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© Research
Publication : Data in Brief

Simulation data for the estimation of numerical constants for approximating pairwise evolutionary distances between amino acid sequences

Scientific Fields
Diseases
Organisms
Applications
Technique

Published in Data in Brief - 08 Jul 2019

Bigot T, Guglielmini J, Criscuolo A

Link to Pubmed [PMID] – 31440543

Data Brief 25:104212

Estimating the number of substitution events per site that have occurred during the evolution of a pair of amino acid sequences is a common task in phylogenetics and comparative genomics that often requires quite slow maximum-likelihood procedures when taking into account explicit evolutionary models. Data presented in this article are large sets of numbers of substitution events and associated numbers of observed differences between pairs of aligned amino acid sequences that have been generated through a simulation procedure of sequence evolution under a broad range of evolutionary models. These data are available at https://zenodo.org/record/2653704 (doi:10.5281/zenodo.2653704). They are accompanied in this paper by figures showing the strong relationship between the corresponding evolutionary and uncorrected distances, as well as estimated numerical constants that determine non-linear functions that fit the simulated data. These numerical constants can be useful to quickly estimate pairwise evolutionary distances directly from uncorrected distances between aligned amino acid sequences.

Relationship between the uncorrected distance p (x-axis) and the evolutionary distance d (y-axis) for the amino acid substitution model LG. Poisson correction and Equal-Input distance functions d=ab[(1−p/b)−1/a−1] are drawn in red and blue, respectively.