Stereophysicochemical variability plots highlight conserved antigenic areas in Flaviviruses
Abstract
Background: Flaviviruses, which include Dengue (DV) and West Nile (WN), mutate in response to immune system pressure. Identifying escape mutants, variant progeny that replicate in the presence of neutralizing antibodies, is a common way to identify functionally important residues of viral proteins. However, the mutations typically occur at variable positions on the viral surface that are not essential for viral replication. Methods are needed to determine the true targets of the neutralizing antibodies. Results: Stereophysicochemical variability plots (SVPs), 3-D images of protein structures colored according to variability, as determined by our PCPMer program, were used to visualize residues conserved in their physical chemical properties (PCPs) near escape mutant positions. The analysis showed 1) that escape mutations in the flavivirus envelope protein are variable residues by our criteria and 2) two escape mutants found at the same position in many flaviviruses sit above clusters of conserved residues from different regions of the linear sequence. Conservation patterns in Tcell epitopes in the NS3- protease suggest a similar mechanism of immune system evasion. Conclusion: The SVPs add another dimension to structurally defining the binding sites of neutralizing antibodies. They provide a useful aid for determining antigenically important regions and designing vaccines.
- Authors:
-
- Univ. of Texas Medical Branch at Galveston, TX (United States). Sealy Center for Structural Biology. Dept. of Human Biology, Chemistry and Genetics; Univ. of Texas Medical Branch at Galveston, TX (United States). Dept. of Microbiology and Immunology
- Univ. of Texas Medical Branch at Galveston, TX (United States). Sealy Center for Structural Biology. Dept. of Human Biology, Chemistry and Genetics
- Univ. of Texas Medical Branch at Galveston, TX (United States). Sealy Center for Structural Biology. Dept. of Human Biology, Chemistry and Genetics; Univ. of Texas Medical Branch at Galveston, TX (United States). Sealy Center for Vaccine Development. Dept. of Human Biology, Chemistry and Genetics
- Publication Date:
- Research Org.:
- Univ. of Texas, Austin, TX (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER). Biological Systems Science Division
- OSTI Identifier:
- 1626616
- Grant/Contract Number:
- FG03-00ER63041
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Virology Journal
- Additional Journal Information:
- Journal Volume: 2; Journal Issue: 1; Journal ID: ISSN 1743-422X
- Publisher:
- BioMed Central
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; Virology
Citation Formats
Schein, Catherine H., Zhou, Bin, and Braun, Werner. Stereophysicochemical variability plots highlight conserved antigenic areas in Flaviviruses. United States: N. p., 2005.
Web. doi:10.1186/1743-422x-2-40.
Schein, Catherine H., Zhou, Bin, & Braun, Werner. Stereophysicochemical variability plots highlight conserved antigenic areas in Flaviviruses. United States. https://doi.org/10.1186/1743-422x-2-40
Schein, Catherine H., Zhou, Bin, and Braun, Werner. Sat .
"Stereophysicochemical variability plots highlight conserved antigenic areas in Flaviviruses". United States. https://doi.org/10.1186/1743-422x-2-40. https://www.osti.gov/servlets/purl/1626616.
@article{osti_1626616,
title = {Stereophysicochemical variability plots highlight conserved antigenic areas in Flaviviruses},
author = {Schein, Catherine H. and Zhou, Bin and Braun, Werner},
abstractNote = {Background: Flaviviruses, which include Dengue (DV) and West Nile (WN), mutate in response to immune system pressure. Identifying escape mutants, variant progeny that replicate in the presence of neutralizing antibodies, is a common way to identify functionally important residues of viral proteins. However, the mutations typically occur at variable positions on the viral surface that are not essential for viral replication. Methods are needed to determine the true targets of the neutralizing antibodies. Results: Stereophysicochemical variability plots (SVPs), 3-D images of protein structures colored according to variability, as determined by our PCPMer program, were used to visualize residues conserved in their physical chemical properties (PCPs) near escape mutant positions. The analysis showed 1) that escape mutations in the flavivirus envelope protein are variable residues by our criteria and 2) two escape mutants found at the same position in many flaviviruses sit above clusters of conserved residues from different regions of the linear sequence. Conservation patterns in Tcell epitopes in the NS3- protease suggest a similar mechanism of immune system evasion. Conclusion: The SVPs add another dimension to structurally defining the binding sites of neutralizing antibodies. They provide a useful aid for determining antigenically important regions and designing vaccines.},
doi = {10.1186/1743-422x-2-40},
journal = {Virology Journal},
number = 1,
volume = 2,
place = {United States},
year = {Sat Jan 01 00:00:00 EST 2005},
month = {Sat Jan 01 00:00:00 EST 2005}
}
Works referenced in this record:
Dengue Type 3 Virus in Plasma Is a Population of Closely Related Genomes: Quasispecies
journal, May 2002
- Wang, Wei-Kung; Lin, Su-Ru; Lee, Chao-Min
- Journal of Virology, Vol. 76, Issue 9
Partial Agonist Effect Influences the CTL Response to a Heterologous Dengue Virus Serotype
journal, September 1999
- Zivny, Jaroslav; DeFronzo, Matthew; Jarry, William
- The Journal of Immunology, Vol. 163, Issue 5
Characterization of monoclonal antibody-escape mutants of tick-borne encephalitis virus with reduced neuroinvasiveness in mice.
journal, January 1997
- Holzmann, H.; Ecker, M.; Stiasny, K.
- Journal of General Virology, Vol. 78, Issue 1
Attenuation Markers of a Candidate Dengue Type 2 Vaccine Virus, Strain 16681 (PDK-53), Are Defined by Mutations in the 5′ Noncoding Region and Nonstructural Proteins 1 and 3
journal, April 2000
- Butrapet, Siritorn; Huang, Claire Y. -H.; Pierro, Dennis J.
- Journal of Virology, Vol. 74, Issue 7
Effects of Backbone Contacts 3‘ to the Abasic Site on the Cleavage and the Product Binding by Human Apurinic/Apyrimidinic Endonuclease (APE1) †
journal, January 2004
- Izumi, Tadahide; Schein, Catherine H.; Oezguen, Numan
- Biochemistry, Vol. 43, Issue 3
Identifying property based sequence motifs in protein families and superfamilies: application to DNase-1 related endonucleases
journal, July 2003
- Mathura, V. S.; Schein, C. H.; Braun, W.
- Bioinformatics, Vol. 19, Issue 11
Microevolution and virulence of dengue viruses
book, January 2003
- Rico-Hesse, Rebeca
- Advances in Virus Research
A ligand-binding pocket in the dengue virus envelope glycoprotein
journal, May 2003
- Modis, Y.; Ogata, S.; Clements, D.
- Proceedings of the National Academy of Sciences, Vol. 100, Issue 12
A single amino acid substitution in envelope protein E of tick-borne encephalitis virus leads to attenuation in the mouse model
journal, October 1990
- Holzmann, H.; Heinz, F. X.; Mandl, C. W.
- Journal of Virology, Vol. 64, Issue 10
Use of T Cell Epitopes for Vaccine Development
journal, November 2001
- Sbai, H.; Mehta, A.; DeGroot, A.
- Current Drug Target -Infectious Disorders, Vol. 1, Issue 3, p. 303-313
The origin, emergence and evolutionary genetics of dengue virus
journal, May 2003
- Holmes, E.; Twiddy, S.
- Infection, Genetics and Evolution, Vol. 3, Issue 1
Structure of a flavivirus envelope glycoprotein in its low-pH-induced membrane fusion conformation
journal, February 2004
- Bressanelli, Stéphane; Stiasny, Karin; Allison, Steven L.
- The EMBO Journal, Vol. 23, Issue 4
Epitopes on the Dengue 1 Virus Envelope Protein Recognized by Neutralizing IgM Monoclonal Antibodies
journal, January 2001
- Beasley, David W. C.; Aaskov, John G.
- Virology, Vol. 279, Issue 2
Membrane-Protein Interactions Contribute to Efficient 27-Hydroxylation of Cholesterol by Mitochondrial Cytochrome P450 27A1
journal, October 2002
- Murtazina, Dilyara; Puchkaev, Andrei V.; Schein, Catherine H.
- Journal of Biological Chemistry, Vol. 277, Issue 40
Solution Structure and Antibody Binding Studies of the Envelope Protein Domain III from the New York Strain of West Nile Virus
journal, September 2004
- Volk, David E.; Beasley, David W. C.; Kallick, Deborah A.
- Journal of Biological Chemistry, Vol. 279, Issue 37
Attenuation of Tick-Borne Encephalitis Virus by Structure-Based Site-Specific Mutagenesis of a Putative Flavivirus Receptor Binding Site
journal, October 2000
- Mandl, Christian W.; Allison, Steven L.; Holzmann, Heidemarie
- Journal of Virology, Vol. 74, Issue 20
Antigenic structure of the flavivirus envelope protein E at the molecular level, using tick-borne encephalitis virus as a model
journal, February 1989
- Mandl, C. W.; Guirakhoo, F.; Holzmann, H.
- Journal of Virology, Vol. 63, Issue 2
RETRACTED: Crystal structure of dengue virus NS3 protease in complex with a bowman-birk inhibitor: implications for flaviviral polyprotein processing and drug design
journal, August 2000
- Krishna Murthy, H. M.; Judge, K.; DeLucas, L.
- Journal of Molecular Biology, Vol. 301, Issue 4
The Shape of the Messenger: Using Protein Structure Information to Design Novel Cytokine-based Therapeutics
journal, November 2002
- Schein, Catherine
- Current Pharmaceutical Design, Vol. 8, Issue 24
Structure of the dengue virus envelope protein after membrane fusion
journal, January 2004
- Modis, Yorgo; Ogata, Steven; Clements, David
- Nature, Vol. 427, Issue 6972
West Nile virus envelope proteins: nucleotide sequence analysis of strains differing in mouse neuroinvasiveness.
journal, October 1998
- Chambers, T. J.; Rice, C. M.; Halevy, M.
- Journal of General Virology, Vol. 79, Issue 10
Analysis of flavivirus envelope proteins reveals variable domains that reflect their antigenicity and may determine their pathogenesis
journal, March 1995
- Gritsun, T. S.; Holmes, E. C.; Gould, E. A.
- Virus Research, Vol. 35, Issue 3
A Conserved Histidine in the ij Loop of the Semliki Forest Virus E1 Protein Plays an Important Role in Membrane Fusion
journal, December 2004
- Chanel-Vos, Chantal; Kielian, Margaret
- Journal of Virology, Vol. 78, Issue 24
Dominant recognition by human CD8+ cytotoxic T lymphocytes of dengue virus nonstructural proteins NS3 and NS1.2a.
journal, October 1996
- Mathew, A.; Kurane, I.; Rothman, A. L.
- Journal of Clinical Investigation, Vol. 98, Issue 7
The importance of being outer: consequences of the distinction between the outer and inner surfaces of flavivirus glycoprotein E
journal, March 2003
- Seligman, Stephen J.; Bucher, Doris J.
- Trends in Microbiology, Vol. 11, Issue 3
Epitope model of tick-borne encephalitis virus envelope glycoprotein E: Analysis of structural properties, role of carbohydrate side chain, and conformational changes occurring at acidic pH
journal, March 1989
- Guirakhoo, Farshad; Heinz, Franz X.; Kunz, Christian
- Virology, Vol. 169, Issue 1
Molego-based definition of the architecture and specificity of metal-binding sites
journal, October 2004
- Schein, Catherine H.; Zhou, Bin; Oezguen, Numan
- Proteins: Structure, Function, and Bioinformatics, Vol. 58, Issue 1
The future of dengue vaccines
journal, October 2002
- Halstead, Scott B.; Deen, Jacqueline
- The Lancet, Vol. 360, Issue 9341
Dengue Virus NS3 Serine Protease
journal, February 1999
- Murthy, H. M. Krishna; Clum, S.; Padmanabhan, R.
- Journal of Biological Chemistry, Vol. 274, Issue 9
Memory in Viral Quasispecies
journal, April 2000
- Ruiz-Jarabo, Carmen M.; Arias, Armando; Baranowski, Eric
- Journal of Virology, Vol. 74, Issue 8
Is the Quasispecies Concept Relevant to RNA Viruses?
journal, January 2002
- Holmes, Edward C.; Moya, Andrés
- Journal of Virology, Vol. 76, Issue 1
Original antigenic sin and apoptosis in the pathogenesis of dengue hemorrhagic fever
journal, June 2003
- Mongkolsapaya, Juthathip; Dejnirattisai, Wanwisa; Xu, Xiao-ning
- Nature Medicine, Vol. 9, Issue 7
Strong HLA Class I–Restricted T Cell Responses in Dengue Hemorrhagic Fever: A Double‐Edged Sword?
journal, December 2001
- Loke, Hsin; Bethell, Delia B.; Phuong, C. X. T.
- The Journal of Infectious Diseases, Vol. 184, Issue 11
Use of T Cell Epitopes for Vaccine Development
journal, November 2001
- Sbai, H.; Mehta, A.; DeGroot, A.
- Current Drug Target -Infectious Disorders, Vol. 1, Issue 3, p. 303-313
Immunobiology of mosquito-borne encephalitic flaviviruses
book, January 2003
- Müllbacher, Arno; Lobigs, Mario; Lee, Eva
- Advances in Virus Research
Vaccination of Human Volunteers with Monovalent and Tetravalent Live-Attenuated Dengue Vaccine Candidates
journal, December 2003
- Sun, Wellington; King, Alan D.; Innis, Bruce L.
- The American Journal of Tropical Medicine and Hygiene, Vol. 69, Issue 6_suppl
Identification of epitopes on the envelope (E) protein of dengue 2 and dengue 3 viruses using monoclonal antibodies
journal, December 2001
- Serafin, I. L.; Aaskov, J. G.
- Archives of Virology, Vol. 146, Issue 12
Identification of antigenically important domains in the glycoproteins of Sindbis virus by analysis of antibody escape variants
journal, September 1991
- Strauss, E. G.; Stec, D. S.; Schmaljohn, A. L.
- Journal of Virology, Vol. 65, Issue 9
Reversion of CTL escape–variant immunodeficiency viruses in vivo
journal, February 2004
- Friedrich, Thomas C.; Dodds, Elizabeth J.; Yant, Levi J.
- Nature Medicine, Vol. 10, Issue 3
West Nile virus envelope proteins: nucleotide sequence analysis of strains differing in mouse neuroinvasiveness.
journal, October 1998
- Chambers, T. J.; Rice, C. M.; Halevy, M.
- Journal of General Virology, Vol. 79, Issue 10
Characterization of monoclonal antibody-escape mutants of tick-borne encephalitis virus with reduced neuroinvasiveness in mice.
journal, January 1997
- Holzmann, H.; Ecker, M.; Stiasny, K.
- Journal of General Virology, Vol. 78, Issue 1
Epitopes on the Dengue 1 Virus Envelope Protein Recognized by Neutralizing IgM Monoclonal Antibodies
journal, January 2001
- Beasley, David W. C.; Aaskov, John G.
- Virology, Vol. 279, Issue 2
Identification of Neutralizing Epitopes within Structural Domain III of the West Nile Virus Envelope Protein
journal, December 2002
- Beasley, David W. C.; Barrett, Alan D. T.
- Journal of Virology, Vol. 76, Issue 24
Effects of Backbone Contacts 3‘ to the Abasic Site on the Cleavage and the Product Binding by Human Apurinic/Apyrimidinic Endonuclease (APE1) †
journal, January 2004
- Izumi, Tadahide; Schein, Catherine H.; Oezguen, Numan
- Biochemistry, Vol. 43, Issue 3
The Shape of the Messenger: Using Protein Structure Information to Design Novel Cytokine-based Therapeutics
journal, November 2002
- Schein, Catherine
- Current Pharmaceutical Design, Vol. 8, Issue 24
Molego-based definition of the architecture and specificity of metal-binding sites
journal, October 2004
- Schein, Catherine H.; Zhou, Bin; Oezguen, Numan
- Proteins: Structure, Function, and Bioinformatics, Vol. 58, Issue 1
Total sequence decomposition distinguishes functional modules, "molegos" in apurinic/apyrimidinic endonucleases
journal, November 2002
- Schein, Catherine H.; Özgün, Numan; Izumi, Tadahide
- BMC Bioinformatics, Vol. 3, Issue 1, p. 37
The envelope glycoprotein from tick-borne encephalitis virus at 2 Å resolution
journal, May 1995
- Rey, Félix A.; Heinz, Franz X.; Mandl, Christian
- Nature, Vol. 375, Issue 6529
Epitope model of tick-borne encephalitis virus envelope glycoprotein E: Analysis of structural properties, role of carbohydrate side chain, and conformational changes occurring at acidic pH
journal, March 1989
- Guirakhoo, Farshad; Heinz, Franz X.; Kunz, Christian
- Virology, Vol. 169, Issue 1
Antigenic structure of the flavivirus envelope protein E at the molecular level, using tick-borne encephalitis virus as a model
journal, February 1989
- Mandl, C. W.; Guirakhoo, F.; Holzmann, H.
- Journal of Virology, Vol. 63, Issue 2
Identifying property based sequence motifs in protein families and superfamilies: application to DNase-1 related endonucleases
journal, July 2003
- Mathura, V. S.; Schein, C. H.; Braun, W.
- Bioinformatics, Vol. 19, Issue 11
Dengue Virus NS3 Serine Protease
journal, February 1999
- Murthy, H. M. Krishna; Clum, S.; Padmanabhan, R.
- Journal of Biological Chemistry, Vol. 274, Issue 9
A ligand-binding pocket in the dengue virus envelope glycoprotein
journal, May 2003
- Modis, Y.; Ogata, S.; Clements, D.
- Proceedings of the National Academy of Sciences, Vol. 100, Issue 12
Structure of the dengue virus envelope protein after membrane fusion
journal, January 2004
- Modis, Yorgo; Ogata, Steven; Clements, David
- Nature, Vol. 427, Issue 6972
Structure of a flavivirus envelope glycoprotein in its low-pH-induced membrane fusion conformation
journal, February 2004
- Bressanelli, Stéphane; Stiasny, Karin; Allison, Steven L.
- The EMBO Journal, Vol. 23, Issue 4
Pattern recognition and self-correcting distance geometry calculations applied to myohemerythrin
journal, May 1994
- Hänggi, G.; Braun, W.
- FEBS Letters, Vol. 344, Issue 2-3
New quantitative descriptors of amino acids based on multidimensional scaling of a large number of physical?chemical properties
journal, December 2001
- Braun, Werner; Venkatarajan, Mathura S.
- Journal of Molecular Modeling, Vol. 7, Issue 12
RETRACTED: Crystal structure of dengue virus NS3 protease in complex with a bowman-birk inhibitor: implications for flaviviral polyprotein processing and drug design
journal, August 2000
- Krishna Murthy, H. M.; Judge, K.; DeLucas, L.
- Journal of Molecular Biology, Vol. 301, Issue 4
A single amino acid substitution in envelope protein E of tick-borne encephalitis virus leads to attenuation in the mouse model
journal, October 1990
- Holzmann, H.; Heinz, F. X.; Mandl, C. W.
- Journal of Virology, Vol. 64, Issue 10
Yellow Fever Virus 17D Envelope and NS3 Proteins Are Major Targets of the Antiviral T Cell Response in Mice
journal, April 2002
- van der Most, Robbert G.; Harrington, Laurie E.; Giuggio, Vicki
- Virology, Vol. 296, Issue 1
Works referencing / citing this record:
Large-scale analysis of antigenic diversity of T-cell epitopes in dengue virus
journal, December 2006
- Khan, Asif M.; Heiny, At; Lee, Kenneth X.
- BMC Bioinformatics, Vol. 7, Issue S5
Dynamic Interaction of the Measles Virus Hemagglutinin with Its Receptor Signaling Lymphocytic Activation Molecule (SLAM, CD150)
journal, February 2008
- Navaratnarajah, Chanakha K.; Vongpunsawad, Sompong; Oezguen, Numan
- Journal of Biological Chemistry, Vol. 283, Issue 17
Physicochemical property consensus sequences for functional analysis, design of multivalent antigens and targeted antivirals
journal, August 2012
- Schein, Catherine H.; Bowen, David M.; Lewis, Jessica A.
- BMC Bioinformatics, Vol. 13, Issue S13
AllerTOP v.2—a server for in silico prediction of allergens
journal, May 2014
- Dimitrov, Ivan; Bangov, Ivan; Flower, Darren R.
- Journal of Molecular Modeling, Vol. 20, Issue 6
An Approach for a Synthetic CTL Vaccine Design against Zika Flavivirus Using Class I and Class II Epitopes Identified by Computer Modeling
journal, June 2017
- Cunha-Neto, Edecio; Rosa, Daniela S.; Harris, Paul E.
- Frontiers in Immunology, Vol. 8