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Coarse Master Equations for Binding Kinetics of Amyloid Peptide Dimers
- Source :
- Leahy, C T, Murphy, R D, Hummer, G, Rosta, E & Buchete, N 2016, ' Coarse Master Equations for Binding Kinetics of Amyloid Peptide Dimers ', Journal of physical chemistry letters, vol. 7, no. 14, pp. 2676-2682 . https://doi.org/10.1021/acs.jpclett.6b00518
- Publication Year :
- 2016
- Publisher :
- ACS, 2016.
-
Abstract
- We characterize the kinetics of dimer formation of the short amyloid microcrystal-forming tetrapeptides NNQQ by constructing coarse master equations for the conformational dynamics of the system, using temperature replica-exchange molecular dynamics (REMD) simulations. We minimize the effects of Kramers-type recrossings by assigning conformational states based on their sequential time evolution. Transition rates are further estimated from short-time state propagators, by maximizing the likelihood that the extracted rates agree with the observed atomistic trajectories without any a priori assumptions about their temperature dependence. Here, we evaluate the rates for both continuous replica trajectories that visit different temperatures, and for discontinuous data corresponding to each REMD temperature. While the binding-unbinding kinetic process is clearly Markovian, the conformational dynamics of the bound NNQQ dimer has a complex character. Our kinetic analysis allows us a quantitative discrimination between short-lived encounter pairs and strongly bound conformational states. The conformational dynamics of NNQQ dimers supports a kinetically driven aggregation mechanism, in agreement with the polymorphic character reported for amyloid aggregates such as microcrystals and fibrils. Irish Research Council The Engineering and Physical Sciences Research Council (EPSRC)
- Subjects :
- Quantitative Biology::Biomolecules
010304 chemical physics
Dimer
Kinetics
Propagator
Thermodynamics
010402 general chemistry
Kinetic energy
01 natural sciences
Dimer formation
Receptor–ligand kinetics
0104 chemical sciences
chemistry.chemical_compound
Molecular dynamics
Sequential time
chemistry
Computational chemistry
0103 physical sciences
Master equation
Replica-exchange molecular dynamics
General Materials Science
Physical and Theoretical Chemistry
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Leahy, C T, Murphy, R D, Hummer, G, Rosta, E & Buchete, N 2016, ' Coarse Master Equations for Binding Kinetics of Amyloid Peptide Dimers ', Journal of physical chemistry letters, vol. 7, no. 14, pp. 2676-2682 . https://doi.org/10.1021/acs.jpclett.6b00518
- Accession number :
- edsair.doi.dedup.....38249114f63220262eb08665e11da687
- Full Text :
- https://doi.org/10.1021/acs.jpclett.6b00518