ArticleComputers in biology and medicine2021
Bioinformatics analysis of the differences in the binding profile of the wild-type and mutants of the SARS-CoV-2 spike protein variants with the ACE2 receptor.
Article in Computers in biology and medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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26 citing papers in PubMed, 45 citations in OpenAlex.
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- Multimodal Structural Characterization of SARS-CoV-2 Spike Variants: Spectroscopic and Computational Insights.International journal of molecular sciences · 2025Article
- Mutation profiling, evolution analysis, molecular dynamics simulation, and functional characterization of Omicron sub-strains.Virus research · 2025Article
- Repurposing Nirmatrelvir for Hepatocellular Carcinoma: Network Pharmacology and Molecular Dynamics Simulations Identify HDAC3 as a Key Molecular Target.Pharmaceuticals (Basel, Switzerland) · 2025Article
- Medicinal Phytocompounds as Potential Inhibitors of p300-HIF1α Interaction: A Structure-Based Screening and Molecular Dynamics Simulation Study.Pharmaceuticals (Basel, Switzerland) · 2025Article
- The apoptotic and anti-proliferative effects of Neosetophomone B in T-cell acute lymphoblastic leukaemia via PI3K/AKT/mTOR pathway inhibition.Cell proliferation · 2025Article
- Structure-based molecular screening and dynamic simulation of phytocompounds targeting VEGFR-2: a novel therapeutic approach for papillary thyroid carcinoma.Frontiers in pharmacology · 2025Article
- Natural Compounds Targeting Thymic Stromal Lymphopoietin (TSLP): A Promising Therapeutic Strategy for Atopic Dermatitis.Biomolecules · 2024Article
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- Structural insights into the effect of mutations in the spike protein of SARS-CoV-2 on the binding with human furin protein.Heliyon · 2023Article
- Elucidating the binding mechanism of SARS-CoV-2 NSP6-TBK1 and structure-based designing of phytocompounds inhibitors for instigating the host immune response.Frontiers in chemistry · 2023Article
- Exploring the natural products chemical space to abrogate the F3L-dsRNA interface of monkeypox virus to enhance the immune responses using molecular screening and free energy calculations.Frontiers in pharmacology · 2023Article
- The XBB.1.5 slightly increase the binding affinity for host receptor ACE2 and exhibit strongest immune escaping features: molecular modeling and free energy calculation.Frontiers in molecular biosciences · 2023Article
- Multi-omic analysis characterizes molecular susceptibility of receptors to SARS-CoV-2 spike protein.Computational and structural biotechnology journal · 2023Article
- Computational prediction of the effect of mutations in the receptor-binding domain on the interaction between SARS-CoV-2 and human ACE2.Molecular diversity · 2022Article
- Genomic and structural mechanistic insight to reveal the differential infectivity of omicron and other variants of concern.Computers in biology and medicine · 2022Article
- An integrated understanding of the evolutionary and structural features of the SARS-CoV-2 spike receptor binding domain (RBD).International journal of biological macromolecules · 2022Article
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Authors and funding
12 authors at 6 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the causative agent of coronavirus disease 2019 (COVID-19). Reports of new variants that potentially increase virulence and viral transmission, as well as reduce the efficacy of available vaccines, have recently emerged. In this study, we computationally analyzed the N439K, S477 N, and T478K variants for their ability to bind Angiotensin-converting enzyme 2 (ACE2). We used the protein-protein docking approach to explore whether the three variants displayed a higher binding affinity to the ACE2 receptor than the wild type. We found that these variants alter the hydrogen bonding network and the cluster of interactions. Additional salt bridges, hydrogen bonds, and a high number of non-bonded contacts (i.e., non-bonded interactions between atoms in the same molecule and those in other molecules) were observed only in the mutant complexes, allowing efficient binding to the ACE2 receptor. Furthermore, we used a 2.0-μs all-atoms simulation approach to detect differences in the structural dynamic features of the resulting protein complexes. Our findings revealed that the mutant complexes possessed stable dynamics, consistent with the global trend of mutations yielding variants with improved stability and enhanced affinity. Binding energy calculations based on molecular mechanics/generalized Born surface area (MM/GBSA) further revealed that electrostatic interactions principally increased net binding energies. The stability and binding energies of N439K, S477 N, and T478K variants were enhanced compared to the wild-type-ACE2 complex. The net binding energy of the systems was -31.86 kcal/mol for the wild-type-ACE2 complex, -67.85 kcal/mol for N439K, -69.82 kcal/mol for S477 N, and -69.64 kcal/mol for T478K. The current study provides a basis for exploring the enhanced binding abilities and structural features of SARS-CoV-2 variants to design novel therapeutics against the virus.
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