Evidence map›Paper›PMID 41258064›Full record

ArticleNature communications2025

C > U mutations generate immunogenic peptides in SARS-CoV-2.

Gergő Mihály Balogh, Balázs Koncz, Leó Asztalos, Eszter Ari, Nikolett Gémes, Gábor J Szebeni, Benjamin Tamás Papp, Franciska Tóth, Balázs Papp, Csaba Pál and 1 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

11 authors.

Gergő Mihály BaloghSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary. balogh.gergo@brc.hu.
Balázs KonczSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Leó AsztalosDepartment of Dermatology and Allergology, Faculty of Medicine, University of Szeged, Szeged, Hungary.
Eszter AriSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Nikolett GémesLaboratory of Functional Genomics, Core Facility, Biological Research Centre, Szeged, Hungary.
Gábor J SzebeniLaboratory of Functional Genomics, Core Facility, Biological Research Centre, Szeged, Hungary.
Benjamin Tamás PappSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Franciska TóthSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.ORCID http://orcid.org/0009-0005-7338-8231
Balázs PappSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary.
Csaba PálSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary. pal.csaba@brc.hu.ORCID http://orcid.org/0000-0002-5187-9903
Máté ManczingerSynthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary. manczinger.mate@brc.hu.ORCID http://orcid.org/0000-0003-0831-9617

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid spread of SARS-CoV-2 worldwide has given rise to numerous variants. While the impact of viral mutations on antibody escape has been extensively studied, an unresolved issue concerns how emerging mutations shape HLA-restricted T-cell immune responses. Here, we analyse SARS-CoV-2 genomic variants, showing that 27% of the mutations are C > U transitions, a phenomenon common in human RNA viruses and primarily attributed to APOBEC3 enzyme-driven mutagenesis. We find that this mutation bias generally enhances viral peptide binding to human leukocyte antigen class I (HLA-I) molecules, producing immunogenic epitopes that trigger cytotoxic adaptive immune responses in most individuals across diverse populations. We also identify several HLA-I variants that are especially well-suited for presenting viral epitopes generated by these mutations. Intriguingly, individuals carrying these specific alleles are predominantly located in South and East Asia. Finally, we show that carrying HLA-I molecules that are less likely to bind C > U-induced viral peptides increases risk for severe COVID-19 disease. Our work suggests a link between C > U hypermutation and HLA-I-based presentation of viral epitopes, which may reflect the evolutionary outcome of ancient RNA virus pandemics. More broadly, our findings imply that SARS-CoV-2 diversification leads to ongoing gains of T-cell epitopes despite natural selection favouring immune escape.

Indexed as

COVID-19MutationPeptidesSARS-CoV-2Epitopes, T-LymphocyteHistocompatibility Antigens Class IHumansEpitopes, T-LymphocyteHistocompatibility Antigens Class IPeptides

Identifiers

PMID41258064
PMCPMC12630872

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.