Development of a Capillary Electrophoresis Platform for Identifying Inhibitors of Protein–Protein Interactions
Methods for identifying chemical inhibitors of protein–protein interactions (PPIs) are often prone to discovery of false positives, particularly those caused by molecules that induce protein aggregation. Thus, there is interest in developing new platforms that might allow earlier identification of t...
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Veröffentlicht in: | Analytical chemistry (Washington) 2013-10, Vol.85 (20), p.9824-9831 |
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description | Methods for identifying chemical inhibitors of protein–protein interactions (PPIs) are often prone to discovery of false positives, particularly those caused by molecules that induce protein aggregation. Thus, there is interest in developing new platforms that might allow earlier identification of these problematic compounds. Capillary electrophoresis (CE) has been evaluated as a method to screen for PPI inhibitors using the challenging system of Hsp70 interacting with its co-chaperone Bag3. In the method, Hsp70 is labeled with a fluorophore, mixed with Bag3, and the resulting bound and free Hsp70 are separated and detected by CE with laser-induced fluorescence detection. The method used a chemically modified CE capillary to prevent protein adsorption. Inhibitors of the Hsp70–Bag3 interaction were detected by observing a reduction in the bound-to-free ratio. The method was used to screen a library of 3443 compounds, and the results were compared to those from a flow cytometry protein interaction assay. CE was found to produce a lower hit rate with more compounds that were reconfirmed in subsequent testing, suggesting greater specificity. This finding was attributed to the use of electropherograms to detect artifacts such as aggregators and to differences in protein modifications required to perform the different assays. Increases in throughput are required to make the CE method suitable for primary screens, but at the current stage of development it is attractive as a secondary screen to test hits found by higher-throughput methods. |
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Thus, there is interest in developing new platforms that might allow earlier identification of these problematic compounds. Capillary electrophoresis (CE) has been evaluated as a method to screen for PPI inhibitors using the challenging system of Hsp70 interacting with its co-chaperone Bag3. In the method, Hsp70 is labeled with a fluorophore, mixed with Bag3, and the resulting bound and free Hsp70 are separated and detected by CE with laser-induced fluorescence detection. The method used a chemically modified CE capillary to prevent protein adsorption. Inhibitors of the Hsp70–Bag3 interaction were detected by observing a reduction in the bound-to-free ratio. The method was used to screen a library of 3443 compounds, and the results were compared to those from a flow cytometry protein interaction assay. CE was found to produce a lower hit rate with more compounds that were reconfirmed in subsequent testing, suggesting greater specificity. This finding was attributed to the use of electropherograms to detect artifacts such as aggregators and to differences in protein modifications required to perform the different assays. Increases in throughput are required to make the CE method suitable for primary screens, but at the current stage of development it is attractive as a secondary screen to test hits found by higher-throughput methods.</description><identifier>ISSN: 0003-2700</identifier><identifier>ISSN: 1520-6882</identifier><identifier>EISSN: 1520-6882</identifier><identifier>DOI: 10.1021/ac4023082</identifier><identifier>PMID: 24060167</identifier><identifier>CODEN: ANCHAM</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Adaptor Proteins, Signal Transducing - metabolism ; adsorption ; Apoptosis Regulatory Proteins - metabolism ; Assaying ; Bioassays ; Biochemistry ; Capillarity ; capillary electrophoresis ; chemical inhibitors ; Drug Evaluation, Preclinical - methods ; Electrophoresis ; Electrophoresis, Capillary - methods ; Flow cytometry ; Fluorescence ; fluorescent dyes ; Fluorescent Dyes - chemistry ; HSP70 Heat-Shock Proteins - chemistry ; HSP70 Heat-Shock Proteins - metabolism ; Humans ; Inhibitors ; Molecules ; Platforms ; Protein Binding - drug effects ; protein-protein interactions ; Proteins ; Screens ; Small Molecule Libraries - pharmacology</subject><ispartof>Analytical chemistry (Washington), 2013-10, Vol.85 (20), p.9824-9831</ispartof><rights>Copyright © 2013 American Chemical Society</rights><rights>Copyright American Chemical Society Oct 15, 2013</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a565t-d4440ede717708d98ccd0c42f1ffc9080d5db8e65266f9aeda7f06548833fd3b3</citedby><cites>FETCH-LOGICAL-a565t-d4440ede717708d98ccd0c42f1ffc9080d5db8e65266f9aeda7f06548833fd3b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/ac4023082$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/ac4023082$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>230,314,776,780,881,2752,27055,27903,27904,56716,56766</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24060167$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rauch, Jennifer N.</creatorcontrib><creatorcontrib>Nie, Jing</creatorcontrib><creatorcontrib>Buchholz, Tonia J.</creatorcontrib><creatorcontrib>Gestwicki, Jason E.</creatorcontrib><creatorcontrib>Kennedy, Robert T.</creatorcontrib><title>Development of a Capillary Electrophoresis Platform for Identifying Inhibitors of Protein–Protein Interactions</title><title>Analytical chemistry (Washington)</title><addtitle>Anal. Chem</addtitle><description>Methods for identifying chemical inhibitors of protein–protein interactions (PPIs) are often prone to discovery of false positives, particularly those caused by molecules that induce protein aggregation. Thus, there is interest in developing new platforms that might allow earlier identification of these problematic compounds. Capillary electrophoresis (CE) has been evaluated as a method to screen for PPI inhibitors using the challenging system of Hsp70 interacting with its co-chaperone Bag3. In the method, Hsp70 is labeled with a fluorophore, mixed with Bag3, and the resulting bound and free Hsp70 are separated and detected by CE with laser-induced fluorescence detection. The method used a chemically modified CE capillary to prevent protein adsorption. Inhibitors of the Hsp70–Bag3 interaction were detected by observing a reduction in the bound-to-free ratio. The method was used to screen a library of 3443 compounds, and the results were compared to those from a flow cytometry protein interaction assay. CE was found to produce a lower hit rate with more compounds that were reconfirmed in subsequent testing, suggesting greater specificity. This finding was attributed to the use of electropherograms to detect artifacts such as aggregators and to differences in protein modifications required to perform the different assays. Increases in throughput are required to make the CE method suitable for primary screens, but at the current stage of development it is attractive as a secondary screen to test hits found by higher-throughput methods.</description><subject>Adaptor Proteins, Signal Transducing - metabolism</subject><subject>adsorption</subject><subject>Apoptosis Regulatory Proteins - metabolism</subject><subject>Assaying</subject><subject>Bioassays</subject><subject>Biochemistry</subject><subject>Capillarity</subject><subject>capillary electrophoresis</subject><subject>chemical inhibitors</subject><subject>Drug Evaluation, Preclinical - methods</subject><subject>Electrophoresis</subject><subject>Electrophoresis, Capillary - methods</subject><subject>Flow cytometry</subject><subject>Fluorescence</subject><subject>fluorescent dyes</subject><subject>Fluorescent Dyes - chemistry</subject><subject>HSP70 Heat-Shock Proteins - chemistry</subject><subject>HSP70 Heat-Shock Proteins - metabolism</subject><subject>Humans</subject><subject>Inhibitors</subject><subject>Molecules</subject><subject>Platforms</subject><subject>Protein Binding - drug effects</subject><subject>protein-protein interactions</subject><subject>Proteins</subject><subject>Screens</subject><subject>Small Molecule Libraries - pharmacology</subject><issn>0003-2700</issn><issn>1520-6882</issn><issn>1520-6882</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkctOGzEUhi0EKintghdAIyEkupj2-DIeZ1OpCrREQiqLdm05vhCjmfHUdpDY8Q68IU9SR0kjaBfd-BzpfP7P5UfoGMNHDAR_UpoBoSDIHprghkDNhSD7aAIAtCYtwCF6m9IdAMaA-Rt0SBjwkrUTNF7Ye9uFsbdDroKrVDVTo-86FR-qy87qHMO4DNEmn6qbTmUXYl-Vp5qb8sO7Bz_cVvNh6Rc-h5jWEjcxZOuH58enbVbq2Ualsw9DeocOnOqSfb-NR-jn18sfs6v6-vu3-ezLda0a3uTaMMbAGtvitgVhpkJrA5oRh53TUxBgGrMQljeEczdV1qjWAW-YEJQ6Qxf0CH3e6I6rRW-NLtNG1ckx-r7sJoPy8nVl8Et5G-4lFazhnBSB861ADL9WNmXZ-6RtOc1gwypJsr4ukLY0_B-K-ZRQwgmIgp7-hd6FVRzKJSRmjAoOjPNCfdhQOoaUonW7uTHIteVyZ3lhT14uuiP_eFyAsw2gdHrR7R-h36MntL8</recordid><startdate>20131015</startdate><enddate>20131015</enddate><creator>Rauch, Jennifer N.</creator><creator>Nie, Jing</creator><creator>Buchholz, Tonia J.</creator><creator>Gestwicki, Jason E.</creator><creator>Kennedy, Robert T.</creator><general>American Chemical Society</general><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>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>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20131015</creationdate><title>Development of a Capillary Electrophoresis Platform for Identifying Inhibitors of Protein–Protein Interactions</title><author>Rauch, Jennifer N. ; Nie, Jing ; Buchholz, Tonia J. ; Gestwicki, Jason E. ; Kennedy, Robert T.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a565t-d4440ede717708d98ccd0c42f1ffc9080d5db8e65266f9aeda7f06548833fd3b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adaptor Proteins, Signal Transducing - metabolism</topic><topic>adsorption</topic><topic>Apoptosis Regulatory Proteins - metabolism</topic><topic>Assaying</topic><topic>Bioassays</topic><topic>Biochemistry</topic><topic>Capillarity</topic><topic>capillary electrophoresis</topic><topic>chemical inhibitors</topic><topic>Drug Evaluation, Preclinical - methods</topic><topic>Electrophoresis</topic><topic>Electrophoresis, Capillary - methods</topic><topic>Flow cytometry</topic><topic>Fluorescence</topic><topic>fluorescent dyes</topic><topic>Fluorescent Dyes - chemistry</topic><topic>HSP70 Heat-Shock Proteins - chemistry</topic><topic>HSP70 Heat-Shock Proteins - metabolism</topic><topic>Humans</topic><topic>Inhibitors</topic><topic>Molecules</topic><topic>Platforms</topic><topic>Protein Binding - drug effects</topic><topic>protein-protein interactions</topic><topic>Proteins</topic><topic>Screens</topic><topic>Small Molecule Libraries - pharmacology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rauch, Jennifer N.</creatorcontrib><creatorcontrib>Nie, Jing</creatorcontrib><creatorcontrib>Buchholz, Tonia J.</creatorcontrib><creatorcontrib>Gestwicki, Jason E.</creatorcontrib><creatorcontrib>Kennedy, Robert T.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><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>AGRICOLA</collection><collection>AGRICOLA - 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>Rauch, Jennifer N.</au><au>Nie, Jing</au><au>Buchholz, Tonia J.</au><au>Gestwicki, Jason E.</au><au>Kennedy, Robert T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development of a Capillary Electrophoresis Platform for Identifying Inhibitors of Protein–Protein Interactions</atitle><jtitle>Analytical chemistry (Washington)</jtitle><addtitle>Anal. Chem</addtitle><date>2013-10-15</date><risdate>2013</risdate><volume>85</volume><issue>20</issue><spage>9824</spage><epage>9831</epage><pages>9824-9831</pages><issn>0003-2700</issn><issn>1520-6882</issn><eissn>1520-6882</eissn><coden>ANCHAM</coden><abstract>Methods for identifying chemical inhibitors of protein–protein interactions (PPIs) are often prone to discovery of false positives, particularly those caused by molecules that induce protein aggregation. Thus, there is interest in developing new platforms that might allow earlier identification of these problematic compounds. Capillary electrophoresis (CE) has been evaluated as a method to screen for PPI inhibitors using the challenging system of Hsp70 interacting with its co-chaperone Bag3. In the method, Hsp70 is labeled with a fluorophore, mixed with Bag3, and the resulting bound and free Hsp70 are separated and detected by CE with laser-induced fluorescence detection. The method used a chemically modified CE capillary to prevent protein adsorption. Inhibitors of the Hsp70–Bag3 interaction were detected by observing a reduction in the bound-to-free ratio. The method was used to screen a library of 3443 compounds, and the results were compared to those from a flow cytometry protein interaction assay. CE was found to produce a lower hit rate with more compounds that were reconfirmed in subsequent testing, suggesting greater specificity. This finding was attributed to the use of electropherograms to detect artifacts such as aggregators and to differences in protein modifications required to perform the different assays. Increases in throughput are required to make the CE method suitable for primary screens, but at the current stage of development it is attractive as a secondary screen to test hits found by higher-throughput methods.</abstract><cop>United States</cop><pub>American Chemical Society</pub><pmid>24060167</pmid><doi>10.1021/ac4023082</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adaptor Proteins, Signal Transducing - metabolism adsorption Apoptosis Regulatory Proteins - metabolism Assaying Bioassays Biochemistry Capillarity capillary electrophoresis chemical inhibitors Drug Evaluation, Preclinical - methods Electrophoresis Electrophoresis, Capillary - methods Flow cytometry Fluorescence fluorescent dyes Fluorescent Dyes - chemistry HSP70 Heat-Shock Proteins - chemistry HSP70 Heat-Shock Proteins - metabolism Humans Inhibitors Molecules Platforms Protein Binding - drug effects protein-protein interactions Proteins Screens Small Molecule Libraries - pharmacology |
title | Development of a Capillary Electrophoresis Platform for Identifying Inhibitors of Protein–Protein Interactions |
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