FastOMA

FastOMA provides linear scalability for orthology inference, enabling the processing of thousands of eukaryotic genomes within a day while maintaining the high accuracy and resolution of the Orthologous Matrix (OMA) approach.

Key Features:

• Linear scalability: FastOMA scales linearly with dataset size, addressing the poor scaling of traditional genomics methods with large datasets.
• High-throughput processing: FastOMA can process thousands of eukaryotic genomes within a day.
• Accuracy maintenance: FastOMA maintains the high accuracy and resolution of the well-established Orthologous Matrix (OMA) approach in benchmarks.

Scientific Applications:

• Large-scale eukaryotic genomics: FastOMA supports orthology inference for large-scale genome sequencing efforts, such as those aiming to sequence 1.5 million eukaryotes.
• Evolutionary and functional genomics: FastOMA enables studies revealing the origins, evolution, and genetic innovations of biological processes through orthology relationships.

Methodology:

FastOMA implements the Orthologous Matrix (OMA) approach with algorithmic optimizations for linear scalability.