scholarly journals Dynamic design: manipulation of millisecond timescale motions on the energy landscape of Cyclophilin A

2018 ◽  
Author(s):  
Jordi Juárez-Jiménez ◽  
Arun A. Gupta ◽  
Gogulan Karunanithy ◽  
Antonia S. J. S. Mey ◽  
Charis Georgiou ◽  
...  

AbstractProteins need to interconvert between many conformations in order to function, many of which are formed transiently, and sparsely populated. Particularly when the lifetimes of these states approach the millisecond timescale, identifying the relevant structures and the mechanism by which they inter-convert remains a tremendous challenge. Here we introduce a novel combination of accelerated MD (aMD) simulations and Markov State modelling (MSM) to explore these ‘excited’ conformational states. Applying this to the highly dynamic protein CypA, a protein involved in immune response and associated with HIV infection, we identify five principally populated conformational states and the atomistic mechanism by which they interconvert. A rational design strategy predicted that the mutant D66A should stabilise the minor conformations and substantially alter the dynamics whereas the similar mutant H70A should leave the landscape broadly unchanged. These predictions are confirmed using CPMG and R1ρ solution state NMR measurements. By accurately and reliably exploring functionally relevant, but sparsely populated conformations with milli-second lifetimesin silico, our aMD/MSM method has tremendous promise for the design of dynamic protein free energy landscapes for both protein engineering and drug discovery.

2020 ◽  
Vol 11 (10) ◽  
pp. 2670-2680 ◽  
Author(s):  
Jordi Juárez-Jiménez ◽  
Arun A. Gupta ◽  
Gogulan Karunanithy ◽  
Antonia S. J. S. Mey ◽  
Charis Georgiou ◽  
...  

Molecular simulations were used to design large scale loop motions in the enzyme cyclophilin A and NMR and biophysical methods were employed to validate the models.


Soft Matter ◽  
2014 ◽  
Vol 10 (32) ◽  
pp. 6038-6046 ◽  
Author(s):  
Soichiro Tsuda ◽  
Hiroaki Suzuki ◽  
Tetsuya Yomo

We here present a method to reconstruct effective free energy landscapes (FELs) of lipid vesicles from the statistical analysis of a large number of microscope images.


2019 ◽  
Author(s):  
Xiaohui Wang ◽  
Qiaole He ◽  
Zhaoxi Sun

<p>Construction of free energy landscapes at Quantum mechanics (QM) level is computationally demanding. As shown in previous studies, by employing an indirect scheme (i.e. constructing a thermodynamic cycle connecting QM states via an alchemical pathway), simulations are converged with much less computational burden. The indirect scheme makes QM/ molecular mechanics (MM) free energy simulation orders of magnitude faster than the direct QM/MM schemes. However, the indirect QM/MM simulations were mostly equilibrium sampling based and the nonequilibrium methods were merely exploited in one-dimensional alchemical QM/MM end-state correction at two end states. In this work, we represent a multi-dimensional nonequilibrium pulling scheme for indirect QM/MM free energy simulations, where the whole free energy simulation is performed only with nonequilibrium methods. The collective variable (CV) space we explore is a combination of one alchemical CV and one physically meaningful CV. The current nonequilibrium indirect QM/MM simulation method can be seen as the generalization of equilibrium perturbation based indirect QM/MM methods. The test systems include one backbone dihedral case and one distance case. The two cases are significantly different in size, enabling us to investigate the dependence of the speedup of the indirect scheme on the size of the system. It is shown that the speedup becomes larger when the size of the system becomes larger, which is consistent with the scaling behavior of QM Hamiltonians. </p>


2020 ◽  
Vol 117 (35) ◽  
pp. 21045-21051
Author(s):  
J. L. Yuly ◽  
P. Zhang ◽  
C. E. Lubner ◽  
J. W. Peters ◽  
D. N. Beratan

For decades, it was unknown how electron-bifurcating systems in nature prevented energy-wasting short-circuiting reactions that have large driving forces, so synthetic electron-bifurcating molecular machines could not be designed and built. The underpinning free-energy landscapes for electron bifurcation were also enigmatic. We predict that a simple and universal free-energy landscape enables electron bifurcation, and we show that it enables high-efficiency bifurcation with limited short-circuiting (the EB scheme). The landscape relies on steep free-energy slopes in the two redox branches to insulate against short-circuiting using an electron occupancy blockade effect, without relying on nuanced changes in the microscopic rate constants for the short-circuiting reactions. The EB scheme thus unifies a body of observations on biological catalysis and energy conversion, and the scheme provides a blueprint to guide future campaigns to establish synthetic electron bifurcation machines.


2000 ◽  
Vol 11 (02) ◽  
pp. 301-308 ◽  
Author(s):  
NELSON A. ALVES ◽  
ULRICH H. E. HANSMANN

The free-energy landscape of two peptides is evaluated at various temperatures and an estimate for its fractal dimension at these temperatures calculated. We show that monitoring this quantity as a function of temperature allows to determine the glass transition temperature.


2015 ◽  
Vol 6 (2) ◽  
pp. 1167-1177 ◽  
Author(s):  
Javier Iglesias-Fernández ◽  
Lluís Raich ◽  
Albert Ardèvol ◽  
Carme Rovira

Ab initio conformational free energy landscapes, together with molecular dynamics simulations, enable to predict the catalytic itineraries of β-xylanase enzymes.


2019 ◽  
Vol 21 (12) ◽  
pp. 6672-6688 ◽  
Author(s):  
Xiaohui Wang ◽  
Qiaole He ◽  
Zhaoxi Sun

Construction of free energy landscapes at the quantum mechanics (QM) level is computationally demanding.


2019 ◽  
Author(s):  
Xiaohui Wang ◽  
Qiaole He ◽  
Zhaoxi Sun

<p>Construction of free energy landscapes at Quantum mechanics (QM) level is computationally demanding. As shown in previous studies, by employing an indirect scheme (i.e. constructing a thermodynamic cycle connecting QM states via an alchemical pathway), simulations are converged with much less computational burden. The indirect scheme makes QM/ molecular mechanics (MM) free energy simulation orders of magnitude faster than the direct QM/MM schemes. However, the indirect QM/MM simulations were mostly equilibrium sampling based and the nonequilibrium methods were merely exploited in one-dimensional alchemical QM/MM end-state correction at two end states. In this work, we represent a multi-dimensional nonequilibrium pulling scheme for indirect QM/MM free energy simulations, where the whole free energy simulation is performed only with nonequilibrium methods. The collective variable (CV) space we explore is a combination of one alchemical CV and one physically meaningful CV. The current nonequilibrium indirect QM/MM simulation method can be seen as the generalization of equilibrium perturbation based indirect QM/MM methods. The test systems include one backbone dihedral case and one distance case. The two cases are significantly different in size, enabling us to investigate the dependence of the speedup of the indirect scheme on the size of the system. It is shown that the speedup becomes larger when the size of the system becomes larger, which is consistent with the scaling behavior of QM Hamiltonians. </p>


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