4.6 Review

Next-generation development and application of codon model in evolution

Journal

FRONTIERS IN GENETICS
Volume 14, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fgene.2023.1091575

Keywords

codon substitution models; mechanistic model; empirical model; semi-emperical models; evolution; phylogenetic reconstruction

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Numerous substitution models have been developed to estimate the evolutionary history of any sequence/organism, and the codon substitution model is the most powerful. However, due to higher computational demand, only a few studies have used this model for genome-scale analysis. Hence, there is a need to develop more robust and less computationally demanding codon substitution models. This review article explores the basis of different codon substitution models and discusses how to develop more efficient models.
To date, numerous nucleotide, amino acid, and codon substitution models have been developed to estimate the evolutionary history of any sequence/organism in a more comprehensive way. Out of these three, the codon substitution model is the most powerful. These models have been utilized extensively to detect selective pressure on a protein, codon usage bias, ancestral reconstruction and phylogenetic reconstruction. However, due to more computational demanding, in comparison to nucleotide and amino acid substitution models, only a few studies have employed the codon substitution model to understand the heterogeneity of the evolutionary process in a genome-scale analysis. Hence, there is always a question of how to develop more robust but less computationally demanding codon substitution models to get more accurate results. In this review article, the authors attempted to understand the basis of the development of different types of codon-substitution models and how this information can be utilized to develop more robust but less computationally demanding codon substitution models. The codon substitution model enables to detect selection regime under which any gene or gene region is evolving, codon usage bias in any organism or tissue-specific region and phylogenetic relationship between different lineages more accurately than nucleotide and amino acid substitution models. Thus, in the near future, these codon models can be utilized in the field of conservation, breeding and medicine.

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