key: cord-0992058-19nhyffc
authors: Redd, Andrew D.; Nardin, Alessandra; Kared, Hassen; Bloch, Evan M.; Abel, Brian; Pekosz, Andrew; Laeyendecker, Oliver; Fehlings, Michael; Quinn, Thomas C.; Tobian, Aaron A. R.
title: Minimal Crossover between Mutations Associated with Omicron Variant of SARS-CoV-2 and CD8(+) T-Cell Epitopes Identified in COVID-19 Convalescent Individuals
date: 2022-03-01
journal: mBio
DOI: 10.1128/mbio.03617-21
sha: 592a4b6cb577e57b56eeff1680329b3f18362983
doc_id: 992058
cord_uid: 19nhyffc

There is a growing concern that ongoing evolution of SARS-CoV-2 could lead to variants of concern (VOC) that are capable of avoiding some or all of the multifaceted immune response generated by both prior infection or vaccination, with the recently described B.1.1.529 (Omicron) VOC being of particular interest. Peripheral blood mononuclear cell samples from PCR-confirmed, recovered COVID-19 convalescent individuals (n = 30) infected with SARS-CoV-2 in the United States collected in April and May 2020 who possessed at least one or more of six different HLA haplotypes were selected for examination of their anti-SARS-CoV-2 CD8(+) T-cell responses using a multiplexed peptide-major histocompatibility complex tetramer staining approach. This analysis examined if the previously identified viral epitopes targeted by CD8(+) T cells in these individuals (n = 52 distinct epitopes) are mutated in the newly described Omicron VOC (n = 50 mutations). Within this population, only one low-prevalence epitope from the Spike protein, restricted to two HLA alleles and found in 2/30 (7%) individuals, contained a single amino acid change associated with the Omicron VOC. These data suggest that virtually all individuals with existing anti-SARS-CoV-2 CD8(+) T-cell responses should recognize the Omicron VOC and that SARS-CoV-2 has not evolved extensive T-cell escape mutations at this time.

or vaccination (1) (2) (3) . Several of these variants of concern (VOC) have been identified throughout the pandemic and have been associated with large-scale waves of infection. To date, while several VOC have exhibited various levels of antibody resistance in vitro, vaccination, as well as previous infection by SARS-CoV-2, have been shown to maintain a significant level of protection against breakthrough or reinfections, especially in terms of preventing serious disease and mortality (4, 5) . However, the B.1.1.529/Omicron variant contains a greater number of mutations than previous VOC (6) . If the mutations in the Omicron VOC mediated resistance from any part of the anti-SARC-CoV-2 immune response, either from vaccination or infection, it could have consequences for efforts to contain the COVID-19 pandemic. The variant also has now been identified on every continent except Antarctica, suggesting it has significant transmission potential, similar to other VOC.

The majority of the mutations associated with the Omicron VOC are located in the Spike protein of the virus, presumably due to selection for evasion of antibody responses, and could have significant effects on the ability of preexisting antibodies to neutralize the virus, although to what extent this is the case has yet to be determined. It is also unknown how these mutations affect nonneutralizing binding antibody responses. While it is critical to determine the extent to which Omicron may or may not be susceptible to existing humoral responses, T-cell-associated immunity is, in general, significantly more difficult for viruses to overcome due to the broad and adaptable response generated in a given individual as well as the variety of HLA haplotypes between individuals.

A previous analysis by our group of CD8 1 T-cell responses to the original SARS-CoV-2 variant in convalescent individuals found a broad and varied immune response in virtually all patients examined, even in individuals with relatively low anti-SARS-CoV-2 antibody responses (1) . A subsequent analysis of these data found that mutations associated with the Alpha, Beta, and Gamma VOC had very minimal cross-over with the epitopes identified in this earlier study (1/52 epitopes affected), suggesting that the CD8 1 T-cell response from earlier infection most likely would be effective against the new variants (7). In this study, the mutations associated with Omicron VOC are examined in an identical manner.

The individuals examined in this study were primarily male (60%), and the blood samples were collected a median of 42.5 days (interquartile range, 37.5 to 48.0) from initial diagnosis (1). The patients were selected from the larger study population according to sample availability, and anti-SARS-CoV-2 IgG responses with 10 individuals were selected from each of three antibody tertiles (1, 3) . A total of 132 SARS-CoV-2specific CD8 1 T-cell responses were identified in these individuals, which corresponded to 52 unique epitopes found across the viral genome targeting both structural and nonstructural proteins.

Of the mutations associated with the Omicron variant (n = 50), only one in the Spike protein (T95I) overlapped a CD8 1 T-cell epitope (GVYFASTEK) identified in this population ( Fig. 1 ; see also Fig. S1 in the supplemental material). This epitope is restricted to HLA-A*03:01 and HLA-A*11:01, and T-cell reactivity was detected in two individuals, typed as HLA-A*03:01 and HLA-A*03:01/HLA-A*11:01, respectively (Tables S1 and S2) (8) . Despite the possibility of inducing T-cell responses against GVYFASTEK, presented on both alleles in one individual, this epitope represented a low-prevalence target in both of these individuals, making up 0.1% and a combined 0.3% of all CD8 1 T-cell responses in each individual (Table S3 ) (1) . In addition, this epitope was 1 of 5 and 1 of 8 of the anti-SARS-CoV-2 epitopes targeted by the two individuals, respectively (Table S3) .

For both HLA-A*03:01-and HLA-A*11:01-restricted epitopes, amino acids V in position two and L in position nine act as strong anchor residues. In addition, position seven, which is the location of the T95I mutation, can also contribute to HLA binding and, in fact, may be a preferred residue for this location (9, 10). Therefore, it is possible that the T95I mutation actually improves epitope binding. However, while binding to major histocompatibility complex class I (MHC-I) may not be detrimentally affected, it is unknown how the mutation would affect the ability of T-cell receptors selected against the original peptide to recognize the mutated peptide in the MHC.

This study demonstrates that despite the substantial number of mutations in the Omicron VOC, only one low-prevalence CD8 1 T-cell epitope from the Spike protein contained a single amino acid change. No other mutations were associated with previously identified epitopes. These data suggest that virtually all individuals with existing anti-SARS-CoV-2 CD8 1 T-cell responses should recognize the Omicron VOC and that SARS-CoV-2 has not evolved extensive T-cell escape mutations at this point.

There are several limitations in this study. The results are based on a relatively small sample size of individuals who were all from the United States. Additionally, we examined the CD8 1 T-cell responses in previously infected but not vaccinated individuals, and it is possible that the T-cell responses in the latter group are more limited and therefore more susceptible to escape. However, work examining T-cell responses from vaccinees has demonstrated a strong CD4 1 and CD8 1 T-cell response in these individuals, suggesting that similar trends should be seen in this population as well (2, 11) .

While it is unknown what specific immune response, or more likely, combination of responses, provides optimum protection against SARS-CoV-2 infection and COVID-19 disease, it almost certainly includes a broad and robust CD8 1 T-cell response. These data build on the previous analysis of the initial VOC and confirm that while SARS-CoV-2 has demonstrated a continued pattern of ongoing evolution, this has not resulted in any meaningful accumulation of CD8 1 T-cell escape mutations (7) . These data also suggest that existing CD8 1 T-cell responses from a previous SARS-CoV-2 infection, and most likely from vaccination, will still recognize the Omicron VOC and should provide a significant level of protection against COVID-19.

The detailed methods of the earlier two studies were published previously (1, 7) . In short, peripheral blood mononuclear cell (PBMC) samples from PCR-confirmed, recovered COVID-19 convalescent plasma donors collected in April and May 2020 in the Baltimore, MD, and Washington, DC, region who possessed at least one or more of six different HLA haplotypes (HLA-A*01:01, HLA-A*02:01, HLA-A*03:01, HLA-A*11:01, HLA-A*24:02, and HLA-B*07:02) were selected for examination of their anti-SARS-CoV-2 CD8 1 T-cell responses using a multiplexed peptide-MHC tetramer staining approach. The peptides used CD8 T-Cell Targets Omicron COVID-19 Variant ® to evaluate the SARS-CoV-2-specific CD8 1 T cells and the specific T-cell antigen specificities are available in the previously published supplemental methods (1) .

The mutations associated with Omicron VOC (PL, K38R, delta1265, L1266I, A1892T; Nsp4, T492I; 3CL,  P132H; Nsp6, delta105-107, I189V; RdRp, P323L; Nsp14, I42V; Spike, A67V, delta69-70, T95I, G142D,  delta143-145, N211I; L212V_RE, V213P, R214E, G339D, S371L, S373P, K417N, N440K, G446S, S477N, T478K,  E484A, Q493R, G496S, Q498R, T547K, D614G, H655Y, N679K, P681H, N764K, D796Y, N856K, Q954H, N969K,  L981F; envelope, T9I; matrix, D3G, Q19E, A63T ; nucleocapsid, P13L, delta31-33, R203K, G204R) were mapped to the epitope map developed in the previous analyses and examined for possible crossover (12) .

Ethics. All study participants provided written informed consent, and this study was approved by the Johns Hopkins Institutional Review Board.

Supplemental material is available online only. FIG S1, DOCX file, 0.02 MB. 

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The authors declare a conflict of interest. H.K., B.A., A.N., and M.F. are shareholders and/or employees of ImmunoScape Pte Ltd. A.N. is a Board Director of ImmunoScape Pte Ltd.

We thank the convalescent plasma study and laboratory teams, and all the convalescent plasma donors, for their generous participation in the study.This