Generalized Langevin Equation as a Model for Barrier Crossing Dynamics in Biomolecular Folding

被引:52
作者
Satija, Rohit [1 ]
Makarov, Dmitrii E. [1 ,2 ]
机构
[1] Univ Texas Austin, Dept Chem, Austin, TX 78712 USA
[2] Univ Texas Austin, Inst Computat Engn & Sci, Austin, TX 78712 USA
基金
美国国家科学基金会;
关键词
TRANSITION PATH TIME; ANOMALOUS DIFFUSION; CONFORMATIONAL MEMORY; PROTEINS; FORCE; KINETICS; RATES; SIMULATIONS; CHAIN;
D O I
10.1021/acs.jpcb.8b11137
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Conformational memory in single-molecule dynamics has attracted recent attention and, in particular, has been invoked as a possible explanation of some of the intriguing properties of transition paths observed in single-molecule force spectroscopy (SMFS) studies. Here we study one candidate for a non-Markovian model that can account for conformational memory, the generalized Langevin equation with a friction force that depends not only on the instantaneous velocity but also on the velocities in the past. The memory in this model is determined by a time-dependent friction memory kernel. We propose a method for extracting this kernel directly from an experimental signal and illustrate its feasibility by applying it to a generalized Rouse model of a SMFS experiment, where the memory kernel is known exactly. Using the same model, we further study how memory affects various statistical properties of transition paths observed in SMFS experiments and evaluate the performance of recent approximate analytical theories of non-Markovian dynamics of barrier crossing. We argue that the same type of analysis can be applied to recent single-molecule observations of transition paths in protein and DNA folding.
引用
收藏
页码:802 / 810
页数:9
相关论文
共 78 条
[31]   Force-dependent hopping rates of RNA hairpins can be estimated from accurate measurement of the folding landscapes [J].
Hyeon, Changbong ;
Morrison, Greg ;
Thirumalai, D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (28) :9604-9609
[32]   Anomalous diffusion with absorbing boundary [J].
Kantor, Yacov ;
Kardar, Mehran .
PHYSICAL REVIEW E, 2007, 76 (06)
[33]   Diffusion-limited association of disordered protein by non-native electrostatic interactions [J].
Kim, Jae-Yeol ;
Meng, Fanjie ;
Yoo, Janghyun ;
Chung, Hoi Sung .
NATURE COMMUNICATIONS, 2018, 9
[34]   The mean shape of transition and first-passage paths [J].
Kim, Won Kyu ;
Netz, Roland R. .
JOURNAL OF CHEMICAL PHYSICS, 2015, 143 (22)
[35]  
Klafter J., 2011, First Steps in RandomWalks: From Tools to Applications
[36]   Viscosity dependence of the folding rates of proteins [J].
Klimov, DK ;
Thirumalai, D .
PHYSICAL REVIEW LETTERS, 1997, 79 (02) :317-320
[37]   Brownian motion in a field of force and the diffusion model of chemical reactions [J].
Kramers, HA .
PHYSICA, 1940, 7 :284-304
[38]   Is Protein Folding Sub-Diffusive? [J].
Krivov, Sergei V. .
PLOS COMPUTATIONAL BIOLOGY, 2010, 6 (09)
[39]   Transition path time distributions [J].
Laleman, M. ;
Carlon, E. ;
Orland, H. .
JOURNAL OF CHEMICAL PHYSICS, 2017, 147 (21)
[40]   Dynamic distance disorder in proteins is caused by trapping [J].
Luo, Guobin ;
Andricioaei, Ioan ;
Xie, X. Sunney ;
Karplus, Martin .
JOURNAL OF PHYSICAL CHEMISTRY B, 2006, 110 (19) :9363-9367