SCORER 2.0: an algorithm for distinguishing parallel dimeric and trimeric coiled-coil sequences

Bioinformatics. 2011 Jul 15;27(14):1908-14. doi: 10.1093/bioinformatics/btr299. Epub 2011 May 16.

Abstract

Motivation: The coiled coil is a ubiquitous α-helical protein structure domain that directs and facilitates protein-protein interactions in a wide variety of biological processes. At the protein-sequence level, coiled coils are quite straightforward and readily recognized via the conspicuous heptad repeats of hydrophobic and polar residues. However, structurally they are more complicated, existing in a range of oligomer states and topologies. Here, we address the issue of predicting coiled-coil oligomeric state from protein sequence.

Results: The predominant coiled-coil oligomer states in Nature are parallel dimers and trimers. Here, we improve and retrain the first-published algorithm, SCORER, that distinguishes these states, and test it against the current standard, MultiCoil. The SCORER algorithm has been revised in two key respects: first, the statistical basis for SCORER is improved markedly. Second, the training set for SCORER has been expanded and updated to include only structurally validated coiled coils. The result is a much-improved oligomer state predictor that outperforms MultiCoil, particularly in assigning oligomer state to short coiled coils, and those that are diverse from the training set.

Availability: SCORER 2.0 is available via a web interface at http://coiledcoils.chm.bris.ac.uk/Scorer. Source code, training sets and Supporting Information can be downloaded from the same site.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Amino Acid Motifs
  • Internet
  • Protein Multimerization
  • Protein Structure, Secondary
  • Proteins / chemistry
  • Sequence Analysis, Protein / methods*
  • Software*

Substances

  • Proteins