arXiv subjects

Artem Zhmurov

Publications and source records attributed to Artem Zhmurov.

4 recordsLinked to original sources

arXiv2020

Heterogeneous Parallelization and Acceleration of Molecular Dynamics Simulations in GROMACS

The introduction of accelerator devices such as graphics processing units (GPUs) has had profound impact on molecular dynamics simulations and has enabled order-of-magnitude performance advances using commodity hardware. To fully reap these benefits, it has been necessary to reformulate some of the most fundamental algorithms, including the Verlet list, pair searching and cut-offs. Here, we present the heterogeneous parallelization and acceleration design of molecular dynamics implemented in the GROMACS codebase over the last decade. The setup involves a general cluster-based approach to pair lists and non-bonded pair interactions that utilizes both GPUs and CPU SIMD acceleration efficiently, including the ability to load-balance tasks between CPUs and GPUs. The algorithm work efficiency is tuned for each type of hardware, and to use accelerators more efficiently we introduce dual pair lists with rolling pruning updates. Combined with new direct GPU-GPU communication as well as GPU integration, this enables excellent performance from single GPU simulations through strong scaling across multiple GPUs and efficient multi-node parallelization.

physics.comp-ph↗

arXiv2017

Molecular Mechanism of Transition from Catch-Bond to Slip-Bond in Fibrin

The lifetimes of non-covalent A:a knob-hole bonds in fibrin probed with the optical trap-based force-clamp first increases ("catch bonds") and then decreases ("slip bonds") with increasing tensile force. Molecular modeling of "catch-to-slip" transition using the atomic structure of the A:a complex reveals that the movable flap serves as tension-dependent molecular switch. Flap dissociation from the regulatory B-domain in $γ$-nodule and translocation from the periphery to knob `A' triggers the hole `a' closure and interface remodeling, which results in the increased binding affinity and prolonged bond lifetimes. Fluctuating bottleneck theory is developed to understand the "catch-to-slip" transition in terms of the interface stiffness $κ=$ 15.7 pN nm $^{-1}$, interface size fluctuations 0.7-2.7 nm, knob `A' escape rate constant $k_0 =$ 0.11 nm$^2$ s$^{-1}$, and transition distance for dissociation $σ_y =$ 0.25 nm. Strengthening of the A:a knob-hole bonds under small tension might favor formation and reinforcement of nascent fibrin clots under hydrodynamic shear.

physics.bio-ph↗

arXiv2017

Dynamic transition from $α$-helices to $β$-sheets in polypeptide superhelices

We carried out dynamic force manipulations $in$ $silico$ on a variety of superhelical protein fragments from myosin, chemotaxis receptor, vimentin, fibrin, and phenylalanine zippers that vary in size and topology of their $α$-helical packing. When stretched along the superhelical axis, all superhelices show elastic, plastic, and inelastic elongation regimes, and undergo a dynamic transition from the $α$-helices to the $β$-sheets, which marks the onset of plastic deformation. Using Abeyaratne-Knowles formulation of phase transitions, we developed a theory to model mechanical and kinetic properties of protein superhelices under mechanical non-equilibrium conditions and to map their energy landscapes. The theory was validated by comparing the simulated and theoretical force-strain spectra. Scaling laws for the elastic force and the force for $α$-to-$β$ transition to plastic deformation can be used to rationally design new materials of required mechanical strength with desired balance between stiffness and plasticity.

physics.bio-ph↗

arXiv2015

Molecular mechanisms, thermodynamics, and dissociation kinetics of knob-hole interactions in fibrin

Polymerization of fibrin, the primary structural protein of blood clots and thrombi, occurs through binding of knobs 'A' and 'B' in the central nodule of fibrin monomer to complementary holes 'a' and 'b' in the beta- and gamma-nodules, respectively, of another monomer. We characterized the A:a and B:b knob-hole interactions under varying solution conditions using Molecular Dynamics simulations of the structural models of fibrin(ogen) fragment D complexed with synthetic peptides GPRP (knob 'A' mimetic) and GHRP (knob 'B' mimetic). The strength of A:a and B:b knob-hole complexes was roughly equal, decreasing with pulling force; yet, the dissociation kinetics were sensitive to variations in acidity (pH=5-7) and temperature (T=25-37 C). There were similar structural changes in holes 'a' and 'b' during forced dissociation of the knob-hole complexes: elongation of loop I, stretching of interior region, and translocation of the moveable flap. The disruption of the knob-hole interactions was not an "all-or-none" transition, as it occurred through distinct two-step or single-step pathways with or without intermediate states. The knob-hole bonds were stronger, tighter, and more brittle at pH=7 than at pH=5. The B:b knob-hole bonds were weaker, looser, and more compliant than the A:a knob-hole bonds at pH=7, but stronger, tighter, and less compliant at pH=5. Surprisingly, the knob-hole bonds were stronger, not weaker, at elevated temperature (T=37 C) compared to T=25 C due to the helix-to-coil transition in loop I, which helps stabilize the bonds. These results provide detailed qualitative and quantitative characteristics underlying the most significant non-covalent interactions involved in fibrin polymerization.

physics.bio-ph↗