Onstruction have been performed as described above for the AA trees. We contrasted models that did and didn’t let for v rate variation (i.e., the “Equal” versus “M3” codon model in MrBayes). AWTY evaluation indicated that the latter was not able to converge effectively, so we applied the outcomes of your Equal model.Ancestral Sequence ReconstructionThe PAML package [65] was used to infer the posterior AA probability per internet site within the ancestors of interest under several normally applied models of protein evolution (LG, WAG, JTT), utilizing the corresponding Bayesian consensus phylogenies. Both marginal and joint probability reconstructions were performed. The marginal reconstructions are presented in Table S1. Protein sequences resulting from marginal reconstructions beneath PubMed ID:http://www.ncbi.nlm.nih.gov/pubmed/20136421 the JTT model have been applied to synthetize ancestral enzymes.Supplies and Procedures Phylogenetic Tree ConstructionIn total, the nucleotide and protein sequences of 169 extant maltases had been collected for yeast species ranging from Saccharomyces cerevisiae to Pichia and Candida species. For Kluyveromyces thermotolerans, Saccharomyces kluyveri, and Kluyveromyces lactis, sequences had been downloaded from Genolevures (www.genolevures.org). Sequences for a lot of of the Saccharomyces cerevisiae and Saccharomyces paradoxus genes had been obtained in the sequence assemblies offered by the Wellcome Trust Sanger Institute (http://www.sanger.ac.uk/ research/projects/genomeinformatics/sgrp.html). All the remaining extant maltase sequences have been downloaded from NCBI (www.ncbi.nlm.nih.gov/). Sequences with higher than 92 pairwise protein sequence similarity to other sequences in the dataset had been removed to decrease the phylogenetic complexity. All seven Saccharomyces cerevisiae S288c alleles were kept, on the other hand, yielding a final dataset of 50 sequences (see also Dataset S1). We utilised ProtTest two.four [63] to score diverse models of protein evolution for constructing an AA-based phylogenetic tree. AllPLOS Biology | www.plosbiology.orgPositive Choice TestsWe performed tests for positive choice around the codon-based phylogeny obtained as described above. Different branch strategies and branch-site methods included within the PAML [65] and HyPhy [66] packages have been employed. Branch tests. We initially explored the modify in selective forces more than time applying the branch models implemented inside the PAML package. The match on the free-ratio model, which assigns an independent v worth for every single branch, was discovered to be significantly much better than that of null model assigning only one v value for the complete tree (LRT stat = 438.43; df = 60; p,0.0001). This testFunctional Innovation through Gene Duplicationconfirms the presence of variability in selection pressure across branches of your codon tree, but its v estimates will not be reliable since the free-ratio model suffers from overparameterization. We M2951 therefore applied the GABranch method, offered as an extension for the HyPhy package [41,66], as described in [67]. This approach uses a genetic algorithm to search by way of the space of probable models and divides the branches of your phylogenetic tree in subsets of branches that share the same v estimate, minimizing parametric complexity. We utilised the 012034 GTR nucleotide model, chosen by a HyPhy model selection routine from all 203 out there GTR models. We repeated the GABranch process on 5 replicates and pooled benefits for postprocessing, after making sure that all replicates reached comparable options. The postprocessing resulted inside a final branch part.
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