ArticleHuman vaccines & immunotherapeutics2013
The two-faced T cell epitope: examining the host-microbe interface with JanusMatrix.
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.
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Who cites it
77 citing papers in PubMed, 1 synthesis or guideline pooled it, 104 citations in OpenAlex.
- T-Cell Dependent Immunogenicity of Protein Therapeutics Pre-clinical Assessment and Mitigation-Updated Consensus and Review 2020.Frontiers in immunology · 2020Pooled it
- Immune Tolerance-Adjusted Personalized Immunogenicity Prediction for Pompe Disease.Frontiers in immunology · 2021Trial
- HLA Class II Alleles DRB1*11:01 and DQB1*03:01 Unmask Immunogenetic Susceptibility to Anti-Nivolumab Antibodies in Combination with Ipilimumab.The AAPS journal · 2026Review
- The gut virome and regulatory T cell axis in health and systemic disease.Microbiome research reports · 2026Review
- T-cell responses to highly conserved SARS-CoV-2 epitopes in Hispanic Americans receiving an mRNA COVID-19 vaccine.Human vaccines & immunotherapeutics · 2025Article
- Computational identification of cross-reactive TCR epitopes with ARDitox.Journal of cancer research and clinical oncology · 2025Article
- Host Cell Protein Clinical Safety Risk Assessment-An Updated Industry Review.Biotechnology and bioengineering · 2025Review
- Integrative Computational Immunology Applied to Identify and Characterize CD8+ T-cell Neoepitopes of Shared KRAS Neoantigen Oncogenic Driver Hotspot Mutations.Asian Pacific journal of cancer prevention : APJCP · 2025Article
- Immunogenicity of Generic Peptide Impurities: Current Orthogonal Approaches.Pharmaceutical research · 2025Article
- Impact of genotypic variability of measles virus T-cell epitopes on vaccine-induced T-cell immunity.NPJ vaccines · 2025Article
- Regulatory T cell epitope content in human antibodies decreases during maturation.Frontiers in immunology · 2025Article
- T cell epitope content comparison using EpiCC correlates with vaccine efficacy against heterologous porcine reproductive and respiratory syndrome virus type 2 strains.Frontiers in microbiology · 2025Article
- Immunogenicity risk assessment of peptide-related impurities identified in generic teriparatide products.Frontiers in immunology · 2025Article
- Efanesoctocog alfa: the renaissance of Factor VIII replacement therapy.Haematologica · 2024Review
- Assessing the immunogenicity risk of salmon calcitonin peptide impurities usingFrontiers in pharmacology · 2024Article
- Immunoinformatic Risk Assessment of Host Cell Proteins During Process Development for Biologic Therapeutics.The AAPS journal · 2023Review
- Article
- Does human homology reduce the potential immunogenicity of non-antibody scaffolds?Frontiers in immunology · 2023Review
- A mechanistically novel peptide agonist of the IL-7 receptor that addresses limitations of IL-7 cytokine therapy.PloS one · 2023Article
- PepSim: T-cell cross-reactivity prediction via comparison of peptide sequence and peptide-HLA structure.Frontiers in immunology · 2023Article
17 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
12 authors at 7 institutions in 5 countries.
Funding
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.
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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.