Nucleic Acids Research · 1998 · 786 citations · 9 references
Life SciencesBioinformaticsBiologyComputational BiologyGenomicsSequence AnalysisProfile Hidden Markov ModelsProtein DomainsProtein Sequence AnalysisSequence AlignmentSequence Similarity SearchDomain FamiliesDomain SuperfamiliesMultiple Sequence AlignmentProfile Hidden Markov Model AlignmentProtein Domain ClassificationProtein Domain PredictionProtein Sequence AlignmentSequence Similarity
Pfam contains multiple alignments and hidden Markov model based profiles (HMM-profiles) of complete protein domains. The definition of domain boundaries, family members and alignment is done semi-automatically based on expert knowledge, sequence similarity, other protein family databases and the ability of HMM-profiles to correctly identify and align the members. Release 2.0 of Pfam contains 527 manually verified families which are available for browsing and on-line searching via the World Wide Web in the UK at http://www.sanger.ac.uk/Pfam/ and in the US at http://genome.wustl. edu/Pfam/ Pfam 2.0 matches one or more domains in 50% of Swissprot-34 sequences, and 25% of a large sample of predicted proteins from the Caenorhabditis elegans genome.
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Hidden Markov Models in Computational Biology
Anders Krogh, Michael Brown, Shahzad I. Mian et al. · Journal of Molecular Biology · 1994 · 2K citations
Engineering, Bioinformatics, Biology +14
The PROSITE database, its status in 1997
Amos Bairoch, Philip Bucher, Kay Hofmann · Nucleic Acids Research · 1997 · 1.8K citations · Full text