Abstract
Although antibody escape is observed in emerging severe acute respiratory syndrome coronavirus 2 variants, T cell escape, especially after the global circulation of BA.2.86/JN.1, is unexplored. Here we demonstrate that T cell evasion exists in epitope hotspots spanning BA.2.86/JN.1 mutations. The newly emerging Q229K at this conserved nucleocapsid protein site impairs HLA-A2 epitope hotspot recognition. The association between HLA-A24 convalescents and T cell immune escape points to the spike (S) protein epitope S448–456NYNYLYRLF, with multiple mutations from Delta to JN.1, including L452Q, L452R, F456L, N450D and L452W, and N450D, L452W and L455S. A cliff drop of immune responses was observed for S448–456NYNYRYRLF (Delta/BA.5.2) and S448–456NYDYWYRSF (JN.1), but with immune preservation of S448–456NYDYWYRLF (BA.2.86). Structural analyses showed that hydrophobicity exposure determines the pronounced escape of L452R and L455S mutants, which was further confirmed by T cell receptor binding. This study highlights the characteristics and molecular mechanisms of the T cell immune escape for JN.1 and provides new insights into understanding the dominant circulation of variants, from the viewpoint of cytotoxic T cell evasion.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$32.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to the full article PDF.
USD 39.95
Prices may be subject to local taxes which are calculated during checkout







Similar content being viewed by others
Data availability
The GenBank accession numbers used are listed in the ‘Sequence analysis’ section. Source data are provided with this paper.
References
WHO COVID-19 Dashboard (World Health Organization, 2024); https://covid19.who.int/
Wang, Q. et al. Alarming antibody evasion properties of rising SARS-CoV-2 BQ and XBB subvariants. Cell 186, 279–286.e8 (2023).
Tracking of hCoV-19 Variants (GISAID, 2024); https://gisaid.org/hcov19-variants/
Cao, Y. et al. BA.2.12.1, BA.4 and BA.5 escape antibodies elicited by Omicron infection. Nature 608, 593–602 (2022).
Alam, M. S. Insight into SARS-CoV-2 Omicron variant immune escape possibility and variant independent potential therapeutic opportunities. Heliyon 9, e13285 (2023).
Emmelot, M. E. et al. SARS-CoV-2 Omicron BA.4/BA.5 mutations in spike leading to T cell escape in recently vaccinated individuals. Viruses 15, 101 (2022).
Hamelin, D. J. et al. The mutational landscape of SARS-CoV-2 variants diversifies T cell targets in an HLA-supertype-dependent manner. Cell Syst. 13, 143–157.e3 (2022).
Stanevich, O. V. et al. SARS-CoV-2 escape from cytotoxic T cells during long-term COVID-19. Nat. Commun. 14, 149 (2023).
Zhang, H. et al. Profiling CD8+ T cell epitopes of COVID-19 convalescents reveals reduced cellular immune responses to SARS-CoV-2 variants. Cell Rep. 36, 109708 (2021).
Sette, A., Sidney, J. & Grifoni, A. Pre-existing SARS-2-specific T cells are predicted to cross-recognize BA.2.86. Cell Host Microbe 32, 19–24 (2024).
Müller, T. R. et al. Memory T cells effectively recognize the SARS-CoV-2 hypermutated BA.2.86 variant. Cell Host Microbe 32, 156–161 (2024).
Nesamari, R. et al. Post-pandemic memory T cell response to SARS-CoV-2 is durable, broadly targeted, and cross-reactive to the hypermutated BA.2.86 variant. Cell Host Microbe 32, 162–169 (2024).
Deng, S. et al. Structural insights into immune escape at killer T cell epitope by SARS-CoV-2 Spike Y453F variants. J. Biol. Chem. 300, 107563 (2024).
Sidney, J., Peters, B., Frahm, N., Brander, C. & Sette, A. HLA class I supertypes: a revised and updated classification. BMC Immunol. 9, 1 (2008).
Middleton, D. et al. HLA class I allele distribution of a Hong Kong Chinese population based on high-resolution PCR-SSOP typing. Tissue Antigens 63, 555–561 (2004).
Eisenberg, D., Schwarz, E., Komaromy, M. & Wall, R. Analysis of membrane and surface protein sequences with the hydrophobic moment plot. J. Mol. Biol. 179, 125–142 (1984).
Tsao, Y.-P. et al. HLA-A*0201 T cell epitopes in severe acute respiratory syndrome (SARS) coronavirus nucleocapsid and spike proteins. Biochem. Biophys. Res. Commun. 344, 63–71 (2006).
Ohno, S. et al. Synthetic peptides coupled to the surface of liposomes effectively induce SARS coronavirus-specific cytotoxic T lymphocytes and viral clearance in HLA-A*0201 transgenic mice. Vaccine 27, 3912–3920 (2009).
Nelde, A. et al. SARS-CoV-2-derived peptides define heterologous and COVID-19-induced T cell recognition. Nat. Immunol. 22, 74–85 (2021).
Szeto, C. et al. The presentation of SARS-CoV-2 peptides by the common HLA-A*02:01 molecule. iScience 24, 102096 (2021).
Choy, C. et al. SARS-CoV-2 infection establishes a stable and age-independent CD8+ T cell response against a dominant nucleocapsid epitope using restricted T cell receptors. Nat. Commun. 14, 6725 (2023).
Du, P. et al. The omicron BA.2.86 subvariant as a new serotype of SARS-CoV-2. Lancet Microbe 5, e516 (2024).
Yang, S. et al. Fast evolution of SARS-CoV-2 BA.2.86 to JN.1 under heavy immune pressure. Lancet Infect. Dis. 24, e70–e72 (2024).
He, Q. et al. Neutralization of EG.5, EG.5.1, BA.2.86, and JN.1 by antisera from dimeric receptor-binding domain subunit vaccines and 41 human monoclonal antibodies. Med 5, 401–413.e4 (2024).
Zhang, L. et al. SARS-CoV-2 BA.2.86 enters lung cells and evades neutralizing antibodies with high efficiency. Cell 187, 596–608.e17 (2024).
Qu, P. et al. Immune evasion, infectivity, and fusogenicity of SARS-CoV-2 BA.2.86 and FLip variants. Cell 187, 585–595.e6 (2024).
Wang, L. et al. Fusogenicity of SARS-CoV-2 BA.2.86 subvariant and its sensitivity to the prokaryotic recombinant EK1 peptide. Cell Discov. 10, 6 (2024).
Tarke, A. et al. Impact of SARS-CoV-2 variants on the total CD4+ and CD8+ T cell reactivity in infected or vaccinated individuals. Cell Rep. Med. 2, 100355 (2021).
Garcia-Valtanen, P. et al. SARS-CoV-2 Omicron variant escapes neutralizing antibodies and T cell responses more efficiently than other variants in mild COVID-19 convalescents. Cell Rep. Med. 3, 100651 (2022).
Quiñones-Parra, S. et al. Preexisting CD8+ T cell immunity to the H7N9 influenza A virus varies across ethnicities. Proc. Natl Acad. Sci. USA 111, 1049–1054 (2014).
Arrieta-Bolaños, E., Hernández-Zaragoza, D. I. & Barquera, R. An HLA map of the world: a comparison of HLA frequencies in 200 worldwide populations reveals diverse patterns for class I and class II. Front. Genet. 14, 866407 (2023).
Gonzalez-Galarza, F. F. et al. Allele frequency net database (AFND) 2020 update: gold-standard data classification, open access genotype data and new query tools. Nucleic Acids Res. 48, D783–D788 (2020).
Lu, S. et al. The SARS-CoV-2 nucleocapsid phosphoprotein forms mutually exclusive condensates with RNA and the membrane-associated M protein. Nat. Commun. 12, 502 (2021).
Kumar, A. et al. Characterization of nucleocapsid (N) protein from novel coronavirus SARS-CoV-2. Preprint at ResearchGate https://www.researchgate.net/publication/341671040 (2020).
Chaurasia, P. et al. Structural basis of biased T cell receptor recognition of an immunodominant HLA-A2 epitope of the SARS-CoV-2 spike protein. J. Biol. Chem. 297, 101065 (2021).
Nguyen, T. H. O. et al. CD8+ T cells specific for an immunodominant SARS-CoV-2 nucleocapsid epitope display high naive precursor frequency and TCR promiscuity. Immunity 54, 1066–1082 (2021).
Wang, X. et al. Nonconserved epitopes dominate reverse preexisting T cell immunity in COVID-19 convalescents. Signal Transduct. Target. Ther. 9, 160 (2024).
Swaminathan, S. et al. Ablation of CD8+ T cell recognition of an immunodominant epitope in SARS-CoV-2 Omicron variants BA.1, BA.2 and BA.3. Nat. Commun. 13, 6387 (2022).
Dolton, G. et al. Emergence of immune escape at dominant SARS-CoV-2 killer T cell epitope. Cell 185, 2936–2951.e19 (2022).
Liu, W. J. et al. Cross-immunity against avian influenza A(H7N9) virus in the healthy population is affected by antigenicity-dependent substitutions. J. Infect. Dis. 214, 1937–1946 (2016).
Chen, Y. et al. Structural definition of HLA class II-presented SARS-CoV-2 epitopes reveals a mechanism to escape pre-existing CD4+ T cell immunity. Cell Rep. 42, 112827 (2023).
Zhang, Y. et al. CD8+ T cell response-associated evolution of hepatitis B virus core protein and disease progress. J. Virol. 92, e02120-17 (2018).
Wang, Q. et al. Antibody evasion by SARS-CoV-2 Omicron subvariants BA.2.12.1, BA.4 and BA.5. Nature 608, 603–608 (2022).
Machkovech, H. M., Bedford, T., Suchard, M. A. & Bloom, J. D. Positive selection in CD8+ T cell epitopes of influenza virus nucleoprotein revealed by a comparative analysis of human and swine viral lineages. J. Virol. 89, 11275–11283 (2015).
Liu, J. et al. Biosafety and immunology: an interdisciplinary field for health priority. Biosaf. Health 6, 310–318 (2024).
Maness, N. J. et al. AIDS virus specific CD8+ T lymphocytes against an immunodominant cryptic epitope select for viral escape. J. Exp. Med. 204, 2505–2512 (2007).
Valkenburg, S. A. et al. Acute emergence and reversion of influenza A virus quasispecies within CD8+ T cell antigenic peptides. Nat. Commun. 4, 2663 (2013).
Wu, D. et al. Structural assessment of HLA-A2-restricted SARS-CoV-2 spike epitopes recognized by public and private T cell receptors. Nat. Commun. 13, 19 (2022).
Johnson, S. A. et al. Impact of HLA type, age and chronic viral infection on peripheral T cell receptor sharing between unrelated individuals. PLoS ONE 16, e0249484 (2021).
Saggau, C. et al. The pre-exposure SARS-CoV-2-specific T cell repertoire determines the quality of the immune response to vaccination. Immunity 55, 1924–1939 (2022).
Zhang, J. et al. One-year sustained cellular and humoral immunities in coronavirus disease 2019 (COVID-19) convalescents. Clin. Infect. Dis. 75, e1072–e1081 (2022).
Ji, W. et al. Salt bridge-forming residues positioned over viral peptides presented by MHC class I impacts T cell recognition in a binding-dependent manner. Mol. Immunol. 112, 274–282 (2019).
Liu, J. et al. Conserved epitopes dominate cross-CD8+ T cell responses against influenza A H1N1 virus among Asian populations. Eur. J. Immunol. 43, 2055–2069 (2013).
Li, M. et al. Long-lasting humoral and cellular memory immunity to vaccinia virus Tiantan provides pre-existing immunity against mpox virus in Chinese population. Cell Rep. 43, 113609 (2023).
Zhao, M. et al. Prolonged evolution of virus-specific memory T cell immunity after severe avian influenza A (H7N9) virus infection. J. Virol. 92, e01024-18 (2018).
Liu, J. et al. 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 (2010).
Zhou, M. et al. Screening and identification of severe acute respiratory syndrome-associated coronavirus-specific CTL epitopes. J. Immunol. 177, 2138–2145 (2006).
Lu, D. et al. KRAS G12V neoantigen specific T cell receptor for adoptive T cell therapy against tumors. Nat. Commun. 14, 6389 (2023).
Feng, L. et al. The parallel presentation of two functional CTL epitopes derived from the O and Asia 1 serotypes of foot-and-mouth disease virus and swine SLA-2*HB01: implications for universal vaccine development. Cells 11, 4017 (2022).
Acknowledgements
This work was supported by the National Key Research and Development Program of China (grant no. 2022YFC2604100 to J.L. and grant no. 2023YFC3041500 to J.L.), and the National Natural Science Foundation of China (grant no. 92269203 to J.L.). This work was also supported by the Center for Biosafety Mega-Science, Chinese Academy of Sciences and the User Experiment Assist System of Shanghai Synchrotron Radiation Facility. We thank Y. Chen, B. Zhou and Z. Yang (Institute of Biophysics, Chinese Academy of Sciences) for technical help with the Biacore experiments.
Author information
Authors and Affiliations
Contributions
J.L. and G.F.G. conceived and designed the study. R.S., J. Zhou, J.T., Y.Z., Yuanyuan Guo, Jie Zhang, B.Y. and M. Liu collected the samples. J.T., B.S., Yuanyuan Guo, Y. Hu, J.S., M.Y., P.G., M.H. and D.B. conducted the experiments. Y.Z., B.Y., Yaxin Guo, Y.W., Y. Han, Jianing Zhang, T.Z., X.S., X.Y., Z.X., Y.L., J.Q., Y.C., D.Z., K.L., S.T., R.S. and J. Zhou provided technical support and experimental assistance. J.T., B.S., Jianing Zhang, M. Li, Yuanyuan Guo, Y. Hu and J.L. analyzed and interpreted the data. J.T., B.S., J.Z., M. Li and J.L. wrote the initial draft of the paper. All authors contributed intellectually and approved the paper.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Immunology thanks Tao Dong, Katherine Kedzierska and Leo Swadling for their contribution to the peer review of this work. Primary Handling Editor: L. A. Dempsey, in collaboration with the Nature Immunology team.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Extended data
Extended Data Fig. 1 Identifying MHC I epitopes eliciting positive T cell responses in convalescents, related to Fig. 1.
Specific T cell responses were detected after in vitro culture of the PBMCs for 9 days under the stimulation of the prototype-derived MHC-I epitope pool. T cell responses against the 12 positive peptides including two HLA-A24/A2 epitopes hotspots were tested in donors infected with SARS-CoV-2 (n = 19) (Supplementary Table 1, 6 and 9). The results for donors whose PBMCs did not respond to the 12 peptides are not shown. The white represents the negative control, with the gray for the stimulated peptide. The x-axis displays donor IDs, which correspond to the individual samples analyzed in this study.
Extended Data Fig. 2 S1 peptide pool-specific T cell responses in the prototype group and XBB group, related to Fig. 2.
a, Cellular immunity to S1 protein of prototype and BA.2.12.1/BA.5.2 strains in 48 convalescents infected with the prototype strain (prototype group). Specific T cell responses were detected after in vitro culture of the PBMCs for 9 days under the stimulation of the prototype-derived S1 peptide pool. The prototype-derived S1 peptide pool-specific T cell responses and also the cross-reactivity to other different Omicron strains-derived S1 peptide pools were tested by using ELISpot assays. b. Comparison of T cell responses in populations with three HLA I supertypes (HLA-A24, HLA-A2, and HLA-A3) in the prototype group (n = 47, one sample excluded due to the HLA-A information unavailable). Escape value indicated the T cell responses of the prototype minus the T cell responses of BA.5.2 (Escape value = T cell response of prototype - T cell response of BA.5.2). c, Comparison of the cellular immunity to S1 protein responses between the prototype and BA.5.2 strain. Red (HLA-A24) and blue (non-HLA-A24) lines indicate T cell responses decreased by more than 20%. d. Comparison of T cell responses in populations with three HLA I supertypes (HLA-A24, HLA-A2, and HLA-A3) in 30 convalescents infected with the XBB strain (XBB group). Escape value indicated a percentage decline of the T cell responses, which is calculated as (T cell response of XBB - T cell response of BA.2.86) / T cell response of XBB. e. Comparison of T cell responses in populations with three HLA I supertypes (HLA-A24, HLA-A2, and HLA-A3) in the prototype group (n = 47). Escape value indicated a percentage decline of the T cell responses, which is calculated as (T cell response of prototype - T cell response of BA.5.2) / T cell response of prototype. The top and bottom of each rectangular box denote the interquartile range (IQR) of each group, with the median shown inside the box for panel a. Data are shown as mean ± s.e.m. for b, d, and e. A two-tailed Wilcoxon matched-pairs signed-rank test was used for a and c. A two-tailed Mann-Whitney U-test was used for b, d, and e. Abbreviation: SFCs, spot-forming cells.
Extended Data Fig. 3 Tetramer staining of S448-456, related to Fig. 4.
a, Gating strategy for tetramer staining. b, The tetramer staining of S448-456NYNYLYRLF (prototype), S448-456NYNYQYRLF (BA.2.12.1), and S448-456NYNYRYRLF (Delta/BA.5.2) from a BA.2.75-infected (the same as prototype epitope here) individual. And the tetramer+ T cells of S448-456 were further sorted for TCR screening.
Extended Data Fig. 4 Characterization of TCR repertoire specific to S448-456NYNYLYRLF and S448-456NYNYQYRLF.
PBMCs from an individual infected with BA.2.75 (conserved in the sequence of S448-456NYNYLYRLF as prototype) were in vitro cultured for 9-12 days. CD8+ T cell lines were stained with S448-456NYNYLYRLF- and S448-456NYNYQYRLF-tetramers, and tetramer+ cells were further single-cell sorted. The TCR repertoire was determined using multiplex PCR. a, Pie chart displays the combined TRAV (left) and TRBV (middle) usage of the S448-456NYNYLYRLF (prototype)-specific TCRs. b, Pie chart displays the combined TRAV (left) and TRBV (middle) usage of the S448-456NYNYQYRLF (BA.2.12.1) cross-recognized TCRs. Bubble plots showing the paired TCRs (right). c, Summary of CDR3α (left) and CDR3β (right) lengths for S448-456NYNYLYRLF (prototype)-specific TCR clonotypes. d, Summary of CDR3α (left) and CDR3β (right) lengths for S448-456NYNYQYRLF (BA.2.12.1)-cross-recognized TCR clonotypes. e. A Venn diagram displaying the TRAV/TRAJ/CDR3α and TRBV/TRBJ/CDR3β use of S448-456NYNYLYRLF- and S448-456NYNYQYRLF-specific TCRs in an individual recovered from BA.2.75. The numbers without parentheses represent the quantities of TRAV/TRAJ/CDR3α or TRBV/TRBJ/CDR3β types. The number ‘n’ inside parentheses represents the number of TCR clones, where the overlapping portion of the two circles on the left side indicates the number of shared clones for S448-456NYNYLYRLF, and on the right side, it indicates the number of shared clones for S448-456NYNYQYRLF. f. CDR3α and CDR3β analysis of the S448-456-specific CD8+ T cells. Analysis of the motifs of CDR3α (upper) and CDR3β (lower) sequences from distinct S448-456NYNYLYRLF- and S448-456NYNYQYRLF-specific CD8+ T cell clonotypes. CDR3α motifs for the most common lengths of 15, 16 and 17 amino acids long. CDR3β motifs for the most common lengths of 13 and 14 amino acids long.
Extended Data Fig. 5 The electronic density map of S448-456NYNYLYRLF (prototype)with its mutants and N222-230LLLDRLNKL (BA.2.86/JN.1).
The electronic density map of S448-456NYNYLYRLF (prototype) (a), S448-456NYNYQYRLF (BA.2.12.1) (b), S448-456NYNYRYRLF (Delta/BA.5.2) (c), S448-456NYNYLYRLL (EG.5.1) (d), S448-456NYDYWYRLF (BA.2.86) (e), S448-456NYDYWYRSF (JN.1) (f) and N222-230LLLDRLNKL (BA.2.86/JN.1) (g).
Supplementary information
Supplementary Information (download PDF )
Supplementary Tables 5–9.
Supplementary Tables 1–4 (download XLSX )
S/M/N/ORF1ab protein-derived potential HLA-I epitopes containing mutation sites in BA.2.86 and JN.1.
Supplementary Code 1 (download PDF )
8YZR_val-report-full-annotate_P1.
Supplementary Code 2 (download PDF )
8YZW_val-report-full-annotate_P1.
Supplementary Code 3 (download PDF )
8YZZ_val-report-full-annotate_P1.
Supplementary Code 4 (download PDF )
8Y05_val-report-full-annotate_P1.
Supplementary Code 5 (download PDF )
8Y06_val-report-full-annotate_P1.
Supplementary Code 6 (download PDF )
8Y07_val-report-full-annotate_P1.
Supplementary Code 7 (download PDF )
8Y08_val-report-full-annotate_P1.
Source data
Source Data Fig. 1 (download XLSX )
Statistical source data.
Source Data Fig. 2 (download XLSX )
Statistical source data.
Source Data Fig. 3 (download XLSX )
Statistical source data.
Source Data Fig. 4 (download XLSX )
Statistical source data.
Source Data Fig. 5 (download XLSX )
Statistical source data.
Source Data Fig. 7 (download XLSX )
Statistical source data.
Source Data Extended Data Fig. 1 (download XLSX )
Statistical source data.
Source Data Extended Data Fig. 2 (download XLSX )
Statistical source data.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Tian, J., Shang, B., Zhang, J. et al. T cell immune evasion by SARS-CoV-2 JN.1 escapees targeting two cytotoxic T cell epitope hotspots. Nat Immunol 26, 265–278 (2025). https://doi.org/10.1038/s41590-024-02051-0
Received:
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s41590-024-02051-0


