OrthoFinder: improved phylogenetic orthology inference with enhanced accuracy and scalability

Here we present a major advancement of the OrthoFinder method. This extends OrthoFinder's high-accuracy comparative genomic framework to provide substantially enhanced scalability and accuracy. Specifically, we show that enhanced phylogenetic delineation of orthogroups provides a 7% relative increase in orthogroup inference accuracy. We further demonstrate that a new gene assignment method substantially reduces overall runtime RAM usage without compromising accuracy. The latest version of OrthoFinder is available via GitHub at https://github.com/OrthoFinder/OrthoFinder .

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Publication Details

Journal
Nature Methods
Published
2026-06-09
DOI
https://doi.org/10.1038/s41592-026-03126-6
Primary Topic
Genomics and Phylogenetic Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

OrthoFinder: improved phylogenetic orthology inference with enhanced accuracy and scalability

Steven Kelly, David Emms, Laurence J. Belcher, Yi Liu et al.
Nature Methods
Genomics and Phylogenetic Studies
article

OrthoFinder: improved phylogenetic orthology inference with enhanced accuracy and scalability

Steven Kelly, David Emms, Laurence J. Belcher, Yi Liu, Jonathan Holmes
article en

Abstract

Here we present a major advancement of the OrthoFinder method. This extends OrthoFinder's high-accuracy comparative genomic framework to provide substantially enhanced scalability and accuracy. Specifically, we show that enhanced phylogenetic delineation of orthogroups provides a 7% relative increase in orthogroup inference accuracy. We further demonstrate that a new gene assignment method substantially reduces overall runtime RAM usage without compromising accuracy. The latest version of OrthoFinder is available via GitHub at https://github.com/OrthoFinder/OrthoFinder .

Nature Methods
University of Oxford (GB)
Wellcome, Wellcome Trust
Openalex Percentile: Top 11%
Genomics and Phylogenetic Studies
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