Phylogenetic modeling of lateral gene transfer reconstructs the pattern and relative timing of speciations

被引:115
作者
Szollosi, Gergely J. [1 ,2 ]
Boussau, Bastien [1 ,2 ,3 ]
Abby, Sophie S. [4 ,5 ]
Tannier, Eric [1 ,2 ,6 ]
Daubin, Vincent [1 ,2 ]
机构
[1] Univ Lyon 1, Lab Biometrie & Biol Evolut, Ctr Natl Rech Sci, Unite Mixte Rech 5558, F-69622 Villeurbanne, France
[2] Univ Lyon, F-69000 Lyon, France
[3] Univ Calif Berkeley, Dept Integrat Biol, Berkeley, CA 94720 USA
[4] Inst Pasteur, Dept Genomes & Genet, F-75015 Paris, France
[5] Ctr Natl Rech Sci, Unite Mixte Rech 3525, F-75015 Paris, France
[6] Inst Natl Rech Informat & Automat Rhone Alpes, F-38334 Montbonnot St Martin, France
关键词
molecular dating; gene tree reconciliation; birth-death model; FOSSIL RECORD; TREE; EVOLUTION; RISE; RECONCILIATION; CYANOBACTERIA; ORIGIN; SET;
D O I
10.1073/pnas.1202997109
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The timing of the evolution of microbial life has largely remained elusive due to the scarcity of prokaryotic fossil record and the confounding effects of the exchange of genes among possibly distant species. The history of gene transfer events, however, is not a series of individual oddities; it records which lineages were concurrent and thus provides information on the timing of species diversification. Here, we use a probabilistic model of genome evolution that accounts for differences between gene phylogenies and the species tree as series of duplication, transfer, and loss events to reconstruct chronologically ordered species phylogenies. Using simulations we show that we can robustly recover accurate chronologically ordered species phylogenies in the presence of gene tree reconstruction errors and realistic rates of duplication, transfer, and loss. Using genomic data we demonstrate that we can infer rooted species phylogenies using homologous gene families from complete genomes of 10 bacterial and archaeal groups. Focusing on cyanobacteria, distinguished among prokaryotes by a relative abundance of fossils, we infer the maximum likelihood chronologically ordered species phylogeny based on 36 genomes with 8,332 homologous gene families. We find the order of speciation events to be in full agreement with the fossil record and the inferred phylogeny of cyanobacteria to be consistent with the phylogeny recovered from established phylogenomics methods. Our results demonstrate that lateral gene transfers, detected by probabilistic models of genome evolution, can be used as a source of information on the timing of evolution, providing a valuable complement to the limited prokaryotic fossil record.
引用
收藏
页码:17513 / 17518
页数:6
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