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Open access Sep 2026

Coupling of oceanographic state to the dark proteome: a foundation for genome-informed marine productivity modeling

Phytoplankton drive ∼46% of global primary production, yet whether their protein repertoires encode ocean conditions—and whether reference databases capture the environmentally responsive fraction—is unknown. We used a protein language model to classify 447.7 million proteins from 2,357 samples and analyzed domain prof...

D. Nelson, M. Plouviez, Sarah Daakour et al. · 0 citations

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