Evidence map›Paper›PMID 23584251›Full record

ArticleHuman vaccines & immunotherapeutics2013

The two-faced T cell epitope: examining the host-microbe interface with JanusMatrix.

Leonard Moise, Andres H Gutierrez, Chris Bailey-Kellogg, Frances Terry, Qibin Leng, Karim M Abdel Hady, Nathan C VerBerkmoes, Marcelo B Sztein, Phyllis T Losikoff, William D Martin and 2 more

Open access · bronzeAbstract read
In one paragraph

Article in Human vaccines & immunotherapeutics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
77citing papers in PubMed, 1 pooled it
4.6field-weighted citation impact, top 4% 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

77 citing papers in PubMed, 1 synthesis or guideline pooled it, 104 citations in OpenAlex.

  1. Pooled it
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  6. Computational identification of cross-reactive TCR epitopes with ARDitox.Journal of cancer research and clinical oncology · 2025
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17 more citing papers are in PubMed but not listed here.

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

12 authors at 7 institutions in 5 countries.

Leonard MoiseInstitute for Immunology and Informatics; University of Rhode Island; Providence, RI, USA; EpiVax Inc.; Providence, RI USA.
Andres H Gutierrez
Chris Bailey-Kellogg
Frances Terry
Qibin Leng
Karim M Abdel Hady
Nathan C VerBerkmoes
Marcelo B Sztein
Phyllis T Losikoff
William D Martin
Alan L Rothman
Anne S De Groot
EpiVax (United States) · USInstitute for Medical Informatics and Biostatistics · CHProvidence College · USAmerican University in Cairo · EGDartmouth College · USInstitut Pasteur of Shanghai · CNUniversity of Baltimore · US

Funding

Wild-type S. typhi Infection in Humans: Integrated Immunoprotective MechanismsU19AI082655 · NIAID · UNIVERSITY OF MARYLAND BALTIMORE · PI FASANO, ALESSIO · 2009 to 2018
$27.8M
TRIAD Scientific Core: TRIAD ToolkitU19AI082642 · NIAID · UNIVERSITY OF RHODE ISLAND · PI MOSS, STEVEN F · 2009 to 2013
$13.0M
IMMUNE MECHANISMS OF PROTECTION IN S TYPHI VACCINESR01AI036525 · NIAID · UNIVERSITY OF MARYLAND BALTIMORE · PI Marcelo B. Sztein · 1994 to 2026
$12.2M
NIAID NIH HHS AI082642NIAID NIH HHS R01 AI036525NIAID NIH HHS R01-AI036525NIAID NIH HHS U19 AI082642NIAID NIH HHS U19 AI082655
6 · The paper itself

Abstract

Advances in the field of T cell immunology have contributed to the understanding that cross-reactivity is an intrinsic characteristic of the T cell receptor (TCR), and that each TCR can potentially interact with many different T cell epitopes. To better define the potential for TCR cross-reactivity between epitopes derived from the human genome, the human microbiome, and human pathogens, we developed a new immunoinformatics tool, JanusMatrix, that represents an extension of the validated T cell epitope mapping tool, EpiMatrix. Initial explorations, summarized in this synopsis, have uncovered what appear to be important differences in the TCR cross-reactivity of selected regulatory and effector T cell epitopes with other epitopes in the human genome, human microbiome, and selected human pathogens. In addition to exploring the T cell epitope relationships between human self, commensal and pathogen, JanusMatrix may also be useful to explore some aspects of heterologous immunity and to examine T cell epitope relatedness between pathogens to which humans are exposed (Dengue serotypes, or HCV and Influenza, for example). In Hand-Foot-Mouth disease (HFMD) for example, extensive enterovirus and human microbiome cross-reactivity (and limited cross-reactivity with the human genome) seemingly predicts immunodominance. In contrast, more extensive cross-reactivity with proteins contained in the human genome as compared to the human microbiome was observed for selected Treg epitopes. While it may be impossible to predict all immune response influences, the availability of sequence data from the human genome, the human microbiome, and an array of human pathogens and vaccines has made computationally-driven exploration of the effects of T cell epitope cross-reactivity now possible. This is the first description of JanusMatrix, an algorithm that assesses TCR cross-reactivity that may contribute to a means of predicting the phenotype of T cells responding to selected T cell epitopes. Whether used for explorations of T cell phenotype or for evaluating cross-conservation between related viral strains at the TCR face of viral epitopes, further JanusMatrix studies may contribute to developing safer, more effective vaccines.

Indexed as

Antigens, ViralComputational BiologyCross ReactionsEnterovirus A, HumanEpitope MappingEpitopes, T-LymphocyteHepacivirusHost-Pathogen InteractionsHumansReceptors, Antigen, T-CellAntigens, ViralEpitopes, T-LymphocyteReceptors, Antigen, T-Cellagretopecomputational immunologycross-reactivityepitopeimmunodominanceimmunoinformaticsregulatory T cellT cell epitopeT cell receptorTCRvaccine

Identifiers

PMID23584251
PMCPMC3974887
OpenAlexW2166304356

What OpenQuestion holds

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LicenceCC BY-NC
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 OpenQuestion graph.