Reversible folding simulation by hybrid Hamiltonian replica exchange

2008 ◽  
Vol 128 (17) ◽  
pp. 175105 ◽  
Author(s):  
Weixin Xu ◽  
Tingfeng Lai ◽  
Ye Yang ◽  
Yuguang Mu
Keyword(s):  
Replica Exchange ◽  
Hamiltonian Replica Exchange ◽  
Folding Simulation

scholarly journals On-line Optimization of Hamiltonian Replica Exchange Simulations

2017 ◽  
Author(s):  
Justin L. MacCallum ◽  
Mir Ishruna Muniyat ◽  
Kari Gaalswyk
Keyword(s):  
Machine Learning ◽  
Deep Neural Networks ◽  
Sampling Strategy ◽  
Replica Exchange ◽  
Complex Data ◽  
Control Parameters ◽  
Multiple Control ◽  
Hamiltonian Replica Exchange ◽  
Folding Simulation ◽  
On Line

AbstractReplica exchange is a widely used sampling strategy in molecular simulation. While a variety of methods exist for optimizing temperature replica exchange, less is known about how to optimize more general Hamiltonian replica exchange simulations. We present an algorithm for the on-line optimization of both temperature and Hamiltonian replica exchange simulations that draws on techniques from the optimization of deep neural networks in machine learning. We optimize a heuristic-based objective function capturing the efficiency of replica exchange. Our approach is general, and has several desirable properties, including: (1) it makes few assumptions about the system of interest; (2) optimization occurs on-line wihout the requirement of pre-simulation; and (3) it readily generalizes to systems where there are multiple control parameters per replica. We explore some general properties of the algorithm on a simple harmonic oscillator system, and demonstrate its effectiveness on a more complex data-guided protein folding simulation.

Conformational Landscape of N-Glycosylated Peptides Detecting Autoantibodies in Multiple Sclerosis, Revealed by Hamiltonian Replica Exchange

2012 ◽  
Vol 116 (18) ◽  
pp. 5458-5467 ◽  
Author(s):  
Carlo Guardiani ◽  
Giorgio F. Signorini ◽  
Roberto Livi ◽  
Anna Maria Papini ◽  
Piero Procacci
Keyword(s):  
Multiple Sclerosis ◽  
Replica Exchange ◽  
Hamiltonian Replica Exchange ◽  
Conformational Landscape

scholarly journals The dissociation mechanism of processive cellulases

2019 ◽  
Vol 116 (46) ◽  
pp. 23061-23067 ◽  
Author(s):  
Josh V. Vermaas ◽  
Riin Kont ◽  
Gregg T. Beckham ◽  
Michael F. Crowley ◽  
Mikael Gudmundsson ◽  
...  
Keyword(s):  
Crystal Structure ◽  
Molecular Mechanisms ◽  
Soluble Sugars ◽  
Dissociation Rate ◽  
Replica Exchange ◽  
Wild Type ◽  
Replica Exchange Molecular Dynamics ◽  
Hamiltonian Replica Exchange ◽  
Biochemical Measurements ◽  
Rate Limiting

Cellulase enzymes deconstruct recalcitrant cellulose into soluble sugars, making them a biocatalyst of biotechnological interest for use in the nascent lignocellulosic bioeconomy. Cellobiohydrolases (CBHs) are cellulases capable of liberating many sugar molecules in a processive manner without dissociating from the substrate. Within the complete processive cycle of CBHs, dissociation from the cellulose substrate is rate limiting, but the molecular mechanism of this step is unknown. Here, we present a direct comparison of potential molecular mechanisms for dissociation via Hamiltonian replica exchange molecular dynamics of the model fungal CBH, Trichoderma reesei Cel7A. Computational rate estimates indicate that stepwise cellulose dethreading from the binding tunnel is 4 orders of magnitude faster than a clamshell mechanism, in which the substrate-enclosing loops open and release the substrate without reversing. We also present the crystal structure of a disulfide variant that covalently links substrate-enclosing loops on either side of the substrate-binding tunnel, which constitutes a CBH that can only dissociate via stepwise dethreading. Biochemical measurements indicate that this variant has a dissociation rate constant essentially equivalent to the wild type, implying that dethreading is likely the predominant mechanism for dissociation.

scholarly journals Influence of Calcium Binding on Conformations and Motions of Anionic Polyamino Acids. Effect of Side Chain Length

Polymers ◽  
2020 ◽  
Vol 12 (6) ◽  
pp. 1279
Author(s):  
Dmitry Tolmachev ◽  
Natalia Lukasheva ◽  
George Mamistvalov ◽  
Mikko Karttunen
Keyword(s):  
Amino Acids ◽  
Chain Length ◽  
Calcium Binding ◽  
Md Simulations ◽  
Side Chain ◽  
Replica Exchange ◽  
Side Chain Length ◽  
Hamiltonian Replica Exchange ◽  
Cacl2 Concentration ◽  
Chain Lengths

Investigation of the effect of CaCl2 salt on conformations of two anionic poly(amino acids) with different side chain lengths, poly-(α-l glutamic acid) (PGA) and poly-(α-l aspartic acid) (PASA), was performed by atomistic molecular dynamics (MD) simulations. The simulations were performed using both unbiased MD and the Hamiltonian replica exchange (HRE) method. The results show that at low CaCl2 concentration adsorption of Ca2+ ions lead to a significant chain size reduction for both PGA and PASA. With the increase in concentration, the chains sizes partially recover due to electrostatic repulsion between the adsorbed Ca2+ ions. Here, the side chain length becomes important. Due to the longer side chain and its ability to distance the charged groups with adsorbed ions from both each other and the backbone, PGA remains longer in the collapsed state as the CaCl2 concentration is increased. The analysis of the distribution of the mineral ions suggests that both poly(amino acids) should induce the formation of mineral with the same structure of the crystal cell.

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