ArticleJournal of chemical information and modeling2021
Assembly of Biomolecular Gigastructures and Visualization with the Vulkan Graphics API.
Article in Journal of chemical information and modeling, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 37 citations in OpenAlex.
- From wireframes to immersive reality: a historical perspective on molecular visualization software.Briefings in bioinformatics · 2026Review
- The virus lesson: Teaching viral structure and quasi-symmetry in mixed reality.Protein science : a publication of the Protein Society · 2026Article
- Functional convergence in Z-DNA biosynthesis highlighted by the characterization of nucleotide metabolism enzymes in bacteriophages.Nucleic acids research · 2026Article
- Novel 4,5-Dihydrothiazole-Phenylpiperazine Derivatives: Synthesis, Docking Studies and Pharmacological Evaluation as Serotonergic Agents.ChemMedChem · 2025Article
- Enhanced thermostability of nattokinase by rational design of disulfide bond.Microbial cell factories · 2025Article
- Design, Structure-Activity Relationships, and Computational Modeling Studies of a Series of α-Helix Biased, Ultra-Short Glucagon-like Peptide-1 Receptor Agonists.Molecules (Basel, Switzerland) · 2024Article
- Mesoscale explorer: Visual exploration of large-scale molecular models.Protein science : a publication of the Protein Society · 2024Article
- Mesoscale Explorer - Visual Exploration of Large-Scale Molecular Models.bioRxiv : the preprint server for biology · 2024Article
- A refined picture of the native amine dehydrogenase family revealed by extensive biodiversity screening.Nature communications · 2024Article
- Cystine-cored diphenylalanine appended peptide-based self-assembled fluorescent nanostructures direct redox-responsive drug delivery.iScience · 2024Article
- Discrete Acyltransferases and Thioesterases in Iso-Migrastatin and Lactimidomycin Biosynthesis.Biochemistry · 2024Article
- A Concise Review of Biomolecule Visualization.Current issues in molecular biology · 2024Review
- Modification of the active centre of nattokinase to enhance its thermostability using a strategy based on molecular dynamics simulation, steered dynamics simulation, and conservative prediction.Frontiers in nutrition · 2024Article
- Iron uptake pathway ofFrontiers in microbiology · 2024Article
- From complex data to clear insights: visualizing molecular dynamics trajectories.Frontiers in bioinformatics · 2024Review
- YASARA Model-Interactive Molecular Modeling from Two Dimensions to Virtual Realities.Journal of chemical information and modeling · 2023Article
- β-Lactam TRPM8 Antagonists Derived from Phe-Phenylalaninol Conjugates: Structure-Activity Relationships and Antiallodynic Activity.International journal of molecular sciences · 2023Article
- In Silico Analysis, Anticonvulsant Activity, and Toxicity Evaluation of Schisandrin B in Zebrafish Larvae and Mice.International journal of molecular sciences · 2023Article
- Combined Computer-Aided Predictors to Improve the Thermostability of Nattokinase.Foods (Basel, Switzerland) · 2023Article
- SARS-CoV-2 proteases Mpro and PLpro: Design of inhibitors with predicted high potency and low mammalian toxicity using artificial neural networks, ligand-protein docking, molecular dynamics simulations, and ADMET calculations.Computers in biology and medicine · 2023Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Building and displaying all-atom models of biomolecular structures with millions or billions of atoms, like virus particles or cells, remain a challenge due to the sheer size of the data, the required levels of automated building, and the visualization limits of today's graphics hardware. Based on concepts introduced with the CellPack program, we report new algorithms to create such large-scale models using an intermediate coarse-grained "pet representation" of biomolecules with 1/10th the normal size. Pet atoms are placed such that they optimally trace the surface of the original molecule with just ∼1/50th the original atom number and are joined with covalent bonds. Molecular dynamics simulations of pet molecules allow for efficient packing optimization, as well as the generation of realistic DNA/RNA conformations. This pet world can be expanded back to the all-atom representation to be explored and visualized with full details. Essential for the efficient interactive visualization of gigastructures is the use of multiple levels of detail (LODs), where distant molecules are drawn with a heavily reduced polygon count. We present a grid-based algorithm to create such LODs for all common molecular graphics styles (including ball-and-sticks, ribbons, and cartoons) that do not require monochrome molecules to hide LOD transitions. As a practical application, we built all-atom models of SARS-CoV-2, HIV, and an entire presynaptic bouton with 1 μm diameter and 3.6 billion atoms, using modular building blocks to significantly reduce GPU memory requirements through instancing. We employ the Vulkan graphics API to maximize performance on consumer grade hardware and describe how to use the mmCIF format to efficiently store such giant models. An implementation is available as part of the YASARA molecular modeling and simulation program from www.YASARA.org. The free YASARA View program can be used to explore the presented models, which can be downloaded from www.YASARA.org/petworld, a Creative Commons platform for sharing giant biomolecular structures.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.