Reversible polymorphism-aware phylogenetic models and their application to tree inference. (21st October 2016)

• Record Type: Journal Article
• Authors: Schrempf, Dominik; Minh, Bui Quang; De Maio, Nicola; von Haeseler, Arndt; Kosiol, Carolin
• Is Part Of: Journal of theoretical biology. Volume 407(2016)
• Page Start: 362
• Page End: 370
• Publication Date: 2016-10-21
• Subjects: Species tree -- Phylogenetics -- Incomplete lineage sorting -- Substitution model -- Reversible polymorphism-aware phylogenetic model; Biology -- Periodicals; Biological Science Disciplines -- Periodicals; Biology -- Periodicals; Biologie -- Périodiques; Theoretische biologie; Biology; Periodicals; 571.05
• DOI: 10.1016/j.jtbi.2016.07.042
• Languages: English
• ISSNs: 0022-5193

Abstract

Abstract: We present a reversible Polymorphism-Aware Phylogenetic Model (revPoMo) for species tree estimation from genome-wide data. revPoMo enables the reconstruction of large scale species trees for many within-species samples. It expands the alphabet of DNA substitution models to include polymorphic states, thereby, naturally accounting for incomplete lineage sorting. We implemented revPoMo in the maximum likelihood software IQ-TREE. A simulation study and an application to great apes data show that the runtimes of our approach and standard substitution models are comparable but that revPoMo has much better accuracy in estimating trees, divergence times and mutation rates. The advantage of revPoMo is that an increase of sample size per species improves estimations but does not increase runtime. Therefore, revPoMo is a valuable tool with several applications, from speciation dating to species tree reconstruction. Abstract : Highlights: Species tree inference from genome-wide population data. Takes incomplete lineage sorting into account. Analytical solution of stationary distribution and formal proof of reversibility. Reversibility ensures swiftness and stability. Increase of sample size per species improves estimations without raising runtime. Comparison to the Wright-Fisher diffusion.