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1.
Int J Mol Sci ; 24(3)2023 Jan 28.
Article in English | MEDLINE | ID: covidwho-2216341

ABSTRACT

After a sudden and first spread of the pandemic caused by the novel SARS-CoV-2 (Severe Acute Respiratory Syndrome-Coronavirus 2) wild-type strain, mutants have emerged which have been associated with increased infectivity, inducing surges in the contagions. The first of the so-called variants of concerns, was firstly isolated in the United Kingdom and later renamed Alpha variant. Afterwards, in the middle of 2021, a new variant appeared called Delta. The latter is characterized by the presence of point mutations in the Spike protein of SARS-CoV-2, especially in the Receptor Binding Domain (RBD). When in its active conformation, the RBD can interact with the human receptor Angiotensin-Converting Enzyme 2 (ACE2) to allow the entry of the virions into cells. In this contribution, by using extended all-atom molecular dynamic simulations, complemented with machine learning post-processing, we analyze the changes in the molecular interaction network induced by these different strains in comparison with the wild-type. On one hand, although relevant variations are evidenced, only limited changes in the global stability indicators and in the flexibility profiles have been observed. On the other hand, key differences were obtained by tracking hydrophilic and hydrophobic molecular interactions, concerning both positioning at the ACE2/RBD interface and formation/disruption dynamic behavior.


Subject(s)
Angiotensin-Converting Enzyme 2 , COVID-19 , Humans , Angiotensin-Converting Enzyme 2/genetics , SARS-CoV-2/genetics , COVID-19/genetics , Machine Learning , Molecular Dynamics Simulation , Protein Binding , Mutation , Spike Glycoprotein, Coronavirus/genetics
2.
Int J Mol Sci ; 23(10)2022 May 23.
Article in English | MEDLINE | ID: covidwho-1934115

ABSTRACT

Inhibition of the papain-like protease (PLpro) of SARS-CoV-2 has been demonstrated to be a successful target to prevent the spreading of the coronavirus in the infected body. In this regard, covalent inhibitors, such as the recently proposed VIR251 ligand, can irreversibly inactivate PLpro by forming a covalent bond with a specific residue of the catalytic site (Cys111), through a Michael addition reaction. An inhibition mechanism can therefore be proposed, including four steps: (i) ligand entry into the protease pocket; (ii) Cys111 deprotonation of the thiol group by a Brønsted-Lowry base; (iii) Cys111-S- addition to the ligand; and (iv) proton transfer from the protonated base to the covalently bound ligand. Evaluating the energetics and PLpro conformational changes at each of these steps could aid the design of more efficient and selective covalent inhibitors. For this aim, we have studied by means of MD simulations and QM/MM calculations the whole mechanism. Regarding the first step, we show that the inhibitor entry in the PLpro pocket is thermodynamically favorable only when considering the neutral Cys111, that is, prior to the Cys111 deprotonation. For the second step, MD simulations revealed that His272 would deprotonate Cys111 after overcoming an energy barrier of ca. 32 kcal/mol (at the QM/MM level), but implying a decrease of the inhibitor stability inside the protease pocket. This information points to a reversible Cys111 deprotonation, whose equilibrium is largely shifted toward the neutral Cys111 form. Although thermodynamically disfavored, if Cys111 is deprotonated in close proximity to the vinylic carbon of the ligand, then covalent binding takes place in an irreversible way (third step) to form the enolate intermediate. Finally, due to Cys111-S- negative charge redistribution over the bound ligand, proton transfer from the initially protonated His272 is favored, finally leading to an irreversibly modified Cys111 and a restored His272. These results elucidate the selectivity of Cys111 to enable formation of a covalent bond, even if a weak proton acceptor is available, as His272.


Subject(s)
COVID-19 Drug Treatment , Protons , Coronavirus Papain-Like Proteases , Humans , Ligands , Papain/metabolism , Peptide Hydrolases/metabolism , SARS-CoV-2
3.
Phys Chem Chem Phys ; 23(40): 22957-22971, 2021 Oct 20.
Article in English | MEDLINE | ID: covidwho-1462045

ABSTRACT

The identification of chemical compounds able to bind specific sites of the human/viral proteins involved in the SARS-CoV-2 infection cycle is a prerequisite to design effective antiviral drugs. Here we conduct a molecular dynamics study with the aim to assess the interactions of ivermectin, an antiparasitic drug with broad-spectrum antiviral activity, with the human Angiotensin-Converting Enzyme 2 (ACE2), the viral 3CLpro and PLpro proteases, and the viral SARS Unique Domain (SUD). The drug/target interactions have been characterized in silico by describing the nature of the non-covalent interactions found and by measuring the extent of their time duration along the MD simulation. Results reveal that the ACE2 protein and the ACE2/RBD aggregates form the most persistent interactions with ivermectin, while the binding with the remaining viral proteins is more limited and unspecific.


Subject(s)
Angiotensin-Converting Enzyme 2/metabolism , Antiviral Agents/metabolism , Coronavirus 3C Proteases/metabolism , Coronavirus Papain-Like Proteases/metabolism , Ivermectin/metabolism , Angiotensin-Converting Enzyme 2/chemistry , Antiviral Agents/chemistry , Binding Sites , Coronavirus 3C Proteases/chemistry , Coronavirus Papain-Like Proteases/chemistry , G-Quadruplexes , Humans , Hydrogen Bonding , Hydrophobic and Hydrophilic Interactions , Ivermectin/chemistry , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Binding , Protein Domains , RNA/genetics , RNA/metabolism , SARS-CoV-2
4.
J Proteome Res ; 19(11): 4291-4315, 2020 11 06.
Article in English | MEDLINE | ID: covidwho-960292

ABSTRACT

The emergence in late 2019 of the coronavirus SARS-CoV-2 has resulted in the breakthrough of the COVID-19 pandemic that is presently affecting a growing number of countries. The development of the pandemic has also prompted an unprecedented effort of the scientific community to understand the molecular bases of the virus infection and to propose rational drug design strategies able to alleviate the serious COVID-19 morbidity. In this context, a strong synergy between the structural biophysics and molecular modeling and simulation communities has emerged, resolving at the atomistic level the crucial protein apparatus of the virus and revealing the dynamic aspects of key viral processes. In this Review, we focus on how in silico studies have contributed to the understanding of the SARS-CoV-2 infection mechanism and the proposal of novel and original agents to inhibit the viral key functioning. This Review deals with the SARS-CoV-2 spike protein, including the mode of action that this structural protein uses to entry human cells, as well as with nonstructural viral proteins, focusing the attention on the most studied proteases and also proposing alternative mechanisms involving some of its domains, such as the SARS unique domain. We demonstrate that molecular modeling and simulation represent an effective approach to gather information on key biological processes and thus guide rational molecular design strategies.


Subject(s)
Antiviral Agents , Coronavirus Infections , Drug Design , Molecular Docking Simulation , Pandemics , Pneumonia, Viral , Spike Glycoprotein, Coronavirus , Betacoronavirus , COVID-19 , Coronavirus Infections/drug therapy , Coronavirus Infections/virology , Humans , Molecular Dynamics Simulation , Pneumonia, Viral/drug therapy , Pneumonia, Viral/virology , SARS-CoV-2 , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/genetics , Spike Glycoprotein, Coronavirus/metabolism , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/genetics , Viral Nonstructural Proteins/metabolism , Virus Internalization
5.
J Phys Chem Lett ; 11(21): 9272-9281, 2020 Nov 05.
Article in English | MEDLINE | ID: covidwho-882858

ABSTRACT

Since the end of 2019, the coronavirus SARS-CoV-2 has caused more than 1000000 deaths all over the world and still lacks a medical treatment despite the attention of the whole scientific community. Human angiotensin-converting enzyme 2 (ACE2) was recently recognized as the transmembrane protein that serves as the point of entry of SARS-CoV-2 into cells, thus constituting the first biomolecular event leading to COVID-19 disease. Here, by means of a state-of-the-art computational approach, we propose a rational evaluation of the molecular mechanisms behind the formation of the protein complex. Moreover, the free energy of binding between ACE2 and the active receptor binding domain of the SARS-CoV-2 spike protein is evaluated quantitatively, providing for the first time the thermodynamics of virus-receptor recognition. Furthermore, the action of different ACE2 ligands is also examined in particular in their capacity to disrupt SARS-CoV-2 recognition, also providing via a free energy profile the quantification of the ligand-induced decreased affinity. These results improve our knowledge on molecular grounds of the SARS-CoV-2 infection and allow us to suggest rationales that could be useful for the subsequent wise molecular design for the treatment of COVID-19 cases.


Subject(s)
Betacoronavirus/metabolism , Ligands , Peptidyl-Dipeptidase A/metabolism , Spike Glycoprotein, Coronavirus/metabolism , Angiotensin-Converting Enzyme 2 , Binding Sites , COVID-19 , Coronavirus Infections/pathology , Coronavirus Infections/virology , Diosmin/chemistry , Diosmin/metabolism , Humans , Molecular Dynamics Simulation , Pandemics , Peptidyl-Dipeptidase A/chemistry , Plicamycin/chemistry , Plicamycin/metabolism , Pneumonia, Viral/pathology , Pneumonia, Viral/virology , Protein Binding , Protein Domains , SARS-CoV-2 , Spike Glycoprotein, Coronavirus/chemistry , Thermodynamics
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