Expression Analysis of microRNAs in Peripheral Blood Mononuclear Cells in Type 2 Diabetes
MicroRNAs (miRNAs) are involved in the regulation of glucose metabolism and inflammatory processes associated with type 2 diabetes (T2D) and have potential as biomarkers and therapeutic targets. We analysed the expression of miR-155-5p, miR-141-3p, miR-15b-5p, miR-18a-5p, and miR-379-5p in peripheral blood mononuclear cells (PBMCs) from 79 patients with T2D and 88 non-diabetic controls. Differential expression analysis revealed significant downregulation of miR-15b-5p, miR-155-5p, and miR-18a-5p, and significant upregulation of miR-379-5p in T2D patients. Among the individual miRNAs, miR-15b-5p showed the highest ability to distinguish between T2D and controls (AUC = 0.82, 95% CI 0.76–0.89, p = 0.001). A model combining the four differentially expressed miRNAs (miR-155-5p, miR-15b-5p, miR-18a-5p, and miR-379-5p) with age, sex, and BMI had an AUC of 0.98, compared with 0.93 for age, sex, and BMI alone (p = 0.004, paired DeLong test); the optimism-corrected AUC was 0.97, although the bootstrap procedure did not account for optimism arising from miRNA selection. Functional enrichment analysis identified MAPK, Hippo, FoxO, insulin, AMPK and TGF-β signalling as consistently enriched across analyses based on experimentally supported and predicted miRNA targets.
Authors
- Zhanna Balkhiyarova (ORCID: https://orcid.org/0000-0003-3553-7126)
- Olga Vladimirovna Kochetova (ORCID: https://orcid.org/0000-0002-2944-4428)
- Arie Nouwen (ORCID: https://orcid.org/0000-0002-0609-4082)
- V. A. Markelov (ORCID: https://orcid.org/0000-0002-0663-7219)
- Yanina Timasheva (ORCID: https://orcid.org/0000-0002-9918-6962)
- Gulnaz Faritovna Korytina (ORCID: https://orcid.org/0000-0002-1695-5173)
- Diana Avzaletdinova
- Ksenia V. Danilko
- Tatyana M. Kochetova
Institutions
- Russian Academy of Sciences (RU)
- University of Surrey (GB)
- Institute of Biochemistry and Genetics of Ufa Scientific Centre (RU)
- Bashkir State Medical University (RU)
- Middlesex University London (GB)
Publication Details
- Journal
- Biomolecules
- Published
- 2026-10-15
- DOI
- https://doi.org/10.3390/biom16101503
- Primary Topic
- MicroRNA in disease regulation
- Type
- article
- Field-Weighted Citation Impact
- 0.00