Evidence map›Paper›PMID 42741944›Full record

ArticleThe Journal of clinical investigation2026

Immune dysregulation and stem-like CD8+ T cell enrichment in type 1 diabetes pancreatic lymph nodes.

Leeana D Peters, Howard R Seay, Justin A Smith, Amanda L Posgai, Reed L Berkowitz, Clive H Wasserfall, Mark A Atkinson, Rhonda Bacher, Maigan A Brusko, Todd M Brusko

Abstract read
In one paragraph

Article in The Journal of clinical investigation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Leeana D PetersDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Howard R SeayDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Justin A SmithDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Amanda L PosgaiDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Reed L BerkowitzDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Clive H WasserfallDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Mark A AtkinsonDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Rhonda BacherDiabetes Institute.
Maigan A BruskoDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.
Todd M BruskoDepartment of Pathology, Immunology, and Laboratory Medicine, College of Medicine.

Funding

Project 3P01AI042288 · NIAID · UNIVERSITY OF FLORIDA · PI Todd Michael Brusko · 1997 to 2026
$32.9M
Interdisciplinary Graduate Program in Type 1 Diabetes and Biomedical EngineeringT32DK108736 · NIDDK · UNIVERSITY OF FLORIDA · PI MARK A. ATKINSON, Benjamin George Keselowsky · 2017 to 2026
$1.9M
Multi-modal single cell analysis for investigation of T1D pathogenesisF31DK129004 · NIDDK · UNIVERSITY OF FLORIDA · PI PETERS, LEEANA D · 2021 to 2021
$40k
NIAID NIH HHS P01 AI042288NIDDK NIH HHS F31 DK129004NIDDK NIH HHS T32 DK108736
6 · The paper itself

Abstract

Effector CD8+ T cells are key drivers of type 1 diabetes (T1D) pathogenesis, yet questions remain regarding the molecular defects leading to altered cytotoxicity, peripheral tissue phenotype, and receptor specificity. We analyzed human pancreatic lymph nodes (pLNs) using mass cytometry and single-cell RNA-seq (scRNA-seq) with combined T cell receptor (TCR) profiling. Cytometric analysis revealed enrichment of T stem cell memory-like (TSCM-like) cells (CD8+CD45RA+CD27+CD28+CCR7+CXCR3+) in T1D pLNs. scRNA-seq indicated an elevated inflammatory cytokine gene signature (IFITM3, LTB) along with regulators of terminal differentiation (BCL6, BCL3), coupled with downregulation of exhaustion-associated genes (DUSP2, NR4A2, TSC22D3) in CD8+ T cells in T1D pLNs. Immune response enrichment analysis (IREA) indicated IL-15 signaling as a significant driver of these phenotypes. Integrated TCR and transcriptomics analysis revealed a cluster of diverse naive-like CD8+ T cell clones in T1D pLNs. Comparison of pLNs and pancreatic tissue slice isolates indicated sharing of effector CD8+ T cells, with enhanced terminal effector signatures within the pancreas relative to paired pLNs. Multiplex imaging revealed differential localization of T cell factor 1 (TCF1)- and thymocyte selection-associated high mobility group box protein (TOX)-expressing T cells in the pancreas, with islet-proximal TCF1+TOX+ cells displaying a mixture of activation and exhaustion-associated phenotypes. Thus, we provide multimodal cellular profiles enriched in T1D tissues for consideration in therapeutic targeting.

Indexed as

CD8-Positive T-LymphocytesDiabetes Mellitus, Type 1Lymph NodesPancreasHumansT-Cell ExhaustionAutoimmunityDiabetesImmunologyT cellsTranscriptomics

Identifiers

PMID42741944
PMCPMC13574167

What OpenQuestion holds

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Registered trials

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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.