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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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Jiachen Li

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Open access Jul 2026

Association of PM2.5 chemical components with metabolome and peak expiratory flow in patients with stable COPD: a panel study.

OBJECTIVE The component‑specific toxicity of fine particulate matter (PM2.5) and the underlying metabolic pathways driving airflow impairment in chronic obstructive pulmonary disease (COPD) remain unclear. We evaluated how specific PM2.5 constituents alter circulating metabolites and mediate short‑term changes in peak...

Jiachen Li, Lirong Liang, Y. Cai et al. · 0 citations

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