ArticleComputational and structural biotechnology journal2021
Hybrid method for representing ions in implicit solvation calculations.
Article in Computational and structural biotechnology journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Bound ion effects: Using machine learning method to study the kinesin Ncd's binding with microtubule.Biophysical journal · 2024Article
- A Comparative Analysis of SARS-CoV-2 Variants of Concern (VOC) Spike Proteins Interacting with hACE2 Enzyme.International journal of molecular sciences · 2024Article
- Solvent effects in anion recognition.Nature reviews. Chemistry · 2024Review
- A novel approach to study multi-domain motions in JAK1's activation mechanism based on energy landscape.Briefings in bioinformatics · 2024Article
- Competitive Influence of Alkali Metals in the Ion Atmosphere on Nucleic Acid Duplex Stability.ACS omega · 2024Article
- HIT-2: Implementing machine learning algorithms to treat bound ions in biomolecules.Computational and structural biotechnology journal · 2023Article
- Electrostatics in Computational Biophysics and Its Implications for Disease Effects.International journal of molecular sciences · 2022Review
- Molecular mechanisms of cardiac actomyosin transforming from rigor state to post-rigor state.The Journal of chemical physics · 2022Article
- HIT web server: A hybrid method to improve electrostatic calculations for biomolecules.Computational and structural biotechnology journal · 2022Article
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Authors and funding
7 authors.
Funding
Abstract
Fast and accurate calculations of the electrostatic features of highly charged biomolecules such as DNA, RNA, and highly charged proteins are crucial and challenging tasks. Traditional implicit solvent methods calculate the electrostatic features quickly, but these methods are not able to balance the high net biomolecular charges effectively. Explicit solvent methods add unbalanced ions to neutralize the highly charged biomolecules in molecular dynamic simulations, which require more expensive computing resources. Here we report developing a novel method, Hybridizing Ions Treatment (HIT), which hybridizes the implicit solvent method with an explicit method to realistically calculate the electrostatic potential for highly charged biomolecules. HIT utilizes the ionic distribution from an explicit method to predict the bound ions. The bound ions are then added in the implicit solvent method to perform the electrostatic potential calculations. In this study, two training sets were developed to optimize parameters for HIT. The performance on the testing set demonstrates that HIT significantly improves the electrostatic calculations. Results on molecular motors myosin and kinesin reveal some mechanisms and explain some previous experimental findings. HIT can be widely used to study highly charged biomolecules, including DNA, RNA, molecular motors, and other highly charged biomolecules. The HIT package is available at http://compbio.utep.edu/static/downloads/download_hit.zip.
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