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Simple Summary: Transposable elements, including DNA transposons, play a significant role in genetic material exchanges between prokaryotes and eukaryotes. Comparative profiling of the evolution pattern of DNA transposons between prokaryotes and eukaryotes may identify potential genetic material exchanges between them and provide insights into the evolutionary history of prokaryotic and eukaryotic genomes. The members of the IS630-Tc1-mariner (ITm) group may represent the most diverse and widely distributed DNA transposons in nature, and the discovery of new members of this group is highly expected based on the increasing availability of genome sequencing data. We discovered a new superfamily (termed Sailor) belonging to the ITm hyperfamily, which differed from the known superfamilies of Tc1/mariner, DDxD/pogo and DD34E/Gambol, regarding phylogenetic position and catalytic domain. Our data revealed that Sailor was distributed in both prokaryotes and eukaryotes and suggested that horizontal transfer (HT) events of Sailor may occur from prokaryotic to eukaryotic genomes. Finally, internal transmissions of Sailor in prokaryotes and eukaryotes were also detected. Here, a new superfamily of IS630-Tc1-mariner (ITm) DNA transposons, termed Sailor, is identified, that is characterized by a DD82E catalytic domain and is distinct from all previously known superfamilies of the ITm group. Phylogenetic analyses revealed that Sailor forms a monophyletic clade with a more intimate link to the clades of Tc1/mariner and DD34E/Gambol. Sailor was detected in both prokaryotes and eukaryotes and invaded a total of 256 species across six kingdoms. Sailor is present in nine species of bacteria, two species of plantae, four species of protozoa, 23 species of Chromista, 12 species of Fungi and 206 species of animals. Moreover, Sailor is extensively distributed in invertebrates (a total of 206 species from six phyla) but is absent in vertebrates. Sailor transposons are 1.38–6.98 kb in total length and encoded transposases of ~676 aa flanked by TIRs with lengths between 18, 1362 and 4 bp (TATA) target-site duplications. Furthermore, our analysis provided strong evidence of Sailor transmissions from prokaryotes to eukaryotes and internal transmissions in both. These data update the classification of the ITm group and will contribute to the understanding of the evolution of ITm transposons and that of their hosts. [ABSTRACT FROM AUTHOR]