Reconstructing potential energy functions from simulated force-induced unbinding processes.
One-dimensional stochastic models demonstrate that molecular dynamics simulations of a few nanoseconds can be used to reconstruct the essential features of the binding potential of macromolecules. This can be accomplished by inducing the unbinding with the help of external forces applied to the molecules, and discounting the irreversible work performed on the system by these forces. The fluctuation-dissipation theorem sets a fundamental limit on the precision with which the binding potential can be reconstructed by this method. The uncertainty in the resulting potential is linearly proportional to the irreversible component of work performed on the system during the simulation. These results provide an a priori estimate of the energy barriers observable in molecular dynamics simulations.
Balsera
M
M
Beckman Institute and Department of Physics, University of Illinois, Urbana 61801, USA.
Stepaniants
S
S
Izrailev
S
S
Oono
Y
Y
Schulten
K
K
D001665:Binding Sites; D001704:Biopolymers / Q000737:chemistry*; D007700:Kinetics; D008024:Ligands; D018625:Microscopy, Atomic Force / Q000379:methods; D008956:Models, Chemical; D008968:Molecular Conformation; D011487:Protein Conformation; D011506:Proteins / Q000737:chemistry* / Q000378:metabolism; D015203:Reproducibility of Results; D013269:Stochastic Processes; D013816:Thermodynamics
D001704:Biopolymers; D008024:Ligands; D011506:Proteins