Author

Antoine Bagnaro

École Centrale de Nantes

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1 Microbiology· 1

Signature Assays, Organisms & Methods

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Assay:metagenomics· 2 Research Focus:benchmarking· 1 Research Focus:ecology & biodiversity· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Samuel ChaffroniD· 2 shared Alejandro MaassiD· 1 shared André Abreu· 1 shared Andrés CouveiD· 1 shared Baptiste SerandouriD· 1 shared Constanza M. Andreani-GerardiD· 1 shared Corentin GouzieniD· 1 shared Damien EveillardiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersMicrobiology

Samuel ChaffronORCID

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2 papers

Recent·Most cited

Codon usage bias maps ocean microbiome adaptation to temperature-nutrients regimes

Corentin Gouzien, Antoine Bagnaro, Laurence Garczarek, Mathieu Ardyna, Fabien Joux, Samuel Chaffron

The paper shows that codon usage bias in metabolism-related genes reflects microbial adaptation to temperature and nutrient regimes in ocean communities.

bioRxiv · Oct 3, 2026 · PreprintMicrobiology

Satellite-gene abundance fusion reveals global hotspots of ocean ecosystem services

Baptiste Serandour, Constanza M. Andreani-Gerard, Antoine Bagnaro, Sacha Bourgeois‐Gironde, Samuel Chaffron, Andrés Couve, Roy El Hourany, Lionel Guidi, Iñaki Hojas, André Abreu, Alejandro Maass, Damien Eveillard

The paper identifies global hotspots of plankton-based ecosystem services by integrating satellite data with metagenomic functions and machine learning.

bioRxiv · Sep 24, 2026 · PreprintEcology