Conformational searches for the global minimum of protein models

David M. Ferguson, Amanda Marsh, Thomas Metzger, David G. Garrett, Keith Kastella

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

The conformational space of two protein structures has been examined using a stochastic search method in an effort to locate the global minimum conformation. In order to reduce this optimization problem to a tractable level, we have implemented a simplified force field representation of the protein structure that drastically reduces the degrees of freedom. The model replaces each ammo acid (containing many atoms) with a single sphere centered on the Cα position. These spheres are connected by virtual bonds, producing a "string of beads" model of the peptide chain. This model has been coupled with our stochastic search method to globally optimize the conformation of two common structural motifs found in proteins, a 22-residue α-helical hairpin and a 46-residue β-barrel. The search method described further reduces the optimization problem by taking advantage of the rotational isomerisms associated with molecular conformations and stochastically explores the energy surface using internal, torsional degrees of freedom. The approach proved to be highly efficient for globally optimizing the conformation of the α-helical hairpin and β-barrel structure on a moderately powered workstation. The results were further verified by applying variations in the search strategy that probed the low energy regions of conformational space near the suspected global minimum. Since this method also provides information regarding the low energy conformers, we have presented an analysis of the structures populated, and brief comparisons with other work. Finally, we applied the method to globally optimize the conformation of a 9-residue peptide fragment using a popular all-atom representation and successfully located the global minimum consistent with results from previous work.

Original languageEnglish (US)
Pages (from-to)209-227
Number of pages19
JournalJournal of Global Optimization
Volume4
Issue number2
DOIs
StatePublished - Mar 1 1994

Keywords

  • Protein conformation
  • conformational searching
  • molecular mechanics

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