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DOI 10.34133/csbj.0224

Медицинская библиотека · Computational and structural biotechnology journal · 2026

Leveraging Foundation Models for the Characterization of Small-RNA Properties.

Chen Xi, Xu Zichen, Tang Kai, Hu Guanshuo, Du Pengyu, Wang Junfang, Zhang Cunyu, Xin Ying, Li Keming, Zhang Qiantang, Hu Jianjun, Zhang Zhuxue, Yang Mo, Wang Guixue, Tan Youhua

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Аннотация

Human umbilical cord mesenchymal stem cell extracellular vesicles (hucMSC-EVs) exhibit remarkable potential for alleviating type 2 diabetes mellitus (T2DM). However, the role of hucMSC-EVs in T2DM, particularly concerning oxidative damage to pancreatic β cells, remains underexplored. This study utilized a high-fat diet and streptozotocin (STZ)-induced T2DM mouse model and an STZ-induced INS-1 cell damage model to investigate the effects and mechanisms of hucMSC-EVs. In the T2DM mouse model, hucMSC-EVs effectively lowered blood glucose levels, improved lipid metabolism disorders, and preserved liver function. Moreover, hucMSC-EVs enhanced insulin sensitivity and mitigated oxidative damage. Histological analysis confirmed that hucMSC-EVs marked alleviated liver, kidney, and pancreatic tissue damage. In vitro studies demonstrate that hucMSC-EVs enhance glucose absorption and glycogen synthesis in an insulin-resistant HepG2 model and stimulated insulin secretion in INS-1 cells under high-glucose conditions. In the STZ-induced INS-1 oxidative damage model, hucMSC-EVs protect against oxidative damage by increasing antioxidant enzyme activities, reducing reactive oxygen species production, and decreasing cell apoptosis. The effects were partially mediated by the activation of the phosphatidylinositol 3-kinase (PI3K)/AKT and signal transducer and activator of transcription (STAT) signaling pathways, as well as the up-regulation of key antioxidant proteins such as Nrf2, SOD1, and Bcl2. Further research revealed that miR-191-5p, which is enriched in hucMSC-EVs, targets DAPK1 to activate the PI3K/AKT pathway, thereby contributing to the protective effects against oxidative damage. These findings highlight the critical role and underlying mechanisms of hucMSC-EVs in ameliorating metabolic dysfunction in T2DM, particularly the protective effects against oxidative damage, thus providing a novel strategy for the treatment of T2DM.

Для цитирования: Chen Xi, Xu Zichen, Tang Kai, Hu Guanshuo, Du Pengyu, Wang Junfang, Zhang Cunyu, Xin Ying, Li Keming, Zhang Qiantang, Hu Jianjun, Zhang Zhuxue, Yang Mo, Wang Guixue, Tan Youhua. Leveraging Foundation Models for the Characterization of Small-RNA Properties.. Computational and structural biotechnology journal. 2026. DOI: 10.34133/csbj.0224.
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