Evolution of the SARS‐CoV‐2 proteome in three dimensions (3D) during the first 6 months of the COVID‐19 pandemic

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 Ban...

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Veröffentlicht in:Proteins, structure, function, and bioinformatics structure, function, and bioinformatics, 2022-05, Vol.90 (5), p.1054-1080
Hauptverfasser: 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.
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container_issue 5
container_start_page 1054
container_title Proteins, structure, function, and bioinformatics
container_volume 90
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 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.
doi_str_mv 10.1002/prot.26250
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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><identifier>ISSN: 1097-0134</identifier><identifier>EISSN: 1097-0134</identifier><identifier>DOI: 10.1002/prot.26250</identifier><identifier>PMID: 34580920</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley &amp; Sons, Inc</publisher><subject>Amino acid sequence ; Amino Acids ; Chemical properties ; coronavirus ; Coronaviruses ; COVID-19 ; Drug discovery ; Drug resistance ; Enzymatic activity ; Enzyme activity ; Evolution ; Humans ; Interfaces ; molecular ; Molecular evolution ; Normal distribution ; Nucleic acids ; Pandemics ; Prospective Studies ; protein ; Protein structure ; Proteins ; Proteome ; Proteomes ; Residues ; SARS-CoV-2 ; Severe acute respiratory syndrome ; 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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><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><addtitle>Proteins</addtitle><description>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 &gt;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>Amino acid sequence</subject><subject>Amino Acids</subject><subject>Chemical properties</subject><subject>coronavirus</subject><subject>Coronaviruses</subject><subject>COVID-19</subject><subject>Drug discovery</subject><subject>Drug resistance</subject><subject>Enzymatic activity</subject><subject>Enzyme activity</subject><subject>Evolution</subject><subject>Humans</subject><subject>Interfaces</subject><subject>molecular</subject><subject>Molecular evolution</subject><subject>Normal distribution</subject><subject>Nucleic acids</subject><subject>Pandemics</subject><subject>Prospective Studies</subject><subject>protein</subject><subject>Protein structure</subject><subject>Proteins</subject><subject>Proteome</subject><subject>Proteomes</subject><subject>Residues</subject><subject>SARS-CoV-2</subject><subject>Severe acute respiratory syndrome</subject><subject>Severe acute respiratory syndrome coronavirus 2</subject><subject>Spatial analysis</subject><subject>Special issue: SARS‐CoV‐2 special issue for Proteins</subject><subject>Structural proteins</subject><subject>Viral diseases</subject><subject>viral proteins</subject><subject>Viral Proteins - genetics</subject><subject>Viral Proteins - metabolism</subject><subject>Virions</subject><subject>Viruses</subject><issn>0887-3585</issn><issn>1097-0134</issn><issn>1097-0134</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kctu1DAUhiMEokNhwwMgCzYtUoov8SUbpGpaoFKlQW3p1kp86bhK7MF2BnXHI_QZeRKSpq2ABRt7cb7z-Rz_RfEawQMEIf6wiSEfYIYpfFIsEKx5CRGpnhYLKAQvCRV0p3iR0jWEkNWEPS92SEUFrDFcFNvjbeiG7IIHwYK8NuD88Oz818_bZbgcTwwmuQm9Ac6P5WgM0K43Po0dCeyRo32gh-j81V2vdTFlwEAffF6nB-NydXlyNMpQDTaN16Z36mXxzDZdMq_u793i26fji-WX8nT1-WR5eFqqilNYMkwIF5ZZSklL2sZSLZBVuEamYVZN-2ldIWQRb2qkteJtSzUXhrW2UlyQ3eLj7N0MbW-0Mj7HppOb6Pom3sjQOPl3xbu1vApbKRhDNaGj4O0sCCk7mZTLRq1V8N6oLJHAFCE8Qnv3r8TwfTApy94lZbqu8SYMSWLKeUWrmk6-d_-g12GIfvwDiVklasEp4iP1fqZUDClFYx8nRlBOmcspFnmX-Qi_-XPHR_Qh5BFAM_DDdebmPyr59Wx1MUt_AyvmuPs</recordid><startdate>202205</startdate><enddate>202205</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 ; Duffy, Siobain ; Tischfield, Jay ; Ruiz, Francesc X. ; Arnold, Eddy ; Baum, Jean ; Sandberg, Jesse ; Brannigan, Grace ; Khare, Sagar D. ; Burley, Stephen K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4750-623378f6f553b3baf5d81fc291ea6fc0887dd411f17a91ddc7bb5d78e6bf4c783</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Amino acid sequence</topic><topic>Amino Acids</topic><topic>Chemical properties</topic><topic>coronavirus</topic><topic>Coronaviruses</topic><topic>COVID-19</topic><topic>Drug discovery</topic><topic>Drug resistance</topic><topic>Enzymatic activity</topic><topic>Enzyme activity</topic><topic>Evolution</topic><topic>Humans</topic><topic>Interfaces</topic><topic>molecular</topic><topic>Molecular evolution</topic><topic>Normal distribution</topic><topic>Nucleic acids</topic><topic>Pandemics</topic><topic>Prospective Studies</topic><topic>protein</topic><topic>Protein structure</topic><topic>Proteins</topic><topic>Proteome</topic><topic>Proteomes</topic><topic>Residues</topic><topic>SARS-CoV-2</topic><topic>Severe acute respiratory syndrome</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><topic>Spatial analysis</topic><topic>Special issue: SARS‐CoV‐2 special issue for Proteins</topic><topic>Structural proteins</topic><topic>Viral diseases</topic><topic>viral proteins</topic><topic>Viral Proteins - genetics</topic><topic>Viral Proteins - metabolism</topic><topic>Virions</topic><topic>Viruses</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><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. 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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><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><addtitle>Proteins</addtitle><date>2022-05</date><risdate>2022</risdate><volume>90</volume><issue>5</issue><spage>1054</spage><epage>1080</epage><pages>1054-1080</pages><issn>0887-3585</issn><issn>1097-0134</issn><eissn>1097-0134</eissn><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 &gt;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>Hoboken, USA</cop><pub>John Wiley &amp; Sons, Inc</pub><pmid>34580920</pmid><doi>10.1002/prot.26250</doi><tpages>27</tpages><orcidid>https://orcid.org/0000-0002-2255-0543</orcidid><orcidid>https://orcid.org/0000-0002-4149-1745</orcidid><orcidid>https://orcid.org/0000-0002-7272-6885</orcidid><orcidid>https://orcid.org/0000000222550543</orcidid><orcidid>https://orcid.org/0000000241491745</orcidid><orcidid>https://orcid.org/0000000272726885</orcidid><oa>free_for_read</oa></addata></record>
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subjects Amino acid sequence
Amino Acids
Chemical properties
coronavirus
Coronaviruses
COVID-19
Drug discovery
Drug resistance
Enzymatic activity
Enzyme activity
Evolution
Humans
Interfaces
molecular
Molecular evolution
Normal distribution
Nucleic acids
Pandemics
Prospective Studies
protein
Protein structure
Proteins
Proteome
Proteomes
Residues
SARS-CoV-2
Severe acute respiratory syndrome
Severe acute respiratory syndrome coronavirus 2
Spatial analysis
Special issue: SARS‐CoV‐2 special issue for Proteins
Structural proteins
Viral diseases
viral proteins
Viral Proteins - genetics
Viral Proteins - metabolism
Virions
Viruses
title Evolution of the SARS‐CoV‐2 proteome in three dimensions (3D) during the first 6 months of the COVID‐19 pandemic
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