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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

Sergio González-Motos

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2 papers indexed here

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Open access Sep 2026

Seasonal population structure and adaptive signatures across long-term marine microbial time series

Long-term microbial population dynamics can reveal how ocean microbiomes respond to environmental variation, but resolving within-species change requires suitable genomic references. We integrated 30 PacBio HiFi long-read metagenome-assembled genomes (MAGs) from the northwestern Mediterranean Sea with monthly Illumina...

Ting-Chun Huang, Fran Latorre, A. Krabberød et al. · 0 citations
Open access Sep 2026

Decadal signatures of seasonal and ENSO-driven selection in microbial populations in distant oceans

Beyond seasonality, long-term climatic oscillations may shape microbial populations, and recurrent seasonal mutations and non-synonymous to synonymous mutation ratios from multiple genes are found, together with signatures of positive selection coinciding with El Niño events in MiCRO.

Sergio González-Motos, Lidia Montiel, Alyse A. Larkin et al. · 0 citations

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