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Here, we use state-of-the-art genome resolve metagenomics and comparative genomics to investigate the metagenome dynamics and hologenome of more than 70 adult foraging wild Atlantic salmon. We further compare the microbiotas from Atlantic salmon with gut bacteria of other fish species from Norway to elucidate environmental and host related dynamics.