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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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Wan-Cai Zheng

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Open access Aug 2026

Integrative Analysis of Widely Targeted Metabolomics and Flavoromics Reveals Dynamic Changes in Characteristic Metabolites at Different Processing Stages of Black Highland Barley Beer

Black highland barley, rich in phenolic compounds and β-glucans, is increasingly used in craft beer brewing, but the dynamic metabolic changes across its processing chain remain unclear. This study integrated GC×GC-TOF MS based flavoromics with UHPLC-QTRAP-MS based widely targeted metabolomics to track volatile and non...

Hong Wang, Wen-Gang Zhang, Wan-Cai Zheng et al. · 0 citations

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