bioRxivImmunologyPreprint
Identification of HLA-A33-restricted CD8+ T cell epitopes from avian influenza A/H5N1
A. K. M. MuraduzzamaniD, Patricia T. IllingiD, Mitchell JenzeniD, Nathan P. CroftiD, Sinéad M. WilliamsiD, Paul Selleck, Michelle L. BakeriD, Katherine KedzierskaiD, Anthony Wayne PurcelliD, Nicole A. MifsudiD
Abstract
The rapid evolution of avian influenza A/H5N1, including the recent U.S. clade 2.3.4.4b outbreak, highlights its pandemic potential and the urgent need for durable, broadly protective vaccines. Given the capacity of CD8+ T cells to mediate cross-strain immunity, we investigated whether geographically distinct HLA-A33 allotypes, HLA-A*33:01 in East/Southeast Asia and HLA-A*33:03 in South Asia, differentially shape the influenza immunopeptidome and influence antiviral immunity. Antigen-presenting cells overexpressing HLA-A*33:01 or HLA-A*33:03 were transfected with single A/H5N1 antigens or infected with A/X-31 (H3N2) as a control comparison representing current seasonal influenza virus. We identified novel ligands restricted to HLA-A*33:01 (57 from A/H5N1; 55 from A/X-31) and HLA-A*33:03 (29 from A/H5N1; 45 from A/X-31). Although fewer peptides were recovered for HLA-A*33:03, a larger proportion of A/X-31-derived peptides were predicted as high-affinity binders (74%) compared with HLA-A*33:01 (61%), indicating qualitative differences in antigen presentation. To determine immunogenicity, peripheral blood lymphocytes from HLA-A*33:03-positive, A/H5N1-naive donors were stimulated with four conserved peptides: PB2GTF, PB2KTY, NPSVQ and PB1MTK. All elicited robust CD8 T cell activation despite the absence of prior A/H5N1 exposure, demonstrating cross-recognition by memory T cells primed against seasonal influenza. These findings define HLA-A33-restricted influenza epitopes and reveal allotype-specific presentation features that shape CD8+ T cell immunity. Conserved, immunogenic peptides identified here represent promising candidates for rational design of broadly cross-reactive vaccines to protect HLA-A33-expressing populations against severe A/H5N1 disease. Data are available via ProteomeXchange with identifier PXD078870. Author SummaryAvian influenza A/H5N1 continues to pose a significant pandemic threat because of its ability to infect humans and its potential to acquire sustained human-to-human transmissibility. While current influenza vaccines primarily target rapidly evolving viral surface proteins, CD8+ T cells can recognize more conserved internal viral proteins and may provide broader protection against diverse influenza strains. In this study, we investigated how two common HLA-A33 variants, which are prevalent in South, East, and Southeast Asian populations, present influenza-derived peptides to CD8+ T cells. We identified novel influenza peptides presented by HLA-A*33:01 and HLA-A*33:03. Importantly, several conserved A/H5N1-derived peptides were recognized by memory CD8+ T cells from healthy individuals with no prior exposure to A/H5N1, suggesting that previous infection with seasonal influenza viruses can generate cross-reactive immune responses. Our findings expand the current repository of influenza T cell targets and provide new insights into antiviral immunity in HLA-A33-expressing populations. The conserved and immunogenic peptides identified in this study may help guide the development of broadly protective influenza vaccines and contribute to future pandemic preparedness efforts.
- organism: human
- organism: virus
- assay: proteomics
- research focus: cell type annotation
- approach: experimental assay
In-depth summary
Claude Sonnet 4.6 · xhigh effort · 8 Nov 2026 · from the full text of version 2 (13 Jul 2026) · CC BY 4.0
Immunopeptidomics shows HLA-A*33:01 and HLA-A*33:03 present largely distinct influenza peptide repertoires, and four HLA-A*33:03-restricted epitopes triggered CD8+ T cell responses in A/H5N1-naive donors.
Current vaccines mostly target fast-evolving surface glycoproteins, while conserved internal-protein CD8+ T cell epitopes depend on HLA type, and HLA-A33 epitopes from A/H5N1 were poorly defined. This work maps naturally presented peptides for two HLA-A33 allotypes common in Asia, most of them absent from the Immune Epitope Database (IEDB).
Key results
ShownMost naturally presented viral peptides were new to the field: A/X-31 infection and single-protein A/H5N1 expression yielded large peptide sets for both HLA-A33 allotypes, and the great majority of A/H5N1 peptides were absent from IEDB.
A/X-31: 73 (HLA-A*33:01) and 58 (HLA-A*33:03) peptides; 18/73 (24.6%) and 13/58 (22.4%) already in IEDB. A/H5N1 (HA, NP, PB2, M1 only): 61 and 32 peptides; 57/61 (93%) and 29/32 (91%) unreported in IEDB. · Differential peptide presentation by HLA-A33…; HLA-A33 immunopeptidomes reveal novel…
ShownDespite highly similar binding motifs, the two allotypes present largely non-overlapping peptide sets, and HLA-A*33:03 shows more predicted binders and a preference for longer peptides.
Shared by both allotypes: 22.9% of human peptides (8-12mer) and 31% of A/X-31 peptides (8-14mer); 0.68% of viral peptides shared with HLA-A*11:01 too. Predicted binders, A*33:03 vs A*33:01: 70% vs 48% (human), 74% vs 61% (A/X-31). · Differential peptide presentation by HLA-A33…
SuggestedIn two A/H5N1-naive HLA-A*33:03 donors, in vitro expanded CD8+ T cells recognised several tested peptides, indicating cross-reactive memory probably from seasonal influenza.
29 candidate peptides tested in six pools; PB2GTF, PB2KTY and NPSVQ (A/H5N1) gave significant IFNγ responses in both donors; PB1MTK (A/X-31) in Donor 1 only (untested in Donor 2). Single peptides from pool 6 were not evaluated; one T-cell culture per condition, technical triplicates. · Identification of immunogenic…; Figure legends
ShownAbout a third of canonical A/X-31 peptides were highly conserved across influenza A strains. Among the four validated epitopes, PB2GTF was the most conserved, while PB1MTK showed lower conservation overall.
23 (34%) HLA-A*33:01 and 20 (37%) HLA-A*33:03 canonical A/X-31 peptides >90% conserved; M1FTL and PB2DLN >90% conserved in human and avian A/H5N1; PB2GTF >98.6% in all strains; PB2KTY >96.5% in A/H5N1 and A/H1N1 but 89% of A/H3N2 carried E5D. · High epitope conservation supports broad vaccine…
SuggestedNPSVQ-specific CD8+ T cells in the two donors were dominated by different (private) paired TCR clonotypes that nonetheless shared CDR3 lengths.
Donor 1: TRAV20.TRAJ13_TRBV27.TRBJ2-3 in n=20/36 pairs; Donor 2: TRAV14/DV4.TRAJ43_TRBV10-2.TRBJ2-1 in n=7/20. Both donors: CDR3α 12mer and CDR3β 15mer. · Private dominant TCR clonotypes target the…; Discussion
Methods, data and reproducibility
HLA-A33 transfectants of the C1R cell line were infected with A/X-31 or expressed single A/H5N1 proteins; HLA-I peptides were sequenced by LC-MS/MS, scored with NetMHCpan-4.2, tested in donor T cell IFNγ assays, and checked for sequence conservation.
- HLA-I immunopeptidomes of C1R.A*33:01 and C1R.A*33:03 cells, mock vs A/X-31 (H3N2) infected, biological duplicates · human (C1R cells); influenza A/X-31 · n = 12 datasets · PXD078870
- Immunopeptidomes of C1R.A*33:01 and C1R.A*33:03 expressing single A/H5N1 proteins (HA, NP, PB2, M1) from A/Chicken/Laos/Xaythiani-26/2006 · human (C1R cells); influenza A/H5N1 · n = 61 and 32 A/H5N1 peptides (HLA-A*33:01, HLA-A*33:03) · PXD078870
- PBMCs from A/H5N1-naive, HLA-A*33:03-positive healthy donors for peptide-specific T cell expansion and IFNγ assays · human · n = 2 donors
- Paired αβTCR sequences from NPSVQ-specific CD8+IFNγ+ T cells · human · n = 36 pairs (Donor 1); 20 pairs (Donor 2)
- Influenza A protein isolates from NCBI Virus (captured 15/02/2026) for conservation analysis · influenza A virus (human and avian isolates)
- Methods & tools
- PEAKS Xpro, NetMHCpan-4.2, Seq2logo2.0, MAFFT G-INS-I, TCR_Explore, IMGT/V-QUEST, GraphPad Prism 9.0.0, FlowJo version 10, IEDB, NCBI Virus, UniProt/Swiss-Prot v2024
- Reagents & environment
- PEAKS Xpro; NetMHCpan-4.2; Seq2logo2.0; MAFFT G-INS-I; GraphPad Prism 9.0.0; FlowJo version 10; UniProt/Swiss-Prot v2024; NCBI Virus data captured 15/02/2026.
- Assay conditions & compute
- Sequence alignments ran on the M3 HPC cluster (Monash eResearch); core counts and runtime not stated.
- Reproducibility gaps
- No code repository stated; mass spectrometry data deposited in PRIDE as PXD078870 (no URL printed); peptide and TCR tables are in Supplementary Data 1, 2 and 3.
Limitations (4)
- Direct functional comparison of the two allotypes was not possible because T cell response data exist only for HLA-A*33:03, not HLA-A*33:01. · stated by the authors
- Productive A/H5N1 infection of the cell lines was not achievable, so only four proteins (NP, PB2, M1, HA) were expressed individually and the A/H5N1 immunopeptidome likely does not cover the whole viral proteome. · noted in this summary
- Single peptides from pool 6 were not tested in either donor because of limited PBMC availability, and PB1MTK was not tested in Donor 2. · stated by the authors
- Immunogenicity rests on two HLA-A*33:03 donors with one T-cell culture per condition; viral peptides were accepted at a 5% FDR versus 1% for human peptides, so some viral assignments may be false positives. · noted in this summary
Read this if you work on HLA-restricted T cell epitope discovery, immunopeptidomics, or conserved-epitope influenza vaccine design for Asian HLA alleles.
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