9Horizontal gene transfer is an important factor in bacterial evolution that can act across 10 species boundaries. Yet, we know little about rate and genomic targets of cross-lineage 11 gene transfer, and about its effects on the recipient organism's physiology and fitness. 12Here, we address these questions in a parallel evolution experiment with two Bacillus 13 subtilis lineages of 7% sequence divergence. We observe rapid evolution of hybrid 14 organisms: gene transfer swaps ~12% of the core genome in just 200 generations, and 15 60% of core genes are replaced in at least one population. By genomics, transcriptomics, 16fitness assays, and statistical modeling, we show that transfer generates adaptive evolution 17 and functional alterations in hybrids. Specifically, our experiments reveal a strong, 18repeatable fitness increase of evolved populations in the stationary growth phase. By 19 genomic analysis of the transfer statistics across replicate populations, we infer that 20 selection on HGT has a broad genetic basis: 40% of the observed transfers are adaptive.
21At the level of functional gene networks, we find signatures of negative and positive 22 selection, consistent with hybrid incompatibilities and adaptive evolution of network 23 functions. Our results suggest that gene transfer navigates a complex cross-lineage fitness 24 landscape, bridging epistatic barriers along multiple high-fitness paths. 25 26
Significance statement 27In a parallel evolution experiment, we probe lateral gene transfer between two Bacillus subtilis 28 lineages close to the species boundary. We show that laboratory evolution by horizontal gene 29 transfer can rapidly generate hybrid organisms with broad genomic and functional alterations. 30By combining genomics, transcriptomics, fitness assays and statistical modeling, we map the 31 selective effects underlying gene transfer. We show that transfer takes place under genome-32 wide positive and negative selection, generating a net fitness increase in hybrids. The 33 evolutionary dynamics efficiently navigates this fitness landscape, finding viable paths with 34 increasing fraction of transferred genes. 35 36