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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

Jia-Xin Zhang

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Sep 2026

Unraveling anaerobic indole degradation in an acclimated sludge consortium: Candidate pathways and microbial division of labor inferred from metagenomic and metatranscriptomic analyses.

Indole is a widespread nitrogen-containing heterocyclic compound in manure, sludge, and wastewater systems, yet the enzymes and microbial populations involved in its anaerobic transformation remain poorly resolved. Here, we established a long-term acclimated anaerobic sludge consortium and combined degradation assays,...

Nan Meng, Jing-Wen Zhu, Jia-Yi Yan et al. · 0 citations
Open access Jul 2026

Marine antifouling biocide 4,5-dichloro-2-n-octyl-4-isothiazolin-3-one disrupts sediment microbiome structure and function: insights from absolute quantification and enzyme activity dynamics

ABSTRACT The organic booster biocide DCOIT (4,5-dichloro-2-n-octyl-4-isothiazolin-3-one) is widely used in marine antifouling systems, yet its ecological impacts on sediment microbiomes remain poorly understood. Here, we integrated absolute quantitative 16S rRNA gene sequencing, metagenomics, and enzyme activity assays...

Jiaxin Zhang, Libing Cai, Lin Wang et al. · 0 citations

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