Evidence map›Paper›PMID 23748502›Full record

ArticleNature biotechnology2013

Combinatorial tetramer staining and mass cytometry analysis facilitate T-cell epitope mapping and characterization.

Evan W Newell, Natalia Sigal, Nitya Nair, Brian A Kidd, Harry B Greenberg, Mark M Davis

Abstract read
In one paragraph

Article in Nature biotechnology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 172 papers.

0numbers the graph read from it
0cells of the map it votes in
172citing 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

172 citing papers in PubMed.

  1. Trial
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  9. Review
  10. HLA-II Expression Marks Activated and Clonally Expanded CD8International journal of molecular sciences · 2026
    Article
  11. Persistent cytolytic CD8Cell reports. Medicine · 2026
    Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. Molecular Insights into Tumor Immunogenicity.Current issues in molecular biology · 2025
    Article
  20. Article

112 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Evan W NewellAgency for Science, Technology and Research, Singapore Immunology Network, Singapore. evan_newell@immunol.a-star.edu.sg
Natalia Sigal
Nitya Nair
Brian A Kidd
Harry B Greenberg
Mark M Davis

Funding

Using a tonsil organoid system to probe conditions for the induction of protective antibody and T cell responses to influenza.U19AI057229 · NIAID · STANFORD UNIVERSITY · PI Mark Morris Davis · 2003 to 2026
$88.5M
Vaccination and infection: indicators of immunological health and responsivenessU19AI090019 · NIAID · STANFORD UNIVERSITY · PI DAVIS, MARK MORRIS · 2010 to 2015
$17.3M
VIRAL GASTROENTERITIS--BASIS OF PROTECTION AND VIRULENCER01AI021362 · NIAID · STANFORD UNIVERSITY · PI GREENBERG, HARRY BERNARD · 1989 to 2014
$5.4M
Howard Hughes Medical InstituteNIAID NIH HHS R01 AI021362NIAID NIH HHS U19 AI057229NIAID NIH HHS U19-AI057229NIAID NIH HHS U19 AI090019NIAID NIH HHS U19-AI090019
6 · The paper itself

Abstract

It is currently not possible to predict which epitopes will be recognized by T cells in different individuals. This is a barrier to the thorough analysis and understanding of T-cell responses after vaccination or infection. Here, by combining mass cytometry with combinatorial peptide-MHC tetramer staining, we have developed a method allowing the rapid and simultaneous identification and characterization of T cells specific for many epitopes. We use this to screen up to 109 different peptide-MHC tetramers in a single human blood sample, while still retaining at least 23 labels to analyze other markers of T-cell phenotype and function. Among 77 candidate rotavirus epitopes, we identified six T-cell epitopes restricted to human leukocyte antigen (HLA)-A*0201 in the blood of healthy individuals. T cells specific for epitopes in the rotavirus VP3 protein displayed a distinct phenotype and were present at high frequencies in intestinal epithelium. This approach should be useful for the comprehensive analysis of T-cell responses to infectious diseases or vaccines.

Indexed as

Epitope MappingAntigens, ViralEpitopes, T-LymphocyteFlow CytometryHistocompatibility Antigens Class IHistocompatibility Antigens Class IIHLA-A AntigensHumansMass SpectrometryPeptidesRotavirusT-LymphocytesAntigens, ViralEpitopes, T-LymphocyteHistocompatibility Antigens Class IHistocompatibility Antigens Class IIHLA-A AntigensPeptides

Identifiers

PMID23748502
PMCPMC3796952

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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 OpenQuestion graph.