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Uncovering metabolic pathways relevant to phenotypic traits of microbial genomes
2009
Genome Biology
Microbial metabolic pathways A new machine learning-based method is presented here for the identification of metabolic pathways related to specific phenotypes in multiple microbial genomes. Abstract Identifying the biochemical basis of microbial phenotypes is a main objective of comparative genomics. Here we present a novel method using multivariate machine learning techniques for comparing automatically derived metabolic reconstructions of sequenced genomes on a large scale. Applying our
doi:10.1186/gb-2009-10-3-r28
pmid:19284550
pmcid:PMC2690999
fatcat:grn3yolcyjcxzgwuzvlfedhwjy