Time-Dependent Markov State Models for Single Molecule Force Spectroscopy.

This Letter demonstrates that using time-dependent Markov state models (TD-MSMs) one can obtain molecular-scale insights into force-extension curves for a variety of stretching experiments. A master-MSM constructed at a reference extension forms the basis for generating the required TD-MSM, i.e., the TD-MSM that is appropriate for the stretching experiment can be constructed from a single master-MSM. In addition, the availability of state-specific force models enable calculation of force-extension behavior in a variety of ensembles. Changes in the network topology upon stretching are related through a thermodynamic quantity termed the mechanical disposition. Proof-of-principle is provided using a stretched alanine decapeptide under a time-varying pulling force.

[1]  G. Hummer,et al.  Theory, analysis, and interpretation of single-molecule force spectroscopy experiments , 2008, Proceedings of the National Academy of Sciences.

[2]  Single molecules in an extension clamp: extracting rates and activation barriers. , 2013, Physical review letters.

[3]  Abhijit Chatterjee,et al.  Uncertainty in a Markov state model with missing states and rates: Application to a room temperature kinetic model obtained using high temperature molecular dynamics. , 2015, The Journal of chemical physics.

[4]  W. Greenleaf,et al.  High-resolution, single-molecule measurements of biomolecular motion. , 2007, Annual review of biophysics and biomolecular structure.

[5]  D. Thirumalai,et al.  From mechanical folding trajectories to intrinsic energy landscapes of biopolymers , 2013, Proceedings of the National Academy of Sciences.

[6]  K. Schulten,et al.  Free energy calculation from steered molecular dynamics simulations using Jarzynski's equality , 2003 .

[7]  Xiaotang Hu,et al.  Force spectroscopy studies on protein–ligand interactions: A single protein mechanics perspective , 2014, FEBS letters.

[8]  David J Wales,et al.  Evolution of the potential energy landscape with static pulling force for two model proteins. , 2012, The journal of physical chemistry. B.

[9]  R. Zwanzig From classical dynamics to continuous time random walks , 1983 .

[10]  G. Hummer,et al.  Coarse master equations for peptide folding dynamics. , 2008, The journal of physical chemistry. B.

[11]  Cees Dekker,et al.  Recent advances in magnetic tweezers. , 2012, Annual review of biophysics.

[12]  Gerhard Hummer,et al.  Free energy profiles from single-molecule pulling experiments , 2010, Proceedings of the National Academy of Sciences.

[13]  C. Bustamante,et al.  Ten years of tension: single-molecule DNA mechanics , 2003, Nature.

[14]  M. G. Evans,et al.  Some applications of the transition state method to the calculation of reaction velocities, especially in solution , 1935 .

[15]  Christof Schütte,et al.  Building Markov State Models for Periodically Driven Non-Equilibrium Systems. , 2015, Journal of chemical theory and computation.

[16]  Frank Noé,et al.  Markov models of molecular kinetics: generation and validation. , 2011, The Journal of chemical physics.

[17]  Vijesh J Bhute,et al.  Accuracy of a Markov state model generated by searching for basin escape pathways. , 2013, The Journal of chemical physics.

[18]  Frank Noé,et al.  Markov state models based on milestoning. , 2011, The Journal of chemical physics.

[19]  Gerhard Hummer,et al.  Intrinsic rates and activation free energies from single-molecule pulling experiments. , 2006, Physical review letters.

[20]  Vijay S. Pande,et al.  Everything you wanted to know about Markov State Models but were afraid to ask. , 2010, Methods.

[21]  O. Dudko Decoding the mechanical fingerprints of biomolecules , 2015, Quarterly Reviews of Biophysics.

[22]  Abhijit Chatterjee,et al.  An overview of spatial microscopic and accelerated kinetic Monte Carlo methods , 2007 .

[23]  O. Dudko,et al.  A transformation for the mechanical fingerprints of complex biomolecular interactions , 2013, Proceedings of the National Academy of Sciences.

[24]  O. Dudko,et al.  Locating the barrier for folding of single molecules under an external force. , 2011, Physical review letters.

[25]  K. Neuman,et al.  Single-molecule force spectroscopy: optical tweezers, magnetic tweezers and atomic force microscopy , 2008, Nature Methods.

[26]  Gerhard Hummer,et al.  Kinetics from nonequilibrium single-molecule pulling experiments. , 2003, Biophysical journal.