Abstract
Lack of a universal vaccine against all serotypes of influenza A viruses and recent progress on T cell-related vaccines against influenza A virus illuminate the important role of human leukocyte antigen (HLA)-restricted cytotoxic T lymphocytes (CTLs) in anti-influenza virus immunity. However, the diverse HLA alleles among humans complicate virus-specific cellular immunity research, and elucidation of cross-HLA allele T cell responses to influenza virus specificity requires further detailed work. An ideal CTL epitope-based vaccine would cover a broad spectrum of epitope antigens presented by most, if not all, of the HLAs. Here, we evaluated the 2009 pandemic influenza A (H1N1) virus-specific T cell responses among the HLA-A24+ population using a rationally designed peptide pool during the 2009 pandemic. Unexpectedly, cross-HLA allele T cell responses against the influenza A virus peptides were detected among both HLA-A11+ and HLA-A24+ donors. Furthermore, we found cross-responses in the entire HLA-A3 supertype population (including HLA-A11, -A31, -A33, and -A30). The cross-allele antigenic peptides within the peptide pool were identified and characterized, and the crystal structures of the major histocompatibility complex (MHC)-peptide complexes were determined. The subsequent HLA-A24-defined cross-allele peptides recognized by the HLA-A11+ population were shown to mildly bind to the HLA-A*1101 molecule. Together with the structural models, these results partially explain the cross-allele responses. Our findings elucidate the promiscuity of the cross-allele T cell responses against influenza A viruses and are beneficial for the development of a T cell epitope-based vaccine applied in a broader population.
INTRODUCTION
Since its first identification in North America in April 2009, the 2009 pandemic influenza A virus H1N1 (2009 pH1N1) has resulted in hundreds of thousands of confirmed cases in over 200 countries worldwide, giving rise to the first pandemic in the 21st century (20, 21, 24, 55, 66). During the following seasons, the prevalence of 2009 pH1N1 has been continuously reported, resulting in deaths in some countries (http://www.who.int/csr/disease/influenza), making it a persistent threat to public health. Despite its rapid global spread, 2009 pH1N1 is characterized by relatively mild clinical outcomes in the vast majority of individuals, especially the elderly (>60 years old), with a very low rate of infection (12, 17). Preexisting immunity due to prior exposure to viral strains with similar antigenicity (e.g., the 1918 pandemic virus) may provide an explanation for the reduced severity and mortality of 2009 pH1N1 (1, 13, 21, 31, 35, 55, 59, 60, 63, 75, 77–79, 83). However, the extent to which influenza A virus-specific memory immunity (i.e., humoral and cellular responses) affects the disease outcome remains debatable.
Cytotoxic T lymphocyte (CTL)-related cellular immunity plays an important role in alleviating symptoms and in influenza virus clearance (26, 30, 50, 81). Various studies have shown that both CD4+ and CD8+ T cells elicited by one strain of influenza A virus have a remarkable cross-protective function against heterosubtypic influenza A viruses. This T cell cross-reactivity between the seasonal H3N2, the highly pathogenic avian influenza virus H5N1, and 2009 pH1N1 is observed in mice and humans (23, 26, 37, 64). As a result, a growing number of studies are focusing on vaccines that can stimulate CTL immunity (54). CTLs specific for influenza A viruses mostly target internal, nonglycosylated proteins, such as NP, M1, PA, and PB1, which are markedly conserved among different strains compared to hemagglutinin (HA) and neuraminidase (NA) (28, 71, 72). A recent study reported that an effective vaccine from modified vaccinia virus Ankara encoding the A/Panama/2007/99 NP and M1 proteins drastically boosted CTL responses in a phase 1 clinical trial in healthy adults (5). Because these two proteins are highly conserved, the elicited CTLs can provide protection against heterosubtypic influenza A viruses (16). In a subsequent study, a phase 2a vaccination and influenza challenge study was conducted to confirm the clinical efficacy of the T cell-based influenza vaccine (43).
CTLs function by recognizing the infected cells in a major histocompatibility complex (MHC) (HLA in humans)-restricted manner. According to their various peptide binding characteristics, HLA-A and -B molecules are divided into nine supertypes: HLA-A1, -A2, -A3, -A24, -B7, -B27, -B44, -B58, and -B62 (61). One limitation of the CD8+ T cell epitope vaccine is that most reported epitopes have a defined HLA allele restriction. Currently, T cell-specific studies mainly focus on the HLA-A2+ population, but as HLA-A24+ individuals also comprise a large portion of the world population, especially Asian populations, research into T cell epitopes restricted by HLA-A24 is of great interest (51).
The conventional understanding of HLA alleles is that an epitope should be restricted to a particular HLA allele and can be recognized only by a fraction of people who share the same HLA allele. Interestingly, however, a growing number of epitopes that can be presented by more than one HLA allele are being reported (11, 70, 74). Mongkolsapaya et al. identified cross-reaction between HLA-A*2402 (HLA-A24 supertype) and HLA-A*1101 (A3 supertype) against an HLA-A*2402-restricted peptide in dengue virus infection (53, 62). Mohamed et al. and Terasaki et al. also observed cross-recognition against an HLA-A24-restricted peptide derived from a tumor rejection antigen in HLA-A11, -A33, and -A31 patients (52, 69). There is also evidence that an epitope can be promiscuously recognized by more than three supertype alleles in Epstein-Barr virus (EBV) and human immunodeficiency virus (HIV) infection (18, 69). Together, these findings indicate that the presentation of a peptide by HLA alleles is more complicated than previously thought. It is more likely that the peptide motifs of different supertype alleles (e.g., between HLA-A*2402 and HLA-A*1101) can be promiscuous or similar across different supertypes (53, 62). However, although the cross-allele T cell responses in influenza A virus-specific immunity have not been well explored, the results would be helpful for the development of a T cell-based vaccine against influenza virus.
In the present study, we rationally designed an HLA-A24-restricted peptide pool that was derived from the whole proteome of the 2009 pH1N1 virus. Consistent with our expectations, robust T cell responses were detected among HLA-A24+ donors. Unexpectedly, however, obvious cross-reactions against the peptide pool were observed among individuals carrying the HLA-A11 allele. Further analysis subsequently expanded the promiscuity to the entire A3 supertype population. The promiscuous individual epitopes in the influenza virus-derived peptide pool were defined and characterized through a series of functional and structural assays. Our findings increase the understanding of HLA restriction of CTL responses and pave the way for influenza virus vaccine development for a broader population.
MATERIALS AND METHODS
Study subjects and ethics statement.
Two cohorts of subjects were recruited for the research, including a group of 19 subjects from Beijing, China, and a group of 77 subjects from Jiangsu Province, China. The 19 subjects (see Table S1 in the supplemental material) from Beijing consisted of 12 males and 7 females, with an age range of 25 to 48 years, and the 77-subject cohort (see Table S2 in the supplemental material) included 23 females and 54 males (ages, 21 to 76 years). Fifty-three of the subjects were inoculated with the 2009 pH1N1 split-virus vaccine (Hualan Bio, China) 4 months before the collection of a blood sample. None of the subjects had symptoms of influenza virus infection during the sampling period. Written informed consent was obtained from all of the subjects, and the study was approved by the Ethics Review Committee of the Institute of Microbiology, Chinese Academy of Sciences. The study was conducted in accordance with the principles of the Declaration of Helsinki and the standards of good clinical practice (as defined by the International Conference on Harmonization). Venous blood was collected from the subjects in the hospital during the 2009 pH1N1 pandemic. The HLA subtypes at the A and B loci were determined using LABType SSO (One Lambda, Beijing, China) with whole blood from the subjects.
Design and synthesis of HLA-A24-restricted peptide pool.
Proteins derived from the 2009 pH1N1 virus (i.e., HA, NA, M1, M2, NP, PB1, PB2, PA, NS1, and NS2) were chosen for the prediction of potential CD8+ T cell-specific epitope peptides with an HLA-A*2402 binding motif. The sequences of the antigens were based on the H1N1 A/California/04/2009 strain. A computer-based program was applied to predict 9-mer and 10-mer peptides through the BioInformatics and Molecular Analysis Section (BIMAS) HLA Peptide Binding Predictions website (56). The 8-mer and 11-mer peptides whose scores of binding to HLA-A*2402 are not available in the computer-based prediction were manually selected according to the typical HLA-A*2402 peptide motif (an aromatic residue at position P2 and an aliphatic or aromatic residue at C-terminal position Pc) (Table 1). The peptides were synthesized and the purity was determined to >90% by high-performance liquid chromatography (HPLC) and mass spectrometry (Scilight-Peptide, Inc., Beijing, China). Peptides were dissolved in dimethyl sulfoxide (DMSO) at 20 mg/ml and diluted in RPMI 1640 medium to a final concentration of 10 μg/ml before being used individually. The predicted peptides were also mixed at a final concentration of 2 μg/ml for each peptide and served as the HLA-A*2402 peptide pool.
TABLE 1.
Synthesis of the 2009 pH1N1-derived HLA-A24+ peptide pool and HLA-A24 binding affinity
No. | Protein | Starting position | Sequence |
Scorec | FId | |
---|---|---|---|---|---|---|
2009 pH1N1a | Seasonal H1N1b | |||||
P1 | HA | 208 | LYQNADTYVF | ------- | 150.00 | 1.23 |
P2 | M1 | 27 | VFAGKNTDL | ------ | 20.00 | 1.11 |
P3 | M1 | 95 | LYKKLKREI | –R---- | 66.00 | 1.62 |
P4g | M1 | 104 | TFHGAKEVSL | ----–I-A- | 20.00 | 1.79 |
P5 | M1 | 114 | SYSTGALASCM | --A----- | −e | 3.55 |
P6 | M1 | 235 | AYQKRMGVQM | ------- | 37.50 | 4.66 |
P7 | M1 | 40 | EWLKTRPIL | ------ | 6.00 | 0.51 |
P8 | NA | 65 | TYVNISNTNF | --–N--V | 150.00 | Nonef |
P9 | NA | 315 | GYICSGIF | ----V- | −e | 1.58 |
P10 | NP | 96 | IYRRVDGKW | –K---- | 7.70 | 1.05 |
P11 | NP | 295 | GYSLVGDPF | --–V-- | 100.00 | 1.09 |
P12 | NP | 337 | AFEDLRVSSF | ------- | 18.00 | 2.13 |
P13 | NP | 411 | TFSVQRNLPF | ------- | 10.00 | 1.99 |
P14 | NP | 419 | PFERATVMAAF | -DK--I--- | −e | 2.06 |
P15 | NP | 478 | SFDMSNEGSYFF | -------- | −e | 1.02 |
P16 | NP | 39 | FYIQMCTEL | ------ | 330.00 | None |
P17 | NP | 96 | IYKRVDGKWM | ------V | 25.00 | None |
P18 | NP | 218 | AYERMCNIL | ------ | 360.00 | 0.58 |
P19 | NS1 | 56 | HYLQSRNEKW | ------- | 8.25 | 1.31 |
P20 | PA | 109 | LYDYKENRF | ------ | 120.00 | 1.26 |
P21 | PA | 649 | LYASPQLEGF | ------- | 100.00 | 1.59 |
P22 | PB1 | 48 | QYSEKGW | ---RR- | 1.09 | |
P23 | PB1 | 323 | TYITRNQPEW | ---K--– | 8.25 | 0.65 |
P24 | PB1 | 430 | KYTKTIYW | R---T– | −e | 1.35 |
P25 | PB1 | 430 | KYTKTIYWW | R---T-- | 10.00 | 1.63 |
P26 | PB1 | 482 | SYINKTGTF | ---R--- | 150.00 | 0.74 |
P27 | PB1 | 496 | FYRYGFVANF | ------- | 100.00 | 1.40 |
P28 | PB1 | 498 | RYGFVANF | ----– | −e | 2.16 |
P29 | PB1 | 688 | MYQKCCNLF | --R--– | 180.00 | 2.47 |
P30 | PB2 | 110 | HYPKVYKTYF | ---I--– | 150.00 | 1.73 |
P31 | PB2 | 530 | TYSSSMMW | ----– | −e | 1.69 |
P32 | PB2 | 549 | TYQWIIRNW | ------ | 10.50 | 0.07 |
P33 | PB2 | 571 | LYNKMEFEPF | ------- | 180.00 | 1.68 |
P34 | PB2 | 591 | RYSGFVRTLF | Q------ | 280.00 | 0.53 |
Nef138-10 | HIV Nef | 138 | RYPLTFGWCF | RYPLTFGWCF | 300.00 | 1.76 |
N1 | SARS N | 346 | QFKDNVILL | QFKDNVILL | 24.00 | 1.71 |
2009 pH1N1 represents the sequence of the A/California/04/2009(H1N1) strain.
Seasonal H1N1 represents the sequence of the A/Brisbane/59/2007(H1N1) strain. The dashes represent residues that are identical to those in A/California/04/2009 H1N1 influenza A virus, while the residues that differ are shown.
Estimated half-time of dissociation (T1/2) of HLA-A*2402 peptide complexes calculated using the website http://www-bimas.cit.nih.gov/molbio/hla_bind/.
FI, mean FITC fluorescence of the given peptide/mean FITC fluorescence without peptide.
Scores for peptides other than nonamers and decamers for binding to HLA-A*2402 are not available.
The ratios of living cells are too low to calculate the FI for the peptides P8, P16, and P17.
The antigenic peptides defined in this study are in boldface.
As a positive control for binding affinity assessment, two previously determined HLA-A*2402-restricted epitopes, Nef138-10 (derived from the HIV Nef antigen) (34) and N1 (derived from the severe acute respiratory syndrome coronavirus [SARS-CoV] N protein) (44), were also synthesized. The negative control was the HLA-A*1101-restricted peptide Beta309 (RYLTVAAVFR) (67).
T2-A24 cell binding assay.
The binding affinities of the peptides to the HLA-A*2402 molecule were assessed using T2-A24 cells as previously described (44). Briefly, after incubation for 16 h at 26°C, cells were harvested and washed twice with serum-free RPMI 1640 and resuspended in 1 ml culture medium. Peptide (50 μg/ml) and beta 2 microglobulin (β2m) (20 μg/ml) were added to the culture medium and incubated at 26°C for 3 h, followed by 37°C for 3 h. After washing with phosphate-buffered saline (PBS), the cells were incubated with anti-HLA-class I antibody w6/32 at 4°C for 30 min and subsequently incubated with the fluorescein isothiocyanate (FITC)-conjugated F(ab′)2 fragment of anti-mouse immunoglobulin (Dako). The cells were then analyzed using a FACSCalibur (Becton Dickinson). Peptides with a fluorescence index (FI [FI = mean FITC fluorescence of the given peptide/mean FITC fluorescence without the peptide]) of >1.5 were regarded as high-affinity candidate peptides.
Generation of influenza virus-specific T cell lines in vitro.
Peripheral blood mononuclear cells (PBMCs) were isolated from the whole blood of donors by density gradient centrifugation using Ficoll-Hypaque (TBD Science) and washed twice in RPMI 1640 medium with 10% fetal bovine serum (FBS) (Gibco). Freshly isolated PBMCs in RPMI 1640 supplemented with 10% fetal calf serum (FCS) were incubated with the peptide pool at 37°C in 5% CO2 at a density of 2 × 106 cells/ml in a 24-well culture plate. Recombinant human interleukin 2 (rIL-2) (20 IU/ml) was added to the culture medium on the 3rd day. Half of the medium was replaced with fresh medium supplemented with rIL-2 on days 4 and 7. Peptide-specific T cells were tested via enzyme-linked immunospot (ELISPOT) assays on day 9 or 10.
ELISPOT assay.
Antigen-specific T lymphocyte responses were detected through a gamma interferon (IFN-γ)-secreting ELISPOT assay (BD). Briefly, flat-bottom 96-well ELISPOT plate membranes were precoated with 10 μg/ml anti-IFN-γ monoclonal antibody (MAb) and incubated overnight at 4°C. After washing with PBS, the plates were blocked with culture medium for 1 h at 37°C. A total of 2.5 × 105 freshly isolated PBMCs from donors in 100 μl RPMI 1640 supplemented with 10% FBS were seeded in each well. For the detection of in vitro-cultured T cell lines, 2.5 × 104 cells were added to each well. To stimulate the effector cells, individual peptides or peptide pools diluted in 100 μl RPMI 1640 supplemented with 10% FBS were added to each well and incubated at 37°C in 5% CO2 for 18 h. Phytohemagglutinin (PHA) was added as a positive control for nonspecific stimulation. Cells incubated with medium alone were employed as a negative control that produced less than five spots in 90% of the experiments. Finally, the cells were removed, and the plates were processed according to the manufacturer's instructions. The colored spots, which represent epitope-specific T cells, were counted and analyzed using an automatic ELISPOT reader. The response was considered positive when the number of spot-forming cells (SFCs) in the target well was more than 5 and twice the number in the negative control well without stimulator.
Intracellular cytokine staining and flow cytometry.
After in vitro culture, T cell lines were rested for 2 h and then stimulated with a specific peptide pool (5 μg/ml for each peptide) or individual peptide (10 μg/ml) for 2 h and incubated with Golgistop/monesin (BD Bioscience) for an additional 4 h at 37°C in 5% CO2. Unstimulated or PHA-stimulated cells were included as negative and positive controls, respectively. Then, the cells were harvested and stained with anti-CD3 phycoerythrin (PE) and anti-CD8 FITC surface markers. The cells were subsequently fixed and permeabilized in permeabilizing buffer (BD Bioscience) and stained with anti-IFN-γ PE-Cy7 (BD Bioscience). All the fluorescent lymphocytes were gated on a FACSCalibur flow cytometer (BD Bioscence).
Refolding of peptides with HLA heavy chain and β2m.
HLA-A*2402 or HLA-A*1101 heavy chain and β2m were overexpressed in Escherichia coli as inclusion bodies and subsequently refolded in vitro in the presence of a high concentration of peptide, as described previously (41, 44, 47, 80). Briefly, the dissolved HLA heavy chain and β2m inclusion body and peptides were diluted at a molar ratio of 1:1:3, respectively, in a refolding buffer (100 mM Tris-HCl, 400 mM l-arginine, 2 mM EDTA-Na, 5 mM glutathione [GSH] and 0.5 mM l-Glutathione oxidized [GSSG]). After 12 h of slow stirring at 4°C, the peptide–HLA-A complex was then concentrated and purified with Superdex 200 10/300 GL (GE Healthcare) chromatography. If the protein was prepared for crystal screening (HLA-A*2402), it was further purified on an ion-exchange Resource Q (GE Healthcare) column.
X-ray crystallography, structure determination, and refinement.
The concentration of refolded HLA-A*2402–peptide complexes was adjusted to 10 mg/ml in 20 mM Tris-HCl (pH 8.0) and 50 mM NaCl. Crystals were grown by the hanging drop vapor diffusion method at 18°C (45). Single HLA-A*2402–P21 complex crystals appeared in 0.2 M sodium nitrate and 20% (wt/vol) polyethylene glycol 3,350 within 6 days. Crystals of both peptides P27 and P28 complexed to HLA-A*2402 grew in 0.1 M Bis-Tris (pH 5.5) and 10% (wt/vol) polyethylene glycol 3,350. For cryoprotection, crystals were transferred to reservoir solutions containing 20% glycerol. Crystallographic data were collected at 100 K in house on a Rigaku MicroMax007 rotating-anode X-ray generator with a Cu target operated at 40 kV and 20 mA equipped with an R-Axis VII++ image plate detector at a wavelength of 1.5418 Å. The data were indexed and scaled using DENZO and the HKL2000 software package. The structures were determined using molecular replacement with the program CNS (9a). The model used was the structure of Protein Data Bank (PDB) code 3I6L; extensive model building was performed by hand using COOT, and restrained refinement was performed using REFMAC5 (15a, 55a). The stereochemical quality of the final model was assessed with the program PROCHECK (36a). Structure-related figures were generated using PyMOL (http://www.pymol.org/).
Statistical analysis.
The null hypothesis proposed that tested parameters in different HLA supertype-restricted individuals would not differ significantly from each other. Differences in mean values were evaluated for statistical significance (P <0.05 or <0.01) by Student's two-tailed t test. Data were assembled and statistically calculated on a computerized spreadsheet program (Excel; Microsoft Corp.).
Protein structure accession numbers.
The coordinates and structure factors of peptides P21, P27, and P28 complexed to HLA-A*2402 have been deposited in the PDB under accession numbers 4F7M, 4F7P, and 4F7T, respectively.
RESULTS
Selection of potential HLA-A24-restricted epitope peptides from 2009 pH1N1 virus and the establishment of an HLA-A24 peptide pool.
To evaluate the CTL responses specific to influenza A virus in the HLA-A24+ population, we performed genome-wide screening of HLA-A*2402-restricted epitopes derived from the 2009 pH1N1. Based on software prediction, 34 8-mer to 11-mer candidate peptides with high estimated half-time dissociation were selected and synthesized for further identification (Table 1). Compared to the seasonal H1N1 influenza A virus (A/Brisbane/59/2007), half of the candidate peptides (17/34) were completely conserved (Table 1). This conservation rate corresponds to a previous analysis of the T cell epitopes contained in 2009 pH1N1 (15). To evaluate the overall influenza A virus-specific CTL response among the HLA-A24+ population during the pandemic in 2009 and 2010, all of the candidate peptides were mixed together at equal concentrations to construct a peptide pool specific to 2009 pH1N1 and restricted by HLA-A24.
Influenza virus peptide pool-specific CTL responses among HLA-A24+ donors and high-level cross-responses in HLA-A11+ donors.
Freshly isolated PBMCs from 19 donors were tested for CTL responses against the HLA-A24 peptide pool by using ELISPOT assays. The results revealed that the peptide pool could be recognized in six out of eight HLA-A24+ subjects (Fig. 1) (with a mean response of 145 SFCs/106 PBMCs among the six donors). The highest response was detected in donor a-8 (551 SFCs/106 PBMCs), which corresponded to the donor also having the highest 2009 pH1N1-specific antibody level among all of the subjects.
Fig 1.
Cross-T cell responses among HLA-A24+ and -A11+ donors against the HLA-A24-restricted 2009 pH1N1 peptide pool. Nineteen subjects from Beijing, China, were tested for T cell responses against the HLA-A24-restricted peptide pool derived from the 2009 pH1N1 virus. The subjects were divided into three groups according to their HLA alleles. A24−/A11− indicates HLA-24- and HLA-11-double-negative donors. A24−/A11+ represents HLA-A11-positive but HLA-A24-negative donors. A24+ denotes HLA-A24-positive donors, including HLA-A24 homozygotes and HLA-A24/HLA-A11-double-positive donors. One symbol represents the average response of one individual donor reacting to the peptide pools from five or six independent tests, with the standard deviations represented by the error bars. The top and bottom of each rectangular box denotes the SE of each group of HLA alleles, with the median shown inside the box. The thick line inside the box represents the average responses of the group. **, P < 0.01, and *, P < 0.05 for the statistically significant differences.
Additionally, we found that the responses against the peptide pool in two of the HLA-A24-negative (HLA-A24−) individuals were also very strong. Further analysis of the HLA alleles of these donors revealed that both of them were HLA-A11 positive (see Table S1 in the supplemental material). One of them was HLA-A11 homozygous (donor a-5), and the other was an HLA-A01/HLA-A11 heterozygote (donor a-13). Further, there were no HLA alleles in common at the HLA-B loci for these donors. Thus, we speculated that the peptides in the pool were likely cross-recognized by the HLA-A11 allele. Further analysis revealed that the peptide pool-specific T cells among all the HLA-A11 donors (209 ± 150 SFCs/106 PBMCs) were much more numerous than those among the HLA-A24− and HLA-11− donors (16 ± 15 SFCs/106 PBMCs) (P < 0.01) (Fig. 1).
Identification of the antigenic peptides in the influenza virus peptide pool.
To further identify the individual peptides in the pool that could prime CD8+ T cell responses in HLA-A24+ donors and define the epitopes cross-recognized by HLA-A11+ donors, we evaluated the HLA-binding affinity and the CTL-specific antigenicity of the individual peptides in the pool. First, we performed an HLA stabilization assay to evaluate the binding affinities of the candidate peptides for HLA-A*2402 in vitro utilizing T2-A24 cells (47). Increased expression of HLA-A*2402 on the T2-A24 cell surface was detected when the cells were loaded with the high-affinity peptide. Fifteen of the pooled peptides enhanced cell surface HLA-A*2402 expression (FI > 1.5) compared to the other peptides, indicating higher binding affinity of these 15 peptides for HLA-A*2402 (Table 1).
To further evaluate the antigenicities of the peptides that had high HLA-A*2402 binding affinity, their capacity to stimulate IFN-γ secretion in the PBMCs from the HLA-A24+ donors was tested in vitro using the peptide pool-specific T cell lines. PBMCs collected from HLA-A24+ subjects were stimulated in the presence of the peptide pool and IL-2. On the 10th day, individual peptide-specific induction of IFN-γ was detected by ELISPOT assays. Generally, five (P4, P6, P14, P21, and P28) of the 15 high HLA-A*2402 binding affinity peptides could be recognized by the peptide pool-stimulated T cell lines (Fig. 2). The results demonstrated that distinct levels of IFN-γ production were detected in cell lines from different HLA-A24+ donors. The variability of the response levels under simulation by the peptides may reflect the different proliferation rates of the epitope-specific T cells in different individuals or the differences in the memory precursors and phenotypes of the influenza virus-specific T cells in different donors.
Fig 2.
Identification of functional individual HLA-A24-restricted epitopes in the pool. Using in vitro-expanded influenza A virus-specific CD8+ T cells, antigenic peptides within the HLA-A24 peptide pool were identified. Fifteen peptides with high HLA-A*2402 binding affinity were individually tested for their antigenicity. The peptides that induced specific IFN-γ secretion of the incubated CTLs from the HLA-A24+ donors are boxed. Taking the results for different individuals together, peptides P4, P6, P14, P21, and P28 were defined. The viral proteins from which the positive peptides were derived are shown under the names of the peptides with positive responses. The results for the individuals whose T cell responses displayed no differences among the 15 peptides are not shown. “Mock” represents a negative control in which the cells were incubated with medium alone. The results are representative of two independent experiments.
Among the five newly identified antigenic peptides, peptide P28 (RYGFVANF) was found to overlap the longer peptide P27 (FYRYGFVANF) in the peptide pool, which also has a typical HLA-A24 peptide motif. Thus, P27 was also used in the following experiments. In a parallel report recently, peptide P27 was determined to have CTL-specific immunogenicity with HLA-A24 restriction (2).
Conservation of the newly identified influenza virus-specific CTL epitopes.
Recent studies (3, 37) have focused on the conserved epitopes that can induce a broader T cell response against different subtypes of human influenza viruses. By comparing the corresponding sequences of the six peptides defined here among different subtypes of influenza A viruses (Table 2), we analyzed their conservation. Four peptides, P6, P21, P27, and P28, are highly conserved among all influenza A virus subtypes known to infect humans. Epitopes P4 and P14 are relatively variable compared to the other four epitopes. However, no variable site was observed in the positions of the anchor residues (P2 and Pc) of P4 and P14. With the same binding motifs, these two peptides from different viral subtypes may still be able to bind to the HLA-A24 heavy chain, as well. In conclusion, the conservation of these six epitopes may indicate their potential significance in influenza virus-specific T cell immunity evaluation and vaccine development for the HLA-A24+ population.
TABLE 2.
Alignment of identified CTL epitope peptides in different influenza A virus strains infecting humans
Strain | Sequencea |
|||||
---|---|---|---|---|---|---|
P4 | P6 | P14 | P21 | P27 | P28 | |
A/California/04/2009(H1N1) | TFHGAKEVSL | AYQKRMGVQM | PFERATVMAAF | LYASPQLEGF | FYRYGFVANF | RYGFVANF |
A/Brevig Mission/1/1918(H1N1) | ------- | ------- | ----I--- | ------- | ------- | ------ |
A/WSN/1933(H1N1) | -----IA- | ------- | --D-P-I--- | ------- | ------- | ------ |
A/Puerto Rico/8/34(H1N1) | -----I-- | ------- | --D-T---- | ------- | ------- | ------ |
A/Brisbane/59/2007(H1N1) | -----IA- | ------- | --DK--I--- | ------- | ------- | ------ |
A/Japan/305/1957(H2N2) | -----I-- | ------- | --DKP-I--- | ------- | ------- | ------ |
A/Hong Kong/16/1968(H3N2) | -----I-- | ------- | --DKP-I--- | ------- | ------- | ------ |
A/Viet Nam/1203/2004(H5N1) | ------- | ------- | ----I--- | ------- | ------- | ------ |
A/bar-headed goose/Qinghai/3/2005(H5N1) | ------- | ------- | ----I--- | ---S---- | ------- | ------ |
A/Hong Kong/1073/99(H9N2) | ------- | ------- | ---P-I--- | ------- | ------- | ------ |
The dashes represent residues that are identical to those in A/California/04/2009 H1N1 influenza A virus, while residues in other strains that differ from those in A/California/04/2009(H1N1) are shown.
Individual peptide-specific cross-responses among HLA-A24+ and HLA-A11+ donors by ex vivo evaluation.
The individual peptide-specific CD8+ T cells in the peripheral blood were also analyzed by utilizing freshly isolated PBMCs from HLA-A24+ donors. Different levels of specific CD8+ T cell responses against the six peptides (P4, P6, P14, P21, and P28, as well as P27) could be detected in the HLA-A24+ individuals, although none of the subjects could recognize all six peptides (Fig. 3A). The peptide P4-, P6-, P14-, and P21-specific CTL response ratio was 1 to 2 out of 4 detected HLA-A24+ subjects. In contrast, CTL responses to P27 and P28 were simultaneously detected in all four of the tested subjects, which may indicate the immunodominance of P27 and P28. Utilizing the intracellular cytokine staining assay, we further confirmed that P27- and P28-specific CD8+ T cells could be detected after in vitro expansion with an A24 peptide pool (Fig. 4). The high level of both P27- and P28-elicited IFN-γ-secreting cells among the CD8+ T cells of the HLA-A24+ donor also demonstrates the immunodominant roles of peptides P27 and P28.
Fig 3.
Evaluation of the cross-responses of the six individual antigenic peptides in HLA-A24+ and HLA-A11+ subjects. Freshly isolated PBMCs from HLA-A24+ and HLA-A11+ donors were used to evaluate the cross-CTL responses of the six newly identified HLA-A24-restricted peptides. (A) The ex vivo T cell responses against the six antigenic peptides and the peptide pool were tested in the PBMCs of HLA-A24+ donors. The results for donors whose PBMCs did not respond to the six peptides and the peptide pool are not shown. (B) Ex vivo cross-T cell responses against the six antigenic peptides and the peptide pool were tested in HLA-A11+ donors a-5 and a-13. (C) The cross-responses against the six antigenic peptides were tested using in vitro-expanded influenza A virus-specific CD8+ T cells of HLA-A11+ donor a-5 cocultured with the HLA-A24-restricted peptide pool. Positive responses of the peptides are marked with stars.
Fig 4.
Intracellular cytokine staining of identified peptide-specific T cells. PBMCs were cultured in the presence of the A24 peptide pool for 9 days to generate polyclonal T cell lines. T cell responses to the peptides were determined through intracellular staining of IFN-γ and analyzed by flow cytometry. The frequencies (percentages) of the A24 pool and immunodominant peptide P27- and P28-specific T cells in CD3+ CD8+ cells are shown in the upper right quadrant of each plot. Cells cultured with medium alone (Non peptide) were included as negative controls, while PHA stimulation was performed as a positive control. The results are representative of two independent experiments.
Considering the high level of T cell responses of the peptide pool among the HLA-A11+ donors, we attempted to identify the individual peptides among the six newly defined HLA-A24-restricted peptides that could be cross-recognized by HLA-A11+ donors. Ex vivo ELISPOT assays using the freshly isolated PBMCs from two HLA-A11+ donors (donor a-5 and donor a-13) revealed that peptide P21 could specifically stimulate IFN-γ production in these two donors (Fig. 3B). To investigate the small population of influenza virus-specific memory CD8+ T cells, PBMCs collected from donor a-5 were cultured for 10 days in the presence of the A24 peptide pool. The subsequent ELISPOT assays demonstrated that the expanded-peptide-pool-specific T cell lines could still recognize P21 (Fig. 3C). Additionally, P6-specific CD8+ T cells were also detected in the expanded CTL lines (Fig. 3C). This result indicated that P21 and P6 may be the major elements in the HLA-A24 peptide pool that trigger the cross-responses among the HLA-A11+ donors.
However, we found that the cross-reactive peptides P21 and P6 induce T cell responses among only a portion of HLA-A24+ individuals. This may indicate a subdominant role of the cross-reactive peptides. Moreover, we can conclude that cross-reactivity does not occur among all the identified peptides, including the immunodominant epitopes P27 and P28, which may reveal that the cross-reactivity is related to the intrinsic characteristics of different peptides.
Structural evidence of peptide presentation by HLA-A*2402 and HLA-A*1101.
The in vitro refolding of HLA-A*2402 heavy chain and β2m in the presence of peptide revealed that all six of the analyzed peptides aided in the formation of the HLA-A*2402–peptide complex (Fig. 5A) (47). We also performed the T2-A24 cell binding assay to evaluate the binding affinities of these six peptides for HLA-A*2402. The peptides enhanced cell surface HLA-A*2402 expression compared to the negative-control peptide, indicating a higher binding affinity for HLA-A*2402 (Fig. 5B). Peptide P27 also showed a moderate binding affinity to HLA-A*2402 in these further tests.
Fig 5.
Binding of the newly identified antigenic peptides to HLA-A*2402 molecules. Six newly defined antigenic peptides were tested for binding to HLA-A*2402. (A) The refolding results were analyzed by fast-performance liquid chromatography on a Superdex 200 10/300 GL gel filtration column that was calibrated with the standard protein marker, showing that the predicted molecular mass of the correctly refolded proteins is 45 kDa, coincident with the molecular mass of the HLA-A*2402 complex. (B) The HLA-A*2402 binding capabilities of the newly identified peptides were further determined by the T2-A24 cell binding assay. The distribution histograms of cell populations are presented, with different fluorescence intensities of HLA-A*2402 staining of T2-A24 cells cocultured with target peptides, PC (Nef138-10) and NC (Beta309). The results are representative of three independent experiments.
Subsequently, we determined the structures of P21, P27, and P28 complexed to HLA-A*2402 (Fig. 6A to C and Table 3), by which we clearly confirmed the typical HLA-A24-restricted presentation characteristics of these newly identified antigenic peptides. In these structures, the three peptides adopt the classical conformations of HLA-A*2402-restricted peptides. They use similar primary anchors (Tyr and Phe), which insert deeply into the B and F pockets of HLA-A*2402, respectively (Fig. 6D). The P21 peptide assumes a moderately bulged conformation, similar to previously observed peptide binding (47), with the side chains of residues Ser4, Pro5, Leu7, and Glu8 protruding into the solvent, which may play a potential role in T cell receptor (TCR) docking. The long side chain of Gln6 of peptide P21 points into the peptide binding groove of HLA-A*2402, which acts as a secondary anchor.
Fig 6.
Structures of P21, P27, and P28 complexed with HLA-A*2402. (A to C) Electron densities and overall conformations of the structurally defined peptides P21, P27, and P28. Simulated annealing omit maps (CNS) calculated for the three peptides are shown in blue at a contour of 1.0σ viewed in profile through the HLA-A24 α2 helix. The electron density map was constructed from model phases, omitting the peptide. The peptides are displayed as sticks (green for P21, purple for P27, and cyan for P28). (D) Side view of the superimposition of the three peptides. The primary anchors of the peptides in similar conformations are highlighted by red circles. (E) Top view of the superimposition of peptides P27 and P28. The solvent-exposed residues from P27 and P28 that have similar conformations are highlighted by blue circles.
TABLE 3.
X-ray data processing and refinement statistics
Parameter | Valuea |
||
---|---|---|---|
HLA-A*2402/P21 | HLA-A*2402/P27 | HLA-A*2402/P28 | |
Data collection statistics | |||
Space group | P21 | C2 | P1 |
Dimensions (Å) (a, b, c) | 74.3, 67.1, 87.7 | 162.1, 64.9, 50.2 | 52.8, 66.6, 70.4 |
Angles (°) (α, β, γ) | 90.0, 101.3, 90.0 | 90.0, 90.0, 90.0 | 97.7, 101.0, 111.8 |
Resolution (range) (Å) | 2.4 (2.40–2.49) | 1.9 (1.97–1.90) | 1.7 (1.76–1.70) |
Total no. of reflections | 136,055 | 161,092 | 293,677 |
No. of unique reflections | 33,184 | 40,273 | 88,993 |
Completeness (%) | 99.9 (99.8) | 97.9 (95.8) | 96.1 (93.8) |
I/σ | 9.1 (2.4) | 24.4 (2.4) | 25.5 (4.3) |
Rmerge (%)b | 18.0 (48.3) | 5.4 (51.2) | 4.5 (28.9) |
Refinement statistics | |||
Resolution (Å) | 2.4 | 1.9 | 1.7 |
Rwork (%)c | 23.9 | 18.5 | 19.6 |
Rfree (%) | 28.9 | 21.6 | 22.7 |
RMSd deviation from ideality | |||
Bond length (Å) | 0.004 | 0.005 | 0.005 |
Bond angles (°) | 0.708 | 0.914 | 0.912 |
Ramachandran plot quality | |||
Most favored (%) | 90.4 | 92.1 | 92.0 |
Additional allowed (%) | 8.5 | 7.6 | 7.5 |
Generously allowed (%) | 1.0 | 0.3 | 0.5 |
Disallowed (%) | 0 | 0 | 0 |
The numbers in parentheses refer to the number of structure factors used in the highest resolution shell.
Rmerge = ∑hkl∑i ∣ Ii − 〈I〉 ∣ ∑hkl∑iIi, where Ii is the observed intensity and 〈I〉 is the average intensity of multiple observations of symmetry-related reflections.
R = ∑hkl ∥Fobs∣ − k∣ Fcal ∣ ∣ /∑hkl ∣ Fobs, where Rfree is calculated for a randomly chosen 5% of reflections and Rwork is calculated for the remaining 95% of reflections used for structure refinement.
RMS, root mean square.
The structural determination of the two closely related peptides P27 and P28 complexed to HLA-A*2402 made it possible to elucidate the relatedness of these two overlapping immunodominant peptides. The structure of the HLA-A*2402–P27 complex demonstrated that the middle region of P27 may adopt a flexible conformation, because the structures of Gly5, Phe6, and Val7 of the peptide could not be determined due to their poor electron densities (Fig. 6B). The well-defined electron densities of peptide P28 complexed to HLA-A*2402 clearly show that the peptide assumes a flat conformation (Fig. 6C). Peptide P28 is a truncated form of P27, with 8 residues derived from the C terminus of P27. In P27, the N-terminal position 2 residue, Tyr, is embedded in the B pocket, and the position 4 residue, Tyr (position 2 in the P28 peptide), protrudes above the binding surface and would interact with the TCR. However, the three residues (Ala, Asn, and Phe) at the C termini of the two peptides adopt similar conformations.
Despite the different lengths of the overlapping peptides P27 and P28, they had correlated immunodominant antigenicities (i.e., robust responses in similar individuals) in the ex vivo detection of specific CTLs of HLA-A24+ donors (Fig. 3A). The structural analysis of the two peptide complexes with HLA-A*2402 also indicated that the structures of the two peptides correlate with each other. First, the conformations of the solvent-exposed residues with well-defined electron densities of P27 are similar to the exposed residues of P28, especially Tyr4 of P27 versus Phe4 of P28 and Asn9 of P27 versus Asn7 of P27 (Fig. 6E). Second, the extremely flexible conformation of P27 may allow the peptide to induce a diverse TCR repertoire that covers the P28-specific TCRs.
The cross-recognized peptides P6 and P21 also displayed some mild capability to bind to HLA-A*1101 in the refolding assay (P21 in Fig. 7A). Based on the HLA-A*1101 structure determined by previous studies and the HLA-A*2402–P21 structure determined here, we generated a structural model of the cross-recognized peptide P21 complexed with HLA-A*1101. The peptide binding groove of HLA-A*1101 accommodates the P21 peptide comfortably (Fig. 7B). Subsequently, we analyzed in detail the F pocket of the HLA-A*1101/P21 model, as the major distinct part of the peptide binding groove of HLA-A*2402 and HLA-A*1101 is located in the F pocket, which determined the different peptide motifs of the two alleles. Although the F pocket of HLA-A*1101 presents negatively charged static electricity due to residues D74, D77, and D116, the bulky side chain of Phe9 of P21 can still fit the large space in the F pocket of HLA-A*1101 well (Fig. 7C). The fit of the P21 peptide with the peptide binding groove, especially the F pocket of HLA-A*1101, might explain the moderate binding of P21 to HLA-A*1101.
Fig 7.
Structural model of cross-recognized peptide P21 binding to HLA-A*1101. (A) The cross-recognized peptide P21 was tested for its binding to HLA-A*1101 through a refolding assay using fast-performance liquid chromatography on a Superdex 200 10/300 GL gel filtration column. SDS-PAGE was used to analyze the proteins from the peak HLA complex gel filtration fractions. The results are representative of three independent experiments. (B) A structural model of P21 loaded in the peptide binding groove of HLA-A*1101 was generated through superposition of the structure of HLA-A*2402–P21 and the previously determined structure of HLA*1101 (PDB accession no. 1QVO) (40). Peptide P21 (green sticks) fits the binding groove (blue surface) of HLA-A*1101 well, and a typical M-shaped conformation of an HLA-A*1101-presented peptide is observed, with Gln6 as a secondary anchor residue. (C) The broad F pocket of HLA-A*1101 accommodates the C-terminal anchor Phe10 (green) of P21 well without any steric hindrance.
Cross-recognition of the HLA-A24 motif-specific peptide pool among A3 supertype-positive subjects.
Previous studies showed that a number of CTL epitopes derived from other pathogens (or tumors) can be cross-presented by different HLA alleles assigned to the same A3 supertype that share similar binding motifs, including HLA-A11, -A31, -A33, and -A30 (only A*3001 in our cohort) (42, 52, 70). Therefore, we hypothesized that the HLA-A24-restricted influenza A virus-specific epitopes recognized by HLA-A11+ subjects would also be cross-recognized in the context of whole A3 supertype alleles. A larger cohort including 77 healthy subjects from Jiangsu Province, China (see Table S2 in the supplemental material), was therefore recruited during the 2009 H1N1 pandemic to analyze their immune responses against the influenza virus peptide pool. The subjects were assigned to four major groups (Fig. 8): A24−/A3st− (A24 negative and A3 supertype allele negative), A24+/A3st−, A24+/A3st+, and A24−/A3st+. Four subgroups of the A3 supertype—HLA-A11-, -A33-, -A31-, and -A30-positive subjects in the A24−/A3st+ group—were also independently analyzed. In the four A24−/A3st+ subgroups, A3 supertype allele heterozygote subjects were assigned according to a priority order of HLA-A11, -A33, -A31, and -A*3001 to make sure that none of the subjects were assigned to different groups simultaneously and analyzed repeatedly.
Fig 8.
Cross-recognition of the A24-restricted peptide pool among A3 supertype allele subjects. Cross-responses against the A24-restricted peptide pool derived from 2009 pH1N1 were tested among A3 supertype donors, including HLA-A11, -A33, -A31, and -A30. A11+ indicates HLA-A11-positive and HLA-A24-negative donors, including those heterozygous for HLA-A11 and other alleles (A33, A31, and A30) from the HLA-A3 supertype. A33+ indicates HLA-A33-positive and HLA-A24-negative donors, including those heterozygous for HLA-A33 and other alleles (A31 and A30) from the HLA-A3 supertype. No A31/A30 heterozygotes were found. A cutoff of 20 SFCs per 106 PBMCs is shown as a gray line at the bottom, and the spots under the line were considered negative responses. **, P < 0.01, and *, P < 0.05 for the statistically significant differences. The top and bottom of each rectangular box indicate the SE, with the median shown inside the box. The bars extending from each box represent the 90th and 10th percentiles. The diamonds indicate the specific CD8+ T cell responses of the individual donors stimulated by the peptide pool. The thick line inside the box represents the average response of the group. The datum of each donor is from the mean value of duplicated wells in the ELISPOT assays.
As expected, the influenza virus-specific T cell responses in the HLA-A11+ group were much higher than the responses in the A24−/A3st− subjects (average, 75 SFCs/106 PBMCs compared to 8 SFCs/106 PBMCs; P < 0.05) (Fig. 8). The cross-responses against the influenza viruses were also observed in other alleles of the A3 supertype (104 SFCs/106 PBMCs for A31, 120 SFCs/106 PBMCs for A33, and 31 SFCs/106 PBMCs for A30; P < 0.05 or < 0.01). Statistical analysis of the T cell responses in the entire supertype revealed that the responses against the peptide pool in A24−/A3st+ (whole A3 supertype; average, 88 SFCs/106 PBMCs), A24+/A3st− (average, 144 SFCs/106 PBMCs), and A24+/A3st+ (average, 171 SFCs/106 PBMCs) donors were much higher than that in A24−/A3st− subjects (average, 8 SFCs/106 PBMCs; P < 0.05 or <0.01). This is strong evidence that influenza virus-specific cross-responses occur in the context of all A3 supertype alleles, including HLA-A11+ subjects. Although only two donors showed positive responses in the HLA-A31+ group (with one just over the cutoff of 20 SFCs/PBMC), the average T cell response of the group was significantly higher than that of the A24−/A3st− group. However, more donors with HLA-A31 and other uncommon A3 supertype alleles (e.g., A*6801) may be needed to confirm the conclusion.
Moreover, the ratios for the A24+ or A3st+ donors with positive responses within the cohort are higher than for the A24−/A3st− donors (9/14 for A24+/Ast3−, 11/13 for A24+/A3st+, 10/17 for A11+, 6/9 for A33+, 2/4 for A31+, 5/9 for the A30+ group, and 1/11 for A24−/A3st−). This is concordant with the analysis of the average response levels.
We also generated structural models of the cross-recognized peptide P21 complexed with HLA-A*0301 and HLA-A*6801 based on the previously determined structures of these two molecules and HLA-A*2402–P21 (82a). Similar to HLA-A*1101, the peptide binding grooves of HLA-A*0301 and HLA-A*6801 accommodate the P21 peptide well (see Fig. S1 in the supplemental material). Alignment of HLA-A*2402-presented P21 with the different peptides presented by A3 supertype alleles indicated similar conformations of P21 with HLA-A*1101- and HLA-A*6801-presented peptides (see Fig. S1). This may indicate a structural basis of cross-supertype presentation of the peptides by A24 and A3 supertype alleles.
DISCUSSION
Due to the high mutation rate of the influenza virus genome and its easy airborne transmission route, newly emerged drug resistance, and high fatality rate in some strains, the influenza virus remains a threat to human health (20, 25, 39). T cell epitopes play a pivotal role in anti-influenza virus-specific cellular immunity. Previous influenza virus-related T cell studies have identified epitopes with different HLA restrictions, including HLA-B27, HLA-B35, and HLA-A2 (3, 4, 6, 7, 10, 22). Furthermore, taking advantage of HLA-A*2402 transgenic mice, Ichihashi et al. observed that vaccination with conserved epitopes could provide efficient protection from lethal influenza virus challenge (33). Also, several HLA-A24-restricted epitopes derived from influenza virus are also identified in human studies (2, 3). However, in consideration of the high coverage of the HLA-A24 allele among the population worldwide, the number of identified HLA-A24-restricted epitopes is still limited. Thus, based on our previous T cell immunological studies of H5N1 influenza virus and SARS-CoV (46, 47, 65), we focused on evaluating 2009 pH1N1-specific cellular responses among the healthy population, mainly in an HLA-A24-restricted manner, during the 2009–2010 pandemic. Unexpected cross-responses against influenza A virus-specific epitopes among A24 and A3 supertype alleles were determined, and individual antigenic peptides with highly conserved sequences were identified, including cross-recognized peptides. These results widen our understanding of influenza A virus-specific cellular immunity and may prompt some new ideas for vaccine development.
Alexander et al. recently indentified a peptide (FYRYGFVANF), which in our study was named P27, as a conserved HLA-A24-restricted epitope (2). Our results additionally demonstrated that a truncated P27 peptide (P28) also resulted in a high response frequency among HLA-A24+ donors recovering from influenza virus infection and elicited large-scale T cell responses in each individual tested. This may indicate the immunodominance of these two conserved peptides derived from influenza A virus. Interestingly, the two epitopes always functioned simultaneously in the same donors. Moreover, the high-resolution structures of the two peptides complexed to HLA-A*2402 demonstrated that the peptides adopt correlated conformations when bound to the HLA-A24 heavy chain. This may indicate that these overlapping epitopes are presented by HLA-A*2402 in an interdependent manner (38, 48). To further determine the relationship between the antigenicities of P27 and P28, the peptide-specific TCR usages/repertoires of the two peptides should be explored.
Recent progress in influenza virus vaccine development by boosting CTL responses reflects the pivotal role of CTLs in anti-influenza virus immunity (5). Thus, the cross-recognition features of influenza virus-derived CTL epitopes may help in developing a more broadly applicable vaccine (48, 58). In our study, high cross-responses against the HLA-A24-restricted peptides derived from 2009 pH1N1 were detected in A3 supertype allele-positive donors, including HLA-A11, -A31, and -A33 donors, as well as -A30 (refer in particular to HLA-A*3001, which was grouped into the A3 supertype according to recent research [36], though it has been variously assigned to the A1, A24, and A3 supertypes in previous reviews [49]). A24 was more frequently expressed in Asian populations (25 to 50%) than in Caucasian and black populations (10 to 20%), while the A3 supertype allele-positive population constitutes nearly 50% of the Asian and 40% of the Caucasian populations (61). The A24 supertype is mainly dominated by HLA-A*2402 (>95%), while frequencies of A3 supertype alleles were more diversely distributed on HLA-A03 (mainly A*0301), -A11 (mainly A*1101), -A31 (mainly A*3101), -A33 (mainly A*3303), -A68 (A*6801), and -A30 (A*3001). In the 77-donor cohort of our study, 86% of the subjects could be assigned to the A24 or A3 supertype. The cross-recognition of influenza virus-derived peptides in HLA-A68 (<3% in the Chinese population [32]), was not tested due to the scarcity of donors with the allele. One HLA-A03+/HLA-A33+ donor, the only one who was HLA-A03+ (<10% in the Chinese population), is included in the HLA-A33 group. However, considering the broad existence of peptides cross-presented by members of the A3 supertype (42, 52, 70), our findings of cross-responses of influenza virus are likely a common phenomenon in the different alleles from the A3 supertype and HLA-A24. Interestingly, HLA-A24-restricted peptide P14 defined in our study has an overlapping sequence of 8 residues with a previously identified HLA-B7-restricted epitope, NP418-426 (14). The properties of the cross-allele presentation of P14 and NP418-426 by HLA-A24 and HLA-B7 may need exploration and may expand our understanding of the cross-reactivities of the peptides derived from influenza virus.
Previous studies demonstrated that optimal primary anchor residues in the N and/or C terminus of an epitope are crucial for the stability of the peptide-MHC complex (8, 27, 44, 57, 68). Further studies have indicated that MHC-peptide stability is closely related to the immunogenicity of the CTL response in vitro (9, 19, 38, 75, 76). The peptides presented by A24 and A3 supertype alleles may have an overlapping anchor residue at peptide position 2 that can accommodate an aromatic amino acid, e.g., Phe or Tyr. However, anchor residues at the C terminus of the peptide presented by A24 supertype alleles prefer Phe, Trp, or Leu, while A3 supertype alleles prefer Lys or Arg at this position. The major polymorphic residues between the A24 and A3 supertypes are located in the F pocket, which determines the different preferences for the C-terminal anchor residue. The cross-recognized peptides presented here (P6 and P21) lack the A3 supertype-restricted C-terminal anchor residue Lys or Arg. However, even in the absence of anchor residues, they evoked potent responses in A3 supertype-positive donors compared to A24−/A3st− donors. A refolding assay of a typical HLA-A*2402-restricted peptide (P21) with HLA-A*1101 resulted in a low complex yield, indicating that HLA-A*1101 can subtly bind to A*2402-restricted peptides. Therefore, cross-supertype responses may occur for HLA-A11 donors in vivo. Additionally, some reports demonstrate that other factors, such as similar efficiencies and precisions of peptide processing by the proteasome among different individuals, might also contribute to cross-allele T cell responses among the A24 and A3 supertype populations (29, 73, 82). Thus, the cross-reactivity may be correlated with the intrinsic characteristics of different peptides, which is indicated by the fact that the cross-reactivity occurs only in peptides P21 and P6 among the six newly identified antigenic peptides.
Although cross-responses exist, when we compared the number of responsive IFN-γ-producing cells specific to the peptide pool in the A24+/A3st− group with that in the A24−/A3st+ group (Fig. 8), we found that the magnitude of responses in the A24−/A3st+ group was lower than in the A24+/A3st− group (P < 0.05). This might indicate that the efficiency of priming the CTL response when cross-presented by “nonoriginal” HLA alleles (i.e., A3 supertype alleles) is lower than when presented by the “original” allele (A24). This can be partially explained by the relatively delicate binding of these peptides to A3 supertype alleles compared to A24 (Fig. 5 and 7). Another possible explanation is that not all HLA-A24-restricted peptides can be presented by A3 supertype HLAs. As indicated by our results, only peptides P6 and P21 can be recognized by A3 supertype donors, which may induce lower T cell responses only in comparison to those induced by 6 antigenic epitopes in HLA-A24 donors. Furthermore, the average ratio of the influenza virus-specific T cells among A24+/A3+ double-positive individuals is higher than among A24+ individuals, although this is without significance for immunodominance. This may indicate a combined effect of the cross-reactive epitopes in the A24+/A3+ double-positive donors. Further studies on the detailed mechanisms of cross-responses in the context of different HLA supertype alleles would benefit our understanding of epitope presentation and the design of epitope-based vaccines.
In conclusion, we evaluated the CTL responses against 2009 pH1N1 in an HLA-A24+ population using a rationally designed peptide pool and identified individual antigenic epitopes with highly conserved sequences. More importantly, we determined the cross-responses against influenza A virus-specific epitopes among A24 and A3 supertype alleles. Considering that A24-positive individuals together with A3 supertype allele-positive individuals constitute more than half of the population in China and other Asian countries (50, 51), the characterization of cross-recognized T cell epitopes may help to shed light on H1N1 influenza virus-specific T cell immunity in a broader population-based manner.
Supplementary Material
ACKNOWLEDGMENTS
This work was supported by the 973 Project of the China Ministry of Science and Technology (MOST) (no. 2011CB504703), the National Natural Science Foundation of China (NSFC) (no. 81070005/H104), and the China National Grand S&T Special Project (no. 2009ZX10004-201 and -305). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. G.F.G. is a leading principal investigator of the NSFC Innovative Research Group (grant no. 81021003).
We thank Jinghua Yan and Qun Yan from the Institute of Microbiology, Chinese Academy of Sciences, for their excellent suggestions and assistance during this study.
Footnotes
Published ahead of print 26 September 2012
Supplemental material for this article may be found at http://jvi.asm.org/.
REFERENCES
- 1. Alam S, Sant AJ. 2011. Infection with seasonal influenza virus elicits CD4 T cells specific for genetically conserved epitopes that can be rapidly mobilized for protective immunity to pandemic H1N1 influenza virus. J. Virol. 85:13310–13321 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Alexander J, et al. 2010. Identification of broad binding class I HLA supertype epitopes to provide universal coverage of influenza A virus. Hum. Immunol. 71:468–474 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Assarsson E, et al. 2008. Immunomic analysis of the repertoire of T-cell specificities for influenza A virus in humans. J. Virol. 82:12241–12251 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Bednarek MA, et al. 1991. The minimum peptide epitope from the influenza virus matrix protein. Extra and intracellular loading of HLA-A2. J. Immunol. 147:4047–4053 [PubMed] [Google Scholar]
- 5. Berthoud TK, et al. 2011. Potent CD8+ T-cell immunogenicity in humans of a novel heterosubtypic influenza A vaccine, MVA-NP+M1. Clin. Infect. Dis. 52:1–7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Boon AC, et al. 2004. Preferential HLA usage in the influenza virus-specific CTL response. J. Immunol. 172:4435–4443 [DOI] [PubMed] [Google Scholar]
- 7. Boon AC, et al. 2002. The magnitude and specificity of influenza A virus-specific cytotoxic T-lymphocyte responses in humans is related to HLA-A and -B phenotype. J. Virol. 76:582–590 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Bouvier M, Wiley DC. 1994. Importance of peptide amino and carboxyl termini to the stability of MHC class I molecules. Science 265:398–402 [DOI] [PubMed] [Google Scholar]
- 9. Brooks JM, Colbert RA, Mear JP, Leese AM, Rickinson AB. 1998. HLA-B27 subtype polymorphism and CTL epitope choice: studies with EBV peptides link immunogenicity with stability of the B27:peptide complex. J. Immunol. 161:5252–5259 [PubMed] [Google Scholar]
- 9a. Brunger AT, et al. 1998. Crystallography & NMR system: a new software suite for macromolecular structure determination. Acta Crystallogr. D Biol. Crystallogr. 54:905–921 [DOI] [PubMed] [Google Scholar]
- 10. Bui HH, Peters B, Assarsson E, Mbawuike I, Sette A. 2007. Ab and T cell epitopes of influenza A virus, knowledge and opportunities. Proc. Natl. Acad. Sci. U. S. A. 104:246–251 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Burrows SR, et al. 2003. Promiscuous CTL recognition of viral epitopes on multiple human leukocyte antigens: biological validation of the proposed HLA A24 supertype. J. Immunol. 171:1407–1412 [DOI] [PubMed] [Google Scholar]
- 12. Cao B, et al. 2009. Clinical features of the initial cases of 2009 pandemic influenza A (H1N1) virus infection in China. N. Engl. J. Med. 361:2507–2517 [DOI] [PubMed] [Google Scholar]
- 13. Chen GL, Lau YF, Lamirande EW, McCall AW, Subbarao K. 2011. Seasonal influenza infection and live vaccine prime for a response to the 2009 pandemic H1N1 vaccine. Proc. Natl. Acad. Sci. U. S. A. 108:1140–1145 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Cheuk E, et al. 2002. Human MHC class I transgenic mice deficient for H2 class I expression facilitate identification and characterization of new HLA class I-restricted viral T cell epitopes. J. Immunol. 169:5571–5580 [DOI] [PubMed] [Google Scholar]
- 15. De Groot AS, Ardito M, McClaine EM, Moise L, Martin WD. 2009. Immunoinformatic comparison of T-cell epitopes contained in novel swine-origin influenza A (H1N1) virus with epitopes in 2008–2009 conventional influenza vaccine. Vaccine 27:5740–5747 [DOI] [PubMed] [Google Scholar]
- 15a. Emsley P, Lohkamp B, Scott WG, Cowtan K. 2004. Features and development of coot. Acta Crystallogr. D Biol. Crystallogr. 66:486–501 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Epstein SL, et al. 2005. Protection against multiple influenza A subtypes by vaccination with highly conserved nucleoprotein. Vaccine 23:5404–5410 [DOI] [PubMed] [Google Scholar]
- 17. Fisman DN, et al. 2009. Older age and a reduced likelihood of 2009 H1N1 virus infection. N. Engl. J. Med. 361:2000–2001 [DOI] [PubMed] [Google Scholar]
- 18. Frahm N, et al. 2007. Extensive HLA class I allele promiscuity among viral CTL epitopes. Eur. J. Immunol. 37:2419–2433 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Gallimore A, et al. 1998. A protective cytotoxic T cell response to a subdominant epitope is influenced by the stability of the MHC class I/peptide complex and the overall spectrum of viral peptides generated within infected cells. Eur. J. Immunol. 28:3301–3311 [DOI] [PubMed] [Google Scholar]
- 20. Gao GF, Sun Y. 2010. It is not just AIV: from avian to swine-origin influenza virus. Sci. China Life Sci. 53:151–153 [DOI] [PubMed] [Google Scholar]
- 21. Garten RJ, et al. 2009. Antigenic and genetic characteristics of swine-origin 2009 A(H1N1) influenza viruses circulating in humans. Science 325:197–201 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Gianfrani C, Oseroff C, Sidney J, Chesnut RW, Sette A. 2000. Human memory CTL response specific for influenza A virus is broad and multispecific. Hum. Immunol. 61:438–452 [DOI] [PubMed] [Google Scholar]
- 23. Gras S, et al. 2010. Cross-reactive CD8+ T-cell immunity between the pandemic H1N1-2009 and H1N1-1918 influenza A viruses. Proc. Natl. Acad. Sci. U. S. A. 107:12599–12604 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Guan Y, et al. 2010. The emergence of pandemic influenza viruses. Protein Cell 1:9–13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Guan Z, et al. 2010. Interaction of Hsp40 with influenza virus M2 protein: implications for PKR signaling pathway. Protein Cell 1:944–955 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Guo H, Santiago F, Lambert K, Takimoto T, Topham DJ. 2011. T cell-mediated protection against lethal 2009 pandemic H1N1 influenza virus infection in a mouse model. J. Virol. 85:448–455 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Guo HC, et al. 1992. Different length peptides bind to HLA-Aw68 similarly at their ends but bulge out in the middle. Nature 360:364–366 [DOI] [PubMed] [Google Scholar]
- 28. Heiny AT, et al. 2007. Evolutionarily conserved protein sequences of influenza A viruses, avian and human, as vaccine targets. PLoS One 2:e1190 doi:10.1371/journal.pone.0001190 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Hildebrand WH, et al. 2002. HLA class I polymorphism has a dual impact on ligand binding and chaperone interaction. Hum. Immunol. 63:248–255 [DOI] [PubMed] [Google Scholar]
- 30. Hillaire ML, et al. 2011. Characterization of the human CD8 T cell response following infection with 2009 pandemic influenza H1N1 virus. J. Virol. 85:12057–12061 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Hillaire ML, et al. 2011. Cross-protective immunity against influenza pH1N1 2009 viruses induced by seasonal influenza A (H3N2) virus is mediated by virus-specific T-cells. J. Gen. Virol. 92:2339–2349 [DOI] [PubMed] [Google Scholar]
- 32. Hong W, et al. 2007. HLA class I polymorphism in Mongolian and Hui ethnic groups from Northern China. Hum. Immunol. 68:439–448 [DOI] [PubMed] [Google Scholar]
- 33. Ichihashi T, Yoshida R, Sugimoto C, Takada A, Kajino K. 2011. Cross-protective peptide vaccine against influenza A viruses developed in HLA-A*2402 human immunity model. PLoS One 6:e24626 doi:10.1371/journal.pone.0024626 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Ikeda-Moore Y, et al. 1997. Identification and characterization of multiple HLA-A24-restricted HIV-1 CTL epitopes: strong epitopes are derived from V regions of HIV-1. J. Immunol. 159:6242–6252 [PubMed] [Google Scholar]
- 35. Iorio AM, et al. 2012. Influenza viruses and cross-reactivity in healthy adults: humoral and cellular immunity induced by seasonal 2007/2008 influenza vaccination against vaccine antigens and 2009 A(H1N1) pandemic influenza virus. Vaccine 30:1617–1623 [DOI] [PubMed] [Google Scholar]
- 36. Lamberth K, et al. 2008. The peptide-binding specificity of HLA-A*3001 demonstrates membership of the HLA-A3 supertype. Immunogenetics 60:633–643 [DOI] [PubMed] [Google Scholar]
- 36a. Laskowski RA, Macarthur MW, Moss DS, Thornton JM. 1993. Procheck - a program to check the stereochemical quality of protein structures. J. Appl. Crystallogr. 26:283–291 [Google Scholar]
- 37. Lee LY, et al. 2008. Memory T cells established by seasonal human influenza A infection cross-react with avian influenza A (H5N1) in healthy individuals. J. Clin. Invest. 118:3478–3490 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Levitsky V, Zhang QJ, Levitskaya J, Masucci MG. 1996. The life span of major histocompatibility complex-peptide complexes influences the efficiency of presentation and immunogenicity of two class I-restricted cytotoxic T lymphocyte epitopes in the Epstein-Barr virus nuclear antigen 4. J. Exp. Med. 183:915–926 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Lewis DB. 2006. Avian flu to human influenza. Annu. Rev. Med. 57:139–154 [DOI] [PubMed] [Google Scholar]
- 40. Li L, Bouvier M. 2004. Structures of HLA-A*1101 complexed with immunodominant nonamer and decamer HIV-1 epitopes clearly reveal the presence of a middle, secondary anchor residue. J. Immunol. 172:6175–6184 [DOI] [PubMed] [Google Scholar]
- 41. Li X, et al. 2011. Two distinct conformations of a rinderpest virus epitope presented by bovine major histocompatibility complex class I N*01801: a host strategy to present featured peptides. J. Virol. 85:6038–6048 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Lichterfeld M, et al. 2006. T cell receptor cross-recognition of an HIV-1 CD8+ T cell epitope presented by closely related alleles from the HLA-A3 superfamily. Int. Immunol. 18:1179–1188 [DOI] [PubMed] [Google Scholar]
- 43. Lillie PJ, et al. 2012. Preliminary assessment of the efficacy of a T-cell-based influenza vaccine, MVA-NP+M1, in humans. Clin. Infect. Dis. 55:19–25 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Liu J, et al. 2011. Diverse peptide presentation of rhesus macaque major histocompatibility complex class I mamu-a*02 revealed by two peptide complex structures and insights into immune escape of simian immunodeficiency virus. J. Virol. 85:7372–7383 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Liu J, et al. 2012. Crystal structure of cell adhesion molecule nectin-2/CD112 and Its binding to immune receptor DNAM-1/CD226. J. Immunol. 188:5511–5520 [DOI] [PubMed] [Google Scholar]
- 46. Liu J, et al. 2010. The membrane protein of severe acute respiratory syndrome coronavirus acts as a dominant immunogen revealed by a clustering region of novel functionally and structurally defined cytotoxic T-lymphocyte epitopes. J. Infect. Dis. 202:1171–1180 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Liu J, et al. 2010. Novel immunodominant peptide presentation strategy: a featured HLA-A*2402-restricted cytotoxic T-lymphocyte epitope stabilized by intrachain hydrogen bonds from severe acute respiratory syndrome coronavirus nucleocapsid protein. J. Virol. 84:11849–11857 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Liu J, Zhang S, Tan S, Zheng B, Gao GF. 2011. Revival of the identification of cytotoxic T-lymphocyte epitopes for immunological diagnosis, therapy and vaccine development. Exp. Biol. Med. (Maywood) 236:253–267 [DOI] [PubMed] [Google Scholar]
- 49. Lund O, et al. 2004. Definition of supertypes for HLA molecules using clustering of specificity matrices. Immunogenetics 55:797–810 [DOI] [PubMed] [Google Scholar]
- 50. McMichael AJ, Gotch FM, Noble GR, Beare PA. 1983. Cytotoxic T-cell immunity to influenza. N. Engl. J. Med. 309:13–17 [DOI] [PubMed] [Google Scholar]
- 51. Middleton D, Menchaca L, Rood H, Komerofsky R. 2003. New allele frequency database: http://www.allelefrequencies.net. Tissue Antigens 61:403–407 [DOI] [PubMed] [Google Scholar]
- 52. Mohamed ER, et al. 2009. Capability of SART3(109-118) peptide to induce cytotoxic T lymphocytes from prostate cancer patients with HLA class I-A11, -A31 and -A33 alleles. Int. J. Oncol. 34:529–536 [PubMed] [Google Scholar]
- 53. Mongkolsapaya J, et al. 2006. T cell responses in dengue hemorrhagic fever: are cross-reactive T cells suboptimal? J. Immunol. 176:3821–3829 [DOI] [PubMed] [Google Scholar]
- 54. Mullbacher A, Lobigs M, Alsharifi M, Regner M. 2006. Cytotoxic T-cell immunity as a target for influenza vaccines. Lancet Infect. Dis. 6:255–256 [DOI] [PubMed] [Google Scholar]
- 54a. Murshudov GN, Vagin AA, Dodson EJ. 1997. Refinement of macromolecular structures by the maximum-likelihood method. Acta Crystallogr. D Biol. Crystallogr. 53:240–255 [DOI] [PubMed] [Google Scholar]
- 55. Neumann G, Noda T, Kawaoka Y. 2009. Emergence and pandemic potential of swine-origin H1N1 influenza virus. Nature 459:931–939 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55a. Otwinoski ZM, Minor W. 1997. Processing of X-ray diffraction data collected in oscillation mode. Methods Enzymol. 276:307. [DOI] [PubMed] [Google Scholar]
- 56. Parker KC, Bednarek MA, Coligan JE. 1994. Scheme for ranking potential HLA-A2 binding peptides based on independent binding of individual peptide side-chains. J. Immunol. 152:163–175 [PubMed] [Google Scholar]
- 57. Parker KC, et al. 1992. Sequence motifs important for peptide binding to the human MHC class-I molecule, Hla-A2. J. Immunol. 149:3580–3587 [PubMed] [Google Scholar]
- 58. Purcell AW, McCluskey J, Rossjohn J. 2007. More than one reason to rethink the use of peptides in vaccine design. Nat. Rev. Drug Discov. 6:404–414 [DOI] [PubMed] [Google Scholar]
- 59. Schanen BC, et al. 2011. Coupling sensitive in vitro and in silico techniques to assess cross-reactive CD4(+) T cells against the swine-origin H1N1 influenza virus. Vaccine 29:3299–3309 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Scheible K, et al. 2011. CD8+ T cell immunity to 2009 pandemic and seasonal H1N1 influenza viruses. Vaccine 29:2159–2168 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61. Sette A, Sidney J. 1999. Nine major HLA class I supertypes account for the vast preponderance of HLA-A and -B polymorphism. Immunogenetics 50:201–212 [DOI] [PubMed] [Google Scholar]
- 62. Sidney J, et al. 1996. Definition of an HLA-A3-like supermotif demonstrates the overlapping peptide-binding repertoires of common HLA molecules. Hum. Immunol. 45:79–93 [DOI] [PubMed] [Google Scholar]
- 63. Soboleski MR, et al. 2011. Cold-adapted influenza and recombinant adenovirus vaccines induce cross-protective immunity against pH1N1 challenge in mice. PLoS One 6:e21937 doi:10.1371/journal.pone.0021937 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64. Sun K, Ye J, Perez DR, Metzger DW. 2011. Seasonal FluMist vaccination induces cross-reactive T cell immunity against H1N1 (2009) influenza and secondary bacterial infections. J. Immunol. 186:987–993 [DOI] [PubMed] [Google Scholar]
- 65. Sun Y, et al. 2010. Identification and structural definition of H5-specific CTL epitopes restricted by HLA-A*0201 derived from the H5N1 subtype of influenza A viruses. J. Gen. Virol. 91:919–930 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66. Sun Y, et al. 2010. In silico characterization of the functional and structural modules of the hemagglutinin protein from the swine-origin influenza virus A (H1N1)-2009. Sci. China Life Sci. 53:633–642 [DOI] [PubMed] [Google Scholar]
- 67. Takedatsu H, et al. 2004. Identification of peptide vaccine candidates sharing among HLA-A3+, -A11+, -A31+, and -A33+ cancer patients. Clin. Cancer Res. 10:1112–1120 [DOI] [PubMed] [Google Scholar]
- 68. Takiguchi M, Matsuda T, Tomiyama H. 2000. Polarity of the P1 anchor residue determines peptide binding specificity between HLA-A*3101 and HLA-A*3303. Tissue Antigens 56:501–506 [DOI] [PubMed] [Google Scholar]
- 69. Terasaki Y, et al. 2009. An HLA-A3-binding prostate acid phosphatase-derived peptide can induce CTLs restricted to HLA-A2 and -A24 alleles. Cancer Immunol. Immunother. 58:1877–1885 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70. Threlkeld SC, et al. 1997. Degenerate and promiscuous recognition by CTL of peptides presented by the MHC class I A3-like superfamily: implications for vaccine development. J. Immunol. 159:1648–1657 [PubMed] [Google Scholar]
- 71. Townsend AR, Skehel JJ. 1982. Influenza A specific cytotoxic T-cell clones that do not recognize viral glycoproteins. Nature 300:655–657 [DOI] [PubMed] [Google Scholar]
- 72. Townsend AR, Skehel JJ. 1984. The influenza A virus nucleoprotein gene controls the induction of both subtype specific and cross-reactive cytotoxic T cells. J. Exp. Med. 160:552–563 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73. Turnquist HR, et al. 2000. HLA-B polymorphism affects interactions with multiple endoplasmic reticulum proteins. Eur. J. Immunol. 30:3021–3028 [DOI] [PubMed] [Google Scholar]
- 74. Ueno T, Tomiyama H, Takiguchi M. 2002. Single T cell receptor-mediated recognition of an identical HIV-derived peptide presented by multiple HLA class I molecules. J. Immunol. 169:4961–4969 [DOI] [PubMed] [Google Scholar]
- 75. Valkenburg SA, et al. 2011. Immunity to seasonal and pandemic influenza A viruses. Microbes Infect. 13:489–501 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76. van der Burg SH, Visseren MJ, Brandt RM, Kast WM, Melief CJ. 1996. Immunogenicity of peptides bound to MHC class I molecules depends on the MHC-peptide complex stability. J. Immunol. 156:3308–3314 [PubMed] [Google Scholar]
- 77. Wei CJ, et al. 2010. Cross-neutralization of 1918 and 2009 influenza viruses: role of glycans in viral evolution and vaccine design. Sci. Transl. Med. 2:24ra21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78. Weinfurter JT, et al. 2011. Cross-reactive T cells are involved in rapid clearance of 2009 pandemic H1N1 influenza virus in nonhuman primates. PLoS Pathog. 7:e1002381 doi:10.1371/journal.ppat.1002381 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79. Wilkinson TM, et al. 2012. Preexisting influenza-specific CD4+ T cells correlate with disease protection against influenza challenge in humans. Nat. Med. 18:274–280 [DOI] [PubMed] [Google Scholar]
- 80. Xuan C, et al. 2011. Structural vaccinology: structure-based design of influenza A virus hemagglutinin subtype-specific subunit vaccines. Protein Cell 2:997–1005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81. Yap KL, Ada GL, McKenzie IF. 1978. Transfer of specific cytotoxic T lymphocytes protects mice inoculated with influenza virus. Nature 273:238–239 [DOI] [PubMed] [Google Scholar]
- 82. Zernich D, et al. 2004. Natural HLA class I polymorphism controls the pathway of antigen presentation and susceptibility to viral evasion. J. Exp. Med. 200:13–24 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82a. Zhang S, et al. 2011. Structural basis of cross-allele presentation by HLA-A*0301 and HLA-A*1101 revealed by two HIV-derived peptide complexes. Mol. Immunol. 49:395–401 [DOI] [PubMed] [Google Scholar]
- 83. Zhang W, et al. 2010. Crystal structure of the swine-origin A (H1N1)-2009 influenza A virus hemagglutinin (HA) reveals similar antigenicity to that of the 1918 pandemic virus. Protein Cell 1:459–467 [DOI] [PMC free article] [PubMed] [Google Scholar]
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