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1.
Cell ; 180(6): 1130-1143.e20, 2020 03 19.
Artículo en Inglés | MEDLINE | ID: mdl-32160528

RESUMEN

Fatty acid synthases (FASs) are central to metabolism but are also of biotechnological interest for the production of fine chemicals and biofuels from renewable resources. During fatty acid synthesis, the growing fatty acid chain is thought to be shuttled by the dynamic acyl carrier protein domain to several enzyme active sites. Here, we report the discovery of a γ subunit of the 2.6 megadalton α6-ß6S. cerevisiae FAS, which is shown by high-resolution structures to stabilize a rotated FAS conformation and rearrange ACP domains from equatorial to axial positions. The γ subunit spans the length of the FAS inner cavity, impeding reductase activities of FAS, regulating NADPH turnover by kinetic hysteresis at the ketoreductase, and suppressing off-pathway reactions at the enoylreductase. The γ subunit delineates the functional compartment within FAS. As a scaffold, it may be exploited to incorporate natural and designed enzymatic activities that are not present in natural FAS.


Asunto(s)
Ácido Graso Sintasas/química , Ácido Graso Sintasas/metabolismo , Proteína Transportadora de Acilo/química , Proteína Transportadora de Acilo/metabolismo , Aciltransferasas/metabolismo , Sitios de Unión , Dominio Catalítico , Microscopía por Crioelectrón/métodos , Cristalografía por Rayos X/métodos , Ácidos Grasos/biosíntesis , Ácidos Grasos/química , Modelos Moleculares , Subunidades de Proteína/química , Subunidades de Proteína/aislamiento & purificación , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Relación Estructura-Actividad
2.
Proc Natl Acad Sci U S A ; 120(25): e2218896120, 2023 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-37327313

RESUMEN

Programmed ferroptotic death eliminates cells in all major organs and tissues with imbalanced redox metabolism due to overwhelming iron-catalyzed lipid peroxidation under insufficient control by thiols (Glutathione (GSH)). Ferroptosis has been associated with the pathogenesis of major chronic degenerative diseases and acute injuries of the brain, cardiovascular system, liver, kidneys, and other organs, and its manipulation offers a promising new strategy for anticancer therapy. This explains the high interest in designing new small-molecule-specific inhibitors against ferroptosis. Given the role of 15-lipoxygenase (15LOX) association with phosphatidylethanolamine (PE)-binding protein 1 (PEBP1) in initiating ferroptosis-specific peroxidation of polyunsaturated PE, we propose a strategy of discovering antiferroptotic agents as inhibitors of the 15LOX/PEBP1 catalytic complex rather than 15LOX alone. Here we designed, synthesized, and tested a customized library of 26 compounds using biochemical, molecular, and cell biology models along with redox lipidomic and computational analyses. We selected two lead compounds, FerroLOXIN-1 and 2, which effectively suppressed ferroptosis in vitro and in vivo without affecting the biosynthesis of pro-/anti-inflammatory lipid mediators in vivo. The effectiveness of these lead compounds is not due to radical scavenging or iron-chelation but results from their specific mechanisms of interaction with the 15LOX-2/PEBP1 complex, which either alters the binding pose of the substrate [eicosatetraenoyl-PE (ETE-PE)] in a nonproductive way or blocks the predominant oxygen channel thus preventing the catalysis of ETE-PE peroxidation. Our successful strategy may be adapted to the design of additional chemical libraries to reveal new ferroptosis-targeting therapeutic modalities.


Asunto(s)
Ferroptosis , Proteínas de Unión a Fosfatidiletanolamina , Glutatión/metabolismo , Hierro/metabolismo , Peroxidación de Lípido , Lípidos , Oxidación-Reducción , Proteínas de Unión a Fosfatidiletanolamina/antagonistas & inhibidores
3.
J Biol Chem ; 299(4): 103032, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36806682

RESUMEN

The human oxysterol 12α-hydroxylase cytochrome P450 8B1 (CYP8B1) is a validated drug target for both type 2 diabetes and nonalcoholic fatty liver disease, but effective selective inhibitors are not yet available. Herein, steroidal substrate-mimicking compounds with a pyridine ring appended to the C12 site of metabolism were designed as inhibitors, synthesized, and evaluated in terms of their functional and structural interactions with CYP8B1. While the pyridine nitrogen was intended to coordinate the CYP8B1 active site heme iron, none of these compounds elicited shifts in the CYP8B1 Soret absorbance consistent with this type of interaction. However, when CYP8B1 was cocrystallized with the pyridine-containing compound with the 3-keto-Δ4 steroid backbone most similar to the endogenous substrate, it was apparent that this ligand was bound in a channel leading to the active site, instead of near the heme iron. Inspection of this structure suggested that tryptophan 281 directly above the heme might restrict active site binding of potential inhibitors with this design. This hypothesis was supported when a CYP8B1 W281F mutation did allow all three compounds to coordinate the heme iron as designed. These results indicated that the design of next-generation CYP8B1 inhibitors should be compatible with the low-ceiling tryptophan immediately above the heme iron.


Asunto(s)
Diabetes Mellitus Tipo 2 , Esteroide 12-alfa-Hidroxilasa , Humanos , Esteroide 12-alfa-Hidroxilasa/metabolismo , Sistema Enzimático del Citocromo P-450/metabolismo , Dominio Catalítico , Triptófano , Esteroides , Piridinas/farmacología , Hemo/metabolismo , Hierro/metabolismo
4.
Mol Microbiol ; 117(6): 1464-1478, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35575437

RESUMEN

The Streptococcus pneumoniae Rgg144/SHP144 regulator-peptide quorum sensing (QS) system is critical for nutrient utilization, oxidative stress response, and virulence. Here, we characterized this system by assessing the importance of each residue within the active short hydrophobic peptide (SHP) by alanine-scanning mutagenesis and testing the resulting peptides for receptor binding and activation of the receptor. Interestingly, several of the mutations had little effect on binding to Rgg144 but reduced transcriptional activation appreciably. In particular, a proline substitution (P21A) reduced transcriptional activation by 29-fold but bound with a 3-fold higher affinity than the wild-type SHP. Consistent with the function of Rgg144, the mutant peptide led to decreased utilization of mannose and increased susceptibility to superoxide generator paraquat. Pangenome comparison showed full conservation of P21 across SHP144 allelic variants. Crystallization of Rgg144 in the absence of peptide revealed a comparable structure to the DNA bound and free forms of its homologs suggesting similar mechanisms of activation. Together, these analyses identify key interactions in a critical pneumococcal QS system. Further manipulation of the SHP has the potential to facilitate the development of inhibitors that are functional across strains. The approach described here is likely to be effective across QS systems in multiple species.


Asunto(s)
Regulación Bacteriana de la Expresión Génica , Percepción de Quorum , Proteínas Bacterianas/metabolismo , Péptidos/metabolismo , Percepción de Quorum/genética , Streptococcus pneumoniae/metabolismo
5.
Chemistry ; 29(25): e202203363, 2023 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-36826395

RESUMEN

Acetylcholinesterase (AChE) is a key target for the current symptomatic treatment of Alzheimer's disease, and galantamine is a clinical anticholinesterase drug with transiently acting characteristic and good selectivity for AChE. The present theoretical-experimental work improves the drug's residence time without reducing the inhibition effect, thus providing a crucial breakthrough for modifying the inhibitor of AChE with better kinetic behavior. The static binding and dynamic delivery properties acquired from atomic view reveal that the galantamine simply occupies a catalytic anionic site, and its release from AChE needs only ∼8.6 kcal/mol. Both of these may cause the short residence time of galantamine. The hotspots and most favorable transport mechanism are identified, and the hydrogen bond and aromatic stacking interactions are observed to play crucial roles for galantamine binding and release in AChE. The typical peripheral anionic site arisen at the delivery process would provide another key occupation to enhance the anti-release ability for inhibitors. The compound with "specific-ring-chain-ring" framework with detailed beneficial modification scheme is summarized, which may improve the residence time of the inhibitor in AChE. The thermodynamic and dynamic properties of galantamine derivatives are also studied. Based on dictamnine, a natural alkaloid, two novel eligible derivatives are designed, synthesized and evaluated, which verifies our prediction. Multiple computational approaches and experimental combinations probably provide a train of thought from both static and dynamic views to modify or design appropriate inhibitors on the basis of specific binding and transportation features.


Asunto(s)
Enfermedad de Alzheimer , Productos Biológicos , Humanos , Acetilcolinesterasa/metabolismo , Enfermedad de Alzheimer/tratamiento farmacológico , Inhibidores de la Colinesterasa/química , Inhibidores de la Colinesterasa/farmacología , Galantamina/química , Galantamina/farmacología , Simulación del Acoplamiento Molecular
6.
Molecules ; 29(1)2023 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-38202808

RESUMEN

Human society is facing the threat of various viruses. Proteases are promising targets for the treatment of viral infections. In this study, we collected and profiled 170 protease sequences from 125 viruses that infect humans. Approximately 73 of them are viral 3-chymotrypsin-like proteases (3CLpro), and 11 are pepsin-like aspartic proteases (PAPs). Their sequences, structures, and substrate characteristics were carefully analyzed to identify their conserved nature for proposing a pan-3CLpro or pan-PAPs inhibitor design strategy. To achieve this, we used computational prediction and modeling methods to predict the binding complex structures for those 73 3CLpro with 4 protease inhibitors of SARS-CoV-2 and 11 protease inhibitors of HCV. Similarly, the complex structures for the 11 viral PAPs with 9 protease inhibitors of HIV were also obtained. The binding affinities between these compounds and proteins were also evaluated to assess their pan-protease inhibition via MM-GBSA. Based on the drugs targeting viral 3CLpro and PAPs, repositioning of the active compounds identified several potential uses for these drug molecules. As a result, Compounds 1-2, modified based on the structures of Ray1216 and Asunaprevir, indicate potential inhibition of DENV protease according to our computational simulation results. These studies offer ideas and insights for future research in the design of broad-spectrum antiviral drugs.


Asunto(s)
Péptido Hidrolasas , Proteasas Virales , Humanos , Ácido Aspártico Endopeptidasas , Computadores , Inhibidores de Proteasas/farmacología , Antivirales/farmacología
7.
Molecules ; 28(12)2023 Jun 07.
Artículo en Inglés | MEDLINE | ID: mdl-37375166

RESUMEN

The intricate complex system of the differentiation 47 (CD47) and the signal-regulatory protein alpha (SIRPα) cluster is a crucial target for cancer immunotherapy. Although the conformational state of the CD47-SIRPα complex has been revealed through crystallographic studies, further characterization is needed to fully understand the binding mechanism and to identify the hot spot residues involved. In this study, molecular dynamics (MD) simulations were carried out for the complexes of CD47 with two SIRPα variants (SIRPαv1, SIRPαv2) and the commercially available anti-CD47 monoclonal antibody (B6H12.2). The calculated binding free energy of CD47-B6H12.2 is lower than that of CD47-SIRPαv1 and CD47-SIRPαv2 in all the three simulations, indicating that CD47-B6H12.2 has a higher binding affinity than the other two complexes. Moreover, the dynamical cross-correlation matrix reveals that the CD47 protein shows more correlated motions when it binds to B6H12.2. Significant effects were observed in the energy and structural analyses of the residues (Glu35, Tyr37, Leu101, Thr102, Arg103) in the C strand and FG region of CD47 when it binds to the SIRPα variants. The critical residues (Leu30, Val33, Gln52, Lys53, Thr67, Arg69, Arg95, and Lys96) were identified in SIRPαv1 and SIRPαv2, which surround the distinctive groove regions formed by the B2C, C'D, DE, and FG loops. Moreover, the crucial groove structures of the SIRPα variants shape into obvious druggable sites. The C'D loops on the binding interfaces undergo notable dynamical changes throughout the simulation. For B6H12.2, the residues Tyr32LC, His92LC, Arg96LC, Tyr32HC, Thr52HC, Ser53HC, Ala101HC, and Gly102HC in its initial half of the light and heavy chains exhibit obvious energetic and structural impacts upon binding with CD47. The elucidation of the binding mechanism of SIRPαv1, SIRPαv2, and B6H12.2 with CD47 could provide novel perspectives for the development of inhibitors targeting CD47-SIRPα.


Asunto(s)
Simulación de Dinámica Molecular , Neoplasias , Humanos , Receptores Inmunológicos/química , Antígenos de Diferenciación/química , Antígeno CD47/genética , Antígeno CD47/química , Anticuerpos Monoclonales , Inmunoterapia , Fagocitosis , Neoplasias/metabolismo
8.
J Biol Chem ; 296: 100015, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33139328

RESUMEN

African swine fever, caused by the African swine fever virus (ASFV), is among the most significant swine diseases. There are currently no effective treatments against ASFV. ASFV contains a gene encoding a dUTPase (E165R), which is required for viral replication in swine macrophages, making it an attractive target for inhibitor development. However, the full structural details of the ASFV dUTPase and those of the comparable swine enzyme are not available, limiting further insights. Herein, we determine the crystal structures of ASFV dUTPase and swine dUTPase in both their ligand-free and ligand-bound forms. We observe that the swine enzyme employs a classical dUTPase architecture made up of three-subunit active sites, whereas the ASFV enzyme employs a novel two-subunit active site. We then performed a comparative analysis of all dUTPase structures uploaded in the Protein Data Bank (PDB), which showed classical and non-classical types were mainly determined by the C-terminal ß-strand orientation, and the difference was mainly related to the four amino acids behind motif IV. Thus, our study not only explains the reason for the structural diversity of dUTPase but also reveals how to predict dUTPase type, which may have implications for the dUTPase family. Finally, we tested two dUTPase inhibitors developed for the Plasmodium falciparum dUTPase against the swine and ASFV enzymes. One of these compounds inhibited the ASFV dUTPase at low micromolar concentrations (Kd = 15.6 µM) and with some selectivity (∼2x) over swine dUTPase. In conclusion, our study expands our understanding of the dUTPase family and may aid in the development of specific ASFV inhibitors.


Asunto(s)
Virus de la Fiebre Porcina Africana/enzimología , Antivirales/farmacología , Inhibidores Enzimáticos/farmacología , Pirofosfatasas/antagonistas & inhibidores , Pirofosfatasas/química , Virus de la Fiebre Porcina Africana/efectos de los fármacos , Virus de la Fiebre Porcina Africana/fisiología , Secuencia de Aminoácidos , Animales , Antivirales/química , Dominio Catalítico , Cristalografía por Rayos X , Desarrollo de Medicamentos , Inhibidores Enzimáticos/química , Interacciones Huésped-Patógeno , Macrófagos/virología , Plasmodium falciparum/enzimología , Conformación Proteica , Porcinos , Replicación Viral/efectos de los fármacos
9.
J Biol Chem ; 296: 100353, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33524392

RESUMEN

Polychlorinated bisphenols (PCBs) continue to contaminate food chains globally where they concentrate in tissues and disrupt the endocrine systems of species throughout the ecosphere. Hydroxylated PCBs (OH-PCBs) are major PCB metabolites and high-affinity inhibitors of human estrogen sulfotransferase (SULT1E1), which sulfonates estrogens and thus prevents them from binding to and activating their receptors. OH-PCB inhibition of SULT1E1 is believed to contribute significantly to PCB-based endocrine disruption. Here, for the first time, the molecular basis of OH-PCB inhibition of SULT1E1 is revealed in a structure of SULT1E1 in complex with OH-PCB1 (4'-OH-2,6-dichlorobiphenol) and its substrates, estradiol (E2), and PAP (3'-phosphoadenosine-5-phosphosulfate). OH-PCB1 prevents catalysis by intercalating between E2 and catalytic residues and establishes a new E2-binding site whose E2 affinity and positioning are greater than and competitive with those of the reactive-binding pocket. Such complexes have not been observed previously and offer a novel template for the design of high-affinity inhibitors. Mutating residues in direct contact with OH-PCB weaken its affinity without compromising the enzyme's catalytic parameters. These OH-PCB resistant mutants were used in stable transfectant studies to demonstrate that OH-PCBs regulate estrogen receptors in cultured human cell lines by binding the OH-PCB binding pocket of SULT1E1.


Asunto(s)
Inhibidores Enzimáticos/farmacología , Estrógenos/farmacología , Bifenilos Policlorados/farmacología , Sulfotransferasas/antagonistas & inhibidores , Inhibidores Enzimáticos/química , Estrógenos/química , Humanos , Hidroxilación , Modelos Moleculares , Bifenilos Policlorados/química , Receptores de Estrógenos/metabolismo , Sulfotransferasas/química , Sulfotransferasas/metabolismo
10.
J Biol Inorg Chem ; 27(6): 541-551, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35513576

RESUMEN

Pseudomonas aeruginosa is an increasingly antibiotic-resistant pathogen that causes severe lung infections, burn wound infections, and diabetic foot infections. P. aeruginosa produces the siderophore pyochelin through the use of a non-ribosomal peptide synthetase (NRPS) biosynthetic pathway. Targeting members of siderophore NRPS proteins is one avenue currently under investigation for the development of new antibiotics against antibiotic-resistant organisms. Here, the crystal structure of the pyochelin adenylation domain PchD is reported. The structure was solved to 2.11 Å when co-crystallized with the adenylation inhibitor 5'-O-(N-salicylsulfamoyl)adenosine (salicyl-AMS) and to 1.69 Å with a modified version of salicyl-AMS designed to target an active site cysteine (4-cyano-salicyl-AMS). In the structures, PchD adopts the adenylation conformation, similar to that reported for AB3403 from Acinetobacter baumannii.


Asunto(s)
Pseudomonas aeruginosa , Sideróforos , Antibacterianos/metabolismo , Antibacterianos/farmacología , Fenoles , Pseudomonas aeruginosa/metabolismo , Salicilatos/metabolismo , Sideróforos/química , Tiazoles
11.
Mol Divers ; 26(5): 2761-2774, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-35067751

RESUMEN

Optimization and re-optimization of bioactive molecules using in silico methods have found application in the design of more active ones. Herein, we applied a pharmacophore modeling approach to screen potent dual inhibitors of acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE) aimed at Alzheimer's disease (AD) treatment. The investigation entails molecular dynamics simulation, docking, pharmacophore modeling, drug-like screening, and binding energy analysis. We prepared a pharmacophore model from approved inhibitors of AChE and BuChE to predict the crucial moieties required for optimum molecular interaction with these proteins. The obtained pharmacophore model, used for database screening via some critical criteria, showed 229 hit molecules. Further analyses showed 42 likely dual inhibitors of AChE/BuChE with drug-like and pharmacokinetics properties the same as the approved cholinesterase inhibitors. Finally, we identified 14 dual molecules with improved potentials over the existing inhibitors and simulated ZINC92385797 bound to human AChE and BuChE structure after noticing that these 14 molecules are similar. The selected compound maintained relative stability at the active sites of both proteins over 120 ns simulation. Our integrated protocols showed the pertinent recipes of anti-AD drug design through the in silico pipeline.


Asunto(s)
Acetilcolinesterasa , Enfermedad de Alzheimer , Acetilcolinesterasa/metabolismo , Enfermedad de Alzheimer/tratamiento farmacológico , Enfermedad de Alzheimer/metabolismo , Butirilcolinesterasa/metabolismo , Inhibidores de la Colinesterasa/química , Humanos , Simulación del Acoplamiento Molecular , Relación Estructura-Actividad
12.
Int J Mol Sci ; 23(13)2022 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-35806297

RESUMEN

Controlled inhibition of drug-metabolizing cytochrome P450 3A4 (CYP3A4) is utilized to boost bioavailability of anti-viral and immunosuppressant pharmaceuticals. We investigate structure-activity relationships (SARs) in analogues of ritonavir, a potent CYP3A4 inhibitor marketed as pharmacoenhancer, to determine structural elements required for potent inhibition and whether the inhibitory potency can be further improved via a rational structure-based design. This study investigated eight (series VI) inhibitors differing in head- and end-moieties and their respective linkers. SAR analysis revealed the multifactorial regulation of inhibitory strength, with steric constraints imposed on the tethered heme-ligating moiety being a key factor. Minimization of these constraints by changing the linkers' length/flexibility and N-heteroatom position strengthened heme coordination and markedly improved binding and/or inhibitory strength. Impact of the end-pyridine attachment was not uniform due to influence of other determinants controlling the ligand-binding mode. This interplay between pharmacophoric determinants and the end-group enlargement can be used for further inhibitor optimization.


Asunto(s)
Citocromo P-450 CYP3A , Ritonavir , Citocromo P-450 CYP3A/metabolismo , Inhibidores del Citocromo P-450 CYP3A/química , Hemo , Piridinas , Ritonavir/química , Ritonavir/farmacología
13.
Int J Mol Sci ; 23(3)2022 Jan 25.
Artículo en Inglés | MEDLINE | ID: mdl-35163294

RESUMEN

Understanding the mechanisms of modulators' action on enzymes is crucial for optimizing and designing pharmaceutical substances. The acute inflammatory response, in particular, is regulated mainly by a disintegrin and metalloproteinase (ADAM) 17. ADAM17 processes several disease mediators such as TNFα and APP, releasing their soluble ectodomains (shedding). A malfunction of this process leads to a disturbed inflammatory response. Chemical protease inhibitors such as TAPI-1 were used in the past to inhibit ADAM17 proteolytic activity. However, due to ADAM17's broad expression and activity profile, the development of active-site-directed ADAM17 inhibitor was discontinued. New 'exosite' (secondary substrate binding site) inhibitors with substrate selectivity raised the hope of a substrate-selective modulation as a promising approach for inflammatory disease therapy. This work aimed to develop a high-throughput screen for potential ADAM17 modulators as therapeutic drugs. By combining experimental and in silico methods (structural modeling and docking), we modeled the kinetics of ADAM17 inhibitor. The results explain ADAM17 inhibition mechanisms and give a methodology for studying selective inhibition towards the design of pharmaceutical substances with higher selectivity.


Asunto(s)
Proteína ADAM17/antagonistas & inhibidores , Proteína ADAM17/efectos de los fármacos , Proteína ADAM17/metabolismo , Proteínas ADAM/metabolismo , Sitios de Unión/efectos de los fármacos , Dominio Catalítico/efectos de los fármacos , Simulación por Computador , Evaluación Preclínica de Medicamentos/métodos , Células HEK293 , Ensayos Analíticos de Alto Rendimiento/métodos , Humanos , Cinética , Inhibidores de Proteasas/farmacología , Especificidad por Sustrato/efectos de los fármacos
14.
Molecules ; 27(2)2022 Jan 17.
Artículo en Inglés | MEDLINE | ID: mdl-35056884

RESUMEN

Deep machine learning is expanding the conceptual framework and capacity of computational compound design, enabling new applications through generative modeling. We have explored the systematic design of covalent protein kinase inhibitors by learning from kinome-relevant chemical space, followed by focusing on an exemplary kinase of interest. Covalent inhibitors experience a renaissance in drug discovery, especially for targeting protein kinases. However, computational design of this class of inhibitors has thus far only been little investigated. To this end, we have devised a computational approach combining fragment-based design and deep generative modeling augmented by three-dimensional pharmacophore screening. This approach is thought to be particularly relevant for medicinal chemistry applications because it combines knowledge-based elements with deep learning and is chemically intuitive. As an exemplary application, we report for Bruton's tyrosine kinase (BTK), a major drug target for the treatment of inflammatory diseases and leukemia, the generation of novel candidate inhibitors with a specific chemically reactive group for covalent modification, requiring only little target-specific compound information to guide the design efforts. Newly generated compounds include known inhibitors and characteristic substructures and many novel candidates, thus lending credence to the computational approach, which is readily applicable to other targets.


Asunto(s)
Inhibidores de Proteínas Quinasas
15.
Molecules ; 27(4)2022 Feb 14.
Artículo en Inglés | MEDLINE | ID: mdl-35209064

RESUMEN

Metalloproteins are a family of proteins characterized by metal ion binding, whereby the presence of these ions confers key catalytic and ligand-binding properties. Due to their ubiquity among biological systems, researchers have made immense efforts to predict the structural and functional roles of metalloproteins. Ultimately, having a comprehensive understanding of metalloproteins will lead to tangible applications, such as designing potent inhibitors in drug discovery. Recently, there has been an acceleration in the number of studies applying machine learning to predict metalloprotein properties, primarily driven by the advent of more sophisticated machine learning algorithms. This review covers how machine learning tools have consolidated and expanded our comprehension of various aspects of metalloproteins (structure, function, stability, ligand-binding interactions, and inhibitors). Future avenues of exploration are also discussed.


Asunto(s)
Aprendizaje Automático , Metaloproteínas/química , Metaloproteínas/metabolismo , Secuencia de Aminoácidos , Sitios de Unión , Diseño de Fármacos , Metaloproteínas/antagonistas & inhibidores , Modelos Moleculares , Unión Proteica , Estabilidad Proteica , Proteolisis , Relación Estructura-Actividad
16.
J Virol ; 94(10)2020 05 04.
Artículo en Inglés | MEDLINE | ID: mdl-32075933

RESUMEN

African swine fever (ASF) is a highly contagious hemorrhagic viral disease of domestic and wild pigs that is responsible for serious economic and production losses. It is caused by the African swine fever virus (ASFV), a large and complex icosahedral DNA virus of the Asfarviridae family. Currently, there is no effective treatment or approved vaccine against the ASFV. pS273R, a specific SUMO-1 cysteine protease, catalyzes the maturation of the pp220 and pp62 polyprotein precursors into core-shell proteins. Here, we present the crystal structure of the ASFV pS273R protease at a resolution of 2.3 Å. The overall structure of the pS273R protease is represented by two domains named the "core domain" and the N-terminal "arm domain." The "arm domain" contains the residues from M1 to N83, and the "core domain" contains the residues from N84 to A273. A structure analysis reveals that the "core domain" shares a high degree of structural similarity with chlamydial deubiquitinating enzyme, sentrin-specific protease, and adenovirus protease, while the "arm domain" is unique to ASFV. Further, experiments indicated that the "arm domain" plays an important role in maintaining the enzyme activity of ASFV pS273R. Moreover, based on the structural information of pS273R, we designed and synthesized several peptidomimetic aldehyde compounds at a submolar 50% inhibitory concentration, which paves the way for the design of inhibitors to target this severe pathogen.IMPORTANCE African swine fever virus, a large and complex icosahedral DNA virus, causes a deadly infection in domestic pigs. In addition to Africa and Europe, countries in Asia, including China, Vietnam, and Mongolia, were negatively affected by the hazards posed by ASFV outbreaks in 2018 and 2019, at which time more than 30 million pigs were culled. Until now, there has been no vaccine for protection against ASFV infection or effective treatments to cure ASF. Here, we solved the high-resolution crystal structure of the ASFV pS273R protease. The pS273R protease has a two-domain structure that distinguishes it from other members of the SUMO protease family, while the unique "arm domain" has been proven to be essential for its hydrolytic activity. Moreover, the peptidomimetic aldehyde compounds designed to target the substrate binding pocket exert prominent inhibitory effects and can thus be used in a potential lead for anti-ASFV drug development.


Asunto(s)
Virus de la Fiebre Porcina Africana/enzimología , Cisteína Endopeptidasas/química , Proteínas Virales/química , Fiebre Porcina Africana/virología , Secuencia de Aminoácidos , Animales , Cristalografía por Rayos X , Cisteína Endopeptidasas/genética , Simulación de Dinámica Molecular , Poliproteínas/química , Conformación Proteica , Dominios Proteicos , Proteína SUMO-1 , Alineación de Secuencia , Sus scrofa , Porcinos , Proteínas Virales/genética , Proteínas Virales/metabolismo
17.
Bioorg Med Chem ; 52: 116511, 2021 12 15.
Artículo en Inglés | MEDLINE | ID: mdl-34801828

RESUMEN

The scaffold of TIQ-A, a previously known inhibitor of human poly-ADP-ribosyltransferase PARP1, was utilized to develop inhibitors against human mono-ADP-ribosyltransferases through structure-guided design and activity profiling. By supplementing the TIQ-A scaffold with small structural changes, based on a PARP10 inhibitor OUL35, selectivity changed from poly-ADP-ribosyltransferases towards mono-ADP-ribosyltransferases. Binding modes of analogs were experimentally verified by determining complex crystal structures with mono-ADP-ribosyltransferase PARP15 and with poly-ADP-ribosyltransferase TNKS2. The best analogs of the study achieved 10-20-fold selectivity towards mono-ADP-ribosyltransferases PARP10 and PARP15 while maintaining micromolar potencies. The work demonstrates a route to differentiate compound selectivity between mono- and poly-ribosyltransferases of the human ARTD family.


Asunto(s)
ADP Ribosa Transferasas/antagonistas & inhibidores , Isoquinolinas/farmacología , Inhibidores de Poli(ADP-Ribosa) Polimerasas/farmacología , Proteínas Proto-Oncogénicas/antagonistas & inhibidores , Tiofenos/farmacología , ADP Ribosa Transferasas/metabolismo , Cristalografía por Rayos X , Relación Dosis-Respuesta a Droga , Humanos , Isoquinolinas/síntesis química , Isoquinolinas/química , Modelos Moleculares , Estructura Molecular , Inhibidores de Poli(ADP-Ribosa) Polimerasas/síntesis química , Inhibidores de Poli(ADP-Ribosa) Polimerasas/química , Poli(ADP-Ribosa) Polimerasas/metabolismo , Proteínas Proto-Oncogénicas/metabolismo , Relación Estructura-Actividad , Tiofenos/síntesis química , Tiofenos/química
18.
Int J Mol Sci ; 22(2)2021 Jan 16.
Artículo en Inglés | MEDLINE | ID: mdl-33467005

RESUMEN

Inhibition of the major human drug-metabolizing cytochrome P450 3A4 (CYP3A4) by pharmaceuticals and other xenobiotics could lead to toxicity, drug-drug interactions and other adverse effects, as well as pharmacoenhancement. Despite serious clinical implications, the structural basis and attributes required for the potent inhibition of CYP3A4 remain to be established. We utilized a rational inhibitor design to investigate the structure-activity relationships in the analogues of ritonavir, the most potent CYP3A4 inhibitor in clinical use. This study elucidated the optimal length of the head-group spacer using eleven (series V) analogues with the R1/R2 side-groups as phenyls or R1-phenyl/R2-indole/naphthalene in various stereo configurations. Spectral, functional and structural characterization of the inhibitory complexes showed that a one-atom head-group linker elongation, from pyridyl-ethyl to pyridyl-propyl, was beneficial and markedly improved Ks, IC50 and thermostability of CYP3A4. In contrast, a two-atom linker extension led to a multi-fold decrease in the binding and inhibitory strength, possibly due to spatial and/or conformational constraints. The lead compound, 3h, was among the best inhibitors designed so far and overall, the strongest binder (Ks and IC50 of 0.007 and 0.090 µM, respectively). 3h was the fourth structurally simpler inhibitor superior to ritonavir, which further demonstrates the power of our approach.


Asunto(s)
Inhibidores del Citocromo P-450 CYP3A/síntesis química , Citocromo P-450 CYP3A/metabolismo , Ritonavir/análogos & derivados , Sitios de Unión , Citocromo P-450 CYP3A/química , Inhibidores del Citocromo P-450 CYP3A/farmacología , Diseño de Fármacos , Humanos , Simulación del Acoplamiento Molecular , Unión Proteica , Relación Estructura-Actividad Cuantitativa
19.
Molecules ; 26(17)2021 Sep 02.
Artículo en Inglés | MEDLINE | ID: mdl-34500777

RESUMEN

Human neutrophil elastase (HNE) is a uniquely destructive serine protease with the ability to unleash a wave of proteolytic activity by destroying the inhibitors of other proteases. Although this phenomenon forms an important part of the innate immune response to invading pathogens, it is responsible for the collateral host tissue damage observed in chronic conditions such as chronic obstructive pulmonary disease (COPD), and in more acute disorders such as the lung injuries associated with COVID-19 infection. Previously, a combinatorially selected activity-based probe revealed an unexpected substrate preference for oxidised methionine, which suggests a link to oxidative pathogen clearance by neutrophils. Here we use oxidised model substrates and inhibitors to confirm this observation and to show that neutrophil elastase is specifically selective for the di-oxygenated methionine sulfone rather than the mono-oxygenated methionine sulfoxide. We also posit a critical role for ordered solvent in the mechanism of HNE discrimination between the two oxidised forms methionine residue. Preference for the sulfone form of oxidised methionine is especially significant. While both host and pathogens have the ability to reduce methionine sulfoxide back to methionine, a biological pathway to reduce methionine sulfone is not known. Taken together, these data suggest that the oxidative activity of neutrophils may create rapidly cleaved elastase "super substrates" that directly damage tissue, while initiating a cycle of neutrophil oxidation that increases elastase tissue damage and further neutrophil recruitment.


Asunto(s)
Inmunidad Innata , Elastasa de Leucocito/metabolismo , Metionina/análogos & derivados , Neutrófilos/inmunología , Biocatálisis , COVID-19/inmunología , COVID-19/patología , COVID-19/virología , Dominio Catalítico/genética , Pruebas de Enzimas , Interacciones Huésped-Patógeno/inmunología , Humanos , Elastasa de Leucocito/antagonistas & inhibidores , Elastasa de Leucocito/genética , Pulmón/inmunología , Pulmón/patología , Pulmón/virología , Metionina/metabolismo , Simulación de Dinámica Molecular , Infiltración Neutrófila , Neutrófilos/enzimología , Oxidación-Reducción/efectos de los fármacos , Proteolisis/efectos de los fármacos , Enfermedad Pulmonar Obstructiva Crónica/inmunología , Enfermedad Pulmonar Obstructiva Crónica/patología , SARS-CoV-2/inmunología , Especificidad por Sustrato/inmunología
20.
J Biol Chem ; 294(24): 9358-9364, 2019 06 14.
Artículo en Inglés | MEDLINE | ID: mdl-31053640

RESUMEN

Small-molecule inhibitors of insect chitinases have potential applications for controlling insect pests. Insect group II chitinase (ChtII) is the most important chitinase in insects and functions throughout all developmental stages. However, the possibility of inhibiting ChtII by small molecules has not been explored yet. Here, we report the structural characteristics of four molecules that exhibited similar levels of inhibitory activity against OfChtII, a group II chitinase from the agricultural pest Asian corn borer Ostrinia furnacalis These inhibitors were chitooctaose ((GlcN)8), dipyrido-pyrimidine derivative (DP), piperidine-thienopyridine derivative (PT), and naphthalimide derivative (NI). The crystal structures of the OfChtII catalytic domain complexed with each of the four inhibitors at 1.4-2.0 Å resolutions suggested they all exhibit similar binding modes within the substrate-binding cleft; specifically, two hydrophobic groups of the inhibitor interact with +1/+2 tryptophan and a -1 hydrophobic pocket. The structure of the (GlcN)8 complex surprisingly revealed that the oligosaccharide chain of the inhibitor is orientated in the opposite direction to that previously observed in complexes with other chitinases. Injection of the inhibitors into 4th instar O. furnacalis larvae led to defects in development and pupation. The results of this study provide insights into a general mechanistic principle that confers inhibitory activity against ChtII, which could facilitate rational design of agrochemicals that target ecdysis of insect pests.


Asunto(s)
Quitina/metabolismo , Quitinasas/antagonistas & inhibidores , Proteínas de Insectos/antagonistas & inhibidores , Larva/metabolismo , Mariposas Nocturnas/enzimología , Bibliotecas de Moléculas Pequeñas/farmacología , Animales , Dominio Catalítico , Quitina/química , Quitinasas/química , Quitinasas/metabolismo , Proteínas de Insectos/química , Proteínas de Insectos/metabolismo , Modelos Moleculares , Conformación Proteica , Especificidad por Sustrato
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