Glucose monitoring and adaptive feeding of mammalian cell culture in the presence of strong autofluorescence by near infrared Raman spectroscopy
Raman spectroscopy offers an attractive platform for real‐time monitoring and control of metabolites and feeds in cell culture processes, including mammalian cell culture for biopharmaceutical production. However, specific cell culture processes may generate substantial concentrations of chemical sp...
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Veröffentlicht in: | Biotechnology progress 2018-11, Vol.34 (6), p.1574-1580 |
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description | Raman spectroscopy offers an attractive platform for real‐time monitoring and control of metabolites and feeds in cell culture processes, including mammalian cell culture for biopharmaceutical production. However, specific cell culture processes may generate substantial concentrations of chemical species and byproducts with high levels of autofluorescence when excited with the standard 785 nm wavelength. Shifting excitation further toward the near‐infrared allows reduction or elimination of process autofluorescence. We demonstrate such a reduction in a highly autofluorescent mammalian cell culture process. Using the Kaiser RXN2–1000 platform, which utilizes excitation at 993 nm, we developed multivariate glucose models in a cell culture process which was previously impossible using 785 nm excitation. Additionally, the glucose level in the production bioreactor was controlled entirely by Raman adaptive feeding, allowing for maintenance of glucose levels at an arbitrary set point for the duration of the culture. © 2018 American Institute of Chemical Engineers Biotechnol. Prog., 34:1574–1580, 2018 |
doi_str_mv | 10.1002/btpr.2711 |
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However, specific cell culture processes may generate substantial concentrations of chemical species and byproducts with high levels of autofluorescence when excited with the standard 785 nm wavelength. Shifting excitation further toward the near‐infrared allows reduction or elimination of process autofluorescence. We demonstrate such a reduction in a highly autofluorescent mammalian cell culture process. Using the Kaiser RXN2–1000 platform, which utilizes excitation at 993 nm, we developed multivariate glucose models in a cell culture process which was previously impossible using 785 nm excitation. Additionally, the glucose level in the production bioreactor was controlled entirely by Raman adaptive feeding, allowing for maintenance of glucose levels at an arbitrary set point for the duration of the culture. © 2018 American Institute of Chemical Engineers Biotechnol. Prog., 34:1574–1580, 2018</description><identifier>ISSN: 8756-7938</identifier><identifier>EISSN: 1520-6033</identifier><identifier>DOI: 10.1002/btpr.2711</identifier><identifier>PMID: 30281947</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Biopharmaceuticals ; Bioreactors ; Byproducts ; Cell culture ; Chemical speciation ; Excitation ; Feeding ; Glucose ; Glucose monitoring ; mammalian cell culture ; Mammals ; Metabolites ; Monitoring ; Near infrared radiation ; near‐infrared Raman ; Organic chemistry ; PAT ; process analytical technology ; Raman ; Raman spectroscopy ; Reduction ; Spectroscopy ; Spectrum analysis</subject><ispartof>Biotechnology progress, 2018-11, Vol.34 (6), p.1574-1580</ispartof><rights>2018 American Institute of Chemical Engineers</rights><rights>2018 American Institute of Chemical Engineers.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3901-4262eec5763e9387175ce4b0c5070cee17ecc525462f69ffa706e31d98160ba93</citedby><cites>FETCH-LOGICAL-c3901-4262eec5763e9387175ce4b0c5070cee17ecc525462f69ffa706e31d98160ba93</cites><orcidid>0000-0001-7346-9633 ; 0000-0002-2355-3850</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fbtpr.2711$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fbtpr.2711$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>315,781,785,1418,27926,27927,45576,45577</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30281947$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Matthews, Thomas E.</creatorcontrib><creatorcontrib>Smelko, John P.</creatorcontrib><creatorcontrib>Berry, Brandon</creatorcontrib><creatorcontrib>Romero‐Torres, Saly</creatorcontrib><creatorcontrib>Hill, Dan</creatorcontrib><creatorcontrib>Kshirsagar, Rashmi</creatorcontrib><creatorcontrib>Wiltberger, Kelly</creatorcontrib><title>Glucose monitoring and adaptive feeding of mammalian cell culture in the presence of strong autofluorescence by near infrared Raman spectroscopy</title><title>Biotechnology progress</title><addtitle>Biotechnol Prog</addtitle><description>Raman spectroscopy offers an attractive platform for real‐time monitoring and control of metabolites and feeds in cell culture processes, including mammalian cell culture for biopharmaceutical production. However, specific cell culture processes may generate substantial concentrations of chemical species and byproducts with high levels of autofluorescence when excited with the standard 785 nm wavelength. Shifting excitation further toward the near‐infrared allows reduction or elimination of process autofluorescence. We demonstrate such a reduction in a highly autofluorescent mammalian cell culture process. Using the Kaiser RXN2–1000 platform, which utilizes excitation at 993 nm, we developed multivariate glucose models in a cell culture process which was previously impossible using 785 nm excitation. Additionally, the glucose level in the production bioreactor was controlled entirely by Raman adaptive feeding, allowing for maintenance of glucose levels at an arbitrary set point for the duration of the culture. © 2018 American Institute of Chemical Engineers Biotechnol. Prog., 34:1574–1580, 2018</description><subject>Biopharmaceuticals</subject><subject>Bioreactors</subject><subject>Byproducts</subject><subject>Cell culture</subject><subject>Chemical speciation</subject><subject>Excitation</subject><subject>Feeding</subject><subject>Glucose</subject><subject>Glucose monitoring</subject><subject>mammalian cell culture</subject><subject>Mammals</subject><subject>Metabolites</subject><subject>Monitoring</subject><subject>Near infrared radiation</subject><subject>near‐infrared Raman</subject><subject>Organic chemistry</subject><subject>PAT</subject><subject>process analytical technology</subject><subject>Raman</subject><subject>Raman spectroscopy</subject><subject>Reduction</subject><subject>Spectroscopy</subject><subject>Spectrum analysis</subject><issn>8756-7938</issn><issn>1520-6033</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kcFu1TAQRS0Eoq8PFvxAZYkNXaQdO7GdLKFqC1IlUFXWkeOMaarEDnYMen_RT8bpa7uoxMqS58yxry4hHxicMAB-2i1zOOGKsVdkwwSHQkJZviabWglZqKasD8hhjHcAUIPkb8lBCbxmTaU25P5yTMZHpJN3w-LD4H5R7Xqqez0vwx-kFrFfL72lk54mPQ7aUYPjSE0alxSQDo4ut0jngBGdwZWMS_CrKC3ejsnniXkYdTvqUIe8YoMO2NNrPWVdnNHkjWj8vHtH3lg9Rnz_eG7Jz4vzm7OvxdX3y29nn68KUzbAiopLjmiEkiXmgIopYbDqwAhQYBCZQmMEF5XkVjbWagUSS9Y3NZPQ6abckk977xz874Rxaachrrm0Q59iyxmTjEvID2zJxxfonU_B5d9lSlQic7BSx3vK5CQxoG3nMEw67FoG7VpTu9bUrjVl9ujRmLoJ-2fyqZcMnO6Bv8OIu_-b2i83P64flP8AvSaeww</recordid><startdate>201811</startdate><enddate>201811</enddate><creator>Matthews, Thomas E.</creator><creator>Smelko, John P.</creator><creator>Berry, Brandon</creator><creator>Romero‐Torres, Saly</creator><creator>Hill, Dan</creator><creator>Kshirsagar, Rashmi</creator><creator>Wiltberger, Kelly</creator><general>John Wiley & Sons, Inc</general><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7QO</scope><scope>7T7</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>M7N</scope><scope>P64</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-7346-9633</orcidid><orcidid>https://orcid.org/0000-0002-2355-3850</orcidid></search><sort><creationdate>201811</creationdate><title>Glucose monitoring and adaptive feeding of mammalian cell culture in the presence of strong autofluorescence by near infrared Raman spectroscopy</title><author>Matthews, Thomas E. ; Smelko, John P. ; Berry, Brandon ; Romero‐Torres, Saly ; Hill, Dan ; Kshirsagar, Rashmi ; Wiltberger, Kelly</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3901-4262eec5763e9387175ce4b0c5070cee17ecc525462f69ffa706e31d98160ba93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Biopharmaceuticals</topic><topic>Bioreactors</topic><topic>Byproducts</topic><topic>Cell culture</topic><topic>Chemical speciation</topic><topic>Excitation</topic><topic>Feeding</topic><topic>Glucose</topic><topic>Glucose monitoring</topic><topic>mammalian cell culture</topic><topic>Mammals</topic><topic>Metabolites</topic><topic>Monitoring</topic><topic>Near infrared radiation</topic><topic>near‐infrared Raman</topic><topic>Organic chemistry</topic><topic>PAT</topic><topic>process analytical technology</topic><topic>Raman</topic><topic>Raman spectroscopy</topic><topic>Reduction</topic><topic>Spectroscopy</topic><topic>Spectrum analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Matthews, Thomas E.</creatorcontrib><creatorcontrib>Smelko, John P.</creatorcontrib><creatorcontrib>Berry, Brandon</creatorcontrib><creatorcontrib>Romero‐Torres, Saly</creatorcontrib><creatorcontrib>Hill, Dan</creatorcontrib><creatorcontrib>Kshirsagar, Rashmi</creatorcontrib><creatorcontrib>Wiltberger, Kelly</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Biotechnology progress</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Matthews, Thomas E.</au><au>Smelko, John P.</au><au>Berry, Brandon</au><au>Romero‐Torres, Saly</au><au>Hill, Dan</au><au>Kshirsagar, Rashmi</au><au>Wiltberger, Kelly</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Glucose monitoring and adaptive feeding of mammalian cell culture in the presence of strong autofluorescence by near infrared Raman spectroscopy</atitle><jtitle>Biotechnology progress</jtitle><addtitle>Biotechnol Prog</addtitle><date>2018-11</date><risdate>2018</risdate><volume>34</volume><issue>6</issue><spage>1574</spage><epage>1580</epage><pages>1574-1580</pages><issn>8756-7938</issn><eissn>1520-6033</eissn><abstract>Raman spectroscopy offers an attractive platform for real‐time monitoring and control of metabolites and feeds in cell culture processes, including mammalian cell culture for biopharmaceutical production. However, specific cell culture processes may generate substantial concentrations of chemical species and byproducts with high levels of autofluorescence when excited with the standard 785 nm wavelength. Shifting excitation further toward the near‐infrared allows reduction or elimination of process autofluorescence. We demonstrate such a reduction in a highly autofluorescent mammalian cell culture process. Using the Kaiser RXN2–1000 platform, which utilizes excitation at 993 nm, we developed multivariate glucose models in a cell culture process which was previously impossible using 785 nm excitation. Additionally, the glucose level in the production bioreactor was controlled entirely by Raman adaptive feeding, allowing for maintenance of glucose levels at an arbitrary set point for the duration of the culture. © 2018 American Institute of Chemical Engineers Biotechnol. 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subjects | Biopharmaceuticals Bioreactors Byproducts Cell culture Chemical speciation Excitation Feeding Glucose Glucose monitoring mammalian cell culture Mammals Metabolites Monitoring Near infrared radiation near‐infrared Raman Organic chemistry PAT process analytical technology Raman Raman spectroscopy Reduction Spectroscopy Spectrum analysis |
title | Glucose monitoring and adaptive feeding of mammalian cell culture in the presence of strong autofluorescence by near infrared Raman spectroscopy |
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