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Generation of accurate, expandable phylogenomic trees with uDance.

Authors :
Balaban, Metin
Jiang, Yueyu
Zhu, Qiyun
McDonald, Daniel
Knight, Rob
Mirarab, Siavash
Source :
Nature Biotechnology; May2024, Vol. 42 Issue 5, p768-777, 10p
Publication Year :
2024

Abstract

Phylogenetic trees provide a framework for organizing evolutionary histories across the tree of life and aid downstream comparative analyses such as metagenomic identification. Methods that rely on single-marker genes such as 16S rRNA have produced trees of limited accuracy with hundreds of thousands of organisms, whereas methods that use genome-wide data are not scalable to large numbers of genomes. We introduce updating trees using divide-and-conquer (uDance), a method that enables updatable genome-wide inference using a divide-and-conquer strategy that refines different parts of the tree independently and can build off of existing trees, with high accuracy and scalability. With uDance, we infer a species tree of roughly 200,000 genomes using 387 marker genes, totaling 42.5 billion amino acid residues. Large, updatable phylogenetic trees are constructed using a divide-and-conquer strategy. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10870156
Volume :
42
Issue :
5
Database :
Complementary Index
Journal :
Nature Biotechnology
Publication Type :
Academic Journal
Accession number :
177311376
Full Text :
https://doi.org/10.1038/s41587-023-01868-8