Simultaneous Bayesian gene tree reconstruction and reconciliation analysis.
We present GSR, a probabilistic model integrating gene duplication, sequence evolution, and a relaxed molecular clock for substitution rates, that enables genomewide analysis of gene families. The gene duplication and loss process is a major cause for incongruence between gene and species tree, and deterministic methods have been developed to explain such differences through tree reconciliations. Although probabilistic methods for phylogenetic inference have been around for decades, probabilistic reconciliation methods are far less established. Based on our model, we have implemented a Bayesian analysis tool, PrIME-GSR, for gene tree inference that takes a known species tree into account. Our implementation is sound and we demonstrate its utility for genomewide gene-family analysis by applying it to recently presented yeast data. We validate PrIME-GSR by comparing with previous analyses of these data that take advantage of gene order information. In a case study we apply our method to the ADH gene family and are able to draw biologically relevant conclusions concerning gene duplications creating key yeast phenotypes. On a higher level this shows the biological relevance of our method. The obtained results demonstrate the value of a relaxed molecular clock. Our good performance will extend to species where gene order conservation is insufficient.
Akerborg
Orjan
O
School for Computer Science and Communication, Royal Institute of Technology, SE-10044 Stockholm, Sweden.
Sennblad
Bengt
B
Arvestad
Lars
L
Lagergren
Jens
J
D001499:Bayes Theorem; D020440:Gene Duplication; D016681:Genome, Fungal; D007700:Kinetics; D008957:Models, Genetic; D009154:Mutation; D010802:Phylogeny; D015003:Yeasts / Q000235:genetics