bioRxivBiophysics
Dynamic design: manipulation of millisecond timescale motions on the energy landscape of Cyclophilin A
J. Juarez-Jimenez, A. A. Gupta, G. Karunanithy, A. Mey, C. Georgiou, C. Ioannidis, A. De Simone, P. N. Barlow, A. N. Hulme, M. D. Walkinshaw, A. J. Baldwin, J. Michel
Abstract
Proteins 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 R1{rho} solution state NMR measurements. By accurately and reliably exploring functionally relevant, but sparsely populated conformations with milli-second lifetimes in silico, our aMD/MSM method has tremendous promise for the design of dynamic protein free energy landscapes for both protein engineering and drug discovery.
- assay: protein structure
- research focus: protein folding & dynamics
- approach: deep learning
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Allosteric effects in catalytic impaired variants of the enzyme cyclophilin A may be explained by changes in nano-microsecond time scale motions
Pattama Wapeesittipan, Antonia S. J. S. Mey, … Julien Michel·bioRxiv·Oct 10, 2018
- Mapping the Conformational Landscape of a Dynamic Enzyme by XFEL and Multitemperature Crystallography
Daniel A Keedy, Lillian R Kenner, … James Fraser·eLifePeer-reviewed·Sep 30, 2015
- Temperature-Jump Solution X-ray Scattering Reveals Distinct Motions in a Dynamic Enzyme
M. C. Thompson, B. A. Barad, … J. S. Fraser·bioRxiv·Dec 4, 2018
- Rescue of Conformational Dynamics in Enzyme Catalysis by Directed Evolution
R. Otten, L. Liu, … J. S. Fraser·bioRxiv·Sep 5, 2017
- SimHS-AFMfit-MD: An Integrative Approach to Deciphering Alpha-Actinin Atomic Conformational Dynamics
Kien Xuan Ngo, Takashi Sumikama, … Sergei Grudinin·Nano LettersPeer-reviewed·Feb 25, 2026
- Discovering loop conformational flexibility in T4 lysozyme mutants through Artificial Intelligence aided Molecular Dynamics
Z. Smith, P. Ravindra, … P. Tiwary·bioRxiv·Apr 8, 2020