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1.
Proc Natl Acad Sci U S A ; 120(31): e2302668120, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37490535

RESUMO

Catecholamine-stimulated ß2-adrenergic receptor (ß2AR) signaling via the canonical Gs-adenylyl cyclase-cAMP-PKA pathway regulates numerous physiological functions, including the therapeutic effects of exogenous ß-agonists in the treatment of airway disease. ß2AR signaling is tightly regulated by GRKs and ß-arrestins, which together promote ß2AR desensitization and internalization as well as downstream signaling, often antithetical to the canonical pathway. Thus, the ability to bias ß2AR signaling toward the Gs pathway while avoiding ß-arrestin-mediated effects may provide a strategy to improve the functional consequences of ß2AR activation. Since attempts to develop Gs-biased agonists and allosteric modulators for the ß2AR have been largely unsuccessful, here we screened small molecule libraries for allosteric modulators that selectively inhibit ß-arrestin recruitment to the receptor. This screen identified several compounds that met this profile, and, of these, a difluorophenyl quinazoline (DFPQ) derivative was found to be a selective negative allosteric modulator of ß-arrestin recruitment to the ß2AR while having no effect on ß2AR coupling to Gs. DFPQ effectively inhibits agonist-promoted phosphorylation and internalization of the ß2AR and protects against the functional desensitization of ß-agonist mediated regulation in cell and tissue models. The effects of DFPQ were also specific to the ß2AR with minimal effects on the ß1AR. Modeling, mutagenesis, and medicinal chemistry studies support DFPQ derivatives binding to an intracellular membrane-facing region of the ß2AR, including residues within transmembrane domains 3 and 4 and intracellular loop 2. DFPQ thus represents a class of biased allosteric modulators that targets an allosteric site of the ß2AR.


Assuntos
Arrestina , Transdução de Sinais , beta-Arrestinas/metabolismo , Arrestina/metabolismo , beta-Arrestina 1/genética , beta-Arrestina 1/metabolismo , Receptores Adrenérgicos/metabolismo , Receptores Adrenérgicos beta 2/genética , Receptores Adrenérgicos beta 2/metabolismo
2.
Biochemistry ; 61(11): 981-991, 2022 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-35533300

RESUMO

Human parathyroid hormone (PTH) is an 84-amino acid peptide that contains two methionine (Met) residues located at positions 8 and 18. It has long been recognized that Met residues in PTH are subject to oxidation to become Met sulfoxide, resulting in a decreased biological function of the peptide. However, the mechanism of the lost biological function of PTH oxidation remains elusive. To characterize whether the shift from the hydrophobic nature of the native Met residue to the hydrophilic nature of Met sulfoxide plays a role in the reduction of biological activity upon PTH oxidation, we conducted in silico and in vitro site-directed mutagenesis of Met-8 and Met-18 to the hydrophilic residue asparagine (Asn) or to the hydrophobic residue leucine (Leu) and compared the behavior of these mutated peptides with that of PTH oxidized at Met-8 and/or Met-18. Our results showed that the biological activity of the Asn-8 and Asn-8/Asn-18 mutants was significantly reduced, similar to Met-8 sulfoxide and Met-8/Met-18 sulfoxide analogues, while the functions of Asn-18, Leu-8, Leu-8/Leu-18 mutants, or Met-18 sulfoxide analogues were similar to wild-type PTH. This is rationalized from molecular modeling and immunoprecipitation assay, demonstrating disruption of hydrophobic interactions between Met-8 and Met-18 of PTH and type-1 PTH receptor (PTHR1) upon mutation or oxidation. Thus, these novel findings support the notion that the loss of biological function of PTH upon oxidation of Met-8 is due, at least in part, to the conversion from a hydrophobic to a hydrophilic residue that disrupts direct hydrophobic interaction between PTH and PTHR1.


Assuntos
Asparagina , Metionina , Humanos , Leucina/genética , Leucina/química , Asparagina/genética , Metionina/genética , Metionina/química , Hormônio Paratireóideo/genética , Hormônio Paratireóideo/química , Peptídeos/química , Racemetionina , Mutação , Sulfóxidos
3.
J Biol Chem ; 295(10): 3316-3329, 2020 03 06.
Artigo em Inglês | MEDLINE | ID: mdl-31964716

RESUMO

Phosphorylation of specific residues in the activation loops of AGC kinase group (protein kinase A, G, and C families) is required for activity of most of these kinases, including the catalytic subunit of PKA (PKAc). Although many phosphorylated AGC kinases are sensitive to phosphatase-mediated dephosphorylation, the PKAc activation loop uniquely resists dephosphorylation, rendering it "constitutively" phosphorylated in cells. Previous biophysical experiments and structural modeling have suggested that the N-terminal myristoylation signal and the C-terminal FXXF motif in PKAc regulate its thermal stability and catalysis. Here, using site-directed mutagenesis, molecular modeling, and in cell-free and cell-based systems, we demonstrate that substitutions of either the PKAc myristoylation signal or the FXXF motif only modestly reduce phosphorylation and fail to affect PKAc function in cells. However, we observed that these two sites cooperate with an N-terminal FXXW motif to cooperatively establish phosphatase resistance of PKAc while not affecting kinase-dependent phosphorylation of the activation loop. We noted that this tripartite cooperative mechanism of phosphatase resistance is functionally relevant, as demonstrated by changes in morphology, adhesion, and migration of human airway smooth muscle cells transfected with PKAc variants containing amino acid substitutions in these three sites. These findings establish that three allosteric sites located at the PKAc N and C termini coordinately regulate the phosphatase sensitivity of this enzyme. This cooperative mechanism of phosphatase resistance of AGC kinase opens new perspectives toward therapeutic manipulation of kinase signaling in disease.


Assuntos
Proteínas Quinases Dependentes de AMP Cíclico/metabolismo , Motivos de Aminoácidos , Domínio Catalítico , Adesão Celular , Linhagem Celular , Movimento Celular , Proteínas Quinases Dependentes de AMP Cíclico/química , Proteínas Quinases Dependentes de AMP Cíclico/genética , Citosol/metabolismo , Células HEK293 , Humanos , Mutagênese Sítio-Dirigida , Fosforilação , Proteínas Proto-Oncogênicas c-akt/química , Proteínas Proto-Oncogênicas c-akt/genética , Proteínas Proto-Oncogênicas c-akt/metabolismo , Proteínas Recombinantes/biossíntese , Proteínas Recombinantes/química , Proteínas Recombinantes/isolamento & purificação , Transdução de Sinais
4.
J Chem Inf Model ; 61(12): 5906-5922, 2021 12 27.
Artigo em Inglês | MEDLINE | ID: mdl-34898207

RESUMO

Umifenovir (Arbidol) has been reported to exhibit some degree of efficacy in multiple clinical trials for the treatment of COVID-19 as a monotherapy. It has also demonstrated synergistic inhibition of SARS-CoV-2 with other direct-acting antivirals such as Remdesivir. A computational approach was used to identify the most favorable binding site to the SARS-CoV-2 Spike S2 segment and to perform virtual screening. Compounds selected from modeling were evaluated in a live SARS-CoV-2 infection assay. An Arbidol (ARB) derivative with substitutions at both the C-4 and C-6 positions was found to exhibit a modest improvement in activity and solubility properties in comparison to ARB. However, all of the derivatives were found to only be partial inhibitors, rather than full inhibitors in a virus-induced cytopathic effect-based assay. The binding mode is also corroborated by parallel modeling of a series of oleanolic acid trisaccharide saponin fusion inhibitors shown to bind to the S2 segment. Recently determined experimental structures of the Spike protein allowed atomic resolution modeling of fusion inhibitor binding as a function of pH, and the implications for the molecular mechanism of direct-acting fusion inhibitors targeting the S2 segment are discussed.


Assuntos
COVID-19 , Hepatite C Crônica , Antagonistas de Receptores de Angiotensina , Inibidores da Enzima Conversora de Angiotensina , Antivirais/farmacologia , Humanos , Indóis , SARS-CoV-2 , Glicoproteína da Espícula de Coronavírus , Relação Estrutura-Atividade , Internalização do Vírus
5.
J Comput Chem ; 38(15): 1209-1228, 2017 06 05.
Artigo em Inglês | MEDLINE | ID: mdl-28130813

RESUMO

Following insights from recent crystal structures of the muscarinic acetylcholine receptor, binding modes of Positive Allosteric Modulators (PAMs) were predicted under the assumption that PAMs should bind to the extracellular surface of the active state. A series of well-characterized PAMs for adenosine (A1 R, A2A R, A3 R) and muscarinic acetylcholine (M1 R, M5 R) receptors were modeled using both rigid and flexible receptor CHARMM-based molecular docking. Studies of adenosine receptors investigated the molecular basis of the probe-dependence of PAM activity by modeling in complex with specific agonist radioligands. Consensus binding modes map common pharmacophore features of several chemical series to specific binding interactions. These models provide a rationalization of how PAM binding slows agonist radioligand dissociation kinetics. M1 R PAMs were predicted to bind in the analogous M2 R PAM LY2119620 binding site. The M5 R NAM (ML-375) was predicted to bind in the PAM (ML-380) binding site with a unique induced-fit receptor conformation. © 2017 Wiley Periodicals, Inc.


Assuntos
Regulação Alostérica/efeitos dos fármacos , Agonistas Muscarínicos/farmacologia , Agonistas do Receptor Purinérgico P1/farmacologia , Receptores Muscarínicos/metabolismo , Receptores Purinérgicos P1/metabolismo , Sítio Alostérico/efeitos dos fármacos , Humanos , Modelos Moleculares , Simulação de Acoplamento Molecular , Agonistas Muscarínicos/química , Agonistas do Receptor Purinérgico P1/química , Receptores Muscarínicos/química , Receptores Purinérgicos P1/química
6.
Biochem J ; 471(1): 37-51, 2015 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-26201515

RESUMO

The Akt protein kinase, also known as protein kinase B, plays key roles in insulin receptor signalling and regulates cell growth, survival and metabolism. Recently, we described a mechanism to enhance Akt phosphorylation that restricts access of cellular phosphatases to the Akt activation loop (Thr(308) in Akt1 or protein kinase B isoform alpha) in an ATP-dependent manner. In the present paper, we describe a distinct mechanism to control Thr(308) dephosphorylation and thus Akt deactivation that depends on intramolecular interactions of Akt C-terminal sequences with its kinase domain. Modifications of amino acids surrounding the Akt1 C-terminal mTORC2 (mammalian target of rapamycin complex 2) phosphorylation site (Ser(473)) increased phosphatase resistance of the phosphorylated activation loop (pThr(308)) and amplified Akt phosphorylation. Furthermore, the phosphatase-resistant Akt was refractory to ceramide-dependent dephosphorylation and amplified insulin-dependent Thr(308) phosphorylation in a regulated fashion. Collectively, these results suggest that the Akt C-terminal hydrophobic groove is a target for the development of agents that enhance Akt phosphorylation by insulin.


Assuntos
Insulina/metabolismo , Complexos Multiproteicos/metabolismo , Processamento de Proteína Pós-Traducional/fisiologia , Proteínas Proto-Oncogênicas c-akt/metabolismo , Transdução de Sinais/fisiologia , Serina-Treonina Quinases TOR/metabolismo , Animais , Linhagem Celular , Ativação Enzimática/fisiologia , Insulina/genética , Alvo Mecanístico do Complexo 1 de Rapamicina , Complexos Multiproteicos/genética , Fosforilação/fisiologia , Proteínas Proto-Oncogênicas c-akt/genética , Ratos , Serina-Treonina Quinases TOR/genética
7.
Proc Natl Acad Sci U S A ; 108(46): E1120-7, 2011 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-22031698

RESUMO

Phosphorylation of a threonine residue (T308 in Akt1) in the activation loop of Akt kinases is a prerequisite for deregulated Akt activity frequently observed in neoplasia. Akt phosphorylation in vivo is balanced by the opposite activities of kinases and phosphatases. Here we describe that targeting Akt kinase to the cell membrane markedly reduced sensitivity of phosphorylated Akt to dephosphorylation by protein phosphatase 2A. This effect was amplified by occupancy of the ATP binding pocket by either ATP or ATP-competitive inhibitors. Mutational analysis revealed that R273 in Akt1 and the corresponding R274 in Akt2 are essential for shielding T308 in the activation loop against dephosphorylation. Thus, occupancy of the nucleotide binding pocket of Akt kinases enables intramolecular interactions that restrict phosphatase access and sustain Akt phosphorylation. This mechanism provides an explanation for the "paradoxical" Akt hyperphosphorylation induced by ATP-competitive inhibitor, A-443654. The lack of phosphatase resistance further contributes insight into the mechanism by which the human Akt2 R274H missense mutation may cause autosomal-dominant diabetes mellitus.


Assuntos
Trifosfato de Adenosina/química , Proteína Fosfatase 2/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Animais , Linhagem Celular , Sobrevivência Celular , Diabetes Mellitus/metabolismo , Inibidores Enzimáticos/farmacologia , Células HeLa , Humanos , Lipídeos/química , Modelos Moleculares , Conformação Molecular , Mutação de Sentido Incorreto , Fosforilação , Conformação Proteica , Ratos
8.
Viruses ; 16(5)2024 04 30.
Artigo em Inglês | MEDLINE | ID: mdl-38793593

RESUMO

Since the beginning of the COVID-19 pandemic, extensive drug repurposing efforts have sought to identify small-molecule antivirals with various mechanisms of action. Here, we aim to review research progress on small-molecule viral entry and fusion inhibitors that directly bind to the SARS-CoV-2 Spike protein. Early in the pandemic, numerous small molecules were identified in drug repurposing screens and reported to be effective in in vitro SARS-CoV-2 viral entry or fusion inhibitors. However, given minimal experimental information regarding the exact location of small-molecule binding sites on Spike, it was unclear what the specific mechanism of action was or where the exact binding sites were on Spike for some inhibitor candidates. The work of countless researchers has yielded great progress, with the identification of many viral entry inhibitors that target elements on the S1 receptor-binding domain (RBD) or N-terminal domain (NTD) and disrupt the S1 receptor-binding function. In this review, we will also focus on highlighting fusion inhibitors that target inhibition of the S2 fusion function, either by disrupting the formation of the postfusion S2 conformation or alternatively by stabilizing structural elements of the prefusion S2 conformation to prevent conformational changes associated with S2 function. We highlight experimentally validated binding sites on the S1/S2 interface and on the S2 subunit. While most substitutions to the Spike protein to date in variants of concern (VOCs) have been localized to the S1 subunit, the S2 subunit sequence is more conserved, with only a few observed substitutions in proximity to S2 binding sites. Several recent small molecules targeting S2 have been shown to have robust activity over recent VOC mutant strains and/or greater broad-spectrum antiviral activity for other more distantly related coronaviruses.


Assuntos
Antivirais , Tratamento Farmacológico da COVID-19 , SARS-CoV-2 , Glicoproteína da Espícula de Coronavírus , Internalização do Vírus , Glicoproteína da Espícula de Coronavírus/metabolismo , Glicoproteína da Espícula de Coronavírus/química , Glicoproteína da Espícula de Coronavírus/antagonistas & inibidores , Glicoproteína da Espícula de Coronavírus/genética , SARS-CoV-2/efeitos dos fármacos , Humanos , Internalização do Vírus/efeitos dos fármacos , Antivirais/farmacologia , Antivirais/química , Sítios de Ligação , Reposicionamento de Medicamentos , COVID-19/virologia , Ligação Proteica , Bibliotecas de Moléculas Pequenas/farmacologia
9.
Viruses ; 16(4)2024 04 20.
Artigo em Inglês | MEDLINE | ID: mdl-38675980

RESUMO

Clofazimine and Arbidol have both been reported to be effective in vitro SARS-CoV-2 fusion inhibitors. Both are promising drugs that have been repurposed for the treatment of COVID-19 and have been used in several previous and ongoing clinical trials. Small-molecule bindings to expressed constructs of the trimeric S2 segment of Spike and the full-length SARS-CoV-2 Spike protein were measured using a Surface Plasmon Resonance (SPR) binding assay. We demonstrate that Clofazimine, Toremifene, Arbidol and its derivatives bind to the S2 segment of the Spike protein. Clofazimine provided the most reliable and highest-quality SPR data for binding with S2 over the conditions explored. A molecular docking approach was used to identify the most favorable binding sites on the S2 segment in the prefusion conformation, highlighting two possible small-molecule binding sites for fusion inhibitors. Results related to molecular docking and modeling of the structure-activity relationship (SAR) of a newly reported series of Clofazimine derivatives support the proposed Clofazimine binding site on the S2 segment. When the proposed Clofazimine binding site is superimposed with other experimentally determined coronavirus structures in structure-sequence alignments, the changes in sequence and structure may rationalize the broad-spectrum antiviral activity of Clofazimine in closely related coronaviruses such as SARS-CoV, MERS, hCoV-229E, and hCoV-OC43.


Assuntos
Clofazimina , Ligação Proteica , SARS-CoV-2 , Glicoproteína da Espícula de Coronavírus , Humanos , Antivirais/farmacologia , Antivirais/química , Sítios de Ligação , Clofazimina/farmacologia , Clofazimina/química , Clofazimina/metabolismo , Tratamento Farmacológico da COVID-19 , Indóis , Simulação de Acoplamento Molecular , SARS-CoV-2/efeitos dos fármacos , Glicoproteína da Espícula de Coronavírus/metabolismo , Glicoproteína da Espícula de Coronavírus/química , Glicoproteína da Espícula de Coronavírus/antagonistas & inibidores , Relação Estrutura-Atividade , Sulfetos , Ressonância de Plasmônio de Superfície , Inibidores de Proteínas Virais de Fusão/farmacologia , Inibidores de Proteínas Virais de Fusão/química
10.
J Comput Chem ; 34(14): 1258-69, 2013 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-23420703

RESUMO

Molecular docking of small-molecules is an important procedure for computer-aided drug design. Modeling receptor side chain flexibility is often important or even crucial, as it allows the receptor to adopt new conformations as induced by ligand binding. However, the accurate and efficient incorporation of receptor side chain flexibility has proven to be a challenge due to the huge computational complexity required to adequately address this problem. Here we describe a new docking approach with a very fast, graph-based optimization algorithm for assignment of the near-optimal set of residue rotamers. We extensively validate our approach using the 40 DUD target benchmarks commonly used to assess virtual screening performance and demonstrate a large improvement using the developed side chain optimization over rigid receptor docking (average ROC AUC of 0.693 vs. 0.623). Compared to numerous benchmarks, the overall performance is better than nearly all other commonly used procedures. Furthermore, we provide a detailed analysis of the level of receptor flexibility observed in docking results for different classes of residues and elucidate potential avenues for further improvement.


Assuntos
Simulação de Acoplamento Molecular/métodos , Proteínas/química , Algoritmos , Bases de Dados de Proteínas , Ligantes , Simulação de Acoplamento Molecular/economia , Conformação Proteica , Proteínas/metabolismo , Termodinâmica , Fatores de Tempo
11.
Cell Biosci ; 12(1): 56, 2022 May 07.
Artigo em Inglês | MEDLINE | ID: mdl-35525984

RESUMO

BACKGROUND: Changes in the expression and activity of the AKT oncogene play an important role in psychiatric disease. We present translational data assessing the role of AKT in psychiatric symptoms. METHODS: (1) We assessed the protein activity of an AKT3 mutant harboring a PH domain mutation (Q60H) detected in a patient with schizophrenia, the corresponding AKT1 mutant (Q61H), and wild-type AKT1 and AKT3 transduced in AKT-null mouse fibroblasts and modeled the Q61H mutation onto the crystal structure of the Akt1 PH domain. (2) We analyzed the results of earlier genome-wide association studies to determine the distribution of schizophrenia-associated single-nucleotide polymorphisms (SNPs) in the AKT3 gene. (3) We analyzed the psychiatric adverse events (AEs) of patients treated with M2698 (p70S6K/AKT1/AKT3 inhibitor) and with other PI3K/AKT/mTOR pathway inhibitors. RESULTS: (1) Proteins encoded by AKT3 (AKT3Q60H) and AKT1 (AKT1Q61H) mutants had lower kinase activity than those encoded by wild-type AKT3 and AKT1, respectively. Molecular modeling of the AKT1-Q61H mutant suggested conformational changes that may reduce the binding of D3-phosphorylated phosphoinositides to the PH domain. (2) We identified multiple SNPs in the AKT3 gene that were strongly associated with schizophrenia (p < 0.5 × 10-8). (3) Psychiatric AEs, mostly insomnia, anxiety, and depression, were noted in 29% of patients treated with M2698. In randomized studies, their incidence was higher in PI3K/AKT/mTOR inhibitor arms compared with placebo arms. All psychiatric AEs were reversible. CONCLUSIONS: Our data elucidate the incidence and mechanisms of psychiatric AEs in patients treated with PI3K/AKT/mTOR inhibitors and emphasize the need for careful monitoring.

12.
Br J Pharmacol ; 179(19): 4692-4708, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35732075

RESUMO

BACKGROUND AND PURPOSE: ß-Adrenoceptor agonists relieve airflow obstruction by activating ß2 -adrenoceptors, which are G protein-coupled receptors (GPCRs) expressed on human airway smooth muscle (HASM) cells. The currently available ß-adrenoceptor agonists are balanced agonists, however, and signal through both the stimulatory G protein (Gs )- and ß-arrestin-mediated pathways. While Gs signalling is beneficial and promotes HASM relaxation, ß-arrestin activation is associated with reduced Gs efficacy. In this context, biased ligands that selectively promote ß2 -adrenoceptor coupling to Gs signalling represent a promising strategy to treat asthma. Here, we examined several ß-adrenoceptor agonists to identify Gs -biased ligands devoid of ß-arrestin-mediated effects. EXPERIMENTAL APPROACH: Gs -biased ligands for the ß2 -adrenoceptor were identified by high-throughput screening and then evaluated for Gs interaction, Gi interaction, cAMP production, ß-arrestin interaction, GPCR kinase (GRK) phosphorylation of the receptor, receptor trafficking, ERK activation, and functional desensitization of the ß2 -adrenoceptor. KEY RESULTS: We identified ractopamine, dobutamine, and higenamine as Gs -biased agonists that activate the Gs /cAMP pathway upon ß2 -adrenoceptor stimulation while showing minimal Gi or ß-arrestin interaction. Furthermore, these compounds did not induce any receptor trafficking and had reduced GRK5-mediated phosphorylation of the ß2 -adrenoceptor. Finally, we observed minimal physiological desensitization of the ß2 -adrenoceptor in primary HASM cells upon treatment with biased agonists. CONCLUSION AND IMPLICATIONS: Our work demonstrates that Gs -biased signalling through the ß2 -adrenoceptor may prove to be an effective strategy to promote HASM relaxation in the treatment of asthma. Such biased compounds may also be useful in identifying the molecular mechanisms that determine biased signalling and in design of safer drugs.


Assuntos
Asma , Receptores Adrenérgicos beta 2 , Agonistas Adrenérgicos beta/farmacologia , Asma/tratamento farmacológico , Subunidades alfa Gs de Proteínas de Ligação ao GTP/metabolismo , Humanos , Fenótipo , Receptores Adrenérgicos beta 2/metabolismo , Transdução de Sinais , beta-Arrestina 1/metabolismo , beta-Arrestinas/metabolismo , beta-Arrestinas/farmacologia
13.
J Chem Inf Model ; 51(9): 2047-65, 2011 Sep 26.
Artigo em Inglês | MEDLINE | ID: mdl-21644546

RESUMO

The performances of several two-step scoring approaches for molecular docking were assessed for their ability to predict binding geometries and free energies. Two new scoring functions designed for "step 2 discrimination" were proposed and compared to our CHARMM implementation of the linear interaction energy (LIE) approach using the Generalized-Born with Molecular Volume (GBMV) implicit solvation model. A scoring function S1 was proposed by considering only "interacting" ligand atoms as the "effective size" of the ligand and extended to an empirical regression-based pair potential S2. The S1 and S2 scoring schemes were trained and 5-fold cross-validated on a diverse set of 259 protein-ligand complexes from the Ligand Protein Database (LPDB). The regression-based parameters for S1 and S2 also demonstrated reasonable transferability in the CSARdock 2010 benchmark using a new data set (NRC HiQ) of diverse protein-ligand complexes. The ability of the scoring functions to accurately predict ligand geometry was evaluated by calculating the discriminative power (DP) of the scoring functions to identify native poses. The parameters for the LIE scoring function with the optimal discriminative power (DP) for geometry (step 1 discrimination) were found to be very similar to the best-fit parameters for binding free energy over a large number of protein-ligand complexes (step 2 discrimination). Reasonable performance of the scoring functions in enrichment of active compounds in four different protein target classes established that the parameters for S1 and S2 provided reasonable accuracy and transferability. Additional analysis was performed to definitively separate scoring function performance from molecular weight effects. This analysis included the prediction of ligand binding efficiencies for a subset of the CSARdock NRC HiQ data set where the number of ligand heavy atoms ranged from 17 to 35. This range of ligand heavy atoms is where improved accuracy of predicted ligand efficiencies is most relevant to real-world drug design efforts.


Assuntos
Proteínas/química , Bases de Dados de Proteínas , Ligantes , Modelos Químicos , Ligação Proteica , Análise de Regressão
14.
PLoS One ; 16(2): e0246181, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33596235

RESUMO

The 2019 emergence of, SARS-CoV-2 has tragically taken an immense toll on human life and far reaching impacts on society. There is a need to identify effective antivirals with diverse mechanisms of action in order to accelerate preclinical development. This study focused on five of the most established drug target proteins for direct acting small molecule antivirals: Nsp5 Main Protease, Nsp12 RNA-dependent RNA polymerase, Nsp13 Helicase, Nsp16 2'-O methyltransferase and the S2 subunit of the Spike protein. A workflow of solvent mapping and free energy calculations was used to identify and characterize favorable small-molecule binding sites for an aromatic pharmacophore (benzene). After identifying the most favorable sites, calculated ligand efficiencies were compared utilizing computational fragment screening. The most favorable sites overall were located on Nsp12 and Nsp16, whereas the most favorable sites for Nsp13 and S2 Spike had comparatively lower ligand efficiencies relative to Nsp12 and Nsp16. Utilizing fragment screening on numerous possible sites on Nsp13 helicase, we identified a favorable allosteric site on the N-terminal zinc binding domain (ZBD) that may be amenable to virtual or biophysical fragment screening efforts. Recent structural studies of the Nsp12:Nsp13 replication-transcription complex experimentally corroborates ligand binding at this site, which is revealed to be a functional Nsp8:Nsp13 protein-protein interaction site in the complex. Detailed structural analysis of Nsp13 ZBD conformations show the role of induced-fit flexibility in this ligand binding site and identify which conformational states are associated with efficient ligand binding. We hope that this map of over 200 possible small-molecule binding sites for these drug targets may be of use for ongoing discovery, design, and drug repurposing efforts. This information may be used to prioritize screening efforts or aid in the process of deciphering how a screening hit may bind to a specific target protein.


Assuntos
Antivirais/farmacologia , COVID-19/virologia , RNA-Polimerase RNA-Dependente de Coronavírus/metabolismo , Metiltransferases/metabolismo , RNA Helicases/metabolismo , SARS-CoV-2/efeitos dos fármacos , Proteínas não Estruturais Virais/metabolismo , Sítio Alostérico , Sítios de Ligação , COVID-19/metabolismo , Biologia Computacional/métodos , Proteases 3C de Coronavírus/antagonistas & inibidores , Proteases 3C de Coronavírus/química , Proteases 3C de Coronavírus/metabolismo , RNA-Polimerase RNA-Dependente de Coronavírus/antagonistas & inibidores , RNA-Polimerase RNA-Dependente de Coronavírus/química , Humanos , Metiltransferases/antagonistas & inibidores , Metiltransferases/química , Modelos Moleculares , Terapia de Alvo Molecular , Ligação Proteica , RNA Helicases/antagonistas & inibidores , RNA Helicases/química , RNA Polimerase Dependente de RNA/metabolismo , SARS-CoV-2/metabolismo , Proteínas não Estruturais Virais/antagonistas & inibidores , Proteínas não Estruturais Virais/química , Replicação Viral/efeitos dos fármacos , Tratamento Farmacológico da COVID-19
15.
Proteins ; 78(8): 1926-38, 2010 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-20310065

RESUMO

Orthogonal aminoacyl-tRNA synthetase/tRNA pairs from archaea have been evolved to facilitate site specific in vivo incorporation of unnatural amino acids into proteins in Escherichia coli. Using this approach, unnatural amino acids have been successfully incorporated with high translational efficiency and fidelity. In this study, CHARMM-based molecular docking and free energy calculations were used to evaluate rational design of specific protein-ligand interactions for aminoacyl-tRNA synthetases. A series of novel unnatural amino acid ligands were docked into the p-benzoyl-L-phenylalanine tRNA synthetase, which revealed that the binding pocket of the enzyme does not provide sufficient space for significantly larger ligands. Specific binding site residues were mutated to alanine to create additional space to accommodate larger target ligands, and then mutations were introduced to improve binding free energy. This approach was used to redesign binding sites for several different target ligands, which were then tested against the standard 20 amino acids to verify target specificity. Only the synthetase designed to bind Man-alpha-O-Tyr was predicted to be sufficiently selective for the target ligand and also thermodynamically stable. Our study suggests that extensive redesign of the tRNA synthatase binding pocket for large bulky ligands may be quite thermodynamically unfavorable.


Assuntos
Aminoácidos/metabolismo , Aminoacil-tRNA Sintetases/metabolismo , Aminoacil-tRNA Sintetases/química , Sítios de Ligação , Cristalografia por Raios X , Estabilidade Enzimática , Escherichia coli/enzimologia , Ligação de Hidrogênio , Ligantes , Modelos Moleculares , Mutação/genética , Estrutura Secundária de Proteína , Termodinâmica
16.
Proteins ; 78(10): 2251-64, 2010 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-20544962

RESUMO

The arenavirus genome encodes for a Z-protein, which contains a RING domain that coordinates two zinc ions, and has been identified as having several functional roles at various stages of the virus life cycle. Z-protein binds to multiple host proteins and has been directly implicated in the promotion of viral budding, repression of mRNA translation, and apoptosis of infected cells. Using homology models of the Z-protein from Lassa strain arenavirus, replica exchange molecular dynamics (MD) was used to refine the structures, which were then subsequently clustered. Population-weighted ensembles of low-energy cluster representatives were predicted based upon optimal agreement of the chemical shifts computed with the SPARTA program with the experimental NMR chemical shifts. A member of the refined ensemble was identified to be a potential binder of budding factor Tsg101 based on its correspondence to the structure of the HIV-1 Gag late domain when bound to Tsg101. Members of these ensembles were docked against the crystal structure of human eIF4E translation initiation factor. Two plausible binding modes emerged based upon their agreement with experimental observation, favorable interaction energies and stability during MD trajectories. Mutations to Z are proposed that would either inhibit both binding mechanisms or selectively inhibit only one mode. The C-terminal domain conformation of the most populated member of the representative ensemble shielded protein-binding recognition motifs for Tsg101 and eIF4E and represents the most populated state free in solution. We propose that C-terminal flexibility is key for mediating the different functional states of the Z-protein.


Assuntos
Proteínas de Transporte/química , Proteínas de Transporte/metabolismo , Vírus Lassa/metabolismo , Domínios RING Finger , Proteínas Virais/química , Proteínas Virais/metabolismo , Zinco/química , Proteínas de Transporte/genética , Biologia Computacional , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/metabolismo , Bases de Dados de Proteínas , Complexos Endossomais de Distribuição Requeridos para Transporte/química , Complexos Endossomais de Distribuição Requeridos para Transporte/metabolismo , Fator de Iniciação 4E em Eucariotos/química , Fator de Iniciação 4E em Eucariotos/metabolismo , Modelos Moleculares , Simulação de Dinâmica Molecular , Proteínas Mutantes/química , Proteínas Mutantes/metabolismo , Ressonância Magnética Nuclear Biomolecular , Conformação Proteica , Fatores de Transcrição/química , Fatores de Transcrição/metabolismo , Proteínas Virais/genética , Zinco/metabolismo
17.
Protein Eng Des Sel ; 21(3): 187-95, 2008 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-18276611

RESUMO

Transthyretin (TTR)-containing amyloid fibrils are deposited in cardiac tissue as a natural consequence of aging. A large number of inherited mutations lead to amyloid diseases by accelerating TTR deposition in other organs. Amyloid formation is preceded by a disruption of the quaternary structure of TTR and conformational changes in the monomer. To study conformational changes preceding the formation of amyloid, we performed molecular dynamics simulations of the wild-type monomer, amyloidogenic variants (V30M, L55P, V122I) and a protective variant (T119M) at neutral and low pH. At low pH, the D strand dissociated from the beta-sheet to expose the A strand, consistent with experimental studies. In amyloidogenic variants and in the wild-type at low pH, there was a conformational change in the beta-sheets into alpha-sheet via peptide bond flips that was not observed at neutral pH in the wild-type monomer. The same residues participated in conversion in each amyloidogenic variant simulation, originating in the G strand between residues 106 and 109, with accelerated conversion at low pH. The T119M protective variant changed the local conformation of the H strand and suppressed the conversion observed in amyloidogenic variants.


Assuntos
Neuropatias Amiloides/genética , Mutação , Pré-Albumina/química , Pré-Albumina/genética , Sequência de Aminoácidos , Humanos , Ligação de Hidrogênio , Concentração de Íons de Hidrogênio , Modelos Moleculares , Dados de Sequência Molecular , Conformação Proteica , Dobramento de Proteína
18.
Eur J Med Chem ; 138: 661-668, 2017 Sep 29.
Artigo em Inglês | MEDLINE | ID: mdl-28710965

RESUMO

The diarylisoxazole molecular scaffold is found in several NSAIDs, especially those with high selectivity for COX-1. Here, we have determined the structural basis for COX-1 binding to two diarylisoxazoles: mofezolac, which is polar and ionizable, and 3-(5-chlorofuran-2-yl)-5-methyl-4-phenylisoxazole (P6) that has very low polarity. X-ray analysis of the crystal structures of COX-1 bound to mofezolac and 3-(5-chlorofuran-2-yl)-5-methyl-4-phenylisoxazole allowed the identification of specific binding determinants within the enzyme active site, relevant to generate structure/activity relationships for diarylisoxazole NSAIDs.


Assuntos
Ciclo-Oxigenase 1/metabolismo , Inibidores de Ciclo-Oxigenase/farmacologia , Isoxazóis/farmacologia , Inibidores de Ciclo-Oxigenase/síntese química , Inibidores de Ciclo-Oxigenase/química , Relação Dose-Resposta a Droga , Humanos , Isoxazóis/síntese química , Isoxazóis/química , Estrutura Molecular , Relação Estrutura-Atividade
19.
Structure ; 12(10): 1847-63, 2004 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-15458633

RESUMO

The homotetramer of transthyretin (TTR) dissociates into a monomeric amyloidogenic intermediate that self-assembles into amyloid fibrils at low pH. We have performed molecular dynamics simulations of monomeric TTR at neutral and low pH at physiological (310 K) and very elevated temperature (498 K). In the low-pH simulations at both temperatures, one of the two beta-sheets (strands CBEF) becomes disrupted, and alpha-sheet structure forms in the other sheet (strands DAGH). alpha-sheet is formed by alternating alphaL and alphaR residues, and it was first proposed by Pauling and Corey. Overall, the simulations are in agreement with the available experimental observations, including solid-state NMR results for a TTR-peptide amyloid. In addition, they provide a unique explanation for the results of hydrogen exchange experiments of the amyloidogenic intermediate-results that are difficult to explain with beta-structure. We propose that alpha-sheet may represent a key pathological conformation during amyloidogenesis.


Assuntos
Amiloide/química , Pré-Albumina/química , Amiloidose/patologia , Cristalografia , Humanos , Concentração de Íons de Hidrogênio , Estrutura Secundária de Proteína , Temperatura
20.
Protein Sci ; 12(10): 2150-60, 2003 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-14500873

RESUMO

We have determined consensus protein-fold classifications on the basis of three classification methods, SCOP, CATH, and Dali. These classifications make use of different methods of defining and categorizing protein folds that lead to different views of protein-fold space. Pairwise comparisons of domains on the basis of their fold classifications show that much of the disagreement between the classification systems is due to differing domain definitions rather than assigning the same domain to different folds. However, there are significant differences in the fold assignments between the three systems. These remaining differences can be explained primarily in terms of the breadth of the fold classifications. Many structures may be defined as having one fold in one system, whereas far fewer are defined as having the analogous fold in another system. By comparing these folds for a nonredundant set of proteins, the consensus method breaks up broad fold classifications and combines restrictive fold classifications into metafolds, creating, in effect, an averaged view of fold space. This averaged view requires that the structural similarities between proteins having the same metafold be recognized by multiple classification systems. Thus, the consensus map is useful for researchers looking for fold similarities that are relatively independent of the method used to compare proteins. The 30 most populated metafolds, representing the folds of about half of a nonredundant subset of the PDB, are presented here. The full list of metafolds is presented on the Web.


Assuntos
Bases de Dados de Proteínas , Dobramento de Proteína , Estrutura Terciária de Proteína/genética , Proteínas/química , Motivos de Aminoácidos , Biologia Computacional/métodos , Gráficos por Computador , Modelos Moleculares , Conformação Proteica , Proteínas/classificação , Proteínas/genética , Homologia Estrutural de Proteína
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