Abstract

When inferring phylogenetic relationships, not all sites in a sequence alignment are equally informative. One recently proposed approach that takes advantage of this inequality relies on sites that contain amino acids whose replacement requires multiple substitutions. Identifying these so-called RGC_CAM substitutions (after Rare Genomic Changes as Conserved Amino acids-Multiple substitutions) requires that, first, at any given site in the amino acid sequence alignment, there must be a minimum of two different amino acids; second, each amino acid must be present in at least two taxa; and third, the amino acids must require a minimum of two nucleotide substitutions to replace each other. Although theory suggests that RGC_CAM substitutions are expected to be rare and less likely to be homoplastic, the informativeness of RGC_CAM substitutions has not been extensively evaluated in biological data sets. We investigated the quality of RGC_CAM substitutions by examining their degree of homoplasy and internode certainty in nearly 2.7 million aligned amino acid sites from 5,261 proteins from five species belonging to the yeast Saccharomyces sensu stricto clade whose phylogeny is well-established. We identified 2,647 sites containing RGC_CAM substitutions, a number that contrasts sharply with the 100,887 sites containing RGC_non-CAM substitutions (i.e., changes between amino acids that require only a single nucleotide substitution). We found that RGC_CAM substitutions had significantly lower homoplasy than RGC_non-CAM ones; specifically RGC_CAM substitutions showed a per-site average homoplasy index of 0.100, whereas RGC_non-CAM substitutions had a homoplasy index of 0.215. Internode certainty values were also higher for sites containing RGC_CAM substitutions than for RGC_non-CAM ones. These results suggest that RGC_CAM substitutions possess a strong phylogenetic signal and are useful markers for phylogenetic inference despite their rarity.

Highlights

  • Recent advances in genomics, computer science and systematics theory have invigorated the pursuit of assembling the tree of life [1]

  • We define RGC_CAM substitutions as substitutions that occur at a site in an amino acid sequence alignment that fulfill three criteria: a) a minimum of two different amino acids must be present at the site, b) each amino acid must be present in at least two taxa, and c) a replacement of one amino acid for the other must take a minimum of two nucleotide substitutions (Fig. 1)

  • A complementary Perl script was written to identify all sites in an amino acid sequence alignment that meet the first two RGC_CAM substitution criteria but in which the substitution of one amino acid for the other occurs via a single nucleotide substitution

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Summary

Introduction

Computer science and systematics theory have invigorated the pursuit of assembling the tree of life [1]. Aimed at reducing the impact of homoplasy on phylogenetic inference, RGC_CAM substitutions are typically identified only by considering sites in an amino acid sequence alignment that contain amino acid residues that require 2 or 3 nucleotide substitutions to replace one another.

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