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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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Zhao-Kai Yu

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Open access Oct 2026

Growth-Associated Reorganization of Gill and Skin-Mucus Microbiota in Cultured Decapterus maruadsi: Contrasting Occurrence–Abundance Patterns

External mucosal microbiota form important interfaces between fish and the aquatic environment, yet their variation during host growth remains poorly understood. We characterized the gill and skin-mucus microbiota of cultured Decapterus maruadsi across three successive body-size stages (4.98–6.81 g, 16.67–19.63 g, and...

Xiao-Ping Wu, Fang-Yu Yuan, Lin-Kai Chen et al. · 0 citations

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