Evidence map›Paper›PMID 41306972›Full record

ArticleFrontiers in immunology2025

Peripheral blood gene expression stratifies rate of progression to type 1 diabetes in autoantibody-positive children in the TEDDY study.

Jia Yi Hee, Yann Abraham, Ahmed M Mehdi, Kim-Anh Lê Cao, Ranjeny Thomas

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Article in Frontiers in immunology, 2025. 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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5 · Who and what money

Authors and funding

5 authors.

Jia Yi HeeThe University of Queensland Frazer Institute, Faculty of Health, Medicine and Behavioural Science, The University of Queensland, Translational Research Institute, Brisbane, QLD, Australia.
Yann AbrahamDeeplife, Vernon, France.
Ahmed M MehdiData Science Collaborative Research Platform, The University of Queensland, Brisbane, QLD, Australia.
Kim-Anh Lê CaoMelbourne Integrative Genomics and School of Mathematics and Statistics, The University of Melbourne, Melbourne, VIC, Australia.
Ranjeny ThomasThe University of Queensland Frazer Institute, Faculty of Health, Medicine and Behavioural Science, The University of Queensland, Translational Research Institute, Brisbane, QLD, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: In type 1 diabetes, autoimmune destruction of pancreatic β cells results in insulin deficiency, leading to hyperglycemia. Islet autoantibodies, which precede autoimmune progression, usually develop years before diabetes onset, although some individuals develop diabetes without them. However, not all children who develop islet antibodies progress to diabetes, and they do not all progress at the same rate. Genomic markers may help identify high-risk children for early intervention. Methods: Using gene expression profiles derived from peripheral blood mononuclear cells collected from 62 high-risk, islet autoantibody-positive children in the TEDDY cohort study, of whom 56 progressed to diabetes, we identified differentially expressed genes, pathways, and protein-protein interactions associated with progression from islet autoantibody seropositivity to the clinical onset of diabetes. Results: After seroconversion, progressors were distinguished by a peripheral blood gene expression profile enriched for MHC class II-related functions and immune response pathways. Within protein- protein interaction (PPI) networks, we identified SMARCA4 as the central hub and found that its expression stratified progression to type 1 diabetes after seroconversion. Differentially expressed genes in the PPI networks were also highly connected to type 1 diabetes drug-gene targets, particularly JAK2. Discussion: The enrichment of MHC class II-related functions and immune response pathways after seroconversion highlights immune activation in progressors, whose rate of progression could be stratified as fast or slow based on a 20-gene signature, which warrants confirmation in an independent cohort.

Indexed as

AutoantibodiesDiabetes Mellitus, Type 1Leukocytes, MononuclearTranscriptomeAdolescentChildChild, PreschoolDisease ProgressionFemaleGene Expression ProfilingHumansMaleProtein Interaction MapsTranscription FactorsAutoantibodiesTranscription Factorsautoimmune diseasegene expressionpathway analysisprotein-protein interaction analysisseroconversiontype 1 diabetestype 1 diabetes progression

Identifiers

PMID41306972
PMCPMC12645633

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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 Socratic graph.