scholarly journals Computational design of SARS-CoV-2 peptide binders with better predicted binding affinities than human ACE2 receptor

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Thassanai Sitthiyotha ◽  
Surasak Chunsrivirot
Keyword(s):  
Experimental Study ◽  
Protein Design ◽  
Computational Design ◽  
Binding Affinities ◽  
Receptor Binding Domain ◽  
Converting Enzyme ◽  
Angiotensin Converting Enzyme 2 ◽  
Lower Affinity ◽  
Previous Experimental Study ◽  
Better Than

AbstractSARS-CoV-2 is coronavirus causing COVID-19 pandemic. To enter human cells, receptor binding domain of S1 subunit of SARS-CoV-2 (SARS-CoV-2-RBD) binds to peptidase domain (PD) of angiotensin-converting enzyme 2 (ACE2) receptor. Employing peptides to inhibit binding between SARS-CoV-2-RBD and ACE2-PD is a therapeutic solution for COVID-19. Previous experimental study found that 23-mer peptide (SBP1) bound to SARS-CoV-2-RBD with lower affinity than ACE2. To increase SBP1 affinity, our previous study used residues 21–45 of α1 helix of ACE2-PD (SPB25) to design peptides with predicted affinity better than SBP1 and SPB25 by increasing interactions of residues that do not form favorable interactions with SARS-CoV-2-RBD. To design SPB25 with better affinity than ACE2, we employed computational protein design to increase interactions of residues reported to form favorable interactions with SARS-CoV-2-RBD and combine newly designed mutations with the best single mutations from our previous study. Molecular dynamics show that predicted binding affinities of three peptides (SPB25Q22R, SPB25F8R/K11W/L25R and SPB25F8R/K11F/Q22R/L25R) are better than ACE2. Moreover, their predicted stabilities may be slightly higher than SBP1 as suggested by their helicities. This study developed an approach to design SARS-CoV-2 peptide binders with predicted binding affinities better than ACE2. These designed peptides are promising candidates as SARS-CoV-2 inhibitors.

scholarly journals Computational redesign of Fab CC12.3 with substantially better predicted binding affinity to SARS-CoV-2 than human ACE2 receptor

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Wantanee Treewattanawong ◽  
Thassanai Sitthiyotha ◽  
Surasak Chunsrivirot
Keyword(s):  
Binding Affinity ◽  
Protein Design ◽  
Neutralizing Antibodies ◽  
Neutralizing Antibody ◽  
Binding Affinities ◽  
Receptor Binding Domain ◽  
Fab Fragment ◽  
Angiotensin Converting Enzyme 2 ◽  
Large Numbers ◽  
Better Than

AbstractSARS-CoV-2 is responsible for COVID-19 pandemic, causing large numbers of cases and deaths. It initiates entry into human cells by binding to the peptidase domain of angiotensin-converting enzyme 2 (ACE2) receptor via its receptor binding domain of S1 subunit of spike protein (SARS-CoV-2-RBD). Employing neutralizing antibodies to prevent binding between SARS-CoV-2-RBD and ACE2 is an effective COVID-19 therapeutic solution. Previous studies found that CC12.3 is a highly potent neutralizing antibody that was isolated from a SARS-CoV-2 infected patient, and its Fab fragment (Fab CC12.3) bound to SARS-CoV-2-RBD with comparable binding affinity to ACE2. To enhance its binding affinity, we employed computational protein design to redesign all CDRs of Fab CC12.3 and molecular dynamics (MD) to validate their predicted binding affinities by the MM-GBSA method. MD results show that the predicted binding affinities of the three best designed Fabs CC12.3 (CC12.3-D02, CC12.3-D05, and CC12.3-D08) are better than those of Fab CC12.3 and ACE2. Additionally, our results suggest that enhanced binding affinities of CC12.3-D02, CC12.3-D05, and CC12.3-D08 are caused by increased SARS-CoV-2-RBD binding interactions of CDRs L1 and L3. This study redesigned neutralizing antibodies with better predicted binding affinities to SARS-CoV-2-RBD than Fab CC12.3 and ACE2. They are promising candidates as neutralizing antibodies against SARS-CoV-2.

scholarly journals Blocking Effect of Demethylzeylasteral on the Interaction between Human ACE2 Protein and SARS-CoV-2 RBD Protein Discovered Using SPR Technology

Molecules ◽  
2020 ◽  
Vol 26 (1) ◽  
pp. 57
Author(s):  
Zhi-Ling Zhu ◽  
Xiao-Dan Qiu ◽  
Shuo Wu ◽  
Yi-Tong Liu ◽  
Ting Zhao ◽  
...  
Keyword(s):  
Therapeutic Strategy ◽  
Blocking Effect ◽  
Spike Protein ◽  
Binding Affinities ◽  
The Novel ◽  
Converting Enzyme ◽  
Primary Method ◽  
Angiotensin Converting Enzyme 2 ◽  
Novel Coronavirus ◽  
Effective Drugs

The novel coronavirus disease (2019-nCoV) has been affecting global health since the end of 2019, and there is no sign that the epidemic is abating. Targeting the interaction between the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike protein and the human angiotensin-converting enzyme 2 (ACE2) receptor is a promising therapeutic strategy. In this study, surface plasmon resonance (SPR) was used as the primary method to screen a library of 960 compounds. A compound 02B05 (demethylzeylasteral, CAS number: 107316-88-1) that had high affinities for S-RBD and ACE2 was discovered, and binding affinities (KD, μM) of 02B05-ACE2 and 02B05-S-RBD were 1.736 and 1.039 μM, respectively. The results of a competition experiment showed that 02B05 could effectively block the binding of S-RBD to ACE2 protein. Furthermore, pseudovirus infection assay revealed that 02B05 could inhibit entry of SARS-CoV-2 pseudovirus into 293T cells to a certain extent at nontoxic concentration. The compoundobtained in this study serve as references for the design of drugs which have potential in the treatment of COVID-19 and can thus accelerate the process of developing effective drugs to treat SARS-CoV-2 infections.

Identification of the interaction between Angiotensin-converting Enzyme Residues and Severe Acute Respiratory Syndrome Coronavirus 2.

2021 ◽  
Vol 27 ◽  
Author(s):  
Youness Kadil ◽  
Mohammed Mouhcine ◽  
Imane Rahmoune ◽  
Houda Filali
Keyword(s):  
Severe Acute Respiratory Syndrome ◽  
Angiotensin Converting Enzyme ◽  
Receptor Binding Domain ◽  
Converting Enzyme ◽  
Methodological Study ◽  
Angiotensin Converting Enzyme 2 ◽  
Enveloped Virus ◽  
Positive Sense ◽  
Contact Residues ◽  
Cell Membrane Protein

Introduction: Coronaviruses are an enveloped virus with a positive-sense single-stranded RNA genome. It has been shown that the viral spike S glycoprotein binds to the cell membrane protein angiotensin-converting enzyme 2 as an invasive process of the virus. The aim of this research is the application of a computational approach in the identification of the interaction residues ACE2 with severe acute respiratory syndrome Coronavirus 2. A methodological study to understand the interactions between SARS CoV2 and ACE2, which is essential for the development of a vaccine and an antiviral. Methods: The S protein is cleaved into two subunits, S1 and S2. S1 contains the receptor-binding domain (RBD) which allows the virus to bind directly to the peptidase domain of ACE2. Results: Our results present the overall differences in contact residues between the different chains, and an alignment between the two SARS Viruses, along with a presentation of similarity between them.Then S2 likely plays a role in membrane fusion. Conclusions : The synthesis of our results appears to provide potentially a rational set of objectives that can help in the development of a SARS-CoV-2 vaccine.

scholarly journals Possible Transmission Flow of SARS-CoV-2 Based on ACE2 Features

Molecules ◽  
2020 ◽  
Vol 25 (24) ◽  
pp. 5906
Author(s):  
Sk. Sarif Hassan ◽  
Shinjini Ghosh ◽  
Diksha Attrish ◽  
Pabitra Pal Choudhury ◽  
Alaa A. A. Aljabali ◽  
...  
Keyword(s):  
Amino Acids ◽  
Severe Acute Respiratory Syndrome ◽  
Angiotensin Converting Enzyme ◽  
Receptor Binding ◽  
Comprehensive Analysis ◽  
Cellular Receptor ◽  
Receptor Binding Domain ◽  
Converting Enzyme ◽  
Angiotensin Converting Enzyme 2 ◽  
Protein Receptor

Angiotensin-converting enzyme 2 (ACE2) is the cellular receptor for the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) that is engendering the severe coronavirus disease 2019 (COVID-19) pandemic. The spike (S) protein receptor-binding domain (RBD) of SARS-CoV-2 binds to the three sub-domains viz. amino acids (aa) 22–42, aa 79–84, and aa 330–393 of ACE2 on human cells to initiate entry. It was reported earlier that the receptor utilization capacity of ACE2 proteins from different species, such as cats, chimpanzees, dogs, and cattle, are different. A comprehensive analysis of ACE2 receptors of nineteen species was carried out in this study, and the findings propose a possible SARS-CoV-2 transmission flow across these nineteen species.

scholarly journals S19W, T27W, and N330Y mutations in ACE2 enhance SARS-CoV-2 S-RBD binding toward both wild-type and antibody-resistant viruses and its molecular basis

2021 ◽  
Vol 6 (1) ◽  
Author(s):  
Fei Ye ◽  
Xi Lin ◽  
Zimin Chen ◽  
Fanli Yang ◽  
Sheng Lin ◽  
...  
Keyword(s):  
Molecular Basis ◽  
Structural Data ◽  
Van Der Waals Interactions ◽  
Side Chains ◽  
Receptor Binding Domain ◽  
Converting Enzyme ◽  
Wild Type ◽  
Angiotensin Converting Enzyme 2 ◽  
Domain Protein ◽  
Entry Inhibition

AbstractSARS-CoV-2 recognizes, via its spike receptor-binding domain (S-RBD), human angiotensin-converting enzyme 2 (ACE2) to initiate infection. Ecto-domain protein of ACE2 can therefore function as a decoy. Here we show that mutations of S19W, T27W, and N330Y in ACE2 could individually enhance SARS-CoV-2 S-RBD binding. Y330 could be synergistically combined with either W19 or W27, whereas W19 and W27 are mutually unbeneficial. The structures of SARS-CoV-2 S-RBD bound to the ACE2 mutants reveal that the enhanced binding is mainly contributed by the van der Waals interactions mediated by the aromatic side-chains from W19, W27, and Y330. While Y330 and W19/W27 are distantly located and devoid of any steric interference, W19 and W27 are shown to orient their side-chains toward each other and to cause steric conflicts, explaining their incompatibility. Finally, using pseudotyped SARS-CoV-2 viruses, we demonstrate that these residue substitutions are associated with dramatically improved entry-inhibition efficacy toward both wild-type and antibody-resistant viruses. Taken together, our biochemical and structural data have delineated the basis for the elevated S-RBD binding associated with S19W, T27W, and N330Y mutations in ACE2, paving the way for potential application of these mutants in clinical treatment of COVID-19.

scholarly journals Amino acids 484 and 494 of SARS-CoV-2 spike are hotspots of immune evasion affecting antibody but not ACE2 binding

2021 ◽  
Author(s):  
Marta Alenquer ◽  
Filipe Ferreira ◽  
Diana Lousa ◽  
Mariana Valério ◽  
Mónica Medina-Lopes ◽  
...  
Keyword(s):  
Amino Acids ◽  
Amino Acid ◽  
Angiotensin Converting Enzyme ◽  
Immune Evasion ◽  
Neutralizing Antibodies ◽  
Receptor Binding Domain ◽  
Converting Enzyme ◽  
Antibody Neutralization ◽  
Angiotensin Converting Enzyme 2 ◽  
The Core

AbstractUnderstanding SARS-CoV-2 evolution and host immunity is critical to control COVID-19 pandemics. At the core is an arms-race between SARS-CoV-2 antibody and angiotensin-converting enzyme 2 (ACE2) recognition, a function of the viral protein spike and, predominantly, of its receptor-binding-domain (RBD). Mutations in spike impacting antibody or ACE2 binding are known, but the effect of mutation synergy is less explored. We engineered 22 spike-pseudotyped lentiviruses containing individual and combined mutations, and confirmed that E484K evades antibody neutralization elicited by infection or vaccination, a capacity augmented when complemented by K417N and N501Y mutations. In silico analysis provided an explanation for E484K immune evasion. E484 frequently engages in interactions with antibodies but not with ACE2. Importantly, we identified a novel amino acid of concern, S494, which shares a similar pattern. Using the already circulating mutation S494P, we found that it reduces antibody neutralization of convalescent sera. This amino acid emerges as an additional hotspot for immune evasion and a target for therapies, vaccines and diagnostics.One-Sentence SummaryAmino acids in SARS-CoV-2 spike protein implicated in immune evasion are biased for binding to neutralizing antibodies but dispensable for binding the host receptor angiotensin-converting enzyme 2.

scholarly journals A Multifunctional Peptide From Bacillus Fermented Soybean for Effective Inhibition of SARS-CoV-2 S1 Receptor Binding Domain and Modulation of Toll Like Receptor 4: A Molecular Docking Study

2021 ◽  
Vol 8 ◽  
Author(s):  
Srichandan Padhi ◽  
Samurailatpam Sanjukta ◽  
Rounak Chourasia ◽  
Rajendra K. Labala ◽  
Sudhir P. Singh ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Angiotensin Converting Enzyme ◽  
Receptor Binding ◽  
In Silico ◽  
Receptor Binding Domain ◽  
Converting Enzyme ◽  
Toll Like Receptor ◽  
Toll Like Receptor 4 ◽  
Angiotensin Converting Enzyme 2 ◽  
Fermented Soybean

Fermented soybean products are traditionally consumed and popular in many Asian countries and the northeastern part of India. To search for potential agents for the interruption of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Spike glycoprotein 1 (S1) and human angiotensin-converting enzyme 2 (ACE2) receptor interactions, the in silico antiviral prospective of peptides identified from the proteome of kinema was investigated. Soybean was fermented using Bacillus licheniformis KN1G, Bacillus amyloliquefaciens KN2G and two different strains of Bacillus subtilis (KN2B and KN2M). The peptides were screened in silico for possible antiviral activity using two different web servers (AVPpred and meta-iAVP), and binding interactions of selected 44 peptides were further explored against the receptor-binding domain (RBD) of the S1 protein (PDB ID: 6M0J) by molecular docking using ZDOCK. The results showed that a peptide ALPEEVIQHTFNLKSQ (P13) belonging to B. licheniformis KN1G fermented kinema was able to make contacts with the binding motif of RBD by blocking specific residues designated as critical (GLN493, ASN501) in the binding of human angiotensin-converting enzyme 2 (ACE2) cell receptor. The selected peptide was also observed to have a significant affinity towards human toll like receptor 4 (TLR4)/Myeloid Differentiation factor 2 (MD2) (PDB ID: 3FXI) complex known for its essential role in cytokine storm. The energy properties of the docked complexes were analyzed through the Generalized Born model and Solvent Accessibility method (MM/GBSA) using HawkDock server. The results showed peptidyl amino acids GLU5, GLN8, PHE11, and LEU13 contributed most to P13-RBD binding. Similarly, ARG90, PHE121, LEU61, PHE126, and ILE94 were appeared to be significant in P13-TLR4/MD2 complex. The findings of the study suggest that the peptides from fermented soy prepared using B. licheniformis KN1G have better potential to be used as antiviral agents. The specific peptide ALPEEVIQHTFNLKSQ could be synthesized and used in combination with experimental studies to validate its effect on SARS-CoV-2-hACE2 interaction and modulation of TLR4 activity. Subsequently, the protein hydrolysate comprising these peptides could be used as prophylaxis against viral diseases, including COVID-19.

scholarly journals Computational design of ACE2-based short peptide inhibitors of SARS-CoV-2

2020 ◽  
Author(s):  
Yanxiao Han ◽  
Petr Kral
Keyword(s):  
Molecular Dynamics ◽  
Computational Design ◽  
Peptide Inhibitors ◽  
Converting Enzyme ◽  
Protease Domain ◽  
Alpha Helices ◽  
Angiotensin Converting Enzyme 2 ◽  
Short Peptide ◽  
Binding Domains ◽  
Dynamics Simulations

<div>Peptide inhibitors against the SARS-CoV-2 coronavirus, currently causing a worldwide pandemic, are designed and simulated. The inhibitors are formed by two sequential self-supporting alpha-helices (bundle) extracted from the protease domain (PD) of angiotensin-converting enzyme 2 (ACE2), which binds to the SARS-CoV-2 receptor binding domains. Molecular dynamics simulations revealed that the peptides maintain their secondary structure and provide a highly specific and stable binding (blocking) to SARS-CoV-2, determined by their sequences and conformations. The proposed peptide inhibitors could provide simple therapeutics against the COVID-19 disease.</div>

scholarly journals Structural Dissection of Viral Spike-Protein Binding of SARS-CoV-2 and SARS-CoV-1 to the Human Angiotensin-Converting Enzyme 2 (ACE2) as Cellular Receptor

Biomedicines ◽  
2021 ◽  
Vol 9 (8) ◽  
pp. 1038
Author(s):  
Deborah Giordano ◽  
Luigi De Masi ◽  
Maria Antonia Argenio ◽  
Angelo Facchiano
Keyword(s):  
Angiotensin Converting Enzyme ◽  
In Silico Analysis ◽  
Host Cells ◽  
Spike Protein ◽  
Cellular Receptor ◽  
Receptor Binding Domain ◽  
Converting Enzyme ◽  
Angiotensin Converting Enzyme 2 ◽  
The World ◽  
Silico Analysis

An outbreak by a new severe acute respiratory syndrome betacoronavirus (SARS-CoV-2) has spread CoronaVirus Disease 2019 (COVID-19) all over the world. Immediately, following studies have confirmed the human Angiotensin-Converting Enzyme 2 (ACE2) as a cellular receptor of viral Spike-Protein (Sp) that mediates the CoV-2 invasion into the pulmonary host cells. Here, we compared the molecular interactions of the viral Sp from previous SARS-CoV-1 of 2002 and SARS-CoV-2 with the host ACE2 protein by in silico analysis of the available experimental structures of Sp-ACE2 complexes. The K417 amino acid residue, located in the region of Sp Receptor-Binding Domain (RBD) of the new coronavirus SARS-CoV-2, showed to have a key role for the binding to the ACE2 N-terminal region. The R426 residue of SARS-CoV-1 Sp-RBD also plays a key role, although by interacting with the central region of the ACE2 sequence. Therefore, our study evidenced peculiarities in the interactions of the two Sp-ACE2 complexes. Our outcomes were consistent with previously reported mutagenesis studies on SARS-CoV-1 and support the idea that a new and different RBD was acquired by SARS-CoV-2. These results have interesting implications and suggest further investigations.

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