Evolution of the SARS-CoV-2 proteome in three dimensions (3D) during the first 6 months of the COVID-19 pandemic
Abstract Understanding the molecular evolution of the SARS‐CoV‐2 virus as it continues to spread in communities around the globe is important for mitigation and future pandemic preparedness. Three‐dimensional structures of SARS‐CoV‐2 proteins and those of other coronavirusess archived in the Protein...
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creator | Lubin, Joseph H. Zardecki, Christine Dolan, Elliott M. Lu, Changpeng Shen, Zhuofan Dutta, Shuchismita Westbrook, John D. Hudson, Brian P. Goodsell, David S. Williams, Jonathan K. Voigt, Maria Sarma, Vidur Xie, Lingjun Venkatachalam, Thejasvi Arnold, Steven Alfaro Alvarado, Luz Helena Catalfano, Kevin Khan, Aaliyah McCarthy, Erika Staggers, Sophia Tinsley, Brea Trudeau, Alan Singh, Jitendra Whitmore, Lindsey Zheng, Helen Benedek, Matthew Currier, Jenna Dresel, Mark Duvvuru, Ashish Dyszel, Britney Fingar, Emily Hennen, Elizabeth M. Kirsch, Michael Khan, Ali A. Labrie‐Cleary, Charlotte Laporte, Stephanie Lenkeit, Evan Martin, Kailey Orellana, Marilyn Ortiz‐Alvarez de la Campa, Melanie Paredes, Isaac Wheeler, Baleigh Rupert, Allison Sam, Andrew See, Katherine Soto Zapata, Santiago Craig, Paul A. Hall, Bonnie L. Jiang, Jennifer Koeppe, Julia R. Mills, Stephen A. Pikaart, Michael J. Roberts, Rebecca Bromberg, Yana Hoyer, J. Steen Duffy, Siobain Tischfield, Jay Ruiz, Francesc X. Arnold, Eddy Baum, Jean Sandberg, Jesse Brannigan, Grace Khare, Sagar D. Burley, Stephen K. |
description | Abstract
Understanding the molecular evolution of the SARS‐CoV‐2 virus as it continues to spread in communities around the globe is important for mitigation and future pandemic preparedness. Three‐dimensional structures of SARS‐CoV‐2 proteins and those of other coronavirusess archived in the Protein Data Bank were used to analyze viral proteome evolution during the first 6 months of the COVID‐19 pandemic. Analyses of spatial locations, chemical properties, and structural and energetic impacts of the observed amino acid changes in >48 000 viral isolates revealed how each one of 29 viral proteins have undergone amino acid changes. Catalytic residues in active sites and binding residues in protein–protein interfaces showed modest, but significant, numbers of substitutions, highlighting the mutational robustness of the viral proteome. Energetics calculations showed that the impact of substitutions on the thermodynamic stability of the proteome follows a universal bi‐Gaussian distribution. Detailed results are presented for potential drug discovery targets and the four structural proteins that comprise the virion, highlighting substitutions with the potential to impact protein structure, enzyme activity, and protein–protein and protein–nucleic acid interfaces. Characterizing the evolution of the virus in three dimensions provides testable insights into viral protein function and should aid in structure‐based drug discovery efforts as well as the prospective identification of amino acid substitutions with potential for drug resistance. |
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Understanding the molecular evolution of the SARS‐CoV‐2 virus as it continues to spread in communities around the globe is important for mitigation and future pandemic preparedness. Three‐dimensional structures of SARS‐CoV‐2 proteins and those of other coronavirusess archived in the Protein Data Bank were used to analyze viral proteome evolution during the first 6 months of the COVID‐19 pandemic. Analyses of spatial locations, chemical properties, and structural and energetic impacts of the observed amino acid changes in >48 000 viral isolates revealed how each one of 29 viral proteins have undergone amino acid changes. Catalytic residues in active sites and binding residues in protein–protein interfaces showed modest, but significant, numbers of substitutions, highlighting the mutational robustness of the viral proteome. Energetics calculations showed that the impact of substitutions on the thermodynamic stability of the proteome follows a universal bi‐Gaussian distribution. Detailed results are presented for potential drug discovery targets and the four structural proteins that comprise the virion, highlighting substitutions with the potential to impact protein structure, enzyme activity, and protein–protein and protein–nucleic acid interfaces. Characterizing the evolution of the virus in three dimensions provides testable insights into viral protein function and should aid in structure‐based drug discovery efforts as well as the prospective identification of amino acid substitutions with potential for drug resistance.</description><identifier>ISSN: 0887-3585</identifier><language>eng</language><publisher>United States: Wiley</publisher><subject>BASIC BIOLOGICAL SCIENCES ; coronavirus ; COVID-19 ; evolution ; molecular ; pandemics ; protein ; SARS-CoV-2 ; viral proteins</subject><ispartof>Proteins, structure, function, and bioinformatics, 2021-09, Vol.90 (5)</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000000241491745 ; 0000000272726885 ; 0000000222550543</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,777,781,882</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/1976382$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Lubin, Joseph H.</creatorcontrib><creatorcontrib>Zardecki, Christine</creatorcontrib><creatorcontrib>Dolan, Elliott M.</creatorcontrib><creatorcontrib>Lu, Changpeng</creatorcontrib><creatorcontrib>Shen, Zhuofan</creatorcontrib><creatorcontrib>Dutta, Shuchismita</creatorcontrib><creatorcontrib>Westbrook, John D.</creatorcontrib><creatorcontrib>Hudson, Brian P.</creatorcontrib><creatorcontrib>Goodsell, David S.</creatorcontrib><creatorcontrib>Williams, Jonathan K.</creatorcontrib><creatorcontrib>Voigt, Maria</creatorcontrib><creatorcontrib>Sarma, Vidur</creatorcontrib><creatorcontrib>Xie, Lingjun</creatorcontrib><creatorcontrib>Venkatachalam, Thejasvi</creatorcontrib><creatorcontrib>Arnold, Steven</creatorcontrib><creatorcontrib>Alfaro Alvarado, Luz Helena</creatorcontrib><creatorcontrib>Catalfano, Kevin</creatorcontrib><creatorcontrib>Khan, Aaliyah</creatorcontrib><creatorcontrib>McCarthy, Erika</creatorcontrib><creatorcontrib>Staggers, Sophia</creatorcontrib><creatorcontrib>Tinsley, Brea</creatorcontrib><creatorcontrib>Trudeau, Alan</creatorcontrib><creatorcontrib>Singh, Jitendra</creatorcontrib><creatorcontrib>Whitmore, Lindsey</creatorcontrib><creatorcontrib>Zheng, Helen</creatorcontrib><creatorcontrib>Benedek, Matthew</creatorcontrib><creatorcontrib>Currier, Jenna</creatorcontrib><creatorcontrib>Dresel, Mark</creatorcontrib><creatorcontrib>Duvvuru, Ashish</creatorcontrib><creatorcontrib>Dyszel, Britney</creatorcontrib><creatorcontrib>Fingar, Emily</creatorcontrib><creatorcontrib>Hennen, Elizabeth M.</creatorcontrib><creatorcontrib>Kirsch, Michael</creatorcontrib><creatorcontrib>Khan, Ali A.</creatorcontrib><creatorcontrib>Labrie‐Cleary, Charlotte</creatorcontrib><creatorcontrib>Laporte, Stephanie</creatorcontrib><creatorcontrib>Lenkeit, Evan</creatorcontrib><creatorcontrib>Martin, Kailey</creatorcontrib><creatorcontrib>Orellana, Marilyn</creatorcontrib><creatorcontrib>Ortiz‐Alvarez de la Campa, Melanie</creatorcontrib><creatorcontrib>Paredes, Isaac</creatorcontrib><creatorcontrib>Wheeler, Baleigh</creatorcontrib><creatorcontrib>Rupert, Allison</creatorcontrib><creatorcontrib>Sam, Andrew</creatorcontrib><creatorcontrib>See, Katherine</creatorcontrib><creatorcontrib>Soto Zapata, Santiago</creatorcontrib><creatorcontrib>Craig, Paul A.</creatorcontrib><creatorcontrib>Hall, Bonnie L.</creatorcontrib><creatorcontrib>Jiang, Jennifer</creatorcontrib><creatorcontrib>Koeppe, Julia R.</creatorcontrib><creatorcontrib>Mills, Stephen A.</creatorcontrib><creatorcontrib>Pikaart, Michael J.</creatorcontrib><creatorcontrib>Roberts, Rebecca</creatorcontrib><creatorcontrib>Bromberg, Yana</creatorcontrib><creatorcontrib>Hoyer, J. Steen</creatorcontrib><creatorcontrib>Duffy, Siobain</creatorcontrib><creatorcontrib>Tischfield, Jay</creatorcontrib><creatorcontrib>Ruiz, Francesc X.</creatorcontrib><creatorcontrib>Arnold, Eddy</creatorcontrib><creatorcontrib>Baum, Jean</creatorcontrib><creatorcontrib>Sandberg, Jesse</creatorcontrib><creatorcontrib>Brannigan, Grace</creatorcontrib><creatorcontrib>Khare, Sagar D.</creatorcontrib><creatorcontrib>Burley, Stephen K.</creatorcontrib><creatorcontrib>Rutgers Univ., Piscataway, NJ (United States)</creatorcontrib><title>Evolution of the SARS-CoV-2 proteome in three dimensions (3D) during the first 6 months of the COVID-19 pandemic</title><title>Proteins, structure, function, and bioinformatics</title><description>Abstract
Understanding the molecular evolution of the SARS‐CoV‐2 virus as it continues to spread in communities around the globe is important for mitigation and future pandemic preparedness. Three‐dimensional structures of SARS‐CoV‐2 proteins and those of other coronavirusess archived in the Protein Data Bank were used to analyze viral proteome evolution during the first 6 months of the COVID‐19 pandemic. Analyses of spatial locations, chemical properties, and structural and energetic impacts of the observed amino acid changes in >48 000 viral isolates revealed how each one of 29 viral proteins have undergone amino acid changes. Catalytic residues in active sites and binding residues in protein–protein interfaces showed modest, but significant, numbers of substitutions, highlighting the mutational robustness of the viral proteome. Energetics calculations showed that the impact of substitutions on the thermodynamic stability of the proteome follows a universal bi‐Gaussian distribution. Detailed results are presented for potential drug discovery targets and the four structural proteins that comprise the virion, highlighting substitutions with the potential to impact protein structure, enzyme activity, and protein–protein and protein–nucleic acid interfaces. Characterizing the evolution of the virus in three dimensions provides testable insights into viral protein function and should aid in structure‐based drug discovery efforts as well as the prospective identification of amino acid substitutions with potential for drug resistance.</description><subject>BASIC BIOLOGICAL SCIENCES</subject><subject>coronavirus</subject><subject>COVID-19</subject><subject>evolution</subject><subject>molecular</subject><subject>pandemics</subject><subject>protein</subject><subject>SARS-CoV-2</subject><subject>viral proteins</subject><issn>0887-3585</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqNjLsKwkAQRbdQMD7-YbDSYiHJklcpUdFKMGIrYTMxK2YnZFa_XxHtrU5xzz0D4flpmkgVpdFIjJlvvu_HmYo90W2edH84QxaoBtcgFKtjIXM6yxC6nhxSi2Dse-oRoTItWn7bDAu1XkL16I29fn616dlBDC1Z1_Cvlh_O-7UMMuhKW2Fr9FQM6_LOOPtyIubbzSnfSWJnLqyNQ91osha1uwRZEqs0VH9JLxkkRxQ</recordid><startdate>20210927</startdate><enddate>20210927</enddate><creator>Lubin, Joseph H.</creator><creator>Zardecki, Christine</creator><creator>Dolan, Elliott M.</creator><creator>Lu, Changpeng</creator><creator>Shen, Zhuofan</creator><creator>Dutta, Shuchismita</creator><creator>Westbrook, John D.</creator><creator>Hudson, Brian P.</creator><creator>Goodsell, David S.</creator><creator>Williams, Jonathan K.</creator><creator>Voigt, Maria</creator><creator>Sarma, Vidur</creator><creator>Xie, Lingjun</creator><creator>Venkatachalam, Thejasvi</creator><creator>Arnold, Steven</creator><creator>Alfaro Alvarado, Luz Helena</creator><creator>Catalfano, Kevin</creator><creator>Khan, Aaliyah</creator><creator>McCarthy, Erika</creator><creator>Staggers, Sophia</creator><creator>Tinsley, Brea</creator><creator>Trudeau, Alan</creator><creator>Singh, Jitendra</creator><creator>Whitmore, Lindsey</creator><creator>Zheng, Helen</creator><creator>Benedek, Matthew</creator><creator>Currier, Jenna</creator><creator>Dresel, Mark</creator><creator>Duvvuru, Ashish</creator><creator>Dyszel, Britney</creator><creator>Fingar, Emily</creator><creator>Hennen, Elizabeth M.</creator><creator>Kirsch, Michael</creator><creator>Khan, Ali A.</creator><creator>Labrie‐Cleary, Charlotte</creator><creator>Laporte, Stephanie</creator><creator>Lenkeit, Evan</creator><creator>Martin, Kailey</creator><creator>Orellana, Marilyn</creator><creator>Ortiz‐Alvarez de la Campa, Melanie</creator><creator>Paredes, Isaac</creator><creator>Wheeler, Baleigh</creator><creator>Rupert, Allison</creator><creator>Sam, Andrew</creator><creator>See, Katherine</creator><creator>Soto Zapata, Santiago</creator><creator>Craig, Paul A.</creator><creator>Hall, Bonnie L.</creator><creator>Jiang, Jennifer</creator><creator>Koeppe, Julia R.</creator><creator>Mills, Stephen A.</creator><creator>Pikaart, Michael J.</creator><creator>Roberts, Rebecca</creator><creator>Bromberg, Yana</creator><creator>Hoyer, J. 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Steen</au><au>Duffy, Siobain</au><au>Tischfield, Jay</au><au>Ruiz, Francesc X.</au><au>Arnold, Eddy</au><au>Baum, Jean</au><au>Sandberg, Jesse</au><au>Brannigan, Grace</au><au>Khare, Sagar D.</au><au>Burley, Stephen K.</au><aucorp>Rutgers Univ., Piscataway, NJ (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evolution of the SARS-CoV-2 proteome in three dimensions (3D) during the first 6 months of the COVID-19 pandemic</atitle><jtitle>Proteins, structure, function, and bioinformatics</jtitle><date>2021-09-27</date><risdate>2021</risdate><volume>90</volume><issue>5</issue><issn>0887-3585</issn><abstract>Abstract
Understanding the molecular evolution of the SARS‐CoV‐2 virus as it continues to spread in communities around the globe is important for mitigation and future pandemic preparedness. Three‐dimensional structures of SARS‐CoV‐2 proteins and those of other coronavirusess archived in the Protein Data Bank were used to analyze viral proteome evolution during the first 6 months of the COVID‐19 pandemic. Analyses of spatial locations, chemical properties, and structural and energetic impacts of the observed amino acid changes in >48 000 viral isolates revealed how each one of 29 viral proteins have undergone amino acid changes. Catalytic residues in active sites and binding residues in protein–protein interfaces showed modest, but significant, numbers of substitutions, highlighting the mutational robustness of the viral proteome. Energetics calculations showed that the impact of substitutions on the thermodynamic stability of the proteome follows a universal bi‐Gaussian distribution. Detailed results are presented for potential drug discovery targets and the four structural proteins that comprise the virion, highlighting substitutions with the potential to impact protein structure, enzyme activity, and protein–protein and protein–nucleic acid interfaces. Characterizing the evolution of the virus in three dimensions provides testable insights into viral protein function and should aid in structure‐based drug discovery efforts as well as the prospective identification of amino acid substitutions with potential for drug resistance.</abstract><cop>United States</cop><pub>Wiley</pub><orcidid>https://orcid.org/0000000241491745</orcidid><orcidid>https://orcid.org/0000000272726885</orcidid><orcidid>https://orcid.org/0000000222550543</orcidid><oa>free_for_read</oa></addata></record> |
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ispartof | Proteins, structure, function, and bioinformatics, 2021-09, Vol.90 (5) |
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language | eng |
recordid | cdi_osti_scitechconnect_1976382 |
source | Wiley Online Library Journals Frontfile Complete |
subjects | BASIC BIOLOGICAL SCIENCES coronavirus COVID-19 evolution molecular pandemics protein SARS-CoV-2 viral proteins |
title | Evolution of the SARS-CoV-2 proteome in three dimensions (3D) during the first 6 months of the COVID-19 pandemic |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-20T14%3A18%3A11IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-osti&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Evolution%20of%20the%20SARS-CoV-2%20proteome%20in%20three%20dimensions%20(3D)%20during%20the%20first%206%20months%20of%20the%20COVID-19%20pandemic&rft.jtitle=Proteins,%20structure,%20function,%20and%20bioinformatics&rft.au=Lubin,%20Joseph%20H.&rft.aucorp=Rutgers%20Univ.,%20Piscataway,%20NJ%20(United%20States)&rft.date=2021-09-27&rft.volume=90&rft.issue=5&rft.issn=0887-3585&rft_id=info:doi/&rft_dat=%3Costi%3E1976382%3C/osti%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |