β Cell microRNAs Function as Molecular Hubs of Type 1 Diabetes Pathogenesis and as Biomarkers of Diabetes Risk
dc.contributor.author | Syed, Farooq | |
dc.contributor.author | Krishnan, Preethi | |
dc.contributor.author | Chang, Garrick | |
dc.contributor.author | Langlais, Sarah R. | |
dc.contributor.author | Hati, Sumon | |
dc.contributor.author | Yamada, Kentaro | |
dc.contributor.author | Lam, Anh K. | |
dc.contributor.author | Talware, Sayali | |
dc.contributor.author | Liu, Xiaowen | |
dc.contributor.author | Sardar, Rajesh | |
dc.contributor.author | Liu, Jing | |
dc.contributor.author | Mirmira, Raghavendra G. | |
dc.contributor.author | Evans-Molina, Carmella | |
dc.contributor.department | Pediatrics, School of Medicine | |
dc.date.accessioned | 2024-02-09T10:20:56Z | |
dc.date.available | 2024-02-09T10:20:56Z | |
dc.date.issued | 2023-06-15 | |
dc.description.abstract | MicroRNAs (miRNAs) are small non-coding RNAs that play a crucial role in modulating gene expression and are enriched in cell-derived extracellular vesicles (EVs). We investigated whether miRNAs from human islets and islet-derived EVs could provide insight into β cell stress pathways activated during type 1 diabetes (T1D) evolution, therefore serving as potential disease biomarkers. We treated human islets from 10 cadaveric donors with IL-1β and IFN-γ to model T1D ex vivo. MicroRNAs were isolated from islets and islet-derived EVs, and small RNA sequencing was performed. We found 20 and 14 differentially expressed (DE) miRNAs in cytokine- versus control-treated islets and EVs, respectively. Interestingly, the miRNAs found in EVs were mostly different from those found in islets. Only two miRNAs, miR-155-5p and miR-146a-5p, were upregulated in both islets and EVs, suggesting selective sorting of miRNAs into EVs. We used machine learning algorithms to rank DE EV-associated miRNAs, and developed custom label-free Localized Surface Plasmon Resonance-based biosensors to measure top ranked EVs in human plasma. Results from this analysis revealed that miR-155, miR-146, miR-30c, and miR-802 were upregulated and miR-124-3p was downregulated in plasma-derived EVs from children with recent-onset T1D. In addition, miR-146 and miR-30c were upregulated in plasma-derived EVs of autoantibody positive (AAb+) children compared to matched non-diabetic controls, while miR-124 was downregulated in both T1D and AAb+ groups. Furthermore, single-molecule fluorescence in situ hybridization confirmed increased expression of the most highly upregulated islet miRNA, miR-155, in pancreatic sections from organ donors with AAb+ and T1D. | |
dc.eprint.version | Pre-Print | |
dc.identifier.citation | Syed F, Krishnan P, Chang G, et al. β Cell microRNAs Function as Molecular Hubs of Type 1 Diabetes Pathogenesis and as Biomarkers of Diabetes Risk. Preprint. bioRxiv. 2023;2023.06.15.545170. Published 2023 Jun 15. doi:10.1101/2023.06.15.545170 | |
dc.identifier.uri | https://hdl.handle.net/1805/38344 | |
dc.language.iso | en_US | |
dc.publisher | bioRxiv | |
dc.relation.isversionof | 10.1101/2023.06.15.545170 | |
dc.rights | CC0 1.0 Universal | en |
dc.rights.uri | http://creativecommons.org/publicdomain/zero/1.0/ | |
dc.source | PMC | |
dc.subject | MicroRNAs | |
dc.subject | β cell stress pathways | |
dc.subject | Type 1 diabetes | |
dc.title | β Cell microRNAs Function as Molecular Hubs of Type 1 Diabetes Pathogenesis and as Biomarkers of Diabetes Risk | |
dc.type | Article |