TY - JOUR
T1 - Calculating Kinetic Rates and Membrane Permeability from Biased Simulation
AU - Badaoui, Magd
AU - Kells, Adam
AU - Molteni, Carla
AU - Dickson, Callum J.
AU - Hornak, Viktor
AU - Rosta, Edina
PY - 2018/9/24
Y1 - 2018/9/24
N2 - We present a simple approach to calculate the kinetic properties of lipid membrane crossing processes from biased molecular dynamics simulations. We demonstrate that by using biased simulations, one can obtain highly accurate kinetic information with significantly reduced computational time with respect to unbiased simulations. We describe how to conveniently calculate the transition rates to enter, cross and exit the membrane in terms of mean first passage times. To obtain free energy barriers and relaxation times from biased simulations only, we constructed Markov models using the Dynamic Histogram Analysis Method (DHAM). The permeability coefficients that are calculated from the relaxation times are found to correlate highly with experimentally evaluated values. We show that more generally, certain calculated kinetic properties linked to the cross-ing of the membrane layer (e.g., barrier height and barrier crossing rates) are good indicators of ordering drugs by permeabil-ity. Extending the analysis to a 2D Markov model provides a physical description of the membrane crossing mechanism.
AB - We present a simple approach to calculate the kinetic properties of lipid membrane crossing processes from biased molecular dynamics simulations. We demonstrate that by using biased simulations, one can obtain highly accurate kinetic information with significantly reduced computational time with respect to unbiased simulations. We describe how to conveniently calculate the transition rates to enter, cross and exit the membrane in terms of mean first passage times. To obtain free energy barriers and relaxation times from biased simulations only, we constructed Markov models using the Dynamic Histogram Analysis Method (DHAM). The permeability coefficients that are calculated from the relaxation times are found to correlate highly with experimentally evaluated values. We show that more generally, certain calculated kinetic properties linked to the cross-ing of the membrane layer (e.g., barrier height and barrier crossing rates) are good indicators of ordering drugs by permeabil-ity. Extending the analysis to a 2D Markov model provides a physical description of the membrane crossing mechanism.
UR - http://www.scopus.com/inward/record.url?scp=85055509059&partnerID=8YFLogxK
U2 - 10.1021/acs.jpcb.8b07442
DO - 10.1021/acs.jpcb.8b07442
M3 - Article
SN - 1520-6106
JO - JOURNAL OF PHYSICAL CHEMISTRY B
JF - JOURNAL OF PHYSICAL CHEMISTRY B
ER -