreira, and M. J. T. Carrondo. 2000. “Effects of ammonia and lactate on growth , metabolism , and productivity of BHK cells .”
[cited by applicant]
Dean, Jason, and Pranhitha Reddy. 2013. “Metabolic analysis of antibody producing CHO cells in fed-batch production.”
[cited by applicant]
Devos, Olivier, and Ludovic Duponchel. 2011. “Parallel genetic algorithm co-optimization of spectral pre-processing and wavelength selection for PLS regression.”
[cited by applicant]
Ecker, Dawn M., Susan Dana Jones, and Howard L. Levine. 2015. “The therapeutic monoclonal antibody market.”
[cited by applicant]
Eigenvector Research Inc. 2011. “Advanced Spectral Preprocessing: Sample Normnalization.” Eigenvector University. Retrieved Jan. 23, 2017 http:/wiki.eigenvector.com/index.php?title=Advanced_Preprocessing:_Sample_Normali…
[cited by applicant]
Eigenvector Research Inc. 2012. “T-Squared Q residuals and Contributions.” Retrieved Aug. 18, 2014 http://wiki.eigenvector.com/index.php?title=TSquared_Q_residuals_and_Contributions.
[cited by applicant]
Eigenvector Research Inc. 2013a. “Advanced Preprocessing: Noise, Offset, and Baseline Filtering.” Retrieved Jan. 23, 2017 http://wiki.eigenvector.com/index.php?title=Advanced_Preprocessing:_Noise,_Offset,_and_Baseline_F…
[cited by applicant]
Eigenvector Research Inc. 2013b. “Cross-Validation.” Retrieved Aug. 4, 2014 http://wiki.eigenvector.com/index.php?title=Using_Cross-Validation.
[cited by applicant]
Eigenvector Research Inc. 2013c. “SRatio.” Retrieved Aug. 7, 2014 http://wiki.eigenvector.com/index.php?title=Sratio.
[cited by applicant]
Eigenvector Research Inc. 2014a. “Clustering and Classification.” in
[cited by applicant]
Eigenvector Research Inc. 2014b. “Vip.” Retrieved Aug. 7, 2014 http://wiki.eigenvector.com/index.php?title=Vip.
[cited by applicant]
Elvin, John G., Ruairidh G. Couston, and Christopher F. van der Walle. 2013. “Therapeutic antibodies: market considerations, disease targets and bioprocessing.”
[cited by applicant]
Eriksson, L. et al. 2006. “PCA.” pp. 39-62 in
[cited by applicant]
Esquerre, C., a. a. Gowen, J. Burger, G. Downey, and C. P. O'Donnell. 2012. “Suppressing sample morphology effects in near infrared spectral imaging using chemometric data pre-treatments.”
[cited by applicant]
European Medicines Agency. 2011.
[cited by applicant]
Ewanick, Shannon M., Wesley J. Thompson, Brian J. Marquardt, and Renata Bura. 2013. “Real-time understanding of lignocellulosic bioethanol fermentation by Raman spectroscopy.”
[cited by applicant]
Faassen, Saskia M., and Bernd Hitzmann. 2015. “Fluorescence spectroscopy and chemometric modeling for bioprocess monitoring.”
[cited by applicant]
FDA. 2004.
[cited by applicant]
Ferré, Joan, and Nicolaas (Klaas) M. Faber. 2003. “Net analyte signal calculation for multivariate calibration.”
[cited by applicant]
Franco, Vanina G., Juan C. Perin, Victor E. Mantovani, and Héctor C. Goicoechea. 2006. “Monitoring substrate and products in a bioprocess with FTIR spectroscopy coupled to artificial neural networks enhanced with a gene…
[cited by applicant]
Geladi, Paul. 2002. “Some recent trends in the calibration literature.” 60:211-24.
[cited by applicant]
Geladi, Paul, and Bruce R. Kowalski. 1986. “Partial least-squares regression: a tutorial.”
[cited by applicant]
Generic Raman-Based Calibration Models Enabling Real-Time Monitoring of Cell Culture Bioreactors; Mehdizadeh et al.; Pfizer . Published in Biotechnology Progress.
[cited by applicant]
Gronemeyer, Petra, Reinhard Ditz, and Jochen Strube. 2014. “Trends in Upstream and Downstream Process Development for Antibody Manufacturing.” Bioengineering 1(4):188-212. Retrieved Oct. 5, 2016 http://www.mdpi.com/2306…
[cited by applicant]
Hakemeyer, Christian et al. 2012. “At-line NIR spectroscopy as effective PAT monitoring technique in Mab cultivations during process development and manufacturing.”
[cited by applicant]
Hasuer, Hansjorg, and Roland Wagner. 2015. “Introduction.” pp. 1-10 in
[cited by applicant]
Hisiger, Steve, and Mario Jolicoeur. 2005. “A multiwavelength fluorescence probe: is one probe capable for on-line monitoring of recombinant protein production and biomass activity?”
[cited by applicant]
Hofkens, J., and J. Enderlein. 2011. “Basic Principles of Fluorescence Spectroscopy.” pp. 1-30 in
[cited by applicant]
How to Develop and Implement Raman Glucose Control for Biomanufacturing Mammalian Cell Culture Processes; Smellko, 1Biogen, Inc. Presented at SCIX2017.
[cited by applicant]
Huang, Jun, Saly Romero-Torres, and Mojgan Moshgbar. 2010. “Practical Considerations in Data Pre-treatment for NIR and Raman Spectroscopy.”
[cited by applicant]
Lan R. Lewis, Howell Edwards. 2001. “Raman Spectroscopy and its Adaptation to the Industrial Environment.” p. 93 in
[cited by applicant]
ICH Harmonised Tripartite Guideline. 2005. “Validation of analytical procedures: text and methodology (Q2) R1.”
[cited by applicant]
ICH Harmonised Tripartite Guideline. 2009. “Guidance for Industry: Q8(R2) Pharmaceutical Development.” 8 (November).
[cited by applicant]
Jain, Garima, Guhan Jayaraman, Öznur Kokpinar, Ursula Rinas, and Bernd Hitzmann. 2011. “On-line monitoring of recombinant bacterial cultures using multi-wavelength fluorescence spectroscopy.”
[cited by applicant]
Janakiraman, Vijay, Chris Kwiatkowski, Rashmi Kshirsagar, Thomas Ryll, and Yao-Ming Huang. 2015. “Application of high-throughput mini-bioreactor system for systematic scale-down modeling, process characterization, and c…
[cited by applicant]
Jayapal, Karthik P., Katie F. Wlaschin, Wei-Shou Hu, and Miranda G. S. Yap. 2007. “Recombinant Protein Therapeutics from CHO Cells—20 Years and Counting.”
[cited by applicant]
Jenkins, Nigel, Lisa Murphy, and Ray Tyther. 2008. “Post-translational modifications of recombinant proteins: significance for biopharmaceuticals.”
[cited by applicant]
Jessica Whelan et al: “In situ Raman spectroscopy for simultaneous monitoring of multiple process parameters in mammalian cell culture bioreactors”, Biotechnology Progress, vol. 28. No. 5, Jul. 20, 2012, pp. 1355-1362.
[cited by applicant]
Jørgensen, Anna. 2000. “C Lustering Excipient Near Infrared Spectra Using Different Chemometric Seminar summary.”
[cited by applicant]
Jose, Gledson E. et al. 2011. “Predicting Mab product yields from cultivation media components, using near-infrared and 2D-fluorescence spectroscopies.”
[cited by applicant]
Kantardjieff, Anne, and Weichang Zhou. 2014.
[cited by applicant]
King, David J. 1998. “Preparation, structure and function of monoclonal antibodies.” pp. 1-25 in
[cited by applicant]
L.Eriksson, E.Johansson, N. Kettaneh-Wold, J. Trygg, C. Wikstrom, S. Wold. 2006a. “Classifcation and Discimination.” pp. 171-194 in
[cited by applicant]
L.Eriksson, E.Johansson, N. Kettaneh-Wold, J. Trygg, C. Wikstrom, S. Wold. 2006b. “PLS.” pp. 63-101 in
[cited by applicant]
Lai, Tingfeng, Yuansheng Yang, and Say Kong Ng. 2013. “Advances in Mammalian cell line development technologies for recombinant protein production.”
[cited by applicant]
Lao, Mio-sam, and Derek Toth. 1997. “Effects of Ammonium and Lactate on Growth and Metabolism of a Recombinant Chinese Hamster Ovary Cell Culture.”
[cited by applicant]
Larkin, Peter. 2011a. “Basic Principles.” pp. 7-26 in
[cited by applicant]
Larkin, Peter. 2011b. “Instumentation and Sampling Methods.” pp. 27-54 in
[cited by applicant]
Lasch, Peter. 2012. “Spectral pre-processing for biomedical vibrational spectroscopy and microspectroscopic imaging.”
[cited by applicant]
Leader, Benjamin, Quentin J. Baca, and David E. Golan. 2008. “Protein therapeutics: a summary and pharmacological classification.”
[cited by applicant]
Lee, Hae Woo, Andrew Christie, Jin Xu, and Seongkyu Yoon. 2012. “Data fusion-based assessment of raw materials in mammalian cell culture.”
[cited by applicant]
Leys, Christophe, Christophe Ley, Olivier Klein, Philippe Bernard, and Laurent Licata. 2013. “Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median.”
[cited by applicant]
Li, Boyan et al. 2010. “Rapid Characterization and Quality Control of Complex Cell Culture Media Solutions Using Raman Spectroscopy and Chemometrics.” 107(2):290-301.
[cited by applicant]
Li, Boyan, Michael Shanahan, Amandine Calvet, Kirk J. Leister, and Alan G. Ryder. 2014. “Comprehensive, quantitative bioprocess productivity monitoring using fluorescence EEM spectroscopy and chemometrics.”
[cited by applicant]
Li, Feng, Natarajan Vijayasankaran, Amy (Yijuan) Shen, Robert Kiss, and Ashraf Amanullah. 2010. “Cell culture processes for monoclonal antibody production.”
[cited by applicant]
Li, Ying-Sing, and Jeffrey S. Church. 2014. “Raman spectroscopy in the analysis of food and pharmaceutical nanomaterials.”
[cited by applicant]
Lin, Mengshi, Barabara A. Rasco, Anna G. Cavinato, and Murad Al-Holy. 2009. “Infrared Spectroscopy—Near Infrared Spectrscopy and Mid-Infrared Spectroscopy.” pp. 119-141 in
[cited by applicant]
Lindemann, C., S. Marose, H. O. Nielsen, and T. Scheper. 1998. “Two-dimensional fluorescence spectroscopy for on-line bioprocess monitoring.”
[cited by applicant]
Liu, Hui F., Junfen Ma, Charles Winter, and Robert Bayer. 2010. “Recovery and purification process development for monoclonal antibody production.”
[cited by applicant]
Lonza. n.d. “Media and Feed—Overview of Process Platforms for GS.” Retrieved Mar. 7, 2016 http://www.lonza.com/custom-manufacturing/development-technologies/gs-geneexpression-system/additional-qs-kits-and-services/media…
[cited by applicant]
Louis, Kristine S., and Andre C. Siegel. 2011. “Chapter 2. Cell Viability Analysis Using Trypan Blue: Manual and Automated Methods.” pp. 7-12 in
[cited by applicant]
M.S. Dhanoa, S.J. Lister, R. Sanderson and R. J. Barnes. 1994. “The link between MSC and SNV transformations of NIR spectra.”
[cited by applicant]
Machin, Marianna, Lorenz Liesum, and Antonio Peinado. 2011. “The FDA 's PAT Initiative, past and present Using miRNA manipulation as an Supplement Implementation of Modelling Approaches in The QbD Framework : Examples F…
[cited by applicant]
Maggio, Rubén M. et al. 2009. “Monitoring of fatty acid composition in virgin olive oil by Fourier transformed infrared spectroscopy coupled with partial least squares.”
[cited by applicant]
Mammalian Cell Culture Monitoring Using in Situ Spectroscopy: Is Your Method Really Optimised ?; Andre et al.; Universite de Lille. Published in Biotechnology Progress.
[cited by applicant]
Massarini, Enrico et al. 2015. “Methodologies for assessment of limit of detection and limit of identification using surface-enhanced Raman spectroscopy.”
[cited by applicant]
Matthews, Thomas E et al. 2016. “Closed loop control of lactate concentration in mammalian cell culture by Raman spectroscopy leads to improved cell density, viability and biopharmaceutical protein production.”
[cited by applicant]
McCreery, Richard L. 2000.
[cited by applicant]
Mehdizadeh, Hamidreza et al. 2015. “Generic Raman-based calibration models enabling realtime monitoring of cell culture bioreactors.”
[cited by applicant]
Milligan, Michael, Nicholas Lewin-Koh, Daniel Coleman, Adeyma Arroyo, and Victor Saucedo. 2014. “Semisynthetic model calibration for monitoring glucose in mammalian cell culture with in situ near infrared spectroscopy.”
[cited by applicant]
Mobili, P., A. Londero, and G. De Antoni. 2010. “Multivariate analysis of Raman spectra applied to microbiology : Discrimination of microorganisms at the species level.”
[cited by applicant]
Montgomery, D. 2013a. “Introduction to Designed Experiments.” pp. 1-24 in
[cited by applicant]
Montgomery, D. 2013b. “Two-Level Factorial Designs.” pp. 233-292 in
[cited by applicant]
Montgomery, Douglas C. 2013. “Response Surface Methodology.” pp. 478-522 in
[cited by applicant]
Moretto, Justin, John Paul Smelko, Brandon Berry, Alex Doane, and Kelly Wiltberger. 2011. “Process Raman Spectroscopy for In-Line CHO Cell.” (April):9-13.
[cited by applicant]
Mortensen, Peter P., and Rasmus Bro. 2006. “Real-time monitoring and chemical profiling of a cultivation process.”
[cited by applicant]
Moses, Sarah, Matthew Manahan, Alexandre Ambrogelly, and Wai Lam W. Ling. 2012. “Assessment of AMBR as a model for high-throughput cell culture process development strategy.”
[cited by applicant]
Murphy, Kathleen R., Colin A. Stedmon, Daniel Graeber, and Rasmus Bro. 2013. “Fluorescence spectroscopy and multi-way techniques. PARAFAC.”
[cited by applicant]
Musmann, Carsten, Klaus Joeris, Sven Markert, Dorte Solle, and Thomas Scheper. 2016. “Spectroscopic methods and their applicability for high-throughput characterization of mammalian cell cultures in automated cell cultu…
[cited by applicant]
Nadler, Boaz, and Ronald R. Coifman. 2005. “Partial least squares, Beer's law and the net analyte signal: statistical modeling and analysis.”
[cited by applicant]
Nicolet Thermo Corporation. 2001. “Introduction to Fourier Transform Infrared Spectrometry.”
[cited by applicant]
Nienow, Alvin W. et al. 2013. “The physical characterisation of a microscale parallel bioreactor platform with an industrial CHO cell line expressing an IgG4.”
[cited by applicant]
NIST. 2013. “NIST/Sematech e-Handbook of Statistical Methods.” Measures of Scale. Retrieved Apr. 27, 2016 http://www.itl.nist.gov/div898/handbook/.
[cited by applicant]
NIST/Sematech. 2012. “Choosing an Experimental Design.”
[cited by applicant]
Nomikos, Paul, and John F. Macgregor. 1994. “Monitoring Batch Processes Using Multiway Principal Component Analysis.”
[cited by applicant]
De Noord, Onno E. 1994. “The influence of data preprocessing on the robustness and parsimony of multivariate calibration models.”
[cited by applicant]
Nova Biomedical Corporation. n.d. “BioProfile Automated Chemistry Analysers: For Cell Culture and Fermentation.” Retrieved Dec. 13, 1BC http://www.lhybride.info/media/files/NOVA-BioProfile.pdf.
[cited by applicant]
Ohadi, Kaveh, Hengameh Aghamohseni, Raymond L. Legge, and Hector M. Budman. 2014. “Fluorescence-based soft sensor for at situ monitoring of chinese hamster ovary cell cultures.”
[cited by applicant]
Olivieri, Alejandro C. et al. 2006. “Uncertainty estimation and figures of merit for multivariate calibration (IUPAC Technical Report).”
[cited by applicant]
Pacis, Efren, Marcella Yu, Jennifer Autsen, Robert Bayer, and Feng Li. 2011. “Effects of cell culture conditions on antibody N-linked glycosylation-what affects high mannose 5 glycoform.”
[cited by applicant]
Pandey, Shanta, and Charlotte Lyn Bright. 2008. “What Are Degrees of Freedom ?” Social Work Research 32(2).
[cited by applicant]
PCT/US2018/054524 International Search Report and Written Opinion dated Jan. 25, 2019.
[cited by applicant]
Pearson, K. 1901. “On lines and planes of closest fit to systems of points in space.”
[cited by applicant]
PerkinElmer. 2005. F T-I R S P E C T R O S C O P Y FT-IR
[cited by applicant]
Phillips, G. R., and J. M. Harris. 1990. “Polynomial Filters for Data Sets with Outlying or Missing Observations : Application to Charge-Coupled-Device-Detected Raman Spectra Contaminated by Cosmic Rays.”
[cited by applicant]
Photometrics. 2010.
[cited by applicant]
Pray, Leslie. 2008. “Recombinant DNA Technology and Transgenic Animals.”
[cited by applicant]
Quick Generation of Raman Spectroscopy Based In-Process Glucose Control to Influence Biopharmaceutical Protein Product Quality During Mammalian Cell Culture; Berry et al.; Biogen. Published in Biotechnology Progress.
[cited by applicant]
Raman-Based Nutrient Control in Bioprocessing Optimizes Viable Cell Density and Protein Glycation; Kaiser Optical Systems Inc. Application Note.
[cited by applicant]
Raman-Based Bioreactor Control: Building Sustainable Applications; Bobiak et al., 1Bristol Myers Squibb. Presented at SCIX2017.
[cited by applicant]
Rathore, A. S., R. Bhambure, and V. Ghare. 2010. “Process analytical technology (PAT) for biopharmaceutical products.”
[cited by applicant]
Rathore, Anurag S. 2014. “QbD/PAT for bioprocessing: moving from theory to implementation.”
[cited by applicant]
Rathore, Anurag S., and Gautam Kapoor. 2016. “Implementation of Quality by Design for processing of food products and biotherapeutics.”
[cited by applicant]
Rathore, Anurag S., Shachi Mittal, Mili Pathak, and Arushi Arora. 2014. “Guidance for performing multivariate data analysis of bioprocessing data.”
[cited by applicant]
Reitzer, Lawrence J., Burton M. Wice, and David Kennell. 1979. “Evidence That Glutamine, Not Sugar, Is the Major Energy Source of Cultured Hela Cells.”
[cited by applicant]
Ren, Min, and Mark a Arnold. 2007. “Comparison of multivariate calibration models for glucose, urea, and lactate from near-infrared and Raman spectra.”
[cited by applicant]
Riley, M. R. et al. 2001. “Simultaneous measurement of 19 components in serum-containing animal cell culture media by fourier transform near-infrared spectroscopy.”
[cited by applicant]
Rinnan, Åsmund, and Charlotte M. Andersen. 2005. “Handling of first-order Rayleigh scatter in PARAFAC modelling of fluorescence excitation-emission data.”
[cited by applicant]
Rinnan, Åsmund, Frans Van Den Berg, and Søren Balling Engelsen. 2009. “Review of the most common pre-processing techniques for near-infrared spectra.”
[cited by applicant]
Rinnan, Åsmund, Lars Nørgaard, and Frans Van Den Berg. 2009. “Data Pre-processing.” in
[cited by applicant]
Rita Costa, a, M. Elisa Rodrigues, Mariana Henriques, Joana Azeredo, and Rosário Oliveira. 2010. “Guidelines to cell engineering for monoclonal antibody production.”
[cited by applicant]
Rodgers, Kyla R., and Richard C. Chou. 2016. “Therapeutic monoclonal antibodies and derivatives: Historical perspectives and future directions.”
[cited by applicant]
Roychoudhury, Payal, Linda M. Harvey, and Brian McNeil. 2006. “The potential of mid infrared spectroscopy (MIRS) for real time bioprocess monitoring.”
[cited by applicant]
Roychoudhury, Payal, Ronan O'Kennedy, Brian McNeil, and Linda M. Harvey. 2007. “Multiplexing fibre optic near infrared (NIR) spectroscopy as an emerging technology to monitor industrial bioprocesses.”
[cited by applicant]
Royle, Kate E., loscani Jimenez del Val, and Cleo Kontoravdi. 2013. “Integration of models and experimentation to optimise the production of potential biotherapeutics.”
[cited by applicant]
Ryan, Paul W., Boyan Li, Michael Shanahan, Kirk J. Leister, and Alan G. Ryder. 2010. “Prediction of cell culture media performance using fluorescence spectroscopy.”
[cited by applicant]
Ryder, Alan G. et al. 2010. “A stainless steel multi-well plate (SS-MWP) for high-throughput Raman analysis of dilute solutions.”
[cited by applicant]
Sandor, M. et al. 2013. “Comparative study of non-invasive monitoring via infrared spectroscopy for mammalian cell cultivations.”
[cited by applicant]
Sathyanarayana, D. N. 2004.
[cited by applicant]
Schwab, Karen, Thomas Amann, Jakob Schmid, René Handrick, and Friedemann Hesse. 2016. “Exploring the Capabilities of Fluorometric Online Monitoring on CHO Cell Cultivations Producing a Monoclonal Antibody.”
[cited by applicant]
Sellick, Christopher a et al. 2010. “Rapid monitoring of recombinant antibody production by mammalian cell cultures using fourier transform infrared spectroscopy and chemometrics.”
[cited by applicant]
Shakirova, Laisana et al. 2013. “FT-IR spectroscopic investigation of bacterial cell envelopes from Zymomonas mobilis which have different surface hydrophobicities.”
[cited by applicant]
Shao, Jun. 1993. “Linear Model Selection by Cross-Validation Linear Model Selection by Cross-Validation.”
[cited by applicant]
Sheehan, David. 2000.
[cited by applicant]
Shukla, Abhinav a, and Uwe Gottschalk. 2013. “Single-use disposable technologies for biopharmaceutical manufacturing.”
[cited by applicant]
Shukla, Abhinav a, and Jörg Thömmes. 2010. “Recent advances in large-scale production of monoclonal antibodies and related proteins.”
[cited by applicant]
Silva, Maurício a M., Marcus H. Ferreira, Jez W. B. Braga, and Marcelo M. Sena. 2012. “Development and analytical validation of a multivariate calibration method for determination of amoxicillin in suspension formulatio…
[cited by applicant]
Singh, Gajendra P., Shireen Goh, Michelangelo Canzoneri, and Rajeev J. Ram. 2015. “Raman spectroscopy of complex defined media: biopharmaceutical applications.”
[cited by applicant]
Skibsted, E., C. Lindemann, C. Roca, and L. Olsson. 2001. “On-line bioprocess monitoring with a multi-wavelength fluorescence sensor using multivariate calibration.”
[cited by applicant]
Smelko, John Paul, Thomas Ryll, and Dethardt Muller. 2015. “Concepts and Technologies for Advanced Process Monitoring and Control.” pp. 523-570 in
[cited by applicant]
Smilde, A., R. Bro, and p. Geladi. 2004. “Split-Half Analysis.” pp. 164-166 in
[cited by applicant]
Smith, Brian C. 1996. “How an FTIR Works.” pp. 15-27 in
[cited by applicant]
Smith, E., and G. Dent. 2004a.
[cited by applicant]
Smith, E., and G. Dent. 2004b. “The theory of Raman Spectroscopy.” pp. 71-92 in
[cited by applicant]
Smith, Ewen, and G. Dent. 2004a. “The Raman Experiment—Raman Instrumentation, Sample Presetations, Data Handling and Practical Aspects of Interpretation.” pp. 23-61 in
[cited by applicant]
Smith, Ewen, and Geoffrey Dent. 2004b. “2.4 NIR Excitation.” pp. 30-31 in
[cited by applicant]
Smith, Lindsay I. 2002. “A tutorial on Principal Components Analysis Introduction.”
[cited by applicant]
Smith, Wendell F. 2005. “Some Design Considerations.” pp. 45-46 in
[cited by applicant]
Sperry, W. H. Nelson and J. F. 1991.
[cited by applicant]
Stat-Ease Inc. 2008. “FDS—A Power Tool for Designers of Optimization Experiments.” (September):1-4.
[cited by applicant]
Stat-Ease Inc. 2016. “Multifactor RSM Tutorial.” pp. 1-56 in
[cited by applicant]
Stryjewska, Agnieszka, Katarzyna Kiepura, Tadeusz Librowski, and Stanislaw Lochyñski. 2013. “Biotechnology and genetic engineering in the new drug development.”
[cited by applicant]
Student. 1908. “The Probable Error of a Mean.pdf.”
[cited by applicant]
Subramanian, Anand, and Luis Rodriguez-saona. 2009. “Fourier-Transform Infrared Spectroscopy.” pp. 145-174 in
[cited by applicant]
Swiech, Kamilla, Virginia Picanco-Castro, and Dimas Tadeu Covas. 2012. “Human cells: new platform for recombinant therapeutic protein production.”
[cited by applicant]
Swierenga, H., A. P. de Weijer, R. J. van Wijk, and L. M. C. Buydens. 1999. “Strategy for constructing robust multivariate calibration models.”
[cited by applicant]
Tayi, Venkata, and Michael Butler. 2015a. “5.1. Physiology and Metabolism of Animal Cells for Production.” pp. 301-318 in
[cited by applicant]
Tayi, Venkata, and Michael Butler. 2015b. “Basic Aspect of Animal Cell Cultivation.” pp. 301-325 in
[cited by applicant]
Teixeira, a P., R. Oliveira, P. M. Alves, and M. J. T. Carrondo. 2009. “Advances in on-line monitoring and control of mammalian cell cultures: Supporting the PAT initiative.”
[cited by applicant]
Teixeira, Ana P. et al. 2009. “In situ 2D fluorometry and chemometric monitoring of mammalian cell cultures.”
[cited by applicant]
The Pennsylvania State University. 2016. “STAT 501 Regression Methods.” 2.6 The Analysis of Variance (ANOVA) table and the. Retrieved https://onlinecourses.science.psu.edu/stat501/node/266.
[cited by applicant]
Thygesen, Lisbeth Garbrecht, Åsmund Rinnan, Søren Barsberg, and Jens K. S. Møller. 2004. “Stabilizing the PARAFAC decomposition of fluorescence spectra by insertion of zeros outside the data area.”
[cited by applicant]
Thomas E. Matthews et al; “Closed loop control of lactate concentration in mammalian cell culture by Raman spectroscopy leads to improved cell density, viability, and biopharmaceutical protein production”, Biotechnology…
[cited by applicant]
Ulber, Roland, Jan-Gerd Frerichs, and Sascha Beutel. 2003. “Optical sensor systems for bioprocess monitoring.”
[cited by applicant]
Ündey, Cenk, Sinem Ertunç, Thomas Mistretta, and Manuj Pathak. 2010. “Applied Advanced Process Analytics in Biopharmaceutical Manufacturing : Challenges and Prospects in Real-time Monitoring and Control.” Journal of Pro…
[cited by applicant]
Velioglu, Serap Durakli et al. 2016. “Raman Spectroscopic Barcode Use for Differentiation of Vegetable Oils and Determination of Their Major Fatty Acid Composition.”
[cited by applicant]
Venkateswarlu, P., H. D. Bist, and Y. S. Jain. 1975. “Laser excited Raman spectrum of ammonium sulfate single crystal.”
[cited by applicant]
Verboven, Sabine, Mia Hubert, and Peter Goos. 2012. “Robust preprocessing and model selection for spectral data.”
[cited by applicant]
Victoria Brewster, Roger Jarvis, Royston Goodacre. 2009. “Raman Spectroscopic Techniques for Biotechnology and Bioprocessing.”
[cited by applicant]
Victoria L. Brewster, Lorna Ashton, and Royston Goodacre. 2011. “Monitoring the Glycosylation Status of Proteins Using Raman Spectroscopy.”
[cited by applicant]
Wang, Yu-Chieh, Suzanne E. Peterson, and Jeanne F. Loring. 2014. “Protein posttranslational modifications and regulation of pluripotency in human stem cells.”
[cited by applicant]
Wei E. Huang, Robert I. Griffiths, Ian P. Thompson, Mark J. Bailey and Andrew S. Whiteley. 2004. “Raman Microscopic Analysis of Single microbial Cells.”
[cited by applicant]
Whelan, Jessica, Stephen Craven, and Brian Glennon. 2012. “In situ Raman spectroscopy for simultaneous monitoring of multiple process parameters in mammalian cell culture 245 bioreactors.”
[cited by applicant]
Whitcomb, Patrick J., and Kinley Lamtz. 1992. “The role of pure error on normal probability plots.”
[cited by applicant]
Winder, Catherine L. et al. 2011. “Metabolic fingerprinting as a tool to monitor whole-cell biotransformations.”
[cited by applicant]
Wold, Svante. 1992. “Nonlinear partial least squares modelling II. Spline inner relation.” Chemometrics and Intelligent Laboratory Systems 14(1-3):71-84. Retrieved http://linkinghub.elsevier.com/retrieve/pii/01697439928…
[cited by applicant]
Wold, Svante. 1995. “Chemometrics; what do we mean with it, and what do we want from it?”
[cited by applicant]
Wold, Svante, Kim Esbensen, and Paul Geladi. 1987. “Principal component analysis.”
[cited by applicant]
Wold, Svante, and Johan Trygg. 2004. “The PLS method—partial least squares projections to latent structures—and its applications in industrial RDP ( research , development , and production ).” 1(June): 1-44.
[cited by applicant]
Wolf, G. et al. 2001. “Two-dimensional fluorometry coupled with artificial neural networks: a novel method for on-line monitoring of complex biological processes.”
[cited by applicant]
Xiaobo, Zou, Zhao Jiewen, Malcolm J. W. Povey, Mel Holmes, and Mao Hanpin. 2010. “Variables selection methods in near-infrared spectroscopy.”
[cited by applicant]
Xu, Lu et al. 2008. “Ensemble preprocessing of near-infrared (NIR) spectra for multivariate calibration.”
[cited by applicant]
Yoon, Sung Kwan, Sang Lim Choi, Ji Yong Song, and Gyun Min Lee. 2005. “Effect of culture pH on erythropoietin production by Chinese hamster ovary cells grown in suspension at 32.5 and 37.0° C.”
[cited by applicant]
Yoon, Sung Kwan, Sun Ok Hwang, and Gyun Min Lee. 2004. “Enhancing Effect of Low Culture Temperature on Specific Antibody Productivity of Recombinant Chinese Hamster Ovary Cells : Clonal Variation.”
[cited by applicant]
Zanghi, James A., Albert E. Schmelzer, Thomas P. Mendoza, Richard H. Knop, and William M. Miller. 1999. “Bicarbonate Concentration and Osmolality Are Key Determinants in the Inhibition of CHO Cell Polysialylation Under …
[cited by applicant]
Zhu, Marie M. et al. 2005. “Effects of Elevated pCO 2 and Osmolality on Growth of CHO Cells and Production of Antibody-Fusion Protein B1 : A Case Study.” 6-9.
[cited by applicant]
Zhu et al. “Industrial Production of Therapeutic Proteins: Cell Lines, Cell Culture, and Purification,” Springer International Publishing AG 2017, Handbook of Industrial Chemistry and Biotechnology, pp. 1639-1669.
[cited by applicant]