Computational Protein Design Using Flexible Backbone Remodeling and Resurfacing: Case Studies in Structure-Based Antigen Design
Computational protein design has promise for vaccine design and other applications. We previously transplanted the HIV 4E10 epitope onto non-HIV protein scaffolds for structural stabilization and immune presentation. Here, we developed two methods to optimize the structure of an antigen, flexible ba...
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creator | Correia, Bruno E. Ban, Yih-En Andrew Friend, Della J. Ellingson, Katharine Xu, Hengyu Boni, Erica Bradley-Hewitt, Tyler Bruhn-Johannsen, Jessica F. Stamatatos, Leonidas Strong, Roland K. Schief, William R. |
description | Computational protein design has promise for vaccine design and other applications. We previously transplanted the HIV 4E10 epitope onto non-HIV protein scaffolds for structural stabilization and immune presentation. Here, we developed two methods to optimize the structure of an antigen, flexible backbone remodeling and resurfacing, and we applied these methods to a 4E10 scaffold. In flexible-backbone remodeling, an existing backbone segment is replaced by a de novo designed segment of prespecified length and secondary structure. With remodeling, we replaced a potentially immunodominant domain on the scaffold with a helix–loop segment that made intimate contact to the protein core. All three domain trim designs tested experimentally had improved thermal stability and similar binding affinity for the 4E10 antibody compared to the parent scaffold. A crystal structure of one design had a 0.8 Å backbone RMSD to the computational model in the rebuilt region. Comparison of parent and trimmed scaffold reactivity to anti-parent sera confirmed the deletion of an immunodominant domain. In resurfacing, the surface of an antigen outside a target epitope is redesigned to obtain variants that maintain only the target epitope. Resurfaced variants of two scaffolds were designed in which 50 positions amounting to 40% of the protein sequences were mutated. Surface-patch analyses indicated that most potential antibody footprints outside the 4E10 epitope were altered. The resurfaced variants maintained thermal stability and binding affinity. These results indicate that flexible-backbone remodeling and resurfacing are useful tools for antigen optimization and protein engineering generally.
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► Computational design methods are presented for remodeling and resurfacing. ► In remodeling, a backbone segment is replaced by a de novo designed segment of predefined length and secondary structure. ► In resurfacing, the surface of a protein outside an epitope is redesigned. ► Experimental tests of these methods demonstrate their utility to manipulate protein structure and antigenicity and indicate their promise for vaccine design. |
doi_str_mv | 10.1016/j.jmb.2010.09.061 |
format | Article |
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[Display omitted]
► Computational design methods are presented for remodeling and resurfacing. ► In remodeling, a backbone segment is replaced by a de novo designed segment of predefined length and secondary structure. ► In resurfacing, the surface of a protein outside an epitope is redesigned. ► Experimental tests of these methods demonstrate their utility to manipulate protein structure and antigenicity and indicate their promise for vaccine design.</description><identifier>ISSN: 0022-2836</identifier><identifier>EISSN: 1089-8638</identifier><identifier>DOI: 10.1016/j.jmb.2010.09.061</identifier><identifier>PMID: 20969873</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>AIDS Vaccines - chemistry ; AIDS Vaccines - genetics ; AIDS Vaccines - immunology ; amino acid sequences ; Amino Acid Substitution - genetics ; Antigens - chemistry ; Antigens - genetics ; Antigens - immunology ; backbone flexibility ; binding capacity ; case studies ; crystal structure ; Crystallography, X-Ray ; Designer Drugs ; epitopes ; Epitopes - chemistry ; Epitopes - genetics ; Epitopes - immunology ; HIV Antibodies - immunology ; immunogen design ; Models, Molecular ; protein computational design ; protein engineering ; protein resurfacing ; Protein Stability ; Protein Structure, Tertiary ; Temperature ; thermal stability ; vaccine development ; Vaccines, Synthetic - chemistry ; Vaccines, Synthetic - genetics ; Vaccines, Synthetic - immunology ; viral antigens</subject><ispartof>Journal of molecular biology, 2011-01, Vol.405 (1), p.284-297</ispartof><rights>2010 Elsevier Ltd</rights><rights>Copyright © 2010 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-3f8e2654fd37dc339c538e5bfd1a10d9c1dd82ac83ae13f7c2b666d01c5a0d3f3</citedby><cites>FETCH-LOGICAL-c474t-3f8e2654fd37dc339c538e5bfd1a10d9c1dd82ac83ae13f7c2b666d01c5a0d3f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S002228361001079X$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20969873$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Correia, Bruno E.</creatorcontrib><creatorcontrib>Ban, Yih-En Andrew</creatorcontrib><creatorcontrib>Friend, Della J.</creatorcontrib><creatorcontrib>Ellingson, Katharine</creatorcontrib><creatorcontrib>Xu, Hengyu</creatorcontrib><creatorcontrib>Boni, Erica</creatorcontrib><creatorcontrib>Bradley-Hewitt, Tyler</creatorcontrib><creatorcontrib>Bruhn-Johannsen, Jessica F.</creatorcontrib><creatorcontrib>Stamatatos, Leonidas</creatorcontrib><creatorcontrib>Strong, Roland K.</creatorcontrib><creatorcontrib>Schief, William R.</creatorcontrib><title>Computational Protein Design Using Flexible Backbone Remodeling and Resurfacing: Case Studies in Structure-Based Antigen Design</title><title>Journal of molecular biology</title><addtitle>J Mol Biol</addtitle><description>Computational protein design has promise for vaccine design and other applications. We previously transplanted the HIV 4E10 epitope onto non-HIV protein scaffolds for structural stabilization and immune presentation. Here, we developed two methods to optimize the structure of an antigen, flexible backbone remodeling and resurfacing, and we applied these methods to a 4E10 scaffold. In flexible-backbone remodeling, an existing backbone segment is replaced by a de novo designed segment of prespecified length and secondary structure. With remodeling, we replaced a potentially immunodominant domain on the scaffold with a helix–loop segment that made intimate contact to the protein core. All three domain trim designs tested experimentally had improved thermal stability and similar binding affinity for the 4E10 antibody compared to the parent scaffold. A crystal structure of one design had a 0.8 Å backbone RMSD to the computational model in the rebuilt region. Comparison of parent and trimmed scaffold reactivity to anti-parent sera confirmed the deletion of an immunodominant domain. In resurfacing, the surface of an antigen outside a target epitope is redesigned to obtain variants that maintain only the target epitope. Resurfaced variants of two scaffolds were designed in which 50 positions amounting to 40% of the protein sequences were mutated. Surface-patch analyses indicated that most potential antibody footprints outside the 4E10 epitope were altered. The resurfaced variants maintained thermal stability and binding affinity. These results indicate that flexible-backbone remodeling and resurfacing are useful tools for antigen optimization and protein engineering generally.
[Display omitted]
► Computational design methods are presented for remodeling and resurfacing. ► In remodeling, a backbone segment is replaced by a de novo designed segment of predefined length and secondary structure. ► In resurfacing, the surface of a protein outside an epitope is redesigned. ► Experimental tests of these methods demonstrate their utility to manipulate protein structure and antigenicity and indicate their promise for vaccine design.</description><subject>AIDS Vaccines - chemistry</subject><subject>AIDS Vaccines - genetics</subject><subject>AIDS Vaccines - immunology</subject><subject>amino acid sequences</subject><subject>Amino Acid Substitution - genetics</subject><subject>Antigens - chemistry</subject><subject>Antigens - genetics</subject><subject>Antigens - immunology</subject><subject>backbone flexibility</subject><subject>binding capacity</subject><subject>case studies</subject><subject>crystal structure</subject><subject>Crystallography, X-Ray</subject><subject>Designer Drugs</subject><subject>epitopes</subject><subject>Epitopes - chemistry</subject><subject>Epitopes - genetics</subject><subject>Epitopes - immunology</subject><subject>HIV Antibodies - immunology</subject><subject>immunogen design</subject><subject>Models, Molecular</subject><subject>protein computational design</subject><subject>protein engineering</subject><subject>protein resurfacing</subject><subject>Protein Stability</subject><subject>Protein Structure, Tertiary</subject><subject>Temperature</subject><subject>thermal stability</subject><subject>vaccine development</subject><subject>Vaccines, Synthetic - chemistry</subject><subject>Vaccines, Synthetic - genetics</subject><subject>Vaccines, Synthetic - immunology</subject><subject>viral antigens</subject><issn>0022-2836</issn><issn>1089-8638</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kUGP1CAYhonRuOPqD_Ci3Dx1_CgtpXraHV012UTjOGdC4WPC2JYRqNGTf10ms-vRE3nzPd8LeSDkOYM1AyZeH9aHaVjXUDL0axDsAVkxkH0lBZcPyQqgrqtacnFBnqR0AICWN_IxuaihF73s-Ir82YTpuGSdfZj1SL_EkNHP9B0mv5_pLvl5T29G_OWHEem1Nt-HMCP9ilOwOJ6GerYlpiU6bUp-Qzc6Id3mxXpMtFRtc1xMXiJW12Vi6dWc_R7vr3hKHjk9Jnx2d16S3c37b5uP1e3nD582V7eVabomV9xJrEXbOMs7azjvTcsltoOzTDOwvWHWylobyTUy7jpTD0IIC8y0Gix3_JK8OvceY_ixYMpq8sngOOoZw5KUFH3bgeCikOxMmhhSiujUMfpJx9-KgTppVwdVtKuTdgW9KtrLzou79mWY0P7buPdcgJdnwOmg9D76pHbb0tCWP2kE520h3p4JLBZ-eowqGY-zQesjmqxs8P95wF8KWZ3z</recordid><startdate>20110107</startdate><enddate>20110107</enddate><creator>Correia, Bruno E.</creator><creator>Ban, Yih-En Andrew</creator><creator>Friend, Della J.</creator><creator>Ellingson, Katharine</creator><creator>Xu, Hengyu</creator><creator>Boni, Erica</creator><creator>Bradley-Hewitt, Tyler</creator><creator>Bruhn-Johannsen, Jessica F.</creator><creator>Stamatatos, Leonidas</creator><creator>Strong, Roland K.</creator><creator>Schief, William R.</creator><general>Elsevier Ltd</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>F1W</scope><scope>H98</scope><scope>L.G</scope></search><sort><creationdate>20110107</creationdate><title>Computational Protein Design Using Flexible Backbone Remodeling and Resurfacing: Case Studies in Structure-Based Antigen Design</title><author>Correia, Bruno E. ; Ban, Yih-En Andrew ; Friend, Della J. ; Ellingson, Katharine ; Xu, Hengyu ; Boni, Erica ; Bradley-Hewitt, Tyler ; Bruhn-Johannsen, Jessica F. ; Stamatatos, Leonidas ; Strong, Roland K. ; Schief, William R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-3f8e2654fd37dc339c538e5bfd1a10d9c1dd82ac83ae13f7c2b666d01c5a0d3f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>AIDS Vaccines - chemistry</topic><topic>AIDS Vaccines - genetics</topic><topic>AIDS Vaccines - immunology</topic><topic>amino acid sequences</topic><topic>Amino Acid Substitution - genetics</topic><topic>Antigens - chemistry</topic><topic>Antigens - genetics</topic><topic>Antigens - immunology</topic><topic>backbone flexibility</topic><topic>binding capacity</topic><topic>case studies</topic><topic>crystal structure</topic><topic>Crystallography, X-Ray</topic><topic>Designer Drugs</topic><topic>epitopes</topic><topic>Epitopes - chemistry</topic><topic>Epitopes - genetics</topic><topic>Epitopes - immunology</topic><topic>HIV Antibodies - immunology</topic><topic>immunogen design</topic><topic>Models, Molecular</topic><topic>protein computational design</topic><topic>protein engineering</topic><topic>protein resurfacing</topic><topic>Protein Stability</topic><topic>Protein Structure, Tertiary</topic><topic>Temperature</topic><topic>thermal stability</topic><topic>vaccine development</topic><topic>Vaccines, Synthetic - chemistry</topic><topic>Vaccines, Synthetic - genetics</topic><topic>Vaccines, Synthetic - immunology</topic><topic>viral antigens</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Correia, Bruno E.</creatorcontrib><creatorcontrib>Ban, Yih-En Andrew</creatorcontrib><creatorcontrib>Friend, Della J.</creatorcontrib><creatorcontrib>Ellingson, Katharine</creatorcontrib><creatorcontrib>Xu, Hengyu</creatorcontrib><creatorcontrib>Boni, Erica</creatorcontrib><creatorcontrib>Bradley-Hewitt, Tyler</creatorcontrib><creatorcontrib>Bruhn-Johannsen, Jessica F.</creatorcontrib><creatorcontrib>Stamatatos, Leonidas</creatorcontrib><creatorcontrib>Strong, Roland K.</creatorcontrib><creatorcontrib>Schief, William R.</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>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Aquaculture Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Journal of molecular biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Correia, Bruno E.</au><au>Ban, Yih-En Andrew</au><au>Friend, Della J.</au><au>Ellingson, Katharine</au><au>Xu, Hengyu</au><au>Boni, Erica</au><au>Bradley-Hewitt, Tyler</au><au>Bruhn-Johannsen, Jessica F.</au><au>Stamatatos, Leonidas</au><au>Strong, Roland K.</au><au>Schief, William R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Computational Protein Design Using Flexible Backbone Remodeling and Resurfacing: Case Studies in Structure-Based Antigen Design</atitle><jtitle>Journal of molecular biology</jtitle><addtitle>J Mol Biol</addtitle><date>2011-01-07</date><risdate>2011</risdate><volume>405</volume><issue>1</issue><spage>284</spage><epage>297</epage><pages>284-297</pages><issn>0022-2836</issn><eissn>1089-8638</eissn><abstract>Computational protein design has promise for vaccine design and other applications. We previously transplanted the HIV 4E10 epitope onto non-HIV protein scaffolds for structural stabilization and immune presentation. Here, we developed two methods to optimize the structure of an antigen, flexible backbone remodeling and resurfacing, and we applied these methods to a 4E10 scaffold. In flexible-backbone remodeling, an existing backbone segment is replaced by a de novo designed segment of prespecified length and secondary structure. With remodeling, we replaced a potentially immunodominant domain on the scaffold with a helix–loop segment that made intimate contact to the protein core. All three domain trim designs tested experimentally had improved thermal stability and similar binding affinity for the 4E10 antibody compared to the parent scaffold. A crystal structure of one design had a 0.8 Å backbone RMSD to the computational model in the rebuilt region. Comparison of parent and trimmed scaffold reactivity to anti-parent sera confirmed the deletion of an immunodominant domain. In resurfacing, the surface of an antigen outside a target epitope is redesigned to obtain variants that maintain only the target epitope. Resurfaced variants of two scaffolds were designed in which 50 positions amounting to 40% of the protein sequences were mutated. Surface-patch analyses indicated that most potential antibody footprints outside the 4E10 epitope were altered. The resurfaced variants maintained thermal stability and binding affinity. These results indicate that flexible-backbone remodeling and resurfacing are useful tools for antigen optimization and protein engineering generally.
[Display omitted]
► Computational design methods are presented for remodeling and resurfacing. ► In remodeling, a backbone segment is replaced by a de novo designed segment of predefined length and secondary structure. ► In resurfacing, the surface of a protein outside an epitope is redesigned. ► Experimental tests of these methods demonstrate their utility to manipulate protein structure and antigenicity and indicate their promise for vaccine design.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>20969873</pmid><doi>10.1016/j.jmb.2010.09.061</doi><tpages>14</tpages></addata></record> |
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subjects | AIDS Vaccines - chemistry AIDS Vaccines - genetics AIDS Vaccines - immunology amino acid sequences Amino Acid Substitution - genetics Antigens - chemistry Antigens - genetics Antigens - immunology backbone flexibility binding capacity case studies crystal structure Crystallography, X-Ray Designer Drugs epitopes Epitopes - chemistry Epitopes - genetics Epitopes - immunology HIV Antibodies - immunology immunogen design Models, Molecular protein computational design protein engineering protein resurfacing Protein Stability Protein Structure, Tertiary Temperature thermal stability vaccine development Vaccines, Synthetic - chemistry Vaccines, Synthetic - genetics Vaccines, Synthetic - immunology viral antigens |
title | Computational Protein Design Using Flexible Backbone Remodeling and Resurfacing: Case Studies in Structure-Based Antigen Design |
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