Evidence map›Paper›PMID 36656713›Full record

ArticleCell reports2023

Prevalent and immunodominant CD8 T cell epitopes are conserved in SARS-CoV-2 variants.

Saskia Meyer, Isaac Blaas, Ravi Chand Bollineni, Marina Delic-Sarac, Trung T Tran, Cathrine Knetter, Ke-Zheng Dai, Torfinn Støve Madssen, John T Vaage, Alice Gustavsen and 10 more

Open access · goldAbstract read
In one paragraph

Article in Cell reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
8.0field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

31 citing papers in PubMed, 41 citations in OpenAlex.

  1. Trial
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  3. Article
  4. Article
  5. Distinct CD8iScience · 2026
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  9. Newly identified oncolytic VSV-GP-specific CD8Molecular therapy. Oncology · 2025
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  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Predicting SARS-CoV-2-specific CD4Clinical and experimental medicine · 2025
    Article
  17. Article
  18. Article
  19. Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors at 2 institutions in 2 countries.

Saskia MeyerDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Isaac BlaasDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Ravi Chand BollineniDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Marina Delic-SaracDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Trung T TranDepartment of Immunology, Oslo University Hospital, 0424 Oslo, Norway.
Cathrine KnetterDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Ke-Zheng DaiDepartment of Immunology, Oslo University Hospital, 0424 Oslo, Norway.
Torfinn Støve MadssenDepartment of Circulation and Medical Imaging, NTNU, 7030 Trondheim, Norway.
John T VaageInstitute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway; Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway.
Alice GustavsenDepartment of Immunology, Oslo University Hospital, 0424 Oslo, Norway.
Weiwen YangDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Lise Sofie Haug Nissen-MeyerDepartment of Immunology, Oslo University Hospital, 0424 Oslo, Norway.
Karolos DouvlataniotisDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Maarja LaosDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway; Institute of Biomedicine and Translational Medicine, Faculty of Medicine, University of Tartu, 50411 Tartu, Estonia.
Morten Milek NielsenDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway.
Bernd ThiedeDepartment of Biosciences, University of Oslo, 0371 Oslo, Norway.
Arne SøraasDepartment of Microbiology, Oslo University Hospital, 0424 Oslo, Norway.
Fridtjof Lund-JohansenDepartment of Immunology, Oslo University Hospital, 0424 Oslo, Norway; ImmunoLingo Convergence Center, University of Oslo, 0372 Oslo, Norway.
Even H RustadDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway. Electronic address: ehrustad@gmail.com.
Johanna OlweusDepartment of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway. Electronic address: johanna.olweus@medisin.uio.no.
Oslo University Hospital · NOUniversity of Oslo · NO

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The emergence of SARS-CoV-2 variants of concern (VOC) is driven by mutations that mediate escape from neutralizing antibodies. There is also evidence that mutations can cause loss of T cell epitopes. However, studies on viral escape from T cell immunity have been hampered by uncertain estimates of epitope prevalence. Here, we map and quantify CD8 T cell responses to SARS-CoV-2-specific minimal epitopes in blood drawn from April to June 2020 from 83 COVID-19 convalescents. Among 37 HLA ligands eluted from five prevalent alleles and an additional 86 predicted binders, we identify 29 epitopes with an immunoprevalence ranging from 3% to 100% among individuals expressing the relevant HLA allele. Mutations in VOC are reported in 10.3% of the epitopes, while 20.6% of the non-immunogenic peptides are mutated in VOC. The nine most prevalent epitopes are conserved in VOC. Thus, comprehensive mapping of epitope prevalence does not provide evidence that mutations in VOC are driven by escape of T cell immunity.

Indexed as

COVID-19SARS-CoV-2CD8-Positive T-LymphocytesEpitopes, T-LymphocyteHumansImmunodominant EpitopesEpitopes, T-LymphocyteImmunodominant EpitopesCD8 T cellCP: ImmunologyCP: MicrobiologyepitopeimmunodominanceimmunoprevalenceSARS-CoV-2

Identifiers

PMID36656713
PMCPMC9826989
OpenAlexW4313825904

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.