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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Dong-Yang Li

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Jul 2026

Integrated bioinformatics and experimental validation reveal that kaempferol ameliorates intervertebral disc degeneration via dual anti-inflammatory and anti-aging pathways.

This study systematically analyzed the molecular mechanism by which kaempferol improves IVDD through multi-target regulation by integrating bioinformatics analysis, animal experiments, and cell models, and reveals for the first time that kaempferol upregulates core gene networks such as AURKB and CCNB1 while suppressin...

Dong-Yang Li, Xiao-Fei Wu, Feng Chen et al. · 0 citations

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