Rapid quantification of protein–polyethylene glycol conjugates by multivariate evaluation of chromatographic data
► High throughput analytics approach for protein PEGamers successfully demonstrated. ► Low analysis time for SEC based quantification of protein PEGamers of 2min. ► Multivariate calibration compensates resolution sacrificed to gain analytical speed. Size exclusion chromatography (SEC) is often appli...
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Veröffentlicht in: | Journal of Chromatography A 2012-09, Vol.1257, p.41-47 |
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creator | Hansen, Sigrid K. Maiser, Benjamin Hubbuch, Jürgen |
description | ► High throughput analytics approach for protein PEGamers successfully demonstrated. ► Low analysis time for SEC based quantification of protein PEGamers of 2min. ► Multivariate calibration compensates resolution sacrificed to gain analytical speed.
Size exclusion chromatography (SEC) is often applied for characterization of protein–polyethylene glycol (PEG) conjugates regarding the number of attached PEG chains (PEGamers). SEC analysis is advantageous as it is precise, robust, and straightforward to establish. However, most SEC based assays have a maximal throughput of a few samples per hour. We present a strategy to increase analytical throughput based on combining a short column with a fast flow rate, and finally multivariate calibration in order to compensate for the resolution lost in the trade off for speed. Different multivariate approaches were compared and multilinear regression was shown to result in the most precise calibrations. Further, a dynamic calibration approach was developed in order to account for changes in column performance over time. In this way, it was possible to establish a highly precise assay for protein PEGamer quantification with a throughput of 30 samples per hour. |
doi_str_mv | 10.1016/j.chroma.2012.07.089 |
format | Article |
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Size exclusion chromatography (SEC) is often applied for characterization of protein–polyethylene glycol (PEG) conjugates regarding the number of attached PEG chains (PEGamers). SEC analysis is advantageous as it is precise, robust, and straightforward to establish. However, most SEC based assays have a maximal throughput of a few samples per hour. We present a strategy to increase analytical throughput based on combining a short column with a fast flow rate, and finally multivariate calibration in order to compensate for the resolution lost in the trade off for speed. Different multivariate approaches were compared and multilinear regression was shown to result in the most precise calibrations. Further, a dynamic calibration approach was developed in order to account for changes in column performance over time. In this way, it was possible to establish a highly precise assay for protein PEGamer quantification with a throughput of 30 samples per hour.</description><identifier>ISSN: 0021-9673</identifier><identifier>EISSN: 1873-3778</identifier><identifier>DOI: 10.1016/j.chroma.2012.07.089</identifier><identifier>PMID: 22920306</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Calibration ; Chromatography, Gel - methods ; equipment performance ; gel chromatography ; High throughput analytics ; High throughput experimentation ; High throughput process development ; High-Throughput Screening Assays - methods ; Multivariate Analysis ; Multivariate calibration ; PEGamer quantification ; polyethylene glycol ; Polyethylene Glycols - analysis ; Polyethylene Glycols - chemistry ; Protein PEGylation ; proteins ; Proteins - analysis ; Proteins - chemistry ; Regression Analysis ; Sensitivity and Specificity</subject><ispartof>Journal of Chromatography A, 2012-09, Vol.1257, p.41-47</ispartof><rights>2012 Elsevier B.V.</rights><rights>Copyright © 2012 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c419t-f6e07ff5ff9d8efc4c918ab2200cbfd6e86e8adfd0e254789417387095eb43303</citedby><cites>FETCH-LOGICAL-c419t-f6e07ff5ff9d8efc4c918ab2200cbfd6e86e8adfd0e254789417387095eb43303</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S002196731201179X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22920306$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hansen, Sigrid K.</creatorcontrib><creatorcontrib>Maiser, Benjamin</creatorcontrib><creatorcontrib>Hubbuch, Jürgen</creatorcontrib><title>Rapid quantification of protein–polyethylene glycol conjugates by multivariate evaluation of chromatographic data</title><title>Journal of Chromatography A</title><addtitle>J Chromatogr A</addtitle><description>► High throughput analytics approach for protein PEGamers successfully demonstrated. ► Low analysis time for SEC based quantification of protein PEGamers of 2min. ► Multivariate calibration compensates resolution sacrificed to gain analytical speed.
Size exclusion chromatography (SEC) is often applied for characterization of protein–polyethylene glycol (PEG) conjugates regarding the number of attached PEG chains (PEGamers). SEC analysis is advantageous as it is precise, robust, and straightforward to establish. However, most SEC based assays have a maximal throughput of a few samples per hour. We present a strategy to increase analytical throughput based on combining a short column with a fast flow rate, and finally multivariate calibration in order to compensate for the resolution lost in the trade off for speed. Different multivariate approaches were compared and multilinear regression was shown to result in the most precise calibrations. Further, a dynamic calibration approach was developed in order to account for changes in column performance over time. In this way, it was possible to establish a highly precise assay for protein PEGamer quantification with a throughput of 30 samples per hour.</description><subject>Calibration</subject><subject>Chromatography, Gel - methods</subject><subject>equipment performance</subject><subject>gel chromatography</subject><subject>High throughput analytics</subject><subject>High throughput experimentation</subject><subject>High throughput process development</subject><subject>High-Throughput Screening Assays - methods</subject><subject>Multivariate Analysis</subject><subject>Multivariate calibration</subject><subject>PEGamer quantification</subject><subject>polyethylene glycol</subject><subject>Polyethylene Glycols - analysis</subject><subject>Polyethylene Glycols - chemistry</subject><subject>Protein PEGylation</subject><subject>proteins</subject><subject>Proteins - analysis</subject><subject>Proteins - chemistry</subject><subject>Regression Analysis</subject><subject>Sensitivity and Specificity</subject><issn>0021-9673</issn><issn>1873-3778</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kd-K1TAQxoO4uMfVNxDtpTftTtI_aW4EWVwVFgR1r0OaTs7JoW26SXqgd76Db-iTbNaueykMBIbv-2bmF0LeUCgo0ObyWOiDd6MqGFBWAC-gFc_Ijra8zEvO2-dkB8BoLhpenpOXIRwBKAfOXpBzxgSDEpodCd_VbPvsblFTtMZqFa2bMmey2buIdvrz6_fshhXjYR1wwmw_rNoNmXbTcdmriCHr1mxchmhPytvUyPCkhuUpZtsxur1X88HqrFdRvSJnRg0BXz--F-T2-tPPqy_5zbfPX68-3uS6oiLmpkHgxtTGiL5FoystaKs6xgB0Z_oG21SqNz0gqyveiorysuUgauyqsoTygrzfctMtdwuGKEcbNA6DmtAtQVLKEy2RPElabVLtXQgejZy9HZVfJQX5gFse5XaKfMAtgcuEO9nePk5YuhH7J9M_vknwbhMY5aTaexvk7Y-UUKe_aEX9d_KHTYGJxMmil0FbnDT21qOOsnf2_zvcA46hoKU</recordid><startdate>20120928</startdate><enddate>20120928</enddate><creator>Hansen, Sigrid K.</creator><creator>Maiser, Benjamin</creator><creator>Hubbuch, Jürgen</creator><general>Elsevier B.V</general><scope>FBQ</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>7QH</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>L.G</scope></search><sort><creationdate>20120928</creationdate><title>Rapid quantification of protein–polyethylene glycol conjugates by multivariate evaluation of chromatographic data</title><author>Hansen, Sigrid K. ; Maiser, Benjamin ; Hubbuch, Jürgen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c419t-f6e07ff5ff9d8efc4c918ab2200cbfd6e86e8adfd0e254789417387095eb43303</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Calibration</topic><topic>Chromatography, Gel - methods</topic><topic>equipment performance</topic><topic>gel chromatography</topic><topic>High throughput analytics</topic><topic>High throughput experimentation</topic><topic>High throughput process development</topic><topic>High-Throughput Screening Assays - methods</topic><topic>Multivariate Analysis</topic><topic>Multivariate calibration</topic><topic>PEGamer quantification</topic><topic>polyethylene glycol</topic><topic>Polyethylene Glycols - analysis</topic><topic>Polyethylene Glycols - chemistry</topic><topic>Protein PEGylation</topic><topic>proteins</topic><topic>Proteins - analysis</topic><topic>Proteins - chemistry</topic><topic>Regression Analysis</topic><topic>Sensitivity and Specificity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hansen, Sigrid K.</creatorcontrib><creatorcontrib>Maiser, Benjamin</creatorcontrib><creatorcontrib>Hubbuch, Jürgen</creatorcontrib><collection>AGRIS</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Aqualine</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Journal of Chromatography A</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hansen, Sigrid K.</au><au>Maiser, Benjamin</au><au>Hubbuch, Jürgen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rapid quantification of protein–polyethylene glycol conjugates by multivariate evaluation of chromatographic data</atitle><jtitle>Journal of Chromatography A</jtitle><addtitle>J Chromatogr A</addtitle><date>2012-09-28</date><risdate>2012</risdate><volume>1257</volume><spage>41</spage><epage>47</epage><pages>41-47</pages><issn>0021-9673</issn><eissn>1873-3778</eissn><abstract>► High throughput analytics approach for protein PEGamers successfully demonstrated. ► Low analysis time for SEC based quantification of protein PEGamers of 2min. ► Multivariate calibration compensates resolution sacrificed to gain analytical speed.
Size exclusion chromatography (SEC) is often applied for characterization of protein–polyethylene glycol (PEG) conjugates regarding the number of attached PEG chains (PEGamers). SEC analysis is advantageous as it is precise, robust, and straightforward to establish. However, most SEC based assays have a maximal throughput of a few samples per hour. We present a strategy to increase analytical throughput based on combining a short column with a fast flow rate, and finally multivariate calibration in order to compensate for the resolution lost in the trade off for speed. Different multivariate approaches were compared and multilinear regression was shown to result in the most precise calibrations. Further, a dynamic calibration approach was developed in order to account for changes in column performance over time. In this way, it was possible to establish a highly precise assay for protein PEGamer quantification with a throughput of 30 samples per hour.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>22920306</pmid><doi>10.1016/j.chroma.2012.07.089</doi><tpages>7</tpages></addata></record> |
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subjects | Calibration Chromatography, Gel - methods equipment performance gel chromatography High throughput analytics High throughput experimentation High throughput process development High-Throughput Screening Assays - methods Multivariate Analysis Multivariate calibration PEGamer quantification polyethylene glycol Polyethylene Glycols - analysis Polyethylene Glycols - chemistry Protein PEGylation proteins Proteins - analysis Proteins - chemistry Regression Analysis Sensitivity and Specificity |
title | Rapid quantification of protein–polyethylene glycol conjugates by multivariate evaluation of chromatographic data |
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