High ionic strength narrows the population of sites participating in protein ion-exchange adsorption: A single-molecule study
•Direct observation of individual functional ion-exchange ligands at varying salt.•Elution curves were assembled by combining ensemble kinetics and stochastic theory.•Ionic strength reduces heterogeneity of active adsorption sites.•Electrostatic screening and steric availability within the agarose s...
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creator | Kisley, Lydia Chen, Jixin Mansur, Andrea P. Dominguez-Medina, Sergio Kulla, Eliona Kang, Marci K. Shuang, Bo Kourentzi, Katerina Poongavanam, Mohan-Vivekanandan Dhamane, Sagar Willson, Richard C. Landes, Christy F. |
description | •Direct observation of individual functional ion-exchange ligands at varying salt.•Elution curves were assembled by combining ensemble kinetics and stochastic theory.•Ionic strength reduces heterogeneity of active adsorption sites.•Electrostatic screening and steric availability within the agarose support play a role.•Results help interpret a large body of previous results.
The retention and elution of proteins in ion-exchange chromatography is routinely controlled by adjusting the mobile phase salt concentration. It has repeatedly been observed, as judged from adsorption isotherms, that the apparent heterogeneity of adsorption is lower at more-eluting, higher ionic strength. Here, we present an investigation into the mechanism of this phenomenon using a single-molecule, super-resolution imaging technique called motion-blur Points Accumulation for Imaging in Nanoscale Topography (mbPAINT). We observed that the number of functional adsorption sites was smaller at high ionic strength and that these sites had reduced desorption kinetic heterogeneity, and thus narrower predicted elution profiles, for the anion-exchange adsorption of α-lactalbumin on an agarose-supported, clustered-charge ligand stationary phase. Explanations for the narrowing of the functional population such as inter-protein interactions and protein or support structural changes were investigated through kinetic analysis, circular dichroism spectroscopy, and microscopy of agarose microbeads, respectively. The results suggest the reduction of heterogeneity is due to both electrostatic screening between the protein and ligand and tuning the steric availability within the agarose support. Overall, we have shown that single molecule spectroscopy can aid in understanding the influence of ionic strength on the population of functional adsorbent sites participating in the ion-exchange chromatographic separation of proteins. |
doi_str_mv | 10.1016/j.chroma.2014.03.075 |
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The retention and elution of proteins in ion-exchange chromatography is routinely controlled by adjusting the mobile phase salt concentration. It has repeatedly been observed, as judged from adsorption isotherms, that the apparent heterogeneity of adsorption is lower at more-eluting, higher ionic strength. Here, we present an investigation into the mechanism of this phenomenon using a single-molecule, super-resolution imaging technique called motion-blur Points Accumulation for Imaging in Nanoscale Topography (mbPAINT). We observed that the number of functional adsorption sites was smaller at high ionic strength and that these sites had reduced desorption kinetic heterogeneity, and thus narrower predicted elution profiles, for the anion-exchange adsorption of α-lactalbumin on an agarose-supported, clustered-charge ligand stationary phase. Explanations for the narrowing of the functional population such as inter-protein interactions and protein or support structural changes were investigated through kinetic analysis, circular dichroism spectroscopy, and microscopy of agarose microbeads, respectively. The results suggest the reduction of heterogeneity is due to both electrostatic screening between the protein and ligand and tuning the steric availability within the agarose support. Overall, we have shown that single molecule spectroscopy can aid in understanding the influence of ionic strength on the population of functional adsorbent sites participating in the ion-exchange chromatographic separation of proteins.</description><identifier>ISSN: 0021-9673</identifier><identifier>EISSN: 1873-3778</identifier><identifier>DOI: 10.1016/j.chroma.2014.03.075</identifier><identifier>PMID: 24751557</identifier><identifier>CODEN: JOCRAM</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>adsorbents ; Adsorption ; agarose ; Analytical, structural and metabolic biochemistry ; anion exchange ; Biological and medical sciences ; Bioseparations ; Chromatography, Ion Exchange - methods ; Circular Dichroism ; circular dichroism spectroscopy ; desorption ; Fundamental and applied biological sciences. Psychology ; General aspects, investigation methods ; Heterogeneity ; image analysis ; ion exchange chromatography ; Ion-exchange ; ionic strength ; Kinetics ; Lactalbumin ; Ligands ; mbPAINT ; microbeads ; microscopy ; nanomaterials ; Optical nanoscopy ; Osmolar Concentration ; Proteins ; Proteins - chemistry ; salt concentration ; screening ; Sepharose - chemistry ; sorption isotherms</subject><ispartof>Journal of Chromatography A, 2014-05, Vol.1343, p.135-142</ispartof><rights>2014 Elsevier B.V.</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2014 Elsevier B.V. All rights reserved.</rights><rights>2014 Elsevier B.V. All rights reserved. 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c559t-147b3e90842bfa2fbc702980ac598cb596a280ef9fc02489e9f8cb3d3ff7cbea3</citedby><cites>FETCH-LOGICAL-c559t-147b3e90842bfa2fbc702980ac598cb596a280ef9fc02489e9f8cb3d3ff7cbea3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0021967314005275$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28434751$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24751557$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kisley, Lydia</creatorcontrib><creatorcontrib>Chen, Jixin</creatorcontrib><creatorcontrib>Mansur, Andrea P.</creatorcontrib><creatorcontrib>Dominguez-Medina, Sergio</creatorcontrib><creatorcontrib>Kulla, Eliona</creatorcontrib><creatorcontrib>Kang, Marci K.</creatorcontrib><creatorcontrib>Shuang, Bo</creatorcontrib><creatorcontrib>Kourentzi, Katerina</creatorcontrib><creatorcontrib>Poongavanam, Mohan-Vivekanandan</creatorcontrib><creatorcontrib>Dhamane, Sagar</creatorcontrib><creatorcontrib>Willson, Richard C.</creatorcontrib><creatorcontrib>Landes, Christy F.</creatorcontrib><title>High ionic strength narrows the population of sites participating in protein ion-exchange adsorption: A single-molecule study</title><title>Journal of Chromatography A</title><addtitle>J Chromatogr A</addtitle><description>•Direct observation of individual functional ion-exchange ligands at varying salt.•Elution curves were assembled by combining ensemble kinetics and stochastic theory.•Ionic strength reduces heterogeneity of active adsorption sites.•Electrostatic screening and steric availability within the agarose support play a role.•Results help interpret a large body of previous results.
The retention and elution of proteins in ion-exchange chromatography is routinely controlled by adjusting the mobile phase salt concentration. It has repeatedly been observed, as judged from adsorption isotherms, that the apparent heterogeneity of adsorption is lower at more-eluting, higher ionic strength. Here, we present an investigation into the mechanism of this phenomenon using a single-molecule, super-resolution imaging technique called motion-blur Points Accumulation for Imaging in Nanoscale Topography (mbPAINT). We observed that the number of functional adsorption sites was smaller at high ionic strength and that these sites had reduced desorption kinetic heterogeneity, and thus narrower predicted elution profiles, for the anion-exchange adsorption of α-lactalbumin on an agarose-supported, clustered-charge ligand stationary phase. Explanations for the narrowing of the functional population such as inter-protein interactions and protein or support structural changes were investigated through kinetic analysis, circular dichroism spectroscopy, and microscopy of agarose microbeads, respectively. The results suggest the reduction of heterogeneity is due to both electrostatic screening between the protein and ligand and tuning the steric availability within the agarose support. Overall, we have shown that single molecule spectroscopy can aid in understanding the influence of ionic strength on the population of functional adsorbent sites participating in the ion-exchange chromatographic separation of proteins.</description><subject>adsorbents</subject><subject>Adsorption</subject><subject>agarose</subject><subject>Analytical, structural and metabolic biochemistry</subject><subject>anion exchange</subject><subject>Biological and medical sciences</subject><subject>Bioseparations</subject><subject>Chromatography, Ion Exchange - methods</subject><subject>Circular Dichroism</subject><subject>circular dichroism spectroscopy</subject><subject>desorption</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General aspects, investigation methods</subject><subject>Heterogeneity</subject><subject>image analysis</subject><subject>ion exchange chromatography</subject><subject>Ion-exchange</subject><subject>ionic strength</subject><subject>Kinetics</subject><subject>Lactalbumin</subject><subject>Ligands</subject><subject>mbPAINT</subject><subject>microbeads</subject><subject>microscopy</subject><subject>nanomaterials</subject><subject>Optical nanoscopy</subject><subject>Osmolar Concentration</subject><subject>Proteins</subject><subject>Proteins - chemistry</subject><subject>salt concentration</subject><subject>screening</subject><subject>Sepharose - chemistry</subject><subject>sorption isotherms</subject><issn>0021-9673</issn><issn>1873-3778</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkU9v1DAQxSMEokvhGyDkCxKXBP-J44QDUlUBRarEBc6W44wTrxI72E5LD3x3vNqlhQucRhr_3pvxvKJ4SXBFMGne7is9Bb-oimJSV5hVWPBHxY60gpVMiPZxscOYkrJrBDsrnsW4x5gILOjT4ozWghPOxa74eWXHCVnvrEYxBXBjmpBTIfjbiNIEaPXrNquUCeQNijZBRKsKyWq75rYbkXVoDT5Brpkq4YeelBsBqSH6sB6U79BFVrpxhnLxM-hthjxsG-6eF0-MmiO8ONXz4tvHD18vr8rrL58-X15cl5rzLpWkFj2DDrc17Y2iptcC067FSvOu1T3vGkVbDKYzGtO67aAzuc0GZozQPSh2Xrw_-q5bv8CgwaWgZrkGu6hwJ72y8u8XZyc5-htZY8Z5Q7PBm5NB8N83iEkuNmqYZ-XAb1HSHAnrmjz8vyhpGMeUM8EyWh9RHXyMAcz9RgTLQ8hyL48hy0PIEjOZQ86yV3_-5l70O9UMvD4BKmo1m6CctvGBa2t2QB_OAvn2NxaCjNqC0zDYADrJwdt_b_ILL9vLYw</recordid><startdate>20140523</startdate><enddate>20140523</enddate><creator>Kisley, Lydia</creator><creator>Chen, Jixin</creator><creator>Mansur, Andrea P.</creator><creator>Dominguez-Medina, Sergio</creator><creator>Kulla, Eliona</creator><creator>Kang, Marci K.</creator><creator>Shuang, Bo</creator><creator>Kourentzi, Katerina</creator><creator>Poongavanam, Mohan-Vivekanandan</creator><creator>Dhamane, Sagar</creator><creator>Willson, Richard C.</creator><creator>Landes, Christy F.</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</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><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20140523</creationdate><title>High ionic strength narrows the population of sites participating in protein ion-exchange adsorption: A single-molecule study</title><author>Kisley, Lydia ; Chen, Jixin ; Mansur, Andrea P. ; Dominguez-Medina, Sergio ; Kulla, Eliona ; Kang, Marci K. ; Shuang, Bo ; Kourentzi, Katerina ; Poongavanam, Mohan-Vivekanandan ; Dhamane, Sagar ; Willson, Richard C. ; Landes, Christy F.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c559t-147b3e90842bfa2fbc702980ac598cb596a280ef9fc02489e9f8cb3d3ff7cbea3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>adsorbents</topic><topic>Adsorption</topic><topic>agarose</topic><topic>Analytical, structural and metabolic biochemistry</topic><topic>anion exchange</topic><topic>Biological and medical sciences</topic><topic>Bioseparations</topic><topic>Chromatography, Ion Exchange - methods</topic><topic>Circular Dichroism</topic><topic>circular dichroism spectroscopy</topic><topic>desorption</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>General aspects, investigation methods</topic><topic>Heterogeneity</topic><topic>image analysis</topic><topic>ion exchange chromatography</topic><topic>Ion-exchange</topic><topic>ionic strength</topic><topic>Kinetics</topic><topic>Lactalbumin</topic><topic>Ligands</topic><topic>mbPAINT</topic><topic>microbeads</topic><topic>microscopy</topic><topic>nanomaterials</topic><topic>Optical nanoscopy</topic><topic>Osmolar Concentration</topic><topic>Proteins</topic><topic>Proteins - chemistry</topic><topic>salt concentration</topic><topic>screening</topic><topic>Sepharose - chemistry</topic><topic>sorption isotherms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kisley, Lydia</creatorcontrib><creatorcontrib>Chen, Jixin</creatorcontrib><creatorcontrib>Mansur, Andrea P.</creatorcontrib><creatorcontrib>Dominguez-Medina, Sergio</creatorcontrib><creatorcontrib>Kulla, Eliona</creatorcontrib><creatorcontrib>Kang, Marci K.</creatorcontrib><creatorcontrib>Shuang, Bo</creatorcontrib><creatorcontrib>Kourentzi, Katerina</creatorcontrib><creatorcontrib>Poongavanam, Mohan-Vivekanandan</creatorcontrib><creatorcontrib>Dhamane, Sagar</creatorcontrib><creatorcontrib>Willson, Richard C.</creatorcontrib><creatorcontrib>Landes, Christy F.</creatorcontrib><collection>Pascal-Francis</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><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of Chromatography A</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kisley, Lydia</au><au>Chen, Jixin</au><au>Mansur, Andrea P.</au><au>Dominguez-Medina, Sergio</au><au>Kulla, Eliona</au><au>Kang, Marci K.</au><au>Shuang, Bo</au><au>Kourentzi, Katerina</au><au>Poongavanam, Mohan-Vivekanandan</au><au>Dhamane, Sagar</au><au>Willson, Richard C.</au><au>Landes, Christy F.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>High ionic strength narrows the population of sites participating in protein ion-exchange adsorption: A single-molecule study</atitle><jtitle>Journal of Chromatography A</jtitle><addtitle>J Chromatogr A</addtitle><date>2014-05-23</date><risdate>2014</risdate><volume>1343</volume><spage>135</spage><epage>142</epage><pages>135-142</pages><issn>0021-9673</issn><eissn>1873-3778</eissn><coden>JOCRAM</coden><abstract>•Direct observation of individual functional ion-exchange ligands at varying salt.•Elution curves were assembled by combining ensemble kinetics and stochastic theory.•Ionic strength reduces heterogeneity of active adsorption sites.•Electrostatic screening and steric availability within the agarose support play a role.•Results help interpret a large body of previous results.
The retention and elution of proteins in ion-exchange chromatography is routinely controlled by adjusting the mobile phase salt concentration. It has repeatedly been observed, as judged from adsorption isotherms, that the apparent heterogeneity of adsorption is lower at more-eluting, higher ionic strength. Here, we present an investigation into the mechanism of this phenomenon using a single-molecule, super-resolution imaging technique called motion-blur Points Accumulation for Imaging in Nanoscale Topography (mbPAINT). We observed that the number of functional adsorption sites was smaller at high ionic strength and that these sites had reduced desorption kinetic heterogeneity, and thus narrower predicted elution profiles, for the anion-exchange adsorption of α-lactalbumin on an agarose-supported, clustered-charge ligand stationary phase. Explanations for the narrowing of the functional population such as inter-protein interactions and protein or support structural changes were investigated through kinetic analysis, circular dichroism spectroscopy, and microscopy of agarose microbeads, respectively. The results suggest the reduction of heterogeneity is due to both electrostatic screening between the protein and ligand and tuning the steric availability within the agarose support. Overall, we have shown that single molecule spectroscopy can aid in understanding the influence of ionic strength on the population of functional adsorbent sites participating in the ion-exchange chromatographic separation of proteins.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><pmid>24751557</pmid><doi>10.1016/j.chroma.2014.03.075</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | adsorbents Adsorption agarose Analytical, structural and metabolic biochemistry anion exchange Biological and medical sciences Bioseparations Chromatography, Ion Exchange - methods Circular Dichroism circular dichroism spectroscopy desorption Fundamental and applied biological sciences. Psychology General aspects, investigation methods Heterogeneity image analysis ion exchange chromatography Ion-exchange ionic strength Kinetics Lactalbumin Ligands mbPAINT microbeads microscopy nanomaterials Optical nanoscopy Osmolar Concentration Proteins Proteins - chemistry salt concentration screening Sepharose - chemistry sorption isotherms |
title | High ionic strength narrows the population of sites participating in protein ion-exchange adsorption: A single-molecule study |
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