19F Dark-State Exchange Saturation Transfer NMR Reveals Reversible Formation of Protein-Specific Large Clusters in High-Concentration Protein Mixtures
Proteins frequently exist as high-concentration mixtures, both in biological environments and increasingly in biopharmaceutical co-formulations. Such crowded conditions promote protein–protein interactions, potentially leading to formation of protein clusters, aggregation, and phase separation. Char...
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Veröffentlicht in: | Analytical chemistry (Washington) 2019-04, Vol.91 (7), p.4702-4708 |
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creator | Edwards, John M Bramham, Jack E Podmore, Adrian Bishop, Steven M van der Walle, Christopher F Golovanov, Alexander P |
description | Proteins frequently exist as high-concentration mixtures, both in biological environments and increasingly in biopharmaceutical co-formulations. Such crowded conditions promote protein–protein interactions, potentially leading to formation of protein clusters, aggregation, and phase separation. Characterizing these interactions and processes in situ in high-concentration mixtures is challenging due to the complexity and heterogeneity of such systems. Here we demonstrate the application of the dark-state exchange saturation transfer (DEST) NMR technique to a mixture of two differentially 19F-labeled 145 kDa monoclonal antibodies (mAbs) to assess reversible temperature-dependent formation of small and large protein-specific clusters at concentrations up to 400 mg/mL. 19F DEST allowed quantitative protein-specific characterization of the cluster populations and sizes for both mAbs in the mixture under a range of conditions. Additives such as arginine glutamate and NaCl also had protein-specific effects on the dark-state populations and cluster characteristics. Notably, both mAbs appear to largely exist as separate self-associated clusters, which mechanistically respond differently to changes in solution conditions. We show that for mixtures of differentially 19F-labeled proteins DEST NMR can characterize clustering in a protein-specific manner, offering unique tracking of clustering pathways and a means to understand and control them. |
doi_str_mv | 10.1021/acs.analchem.9b00143 |
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Such crowded conditions promote protein–protein interactions, potentially leading to formation of protein clusters, aggregation, and phase separation. Characterizing these interactions and processes in situ in high-concentration mixtures is challenging due to the complexity and heterogeneity of such systems. Here we demonstrate the application of the dark-state exchange saturation transfer (DEST) NMR technique to a mixture of two differentially 19F-labeled 145 kDa monoclonal antibodies (mAbs) to assess reversible temperature-dependent formation of small and large protein-specific clusters at concentrations up to 400 mg/mL. 19F DEST allowed quantitative protein-specific characterization of the cluster populations and sizes for both mAbs in the mixture under a range of conditions. Additives such as arginine glutamate and NaCl also had protein-specific effects on the dark-state populations and cluster characteristics. Notably, both mAbs appear to largely exist as separate self-associated clusters, which mechanistically respond differently to changes in solution conditions. We show that for mixtures of differentially 19F-labeled proteins DEST NMR can characterize clustering in a protein-specific manner, offering unique tracking of clustering pathways and a means to understand and control them.</description><identifier>ISSN: 0003-2700</identifier><identifier>EISSN: 1520-6882</identifier><identifier>DOI: 10.1021/acs.analchem.9b00143</identifier><identifier>PMID: 30801173</identifier><language>eng</language><publisher>Washington: American Chemical Society</publisher><subject>Additives ; Analytical chemistry ; Arginine ; Biopharmaceuticals ; Chemistry ; Clustering ; Exchanging ; Formulations ; Heterogeneity ; Monoclonal antibodies ; NMR ; Nuclear magnetic resonance ; Phase separation ; Populations ; Protein interaction ; Proteins ; Saturation ; Sodium chloride ; Temperature dependence</subject><ispartof>Analytical chemistry (Washington), 2019-04, Vol.91 (7), p.4702-4708</ispartof><rights>Copyright American Chemical Society Apr 2, 2019</rights><rights>Copyright © 2019 American Chemical Society 2019 American Chemical Society</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-8592-3984 ; 0000-0002-1561-1213</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.analchem.9b00143$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.analchem.9b00143$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>230,314,780,784,885,27076,27924,27925,56738,56788</link.rule.ids></links><search><creatorcontrib>Edwards, John M</creatorcontrib><creatorcontrib>Bramham, Jack E</creatorcontrib><creatorcontrib>Podmore, Adrian</creatorcontrib><creatorcontrib>Bishop, Steven M</creatorcontrib><creatorcontrib>van der Walle, Christopher F</creatorcontrib><creatorcontrib>Golovanov, Alexander P</creatorcontrib><title>19F Dark-State Exchange Saturation Transfer NMR Reveals Reversible Formation of Protein-Specific Large Clusters in High-Concentration Protein Mixtures</title><title>Analytical chemistry (Washington)</title><addtitle>Anal. Chem</addtitle><description>Proteins frequently exist as high-concentration mixtures, both in biological environments and increasingly in biopharmaceutical co-formulations. Such crowded conditions promote protein–protein interactions, potentially leading to formation of protein clusters, aggregation, and phase separation. Characterizing these interactions and processes in situ in high-concentration mixtures is challenging due to the complexity and heterogeneity of such systems. Here we demonstrate the application of the dark-state exchange saturation transfer (DEST) NMR technique to a mixture of two differentially 19F-labeled 145 kDa monoclonal antibodies (mAbs) to assess reversible temperature-dependent formation of small and large protein-specific clusters at concentrations up to 400 mg/mL. 19F DEST allowed quantitative protein-specific characterization of the cluster populations and sizes for both mAbs in the mixture under a range of conditions. Additives such as arginine glutamate and NaCl also had protein-specific effects on the dark-state populations and cluster characteristics. Notably, both mAbs appear to largely exist as separate self-associated clusters, which mechanistically respond differently to changes in solution conditions. We show that for mixtures of differentially 19F-labeled proteins DEST NMR can characterize clustering in a protein-specific manner, offering unique tracking of clustering pathways and a means to understand and control them.</description><subject>Additives</subject><subject>Analytical chemistry</subject><subject>Arginine</subject><subject>Biopharmaceuticals</subject><subject>Chemistry</subject><subject>Clustering</subject><subject>Exchanging</subject><subject>Formulations</subject><subject>Heterogeneity</subject><subject>Monoclonal antibodies</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Phase separation</subject><subject>Populations</subject><subject>Protein interaction</subject><subject>Proteins</subject><subject>Saturation</subject><subject>Sodium chloride</subject><subject>Temperature dependence</subject><issn>0003-2700</issn><issn>1520-6882</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNpdkcFuEzEQhi0EomnhDThY4sJlg71ex-sLEgoNRUoBNeVszTqzicuuHezdqrxInxeHLEJwmtH4m_8f6yfkFWdzzkr-Fmyag4fO7rGf64YxXoknZMZlyYpFXZdPyYwxJopSMXZGzlO6ywhnfPGcnAlW516JGXnkekU_QPxebAYYkF4-2D34HdINDGOEwQVPbyP41GKkn69v6A3eI3Tpd43JNR3SVYj9iQwt_RrDgM4XmwNa1zpL1xCz3LIb05AXqPP0yu32xTJ4i36YLKYteu0esi2mF-RZm13w5VQvyLfV5e3yqlh_-fhp-X5dQFnlv2mrcctAK1BK2RYUFwobWTXbFnUFcsFbyRstwYKsUSMH3iIq2wBnqMRWXJB3J93D2PS4PV3UmUN0PcSfJoAz_754tze7cG8WlS615FngzSQQw48R02B6lyx2HXgMYzIlr2WtZC1FRl__h96FMeYEM5UxwYVWR0F2onK-fwHOzDF0cxz-Cd1MoYtfFfulCw</recordid><startdate>20190402</startdate><enddate>20190402</enddate><creator>Edwards, John M</creator><creator>Bramham, Jack E</creator><creator>Podmore, Adrian</creator><creator>Bishop, Steven M</creator><creator>van der Walle, Christopher F</creator><creator>Golovanov, Alexander P</creator><general>American Chemical Society</general><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7TM</scope><scope>7U5</scope><scope>7U7</scope><scope>7U9</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>H94</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-8592-3984</orcidid><orcidid>https://orcid.org/0000-0002-1561-1213</orcidid></search><sort><creationdate>20190402</creationdate><title>19F Dark-State Exchange Saturation Transfer NMR Reveals Reversible Formation of Protein-Specific Large Clusters in High-Concentration Protein Mixtures</title><author>Edwards, John M ; Bramham, Jack E ; Podmore, Adrian ; Bishop, Steven M ; van der Walle, Christopher F ; Golovanov, Alexander P</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a2403-9c9ed0a97a777cfa7137eb54bdfe94a561f51b95aca58e9e1a1fee7cba10e73d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Additives</topic><topic>Analytical chemistry</topic><topic>Arginine</topic><topic>Biopharmaceuticals</topic><topic>Chemistry</topic><topic>Clustering</topic><topic>Exchanging</topic><topic>Formulations</topic><topic>Heterogeneity</topic><topic>Monoclonal antibodies</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Phase separation</topic><topic>Populations</topic><topic>Protein interaction</topic><topic>Proteins</topic><topic>Saturation</topic><topic>Sodium chloride</topic><topic>Temperature dependence</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Edwards, John M</creatorcontrib><creatorcontrib>Bramham, Jack E</creatorcontrib><creatorcontrib>Podmore, Adrian</creatorcontrib><creatorcontrib>Bishop, Steven M</creatorcontrib><creatorcontrib>van der Walle, Christopher F</creatorcontrib><creatorcontrib>Golovanov, Alexander P</creatorcontrib><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Analytical chemistry (Washington)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Edwards, John M</au><au>Bramham, Jack E</au><au>Podmore, Adrian</au><au>Bishop, Steven M</au><au>van der Walle, Christopher F</au><au>Golovanov, Alexander P</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>19F Dark-State Exchange Saturation Transfer NMR Reveals Reversible Formation of Protein-Specific Large Clusters in High-Concentration Protein Mixtures</atitle><jtitle>Analytical chemistry (Washington)</jtitle><addtitle>Anal. Chem</addtitle><date>2019-04-02</date><risdate>2019</risdate><volume>91</volume><issue>7</issue><spage>4702</spage><epage>4708</epage><pages>4702-4708</pages><issn>0003-2700</issn><eissn>1520-6882</eissn><abstract>Proteins frequently exist as high-concentration mixtures, both in biological environments and increasingly in biopharmaceutical co-formulations. Such crowded conditions promote protein–protein interactions, potentially leading to formation of protein clusters, aggregation, and phase separation. Characterizing these interactions and processes in situ in high-concentration mixtures is challenging due to the complexity and heterogeneity of such systems. Here we demonstrate the application of the dark-state exchange saturation transfer (DEST) NMR technique to a mixture of two differentially 19F-labeled 145 kDa monoclonal antibodies (mAbs) to assess reversible temperature-dependent formation of small and large protein-specific clusters at concentrations up to 400 mg/mL. 19F DEST allowed quantitative protein-specific characterization of the cluster populations and sizes for both mAbs in the mixture under a range of conditions. Additives such as arginine glutamate and NaCl also had protein-specific effects on the dark-state populations and cluster characteristics. Notably, both mAbs appear to largely exist as separate self-associated clusters, which mechanistically respond differently to changes in solution conditions. 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subjects | Additives Analytical chemistry Arginine Biopharmaceuticals Chemistry Clustering Exchanging Formulations Heterogeneity Monoclonal antibodies NMR Nuclear magnetic resonance Phase separation Populations Protein interaction Proteins Saturation Sodium chloride Temperature dependence |
title | 19F Dark-State Exchange Saturation Transfer NMR Reveals Reversible Formation of Protein-Specific Large Clusters in High-Concentration Protein Mixtures |
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