Fold recognition and accurate sequence–structure alignment of sequences directing β‐sheet proteins

作者: Andrew V. McDonnell , Matthew Menke , Nathan Palmer , Jonathan King , Lenore Cowen

DOI: 10.1002/PROT.20942

关键词:

摘要: The ability to predict structure from sequence is particularly important for toxins, virulence factors, allergens, cytokines, and other proteins of public health importance. Many such functions are represented in the parallel beta-helix beta-trefoil families. A method using pairwise beta-strand interaction probabilities coupled with evolutionary information by profiles developed tackle these problems folds. algorithm BetaWrapPro employs a "wrapping" component that may capture folding processes an initiation stage followed processive already-formed motifs. outperforms all previous motif recognition programs folds, recognizing 100% sensitivity 99.7% specificity 92.5% specificity, crossvalidation on database nonredundant known positive negative examples fold classes PDB. It additionally aligns 88% residues beta-helices 86% beta-trefoils accurately (within four exact position) structural template, which then used side-chain packing program SCWRL produce 3D predictions. One striking result has been prediction unexpected pollen allergen, its recent confirmation through solution structure. Web server running available outputs putative PDB-style coordinates sequences predicted form target

参考文章(47)
Michael Gribskov, Roland Lothy, David Eisenberg, [9] Profile analysis Methods in Enzymology. ,vol. 183, pp. 146- 159 ,(1990) , 10.1016/0076-6879(90)83011-W
Burkhard Rost, Chris Sander, Prediction of Protein Secondary Structure at Better than 70% Accuracy Journal of Molecular Biology. ,vol. 232, pp. 584- 599 ,(1993) , 10.1006/JMBI.1993.1413
S Steinbacher, R Seckler, S Miller, B Steipe, R Huber, P Reinemer, Crystal structure of P22 tailspike protein: interdigitated subunits in a thermostable trimer. Science. ,vol. 265, pp. 383- 386 ,(1994) , 10.1126/SCIENCE.8023158
Adam Zemla, ?eslovas Venclovas, John Moult, Krzysztof Fidelis, Processing and analysis of CASP3 protein structure predictions Proteins: Structure, Function, and Genetics. ,vol. 37, pp. 22- 29 ,(1999) , 10.1002/(SICI)1097-0134(1999)37:3+<22::AID-PROT5>3.0.CO;2-W
B. Berger, D. B. Wilson, E. Wolf, T. Tonchev, M. Milla, P. S. Kim, Predicting coiled coils by use of pairwise residue correlations. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 92, pp. 8259- 8263 ,(1995) , 10.1073/PNAS.92.18.8259
Lenore Cowen, Phil Bradley, Matthew Menke, Jonathan King, Bonnie Berger, Predicting the beta-helix fold from protein sequence data. Journal of Computational Biology. ,vol. 9, pp. 261- 276 ,(2002) , 10.1089/10665270252935458
Michael J. Bower, Fred E. Cohen, Roland L. Dunbrack, PREDICTION OF PROTEIN SIDE-CHAIN ROTAMERS FROM A BACKBONE-DEPENDENT ROTAMER LIBRARY : A NEW HOMOLOGY MODELING TOOL Journal of Molecular Biology. ,vol. 267, pp. 1268- 1282 ,(1997) , 10.1006/JMBI.1997.0926
Adrian A. Canutescu, Andrew A. Shelenkov, Roland L. Dunbrack, A graph-theory algorithm for rapid protein side-chain prediction Protein Science. ,vol. 12, pp. 2001- 2014 ,(2003) , 10.1110/PS.03154503
Roland L. Dunbrack, Martin Karplus, Backbone-dependent Rotamer Library for Proteins Application to Side-chain Prediction Journal of Molecular Biology. ,vol. 230, pp. 543- 574 ,(1993) , 10.1006/JMBI.1993.1170