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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

Yu Wang

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Open access Oct 2026

Omnidirectional Interaction Networks Modulating Phenotypic Plasticity in the Gut Microbiota Towards Ulcerative Colitis

ABSTRACT Changes to gut microbiomes are linked to inflammatory bowel disease, but little is known about how microbial change is modulated in complex gut microbiota systems. Here, we address this issue by revealing the influence of microbial interactions on gut microbiota response to ulcerative colitis (UC) using a spou...

Hui-Zhen Li, Jia-Yi Li, Ang Dong et al. · 0 citations
Sep 2026

Quasi-dynamic reconstruction of directed physiological networks from cross-sectional data using idopNetwork and path homology.

By decoupling directed regulatory flows from systemic confounding, this macroscopic algebraic approach challenges universal treatment protocols, highlighting the necessity for sex-specific precision interventions in managing obesity-driven cardiometabolic risk.

Jia-Peng Wang, Yu Wang, Xin Tang et al. · 0 citations

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