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Machine learning methods were applied on sequenced fungal genomes to classify gene families. The Science As a proof of … that “taught” a computer how to classify 101 representative genomes of Dothideomycetes, the largest class of fungi, by … class  Dothideomycetes includes fungi that obtain nutrients from decaying organic matter (saprobes), and many plant …

… levels of methane, a potent greenhouse gas, regulate Earth’s climate. Most methane is produced in environments … scientists have shown at least two microorganisms from different phyla are capable of methanogenesis. Using … in  Nature .  Researchers started by collecting samples from Yellowstone’s hot springs, an extreme environment with …

… home to the DOE Joint Genome Institute (JGI). Researchers from the DOE Systems Biology Knowledgebase (KBase), the … The organisms on our planet encode these functions in their genomes, and the JGI is uniquely positioned to combine … algorithms to identify billions of protein sequences in metagenomes.  We continue to engage with our user community …