E Gail Hutchinson | PubMed Health

PubMed2002

Toward predicting protein topology: an approach to identifying beta hairpins.

Although secondary structure prediction methods have recently improved, progress from secondary to tertiary structure prediction has been limited. A promising but largely unexplored route to this goal is to predict structure motifs from secondary structure knowledge. Here we present a novel method for the recognition of beta hairpins that combines secondary structure predictions and threading methods by using a database search and a neural network approach. The method successfully predicts 48 and 77%, respectively, of all of hairpin and nonhairpin beta-coil-beta motifs in a protein database. We find that the main contributors to motif recognition are predicted accessibility and turn propensities.

Databases, Factual↗

PubMed2001

A designed system for assessing how sequence affects alpha to beta conformational transitions in proteins.

The role of amino acid sequence in conformational switching observed in prions and proteins associated with amyloid diseases is not well understood. To study alpha to beta conformational transitions, we designed a series of peptides with structural duality; namely, peptides with sequence features of both an alpha-helical leucine zipper and a beta-hairpin. The parent peptide, Template-alpha, was designed to be a canonical leucine-zipper motif and was confirmed as such using circular dichroism spectroscopy and analytical ultracentrifugation. To introduce beta-structure character into the peptide, glutamine residues at sites away from the leucine-zipper dimer interface were replaced by threonine to give Template-alphaT. Unlike the parent peptide, Template-alphaT underwent a heat-inducible switch to beta-structure, which reversibly formed gels containing amyloid-like fibrils. In contrast to certain other natural proteins where destabilization of the native states facilitate transitions to amyloid, destabilization of the leucine-zipper form of Template-alphaT did not promote a transformation. Cross-linking the termini of the peptides compatible with the alternative beta-hairpin design, however, did promote the change. Furthermore, despite screening various conditions, only the internally cross-linked form of the parent, Template-alpha, peptide formed amyloid-like fibrils. These findings demonstrate that, in addition to general properties of the polypeptide backbone, specific residue placements that favor beta-structure promote amyloid formation.

Algorithms↗