Computing in Science & EngineeringBiophysicsPeer-reviewed journal article
Scalable Analysis of Authentic Viral Envelopeson FRONTERA
F. Gonzalez-Arias, T. Reddy, J. Stone, J. A. Hadden-Perilla, J. R. Perilla
Abstract
Enveloped viruses infect host cells via fusion of their viral envelope with the plasma membrane. Upon cell entry, viruses gain access to all the macromolecular machinery necessary to replicate, assemble, and bud their progeny from the infected cell. By employing molecular dynamics simulations to characterize the dynamical and chemical-physical properties of viral envelopes, researchers can gain insights into key determinants of viral infection and propagation. Here, the Frontera supercomputer is leveraged for large-scale analysis of authentic viral envelopes, whose lipid compositions are complex and realistic. VMD with support for MPI is employed on the massive parallel computer to overcome previous computational limitations and enable investigation into virus biology at an unprecedented scale. The modeling and analysis techniques applied to authentic viral envelopes at two levels of particle resolution are broadly applicable to the study of other viruses, including the novel coronavirus that causes COVID-19. A framework for carrying out scalable analysis of multi-million particle MD simulation trajectories on Frontera is presented, expanding the the utility of the machine in humanity’s ongoing fight against infectious disease.Competing Interest StatementThe authors have declared no competing interest.View Full Text
- organism: virus
- assay: structural biology
- research focus: protein structure prediction
- 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
- Molecular architecture and dynamics of SARS-CoV-2 envelope by integrative modeling
W. Pezeshkian, F. Grunewald, … D. Korkin·bioRxiv·Sep 15, 2021
- Full scale structural, mechanical and dynamical properties of HIV-1 liposomes.
A. Bryer, E. Lyman, … J. R. Perilla·bioRxiv·Mar 24, 2021
- The supramolecular organization of SARS-CoV and SARS-CoV-2 virions revealed by coarse-grained models of intact virus envelopes
B. Wang, C. Zhong, D. P. Tieleman·bioRxiv·Sep 16, 2021
- Toward Atomistic Models of Intact SARS-CoV-2 via Martini Coarse-Grained Molecular Dynamics Simulations
- A Multiscale Coarse-grained Model of the SARS-CoV-2 Virion
A. Yu, A. J. Pak, … G. A. Voth·bioRxiv·Oct 2, 2020
- Cracking the Capsid Code: A Computationally-Feasible Approach for Investigating Virus-Excipient Interactions in Biologics Design
Jonathan W. P. Zajac, Idris Tohidian, … Sapna Sarupria·Journal of Chemical Theory and ComputationPeer-reviewed·Feb 25, 2026