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TMB-Hunt: a web server to screen sequence sets for transmembrane ß-barrel proteins
School of Biochemistry and Microbiology, University of Leeds Leeds LS2 9JT, UK
*To whom correspondence should be addressed. Tel: +44 113 2333116; Fax: +44 113 2333167; Email: westhead{at}bmb.leeds.ac.uk
Received February 14, 2005. Revised March 9, 2005. Accepted March 9, 2005.
TMB-Hunt is a program that uses a modified k-nearest neighbour (k-NN) algorithm to classify protein sequences as transmembrane ß-barrel (TMB) or non-TMB on the basis of whole sequence amino acid composition. By including differentially weighted amino acids, evolutionary information and by calibrating the scoring, a discrimination accuracy of 92.5% was achieved, as tested using a rigorous cross-validation procedure. The TMB-Hunt web server, available at www.bioinformatics.leeds.ac.uk/betaBarrel, allows screening of up to 10 000 sequences in a single query and provides results and key statistics in a simple colour coded format.
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