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 method to 266 genomes directly led to testable hypotheses such as the link between the potential of microorganisms to cause periodontal disease and their ability to degrade histidine, a link also supported by clinical studies.
journal_name
Genome Bioljournal_title
Genome biologyauthors
Kastenmüller G,Schenk ME,Gasteiger J,Mewes HWdoi
10.1186/gb-2009-10-3-r28subject
Has Abstractpub_date
2009-01-01 00:00:00pages
R28issue
3eissn
1474-7596issn
1474-760Xpii
gb-2009-10-3-r28journal_volume
10pub_type
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