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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

Lei Zhang

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Open access Oct 2026

GCF-anchored and target-oriented mining of metagenomic BGC space for bioactive product discovery

ABSTRACT Microbial natural products are vital for drug discovery, yet pervasive genomic fragmentation and data volume hinder the translation of metagenomic biosynthetic gene clusters (BGCs) into therapeutic leads. We present metasynBGC, a target-oriented framework that employs a “function-first” logic using experimenta...

Xiao Yang, Jia-Cheng Wu, Tao Wang et al. · 0 citations
Open access Sep 2026

Pan-Genome-Scale Metabolic Reconstruction Reveals Conserved Metabolic Functions in Candida albicans

Candida albicans is a major cause of human mucosal and invasive fungal infections, but the relationship between its intraspecific genomic diversity and metabolic variation remains poorly understood. Here, we integrated 80 public C. albicans genome assemblies, published fungal genome-scale metabolic models (GEMs), publi...

Ya Meng, Yi-Ming Zhang, Lei Zhang · 0 citations

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