Author

Juntong Liu

2 papers indexed here

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Review Open access Aug 2026

Branched-chain amino acid metabolism and macrophage polarization: potential regulatory nodes and therapeutic targets in diabetes-associated metabolic inflammation

T2DM is characterized by chronic low-grade metabolic inflammation, and imbalanced macrophage polarization is a key immunological mechanism contributing to insulin resistance (IR), pancreatic β-cell damage, and diabetes progression. Recent studies in immunometabolism suggest that BCAA metabolism regulates macrophage pol...

Ruili Yang, Ruodi Yang, Han Zhang et al. · Frontiers in Cellular and In... · 0 citations

#federated learning Review Open access Sep 2026

Cross-fusion of digital twins and artificial intelligence in diabetes: from mechanistic elucidation to full-cycle precision management

Although substantial technical, regulatory, and ethical challenges remain unresolved, ongoing progress in hybrid modeling, federated learning, explainable AI, and evolving regulatory frameworks provides a plausible pathway toward individualized prediction and proactive management, provided that claims of clinical readi...

Yue Sun, Ruo-Di Yang, Qi-Rui Xin et al. · Frontiers in Endocrinology · 0 citations