Mapping the Landscape of Host-Pathogen Coevolution: HLA Class I Binding and Its Relationship with Evolutionary Conservation in Human and Viral Proteins

ABSTRACT The high diversity of HLA binding preferences has been driven by the sequence diversity of short segments of relevant pathogenic proteins presented by HLA molecules to the immune system. To identify possible commonalities in HLA binding preferences, we quantify these using a novel measure termed “targeting efficiency,” which captures the correlation between HLA-peptide binding affinities and the conservation of the targeted proteomic regions. Analysis of targeting efficiencies for 95 HLA class I alleles over thousands of human proteins and 52 human viruses indicates that HLA molecules preferentially target conserved regions in these proteomes, although the arboviral Flaviviridae are a notable exception where nonconserved regions are preferentially targeted by most alleles. HLA-A alleles and several HLA-B alleles that have maintained close sequence identity with chimpanzee homologues target conserved human proteins and DNA viruses such as Herpesviridae and Adenoviridae most efficiently, while all HLA-B alleles studied efficiently target RNA viruses. These patterns of host and pathogen specialization are both consistent with coevolutionary selection and functionally relevant in specific cases; for example, preferential HLA targeting of conserved proteomic regions is associated with improved outcomes in HIV infection and with protection against dengue hemorrhagic fever. Efficiency analysis provides a novel perspective on the coevolutionary relationship between HLA class I molecular diversity, self-derived peptides that shape T-cell immunity through ontogeny, and the broad range of viruses that subsequently engage with the adaptive immune response.

[1]  Anthony S. Fauci,et al.  Toward an Understanding of the Correlates of Protective Immunity to HIV Infection , 1996, Science.

[2]  Sudhir Kumar,et al.  Evolutionary anatomies of positions and types of disease-associated and neutral amino acid mutations in the human genome , 2006, BMC Genomics.

[3]  Stephanie Forrest,et al.  The effects of thymic selection on the range of T cell cross‐reactivity , 2005, European journal of immunology.

[4]  Bernice R. Packer,et al.  Widespread purifying selection at polymorphic sites in human protein-coding loci , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[5]  M. Nei,et al.  Pattern of nucleotide substitution at major histocompatibility complex class I loci reveals overdominant selection , 1988, Nature.

[6]  David Heckerman,et al.  CD8+ T-cell responses to different HIV proteins have discordant associations with viral load , 2007, Nature Medicine.

[7]  Gajendra P.S. Raghava,et al.  A hybrid approach for predicting promiscuous MHC class I restricted T cell epitopes , 2007, Journal of Biosciences.

[8]  D. Heckerman,et al.  Founder Effects in the Assessment of HIV Polymorphisms and HLA Allele Associations , 2007, Science.

[9]  Clemencia Pinilla,et al.  How the T Cell Repertoire Becomes Peptide and MHC Specific , 2005, Cell.

[10]  R. Shrivastava,et al.  Dengue and dengue haemorrhagic fever: implications of host genetics. , 2006, FEMS immunology and medical microbiology.

[11]  G. Kuno,et al.  Biological Transmission of Arboviruses: Reexamination of and New Insights into Components, Mechanisms, and Unique Traits as Well as Their Evolutionary Trends , 2005, Clinical Microbiology Reviews.

[12]  O. Lund,et al.  NetMHCpan, a Method for Quantitative Predictions of Peptide Binding to Any HLA-A and -B Locus Protein of Known Sequence , 2007, PloS one.

[13]  P. Mason,et al.  Potential of ancestral sylvatic dengue-2 viruses to re-emerge. , 2007, Virology.

[14]  P. Klenerman,et al.  Viral escape mechanisms – escapology taught by viruses , 2001, International journal of experimental pathology.

[15]  P. Klenerman,et al.  Memory Inflation: Continuous Accumulation of Antiviral CD8+ T Cells Over Time 1 , 2003, The Journal of Immunology.

[16]  Stephen J O'Brien,et al.  The influence of HLA genotype on AIDS. , 2003, Annual review of medicine.

[17]  A. Hughes,et al.  Evolution of cytotoxic T-lymphocyte epitopes in hepatitis B virus. , 2007, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[18]  T. Shenk,et al.  Functional map of human cytomegalovirus AD169 defined by global mutational analysis , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[19]  Jean-Philippe Vert,et al.  Efficient peptide-MHC-I binding prediction for alleles with few known binders , 2008, Bioinform..

[20]  Irving L. Weissman,et al.  Isolation and characterization of a protochordate histocompatibility locus , 2005, Nature.

[21]  Piero Fariselli,et al.  ConSeq: the identification of functionally and structurally important residues in protein sequences , 2004, Bioinform..

[22]  Ora Schueler-Furman,et al.  Learning MHC I - peptide binding , 2006, ISMB.

[23]  F. Balloux,et al.  Pathogen-Driven Selection and Worldwide HLA Class I Diversity , 2005, Current Biology.

[24]  A. Porgador,et al.  Dengue Virus Replicon Expressing the Nonstructural Proteins Suffices To Enhance Membrane Expression of HLA Class I and Inhibit Lysis by Human NK Cells , 2008, Journal of Virology.

[25]  Yoram Louzoun,et al.  T-cell epitope repertoire as predicted from human and viral genomes. , 2006, Molecular immunology.

[26]  M. Altfeld,et al.  Immune Selection for Altered Antigen Processing Leads to Cytotoxic T Lymphocyte Escape in Chronic HIV-1 Infection , 2004, The Journal of experimental medicine.

[27]  M. Nei,et al.  Allelic genealogy under overdominant and frequency-dependent selection and polymorphism of major histocompatibility complex loci. , 1990, Genetics.

[28]  J. Yewdell,et al.  Confronting complexity: real-world immunodominance in antiviral CD8+ T cell responses. , 2006, Immunity.

[29]  D. Watkins,et al.  Gag-Specific CD8+ T Lymphocytes Recognize Infected Cells before AIDS-Virus Integration and Viral Protein Expression1 , 2007, The Journal of Immunology.

[30]  A. Hughes,et al.  More effective purifying selection on RNA viruses than in DNA viruses. , 2007, Gene.

[31]  Bjoern Peters,et al.  HLA class I supertypes: a revised and updated classification , 2008, BMC Immunology.

[32]  O. Lund,et al.  novel sequence representations Reliable prediction of T-cell epitopes using neural networks with , 2003 .

[33]  E. Wiertz,et al.  Viral immune evasion: a masterpiece of evolution , 2002, Immunogenetics.

[34]  O. Lund,et al.  The role of the proteasome in generating cytotoxic T-cell epitopes: insights obtained from improved predictions of proteasomal cleavage , 2005, Immunogenetics.

[35]  A. Hughes,et al.  Evolutionary change of predicted cytotoxic T cell epitopes of dengue virus. , 2001, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[36]  A. Rudensky,et al.  Dynamic Tuning of T Cell Reactivity by Self-Peptide–Major Histocompatibility Complex Ligands , 2001, The Journal of experimental medicine.

[37]  Austin L. Hughes,et al.  Self peptides bound by HLA class I molecules are derived from highly conserved regions of a set of evolutionarily conserved proteins , 2004, Immunogenetics.

[38]  Soung Hie Kim,et al.  An Artificial Neural Network Approach , 1993 .

[39]  K.,et al.  Contrasting roles of interallelic recombination at the HLA-A and HLA-B loci. , 1993, Genetics.

[40]  Rob J. De Boer,et al.  MHC polymorphism under host-pathogen coevolution , 2004, Immunogenetics.

[41]  A. Hughes,et al.  Conservation of cytotoxic T lymphocyte (CTL) epitopes as a host strategy to constrain parasite adaptation: evidence from the nef gene of human immunodeficiency virus 1 (HIV-1). , 1998, Molecular biology and evolution.

[42]  Andrew J Davison,et al.  Topics in herpesvirus genomics and evolution. , 2006, Virus research.

[43]  Morten Nielsen,et al.  A Community Resource Benchmarking Predictions of Peptide Binding to MHC-I Molecules , 2006, PLoS Comput. Biol..

[44]  S. Powis,et al.  Pathogen evasion strategies for the major histocompatibility complex class I assembly pathway , 2008, Immunology.

[45]  Alessandro Sette,et al.  Generating quantitative models describing the sequence specificity of biological processes with the stabilized matrix method , 2005, BMC Bioinformatics.

[46]  A. Davison,et al.  Genetic content and evolution of adenoviruses. , 2003, The Journal of general virology.

[47]  C. Moore,et al.  Evidence of HIV-1 Adaptation to HLA-Restricted Immune Responses at a Population Level , 2002, Science.

[48]  Sorin Istrail,et al.  Comparative immunopeptidomics of humans and their pathogens. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[49]  A. Hughes,et al.  Distinctive pattern of sequence polymorphism in the NS3 protein of hepatitis C virus type 1b reflects conflicting evolutionary pressures. , 2008, The Journal of general virology.

[50]  S. Brunak,et al.  Predicting proteasomal cleavage sites: a comparison of available methods. , 2003, International immunology.

[51]  Tanmoy Bhattacharya,et al.  HLA Class I-Driven Evolution of Human Immunodeficiency Virus Type 1 Subtype C Proteome: Immune Escape and Viral Load , 2008, Journal of Virology.

[52]  V. Brusic,et al.  Evaluation of MHC class I peptide binding prediction servers: Applications for vaccine research , 2008, BMC Immunology.

[53]  O. Lund,et al.  The design and implementation of the immune epitope database and analysis resource , 2005, Immunogenetics.

[54]  J. Borghans,et al.  HLA Alleles Associated with Slow Progression to AIDS Truly Prefer to Present HIV-1 p24 , 2007, PLoS ONE.

[55]  P. Klenerman,et al.  Memory Inflation: Continous Accumulation of Antiviral CD8+ T Cells Over Time , 2003, The Journal of Immunology.

[56]  K. Paulsson,et al.  Evolutionary and functional perspectives of the major histocompatibility complex class I antigen-processing machinery , 2004, Cellular and Molecular Life Sciences CMLS.

[57]  H. Sebastian Seung,et al.  Query by committee , 1992, COLT '92.

[58]  Bette Korber,et al.  Dominant influence of HLA-B in mediating the potential co-evolution of HIV and HLA , 2004, Nature.

[59]  Y. Louzoun,et al.  Phase-Dependent Immune Evasion of Herpesviruses , 2007, Journal of Virology.

[60]  A. Hughes,et al.  Conflicting selection pressures target the NS3 protein in hepatitis C virus genotypes 1a and 1b. , 2010, Virus research.

[61]  Morten Nielsen,et al.  Amino Acid Similarity Accounts for T Cell Cross-Reactivity and for “Holes” in the T Cell Repertoire , 2008, PloS one.

[62]  Edward C. Holmes,et al.  Clustered Mutations in HIV-1 Gag Are Consistently Required for Escape from Hla-B27–Restricted Cytotoxic T Lymphocyte Responses , 2001, The Journal of experimental medicine.

[63]  M. Carrington,et al.  Class I and class II MHC bind self peptide sets that are strikingly different in their evolutionary characteristics , 2000, Immunogenetics.

[64]  S Brunak,et al.  Sensitive quantitative predictions of peptide-MHC binding by a 'Query by Committee' artificial neural network approach. , 2003, Tissue antigens.

[65]  David Heckerman,et al.  Leveraging Hierarchical Population Structure in Discrete Association Studies , 2007, PloS one.

[66]  Alexei J Drummond,et al.  Phylogenetic evidence for deleterious mutation load in RNA viruses and its contribution to viral evolution. , 2007, Molecular biology and evolution.

[67]  A. Hughes,et al.  A uniquely high level of recombination at the HLA-B locus. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[68]  Oliver Kohlbacher,et al.  SVMHC: a server for prediction of MHC-binding peptides , 2006, Nucleic Acids Res..

[69]  J. Farrar,et al.  High Pro-Inflammatory Cytokine Secretion and Loss of High Avidity Cross-Reactive Cytotoxic T-Cells during the Course of Secondary Dengue Virus Infection , 2007, PloS one.