ArticleResearch square2026
Unbiased discovery of autoreactive type 1 diabetes T-cell receptors that bind specific hybrid insulin peptides.
Article in Research square, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
24 authors.
Funding
Abstract
While recent studies have revealed much about the pathogenesis of type 1 diabetes (T1D), the self-antigens and immune receptors that drive cellular autoimmunity have not been precisely determined. In this study, we identify disease-associated T-cell receptor (TCR) sequences, provide evidence that they are involved in T1D pathogenesis, and connect them to specific antigens implicated in beta-cell autoimmunity. We discovered 264 T1D-associated TCRs by comparing TCR repertoires in blood from T1D cases and controls, without any bias toward predefined cell phenotypes or antigens. Multiple lines of evidence support the relevance of these TCRs to T1D pathogenesis: they form convergent sequence clusters linked to the class II HLA risk alleles HLA-DQ8 and HLA-DQ2.5, are found almost exclusively in T1D cases and largely absent in matched controls, can be detected in blood before autoantibodies, have baseline frequencies that stratify post-treatment clinical outcomes, and are enriched in disease-relevant tissues with effector phenotypes; by contrast, the same TCRs, when rarely detected in healthy controls, more often exhibit regulatory phenotypes. We reverse engineered (deorphanized) these TCRs to find their antigenic targets using nucleic acid-based and peptide-based workflows. These independent approaches converged on a narrow set of antigen targets across TCR clusters: a C-peptide-derived hybrid insulin peptide (HIP) hotspot, with representative receptors preferring HIPs over native peptides and remaining specific in proteome-scale testing. Together, these findings connect multiple threads from the T1D literature: the central importance of effector T cells to disease pathogenesis; the role of insulin-derived hybrid peptides as neoantigens; and the potential to use public clusters of TCRs to serve as biomarkers, guide antigen discovery efforts, and elucidate disease mechanisms.
Identifiers
What OpenQuestion holds
Registered trials
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.