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OrthoFinder: improved phylogenetic orthology inference with enhanced accuracy and scalability

["David Emms","Yi Liu","Laurence J. Belcher","Jonathan Holmes","Steven L. Kelly"] · 9 Jun 2026 · OpenAlex · Machine learning

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 .

ScalabilityInferenceComputer sciencePhylogenetic treeComputational biology