Horizontal transfer of plasmids is one of the main drivers of bacterial adaptation, resulting e.g. in the spread of antibiotic resistance. We investigated the marine Roseobacter group and studied how conjugation affects the gene expression and biology of the new host. We showed that the two syntenic 126 kb and 191 kb plasmids of Dinoroseobacter shibae can be conjugated into representatives of all major lineages of Rhodobacteraceae. In the model organism Phaeobacter inhibens their acquisition resulted in differential expression of genes related to motility, transport and the synthesis of vitamins. Moreover, the decrease of the potent antibiotic tropodithietic acid reduced the energetic burden of Phaeobacter and resulted in an enhanced growth. While the T4SS systems of both plasmids were silenced in the new host, the ability to kill the dinoflagellate was exclusively transferred via the 191 kb plasmid from D. shibae to P. inhibens. Our findings showed drastic consequences of plasmid conjugation genetic reprogramming of the novel host resulted in considerable fitness changes leading to the prediction that horizontal gene transfer triggers bacterial speciation. Overall design: 2 to 3 independent biological replicates for each of the strains were collected. Replicons present in all strains were taken into account for each comparison.