## Abstract Prediction of membrane spanning segments in Ξ²βbarrel outer membrane proteins (OMP) and their topology is an important problem in structural and functional genomics. In this work, we propose a method based on radial basis networks for predicting the number of Ξ²βstrands in OMPs and identi
Topology prediction of membrane proteins
β Scribed by Patrick Argos; Bengt Persson
- Publisher
- Cold Spring Harbor Laboratory Press
- Year
- 2008
- Tongue
- English
- Weight
- 796 KB
- Volume
- 5
- Category
- Article
- ISSN
- 0961-8368
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β¦ Synopsis
Abstract
A new method is described for prediction of protein membrane topology (intraβ and extracellular sidedness) from multiply aligned amino acid sequences after determination of the membraneβspanning segments. The prediction technique relies on residue compositional differences in the protein segments exposed at each side of the membrane. Intra/extracellular ratios are calculated for the residue types Asn, Asp, Gly, Phe, Pro, Trp, Tyr, and Val, preferably found on the extracellular side, and for Ala, Arg, Cys, and Lys, mostly occurring on the intracellular side. The consensus over these 12 residue distributions is used for sidedness prediction. The method was developed with a test set of 42 protein families, for which all but one were correctly predicted with the new algorithm. This represents an improvement over predictions based on the widely used βpositiveβinside ruleβ and other techniques, where at least six mispredictions were observed for the same data set. Further, application of this and other methods to 12 protein families not in the test set still showed the better performance of the present technique, which was subsequently applied to another set of membrane protein families where the topology has yet to be determined.
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