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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

Author

Jie Zhao

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Open access Oct 2026

Integrative population genetics and multi-omics reveal IL15RA as a shared pathogenic hub in rheumatoid arthritis-related heart failure

Rheumatoid arthritis (RA) patients face a significantly elevated risk of heart failure (HF), but population-level evidence and underlying mechanisms remain unclear. We aimed to assess the RA-HF association using national data and identify dietary compounds targeting shared inflammatory pathways. We analyze...

Q. Geng, Chao-Ying Wen, Mei-Jia Yang et al. · 0 citations

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