Blind protein structure prediction using accelerated free-energy simulations

Sci Adv. 2016 Nov 11;2(11):e1601274. doi: 10.1126/sciadv.1601274. eCollection 2016 Nov.

Abstract

We report a key proof of principle of a new acceleration method [Modeling Employing Limited Data (MELD)] for predicting protein structures by molecular dynamics simulation. It shows that such Boltzmann-satisfying techniques are now sufficiently fast and accurate to predict native protein structures in a limited test within the Critical Assessment of Structure Prediction (CASP) community-wide blind competition.

Keywords: Protein folding; molecular dynamics; replica exchange; simulations; structure prediction.

MeSH terms

  • Molecular Dynamics Simulation*
  • Protein Folding*
  • Proteins / chemistry*
  • Software*

Substances

  • Proteins