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
[1]   A unified framework for numerically inverting Laplace transforms [J].
Abate, Joseph ;
Whitt, Ward .
INFORMS JOURNAL ON COMPUTING, 2006, 18 (04) :408-421
[2]   Theoretical and computational validation of the Kuhn barrier friction mechanism in unfolded proteins [J].
Avdoshenko, Stanislav M. ;
Das, Atanu ;
Satija, Rohit ;
Papoian, Garegin A. ;
Makarov, Dmitrii E. .
SCIENTIFIC REPORTS, 2017, 7
[3]   Identity of distributions of direct uphill and downhill translocation times for particles traversing membrane channels [J].
Berezhkovskii, Alexander M. ;
Hummer, Gerhard ;
Bezrukov, Sergey M. .
PHYSICAL REVIEW LETTERS, 2006, 97 (02)
[4]   Communication: Transition-path velocity as an experimental measure of barrier crossing dynamics [J].
Berezhkovskii, Alexander M. ;
Makarov, Dmitrii E. .
JOURNAL OF CHEMICAL PHYSICS, 2018, 148 (20)
[5]   Single-Molecule Test for Markovianity of the Dynamics along a Reaction Coordinate [J].
Berezhkovskii, Alexander M. ;
Makarov, Dmitrii E. .
JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2018, 9 (09) :2190-2195
[6]   First passage, looping, and direct transition in expanding and narrowing tubes: Effects of the entropy potential [J].
Berezhkovskii, Alexander M. ;
Dagdug, Leonardo ;
Bezrukov, Sergey M. .
JOURNAL OF CHEMICAL PHYSICS, 2017, 147 (13)
[7]   Mean Direct-Transit and Looping Times as Functions of the Potential Shape [J].
Berezhkoyskii, Alexander M. ;
Dagdug, Leonardo ;
Bezrukov, Sergey M. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2017, 121 (21) :5455-5460
[8]   MEMORY KERNELS FROM MOLECULAR-DYNAMICS [J].
BERKOWITZ, M ;
MORGAN, JD ;
KOURI, DJ ;
MCCAMMON, JA .
JOURNAL OF CHEMICAL PHYSICS, 1981, 75 (05) :2462-2463
[9]   Effect of Memory and Active Forces on Transition Path Time Distributions [J].
Carlon, E. ;
Orland, H. ;
Sakaue, T. ;
Vanderzande, C. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2018, 122 (49) :11186-11194
[10]   A harmonic transition state approximation for the duration of reactive events in complex molecular rearrangements [J].
Chaudhury, Srabanti ;
Makarov, Dmitrii E. .
JOURNAL OF CHEMICAL PHYSICS, 2010, 133 (03)