Evidence map›Paper›PMID 42920033›Full record

ArticleMolecular biomedicine2026

Transcriptional and phenotypic alterations of regulatory and effector T cells in type 1 diabetes mellitus.

Yutong Li, Xinhui Zhao, Mingxin Xie, Eyad Elkord

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Yutong LiCentre of Excellence for Oncology and Immunology, Academy of Life and Natural Sciences, Xi'an Jiaotong-Liverpool University, No. 111 Ren'ai Road, Suzhou, 215123, China.
Xinhui ZhaoCentre of Excellence for Oncology and Immunology, Academy of Life and Natural Sciences, Xi'an Jiaotong-Liverpool University, No. 111 Ren'ai Road, Suzhou, 215123, China.
Mingxin XieCentre of Excellence for Oncology and Immunology, Academy of Life and Natural Sciences, Xi'an Jiaotong-Liverpool University, No. 111 Ren'ai Road, Suzhou, 215123, China.
Eyad ElkordCentre of Excellence for Oncology and Immunology, Academy of Life and Natural Sciences, Xi'an Jiaotong-Liverpool University, No. 111 Ren'ai Road, Suzhou, 215123, China. eyad.elkord@xjtlu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 1 diabetes mellitus (T1DM) is characterized by the destruction of pancreatic β-cells, in which the dysfunction of regulatory T cells (Tregs) contributes to impaired immune tolerance. However, Treg heterogeneity remains incompletely understood, which limits the effectiveness of current therapies. Here, we have integrated transcriptome, flow cytometry, glycemic correlation, and cross-model validation to characterize the dysregulation of Tregs and effector T cells (Teffs) in a streptozotocin (STZ)-induced T1DM mouse model. Tregs exhibited a proliferative, effector-like, unstable lineage, and metabolic reprogramming features, marked by increased Melk, Prf1, Gzma and Hk2, and decreased expression of Tnfsf15, Irak3 and Zeb2 in T1DM, and alterations in the transcription-factor networks involving Nfatc2, Elk1, and Ahr. Flow cytometry further revealed that the frequency of splenic Tregs was significantly increased, accompanied by broad upregulation of programmed cell death protein 1 (PD-1), T cell immunoreceptor with Ig and ITIM domains (TIGIT), lymphocyte-activation gene 3 (LAG3), and T-cell immunoglobulin and mucin domain-containing protein 3 (TIM3). Meanwhile, expression of glycoprotein A repetitions predominant (GARP) and latency-associated peptide (LAP) was decreased, whereas interleukin (IL)- 17 and interferon-γ (IFN-γ) secretion were increased, suggesting a Treg phenotype with high checkpoint expression and inflammatory features. Cross-model analyses identified concordant IL-15-, IL-36 A-, E2F-, and metabolic programs across the C57BL/6, non-obese diabetic (NOD), and human datasets, including shared genes Smad3, Mki67, and Cxcr4. Teffs also displayed a hyperactivated but transcriptionally imbalanced phenotype in T1DM. Collectively, our findings reveal transcriptional and phenotypic alterations in Tregs and Teffs, providing new insights into T-cell dysregulation and potentially informing the development of Treg-based immunotherapies in T1DM.

Indexed as

Diabetes Mellitus, Type 1T-Lymphocytes, RegulatoryAnimalsDiabetes Mellitus, ExperimentalGene Expression ProfilingMaleMiceMice, Inbred C57BLPhenotypeTranscriptomeImmune checkpointsInflammationTranscriptional profilingTregsType 1 diabetes mellitus

Identifiers

PMID42920033

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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.