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Updated: Jul 12, 2026

Accelerated Type 1 Diabetes Induction in Mice by Adoptive Transfer of Diabetogenic CD4+ T Cells
Published on: May 6, 2013
Age-independent immune subtypes in type 1 diabetes exhibit distinct post-onset progression rates and
Amina Bedrat1,2, Nathan A Truchan1,2, Tarun Pant1,2
1The Max McGee Research Center for Juvenile Diabetes, Children's Research Institute of Children's Hospital of Wisconsin, Milwaukee, WI, USA.
Aims/Hypothesis:
The development of improved prevention and treatment strategies for type 1 diabetes requires a deeper understanding of its heterogeneity. Our aim was to measure immunological heterogeneity among individuals with new-onset type 1 diabetes using plasma-induced transcription, bioinformatics tools and targeted follow-up analyses.
Methods:
We analysed pre-intervention samples from 560 participants across six immunotherapy trials, using a plasma-induced transcriptional bioassay and a standardised reporter cell population.
Results:
Transcriptomic profiling at baseline identified 2854 transcripts with high variation in at least five trials. Unsupervised clustering divided the participants into two subgroups that did not differ in mean age and whose classifications remained stable in post-baseline longitudinal samples, suggesting that subgroup assignments were not driven by transient relapsing and remitting immune activity (p=1.4 × 10-14). Phenotypic analyses and an independent new-onset type 1 diabetes cohort found subgroup 1 enriched for participants with neutral or low-risk HLA haplotypes and the youngest participants possessing the most rapid rate of C-peptide decline (p<0.05). This subgroup showed elevated plasma cytokine and chemokine levels, increased circulating CD4+CXCR3+CCR6- Th1 T cells (p<0.05) and better therapeutic responses to anti-CD20. Subgroup 2 was enriched for individuals possessing insulin autoantibody titres, higher plasma miR-155-5p and miR-409-3p (p<0.05) and a better therapeutic response to CTLA4-Ig that was linked to a greater reduction in CD4+CD45RO+CD62L+ central memory T cells (p=8.1 × 10-5) and retention of regulatory T cells (p=0.02).
Conclusions/Interpretation:
These findings support the existence of immunologically distinct type 1 diabetes subgroups and the possibility of future targeted therapeutic interventions.
Data Availability:
All microarray gene expression data files have been deposited at The National Center for Biotechnology Information Gene Expression Omnibus (accession no. GSE302205).
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