ASTRAL-Pro: Quartet-Based Species-Tree Inference despite Paralogy.

Abstract:

:Phylogenetic inference from genome-wide data (phylogenomics) has revolutionized the study of evolution because it enables accounting for discordance among evolutionary histories across the genome. To this end, summary methods have been developed to allow accurate and scalable inference of species trees from gene trees. However, most of these methods, including the widely used ASTRAL, can only handle single-copy gene trees and do not attempt to model gene duplication and gene loss. As a result, most phylogenomic studies have focused on single-copy genes and have discarded large parts of the data. Here, we first propose a measure of quartet similarity between single-copy and multicopy trees that accounts for orthology and paralogy. We then introduce a method called ASTRAL-Pro (ASTRAL for PaRalogs and Orthologs) to find the species tree that optimizes our quartet similarity measure using dynamic programing. By studying its performance on an extensive collection of simulated data sets and on real data sets, we show that ASTRAL-Pro is more accurate than alternative methods.

journal_name

Mol Biol Evol

authors

Zhang C,Scornavacca C,Molloy EK,Mirarab S

doi

10.1093/molbev/msaa139

subject

Has Abstract

pub_date

2020-11-01 00:00:00

pages

3292-3307

issue

11

eissn

0737-4038

issn

1537-1719

pii

5850411

journal_volume

37

pub_type

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