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Plasma-derived exosomal miRNA profiles associated with type 1 diabetes. | LitMetric

Plasma-derived exosomal miRNA profiles associated with type 1 diabetes.

Diabetes Metab Res Rev

Department of Metabolism and Endocrinology, National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China.

Published: February 2024

AI Article Synopsis

  • The study investigates the role of exosomal miRNAs in type 1 diabetes (T1D) to evaluate their potential as biomarkers for the disease.
  • Researchers isolated exosomes from plasma of T1D patients and matched healthy controls, analyzing the expression of miRNAs using advanced sequencing and statistical methods.
  • They identified 43 differentially expressed miRNAs, with 11 showing significant results, and highlighted specific miRNAs potentially linked to clinical characteristics of T1D, suggesting their usefulness for diagnosis.

Article Abstract

Aims: Recently, exosomal miRNAs have been shown to play important roles in multiple diseases, including type 1 diabetes (T1D). To assess the biomarker potential of exosomal miRNAs for T1D, we measured the expression profiles of plasma-derived exosomal miRNAs in T1D and explored their potential functions by bioinformatic analysis.

Materials And Methods: In the discovery phase, exosome samples were isolated from plasma by size exclusion chromatography from 10 T1D patients and 10 sex- (p = 0.36), age- (p = 0.97), and body mass index-matched (p = 0.47) healthy control subjects. Exosomal miRNA expression profiles were measured using the Illumina NovaSeq 6000 platform. With verification by quantitative real-time PCR (qRT-PCR), we used multiple bioinformatics approaches to explore the potential biological functions of the identified differentially expressed miRNAs. The diagnostic signature of exosomal miRNAs was evaluated by least absolute shrinkage and selection operator (LASSO) regression and evaluated based on the area under the receiver operating characteristic curve (AUC).

Results: In total, 43 differentially expressed miRNAs, among which 34 were upregulated and 9 were downregulated, were identified in T1D. After correcting for multiple testing using false discovery rate, 11 identified exosomal miRNAs still showed statistical significance. Among the 5 selected miRNAs, 3 miRNAs (miR-103a-3p, miR-144-5p and miR-454-3p) were successfully validated by qRT-PCR. The biological analysis-enriched terms included protein autophosphorylation and the Hedgehog signalling pathway. The highest AUC of exosomal miRNA was 0.889 under the LASSO model. The expression levels of 5 selected exosomal miRNAs were correlated with multiple clinical characteristics such as fasting C-peptide and postprandial C-peptide.

Conclusions: Our results indicated that plasma-derived exosomal miRNAs could serve as promising diagnostic biomarkers of T1D.

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Source
http://dx.doi.org/10.1002/dmrr.3774DOI Listing

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