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1.
Cell Chem Biol ; 29(12): 1694-1708.e10, 2022 12 15.
Article in English | MEDLINE | ID: mdl-36493759

ABSTRACT

Allosteric coupling between the DNA binding site to the NAD+-binding pocket drives PARP-1 activation. This allosteric communication occurs in the reverse direction such that NAD+ mimetics can enhance PARP-1's affinity for DNA, referred to as type I inhibition. The cellular effects of type I inhibition are unknown, largely because of the lack of potent, membrane-permeable type I inhibitors. Here we identify the phthalazinone inhibitor AZ0108 as a type I inhibitor. Unlike the structurally related inhibitor olaparib, AZ0108 induces replication stress in tumorigenic cells. Synthesis of analogs of AZ0108 revealed features of AZ0108 that are required for type I inhibition. One analog, Pip6, showed similar type I inhibition of PARP-1 but was ∼90-fold more cytotoxic than AZ0108. Washout experiments suggest that the enhanced cytotoxicity of Pip6 compared with AZ0108 is due to prolonged target residence time on PARP-1. Pip6 represents a new class of PARP-1 inhibitors that may have unique anticancer properties.


Subject(s)
Antineoplastic Agents , Poly(ADP-ribose) Polymerase Inhibitors , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Poly(ADP-ribose) Polymerase Inhibitors/chemistry , Allosteric Regulation , NAD/metabolism , Antineoplastic Agents/pharmacology , Binding Sites
2.
Cancer Discov ; 12(10): 2414-2433, 2022 10 05.
Article in English | MEDLINE | ID: mdl-35894778

ABSTRACT

Despite significant recent advances in precision medicine, pancreatic ductal adenocarcinoma (PDAC) remains near uniformly lethal. Although immune-modulatory therapies hold promise to meaningfully improve outcomes for patients with PDAC, the development of such therapies requires an improved understanding of the immune evasion mechanisms that characterize the PDAC microenvironment. Here, we show that cancer cell-intrinsic glutamic-oxaloacetic transaminase 2 (GOT2) shapes the immune microenvironment to suppress antitumor immunity. Mechanistically, we find that GOT2 functions beyond its established role in the malate-aspartate shuttle and promotes the transcriptional activity of nuclear receptor peroxisome proliferator-activated receptor delta (PPARδ), facilitated by direct fatty acid binding. Although GOT2 is dispensable for cancer cell proliferation in vivo, the GOT2-PPARδ axis promotes spatial restriction of both CD4+ and CD8+ T cells from the tumor microenvironment. Our results demonstrate a noncanonical function for an established mitochondrial enzyme in transcriptional regulation of immune evasion, which may be exploitable to promote a productive antitumor immune response. SIGNIFICANCE: Prior studies demonstrate the important moonlighting functions of metabolic enzymes in cancer. We find that the mitochondrial transaminase GOT2 binds directly to fatty acid ligands that regulate the nuclear receptor PPARδ, and this functional interaction critically regulates the immune microenvironment of pancreatic cancer to promote tumor progression. See related commentary by Nwosu and di Magliano, p. 2237.. This article is highlighted in the In This Issue feature, p. 2221.


Subject(s)
Carcinoma, Pancreatic Ductal , PPAR delta , Pancreatic Neoplasms , Aspartate Aminotransferases , Aspartic Acid/metabolism , Carcinoma, Pancreatic Ductal/pathology , Fatty Acids , Humans , Ligands , Malates/metabolism , Pancreatic Neoplasms/pathology , Tumor Microenvironment , Pancreatic Neoplasms
3.
Am J Physiol Cell Physiol ; 322(5): C1011-C1021, 2022 05 01.
Article in English | MEDLINE | ID: mdl-35385329

ABSTRACT

Arachidonic acid metabolites epoxyeicosatrienoates (EETs) and hydroxyeicosatetraenoates (HETEs) are important regulators of myocardial blood flow and coronary vascular resistance (CVR), but their mechanisms of action are not fully understood. We applied a chemoproteomics strategy using a clickable photoaffinity probe to identify G protein-coupled receptor 39 (GPR39) as a microvascular smooth muscle cell (mVSMC) receptor selective for two endogenous eicosanoids, 15-HETE and 14,15-EET, which act on the receptor to oppose each other's activity. The former increases mVSMC intracellular calcium via GPR39 and augments coronary microvascular resistance, and the latter inhibits these actions. Furthermore, we find that the efficacy of both ligands is potentiated by zinc acting as an allosteric modulator. Measurements of coronary perfusion pressure (CPP) in GPR39-null hearts using the Langendorff preparation indicate the receptor senses these eicosanoids to regulate microvascular tone. These results implicate GPR39 as an eicosanoid receptor and key regulator of myocardial tissue perfusion. Our findings will have a major impact on understanding the roles of eicosanoids in cardiovascular physiology and disease and provide an opportunity for the development of novel GPR39-targeting therapies for cardiovascular disease.


Subject(s)
Cytochrome P-450 Enzyme System , Eicosanoids , Arachidonic Acid/metabolism , Coronary Vessels/metabolism , Cytochrome P-450 Enzyme System/metabolism , Eicosanoids/analysis , Eicosanoids/metabolism , Eicosanoids/pharmacology , Vascular Resistance
4.
J Chem Inf Model ; 61(7): 3442-3452, 2021 07 26.
Article in English | MEDLINE | ID: mdl-34242503

ABSTRACT

G-protein coupled receptors (GPCRs) sense a wide variety of stimuli, including lipids, and transduce signals to the intracellular environment to exert various physiological responses. However, the structural features of GPCRs responsible for detecting and triggering responses to distinct lipid ligands have only recently begun to be revealed. 14,15-epoxyeicosatrienoic acid (14,15-EET) is one such lipid mediator that plays an essential role in the vascular system, displaying both vasodilatory and anti-inflammatory properties. We recently reported multiple low-affinity 14,15-EET-binding GPCRs, but the mechanism by which these receptors sense 14,15-EET remains unclear. Here, we have taken a combined computational and experimental approach to identify and confirm critical residues and properties within the lipid-binding pocket. Furthermore, we generated mutants to engineer selected GPCR-predicted binding sites to either confer or abolish 14,15-EET-induced signaling. Our structure-function analyses indicate that hydrophobic and positively charged residues of the receptor-binding pocket are prerequisites for recognizing lipid ligands such as 14,15-EET and possibly other eicosanoids.


Subject(s)
Lipids , Receptors, G-Protein-Coupled , 8,11,14-Eicosatrienoic Acid/analogs & derivatives , 8,11,14-Eicosatrienoic Acid/metabolism , Binding Sites , Humans , Ligands , Protein Binding , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/metabolism
5.
Biochem Pharmacol ; 182: 114293, 2020 12.
Article in English | MEDLINE | ID: mdl-33091380

ABSTRACT

Substituted fentanyls are abused and cause rapid fatal overdose. As their pharmacology is not well characterized, we examined in vitro pharmacology and structure-activity relationships of 22 substituted fentanyls with modifications of the fentanyl propyl group, and conducted in silico receptor/ligand modeling. Affinities for mu, kappa, and delta opioid receptors (MOR, KOR, and DOR, respectively) heterologously expressed in mammalian cells were assessed in agonist radioligand binding assays. At MOR, furanyl fentanyl had higher affinity than fentanyl, while acryl, isobutyryl and cyclopropyl fentanyls had similar affinities. Comparing affinities, thiophene and methoxyacetyl fentanyls had highest selectivity for MOR (2520- and 2730-fold compared to KOR and DOR, respectively). Functional activities were assessed using [35S]GTPγS binding assays. At MOR, furanyl fentanyl had higher potency and 11 substituted fentanyls had similar high potencies compared to fentanyl. Eight compounds were full agonists of MOR and twelve compounds were partial agonists, with efficacies from 8.8% (phenyl fentanyl) to 60.2% (butyryl fentanyl). All efficacious compounds had selective functional potency for MOR. The predicted binding poses of flexible fentanyl and rigid morphine against MOR show partially overlapping binding pockets, with fentanyl maintaining additional interaction with the transmembrane (TM) 2 helix. Subsequent molecular dynamics simulations revealed a predominant fentanyl binding pose involving various TM interactions. The piperidine nitrogen of substituted fentanyls establishes a salt-bridge with the conserved D-1473.32 residue and the propanamide carbonyl group establishes a hydrogen bond with the indole side-chain (-NH) of W-3187.35. The simulation suggests theN-linked phenethyl group may regulate the rotameric switch of W-2936.48. The predicted binding pose, in conjunction with in vitro binding affinity, clarified the molecular basis of the binding/selectivity profile of furanyl fentanyl and other derivatives at the sequence level. In summary, substituted fentanyls with high MOR potencies, selectivities, and efficacies are likely to have abuse and overdose potential. The work presented here is a prototype to investigate fentanyl derivatives and their abuse potential.


Subject(s)
Analgesics, Opioid/metabolism , Fentanyl/metabolism , Models, Molecular , Molecular Docking Simulation/methods , Receptors, Opioid, kappa/metabolism , Analgesics, Opioid/chemistry , Analgesics, Opioid/pharmacology , Animals , CHO Cells , Cricetinae , Cricetulus , Dose-Response Relationship, Drug , Fentanyl/analogs & derivatives , Fentanyl/chemistry , Fentanyl/pharmacology , Furans/chemistry , Furans/metabolism , Furans/pharmacology , Humans , Protein Binding/drug effects , Protein Binding/physiology , Protein Structure, Secondary , Receptors, Opioid, kappa/agonists , Receptors, Opioid, kappa/chemistry , Structure-Activity Relationship , Treatment Outcome
6.
J Biomol Struct Dyn ; 38(2): 340-353, 2020 02.
Article in English | MEDLINE | ID: mdl-30706767

ABSTRACT

Neurotensin (NTS) is a 13-amino acid neuropeptide with neuroendocrine and vasoactive functions that is widely expressed in the central nervous system and gastrointestinal tract. NTS is sensed by a multiple cell surface proteins including two G protein-coupling receptors (GPCRs): NTS receptors 1 and 2 (NTSR1 and NTSR2). Crystal structures of NTSR1 have successfully elucidated agonist binding within the orthosteric pocket of receptor but have not revealed the full activation state of the receptor. Recent studies have attempted to address this challenge by improving NTSR1 crystal formation via thermostable mutants; unfortunately, these mutations exhibit functional defects in the G protein coupling of NTSR1. Here, we have used molecular dynamics simulations to gain greater insights into how the amino acid substitutions used in these thermostable mutants (E166A, L310A and F358A) impact receptor activation. Our simulations indicate that wild-type NTSR1 in complex with NTS8-13 shows more active-like features including a 17.7 Å shift in TM6, reflecting a network of polar and aromatic interactions orchestrating agonist-induced receptor conformational changes. We also provide evidence indicating that F358 is a precursor to the rotamer change observed in W321, and our collective analysis also suggests that mutations E166A and F358A are less impactful to G protein coupling than L310A. Furthermore, we believe that our findings can be used to design future NTSR1 mutants that do not interfere with agonist-induced conformational changes and downstream G protein coupling and thus produce structures that will allow visualization of the fully activated receptor conformation.


Subject(s)
Mutation/genetics , Receptors, Neurotensin/genetics , Temperature , Amino Acid Sequence , Molecular Dynamics Simulation , Protein Conformation , Protein Stability , Receptors, Neurotensin/agonists , Receptors, Neurotensin/chemistry , Water/chemistry
7.
Am J Physiol Heart Circ Physiol ; 318(1): H189-H202, 2020 01 01.
Article in English | MEDLINE | ID: mdl-31834840

ABSTRACT

We hypothesized that ranolazine-induced adenosine release is responsible for its beneficial effects in ischemic heart disease. Sixteen open-chest anesthetized dogs with noncritical coronary stenosis were studied at rest, during dobutamine stress, and during dobutamine stress with ranolazine. Six additional dogs without stenosis were studied only at rest. Regional myocardial function and perfusion were assessed. Coronary venous blood was drawn. Murine endothelial cells and cardiomyocytes were incubated with ranolazine and adenosine metabolic enzyme inhibitors, and adenosine levels were measured. Cardiomyocytes were also exposed to dobutamine and dobutamine with ranolazine. Modeling was employed to determine whether ranolazine can bind to an enzyme that alters adenosine stores. Ranolazine was associated with increased adenosine levels in the absence (21.7 ± 3.0 vs. 9.4 ± 2.1 ng/mL, P < 0.05) and presence of ischemia (43.1 ± 13.2 vs. 23.4 ± 5.3 ng/mL, P < 0.05). Left ventricular end-systolic wall stress decreased (49.85 ± 4.68 vs. 57.42 ± 3.73 dyn/cm2, P < 0.05) and endocardial-to-epicardial myocardial blood flow ratio tended to normalize (0.89 ± 0.08 vs. 0.76 ± 0.10, P = nonsignificant). Adenosine levels increased in cardiac endothelial cells and cardiomyocytes when incubated with ranolazine that was reversed when cytosolic-5'-nucleotidase (cN-II) was inhibited. Point mutation of cN-II aborted an increase in its specific activity by ranolazine. Similarly, adenosine levels did not increase when cardiomyocytes were incubated with dobutamine. Modeling demonstrated plausible binding of ranolazine to cN-II with a docking energy of -11.7 kcal/mol. We conclude that the anti-adrenergic and cardioprotective effects of ranolazine-induced increase in tissue adenosine levels, likely mediated by increasing cN-II activity, may contribute to its beneficial effects in ischemic heart disease.NEW & NOTEWORTHY Ranolazine is a drug used for treatment of angina pectoris in patients with ischemic heart disease. We discovered a novel mechanism by which this drug may exhibit its beneficial effects. It increases coronary venous levels of adenosine both at rest and during dobutamine-induced myocardial ischemia. Ranolazine also increases adenosine levels in endothelial cells and cardiomyocytes in vitro, by principally increasing activity of the enzyme cytosolic-5'-nucleotidase. Adenosine has well-known myocardial protective and anti-adrenergic properties that may explain, in part, ranolazine's beneficial effect in ischemic heart disease.


Subject(s)
Adenosine/metabolism , Cardiovascular Agents/pharmacology , Coronary Stenosis/drug therapy , Myocytes, Cardiac/drug effects , Ranolazine/pharmacology , 5'-Nucleotidase/chemistry , 5'-Nucleotidase/metabolism , Animals , Binding Sites , Cardiovascular Agents/chemistry , Cardiovascular Agents/metabolism , Cells, Cultured , Coronary Stenosis/metabolism , Coronary Stenosis/physiopathology , Disease Models, Animal , Dogs , Hemodynamics/drug effects , Male , Mice, Inbred C57BL , Molecular Docking Simulation , Myocytes, Cardiac/metabolism , Protein Binding , Protein Conformation , Ranolazine/chemistry , Ranolazine/metabolism , Structure-Activity Relationship , Up-Regulation , Ventricular Function, Left/drug effects
8.
Psychopharmacology (Berl) ; 236(3): 939-952, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30397775

ABSTRACT

RATIONALE: New psychoactive substances (NPSs), including substituted cathinones and other stimulants, are synthesized, sold on the Internet, and ingested without knowledge of their pharmacological activity and/or toxicity. In vitro pharmacology plays a role in therapeutic drug development, drug-protein in silico interaction modeling, and drug scheduling. OBJECTIVES: The goal of this research was to determine mechanisms of action that may indicate NPS abuse liability. METHODS: Affinities to displace the radioligand [125I]RTI-55 and potencies to inhibit [3H]neurotransmitter uptake for 22 cathinones, 6 benzofurans and another stimulant were characterized using human embryonic kidney cells stably expressing recombinant human transporters for dopamine, norepinephrine, or serotonin (hDAT, hNET, or hSERT, respectively). Selected compounds were tested for potencies and efficacies at inducing [3H]neurotransmitter release via the transporters. Computational modeling was conducted to explain plausible molecular interactions established by NPS and transporters. RESULTS: Most α-pyrrolidinophenones had high hDAT potencies and selectivities in uptake assays, with hDAT/hSERT uptake selectivity ratios of 83-360. Other substituted cathinones varied in their potencies and selectivities, with N-ethyl-hexedrone and N-ethyl-pentylone having highest hDAT potencies and N-propyl-pentedrone having highest hDAT selectivity. 4-Cl-ethcathinone and 3,4-methylenedioxy-N-propylcathinone had higher hSERT selectivity. Benzofurans generally had low hDAT selectivity, especially 1-(2,3-dihydrobenzofuran-5-yl)-N-methylpropan-2-amine, with 25-fold higher hSERT potency. Consistent with this selectivity, the benzofurans were releasers at hSERT. Modeling indicated key amino acids in the transporters' binding pockets that influence drug affinities. CONCLUSIONS: The α-pyrrolidinophenones, with high hDAT selectivity, have high abuse potential. Lower hDAT selectivity among benzofurans suggests similarity to methylenedioxymethamphetamine, entactogens with lower stimulant activity.


Subject(s)
Alkaloids/metabolism , Benzofurans/metabolism , Dopamine Plasma Membrane Transport Proteins/metabolism , Norepinephrine Plasma Membrane Transport Proteins/metabolism , Serotonin Plasma Membrane Transport Proteins/metabolism , Alkaloids/chemistry , Benzofurans/chemistry , Central Nervous System Stimulants/chemistry , Central Nervous System Stimulants/metabolism , Central Nervous System Stimulants/pharmacology , Dopamine/metabolism , Dose-Response Relationship, Drug , HEK293 Cells , Humans , Methylamines/metabolism , Norepinephrine/metabolism , Pentanones/metabolism , Protein Structure, Secondary , Protein Structure, Tertiary , Serotonin/metabolism , Structure-Activity Relationship , Vesicular Biogenic Amine Transport Proteins
9.
J Biomol Struct Dyn ; 37(9): 2394-2403, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30047307

ABSTRACT

Kinesin-5 (Eg-5), microtubule motor protein, is one of the emerging drug targets in cancer research. Several inhibitors have been reported to bind the hEg-5 "motor domain" in two different locations that are potentially allosteric. Interestingly, the crystal structure of Eg-5 bound to benzimidazole unveils two chemically different allosteric pockets (PDB ID: 3ZCW). The allosteric modulators inhibit Eg-5 activity by causing conformational changes that affect nucleotide turnover rate. In the present work, three allosteric inhibitors were simulated along with the substrate nucleotides (ADP and ATP) to capture conformation changes induced by the allosteric inhibitors. To analyze the allosteric inhibition mechanism, we used dynamics cross-correlation, principal component analysis (PCA), and enthalpic calculations. The loop L5 interaction is determined by the type of substrate bind at the nucleotide binding site. The SW-II flexibility increased upon dual allosteric inhibition by SB-743921 and 6a. The ionic interaction between R221-E116 is observed only in the presence of two allosteric inhibitors. Also, we noticed that the α2/α3 helical orientation is responsible for the SW-1 loop position and substrate binding. Our simulation data suggest the critical chemical features required to block the motor domain by the allosteric inhibitors. The results summarized in this work will help the researchers to design better therapeutic agents targeting hEg-5. Communicated by Ramaswamy H. Sarma.


Subject(s)
Adenosine Diphosphate/metabolism , Adenosine Triphosphate/metabolism , Allosteric Regulation , Kinesins/antagonists & inhibitors , Adenosine Diphosphate/chemistry , Adenosine Triphosphate/chemistry , Benzamides/chemistry , Benzamides/metabolism , Binding Sites , Chromones/chemistry , Chromones/metabolism , Humans , Kinesins/chemistry , Kinesins/metabolism , Molecular Dynamics Simulation , Protein Binding , Protein Conformation , Substrate Specificity , Thermodynamics
10.
Chem Biol Drug Des ; 86(5): 998-1016, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25845798

ABSTRACT

Microtubules are important cellular component that are critical for proper cellular function. Microtubules are synthesized by polymerization of αß tubulin heterodimers called protofilaments. Microtubule dynamics facilitate proper cell division during mitosis. Disruption of microtubule dynamics by small-molecule agents inhibits mitosis, resulting in apoptotic cell death and preventing cell cycle progression. To identify a novel small molecule that binds the αß tubulin interface to affect microtubule dynamics, we developed a bioactive conformation alignment pharmacophore (BCAP) model to screen tubulin inhibitors from a huge database. The application of BCAP model generated based on the known αß-tubulin interface binders enabled us to identify several small-molecules that cause apoptosis in human promyelocytic leukemia (HL-60) cells. Virtual screening combined with an in vitro assay yielded 15 cytotoxic molecules. In particular, ethyl 2-(4-(5-methyl-3-nitro-1H-pyrazol-1-yl)butanamido)-4-phenylthiophene-3-carboxylate (H05) inhibited tubulin polymerization with an IC50 of 17.6 µm concentration. The virtual screening results suggest that the application of an unbiased BCAP pharmacophore greatly eliminates unlikely compounds from a huge database and maximizes screening success. From the limited compounds tested in the tubulin polymerization inhibitor (TPI) assay, compound H05 was discovered as a tubulin inhibitor. This compound requires further structure activity optimization to identify additional potent inhibitors from the same class of molecules.


Subject(s)
Drug Design , Thiophenes/chemistry , Thiophenes/pharmacology , Tubulin Modulators/chemistry , Tubulin Modulators/pharmacology , Tubulin/metabolism , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Cell Proliferation/drug effects , HL-60 Cells , Humans , Leukemia/drug therapy , Leukemia/metabolism , Models, Molecular , Molecular Conformation , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology
11.
J Med Chem ; 55(6): 2561-73, 2012 Mar 22.
Article in English | MEDLINE | ID: mdl-22309208

ABSTRACT

Eg5/KSP is a promising mitotic spindle target for drug discovery in cancer chemotherapy and the development of agents against fungal diseases. A range of Eg5 targeting compounds identified by in vitro or cell-based screening is currently in development. We employed structure-based virtual screening of a database of 700, 000 compounds to identify three novel Eg5 inhibitors bearing quinazoline (24) or thioxoimidazolidine (30 and 37) scaffolds. The new compounds inhibit Eg5 ATPase activity, show growth inhibition in proliferation assays, and induce monoastral spindles in cells, the characteristic phenotype for Eg5 inhibiting agents. This is the first successful reported procedure for the identification of Eg5 inhibitors via receptor-ligand interaction-based virtual screening.


Subject(s)
Antineoplastic Agents/chemical synthesis , Databases, Factual , Imidazolidines/chemical synthesis , Kinesins/antagonists & inhibitors , Models, Molecular , Quinazolines/chemical synthesis , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Screening Assays, Antitumor , Humans , Imidazolidines/chemistry , Imidazolidines/pharmacology , Kinesins/chemistry , Ligands , Protein Binding , Quinazolines/chemistry , Quinazolines/pharmacology , Spindle Apparatus/drug effects , Structure-Activity Relationship
12.
J Mol Model ; 18(1): 39-51, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21445710

ABSTRACT

To date, no suitable vaccine or specific antiviral drug is available to treat Chikungunya viral (CHIKV) fever. Hence, it is essential to identify drug candidates that could potentially impede CHIKV infection. Here, we present the development of a homology model of nsP2 protein based on the crystal structure of the nsP2 protein of Venezuelan equine encephalitis virus (VEEV). The protein modeled was optimized using molecular dynamics simulation; the junction peptides of a nonstructural protein complex were then docked in order to investigate the possible protein-protein interactions between nsP2 and the proteins cleaved by nsP2. The modeling studies conducted shed light on the binding modes, and the critical interactions with the peptides provide insight into the chemical features needed to inhibit the CHIK virus infection. Energy-optimized pharmacophore mapping was performed using the junction peptides. Based on the results, we propose the pharmacophore features that must be present in an inhibitor of nsP2 protease. The resulting pharmacophore model contained an aromatic ring, a hydrophobic and three hydrogen-bond donor sites. Using these pharmacophore features, we screened a large public library of compounds (Asinex, Maybridge, TOSLab, Binding Database) to find a potential ligand that could inhibit the nsP2 protein. The compounds that yielded a fitness score of more than 1.0 were further subjected to Glide HTVS and Glide XP. Here, we report the best four compounds based on their docking scores; these compounds have IDs of 27943, 21362, ASN 01107557 and ASN 01541696. We propose that these compounds could bind to the active site of nsP2 protease and inhibit this enzyme. Furthermore, the backbone structural scaffolds of these four lead compounds could serve as building blocks when designing drug-like molecules for the treatment of Chikungunya viral fever.


Subject(s)
Chikungunya virus/chemistry , Chikungunya virus/enzymology , Cysteine Endopeptidases/chemistry , Molecular Dynamics Simulation , Alphavirus Infections/drug therapy , Amino Acid Sequence , Binding Sites , Chikungunya Fever , Encephalitis Virus, Venezuelan Equine/chemistry , Encephalitis Virus, Venezuelan Equine/enzymology , Hydrogen Bonding , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Molecular Sequence Data , Protein Binding , Quantitative Structure-Activity Relationship , Sequence Alignment
13.
J Mol Model ; 17(2): 209-18, 2011 Feb.
Article in English | MEDLINE | ID: mdl-20419497

ABSTRACT

The inhibitor kappaB kinase ß (IKKß) is a serine-threonine protein kinase that is critically involved in the activation of the transcription factor nuclear factor kappa B (NF-κB) in response to various inflammatory stimuli. IKKß-selective inhibitors could prove useful for the treatment of inflammatory diseases. In the absence of structural information, a ligand-based approach can serve as an alternative to the virtual screening of large databases. We have developed a 3D QSAR pharmacophore model based on 23 IKKß inhibitors with 3 nM ≤ IC(50) ≤ 50000 nM. A four-feature pharmacophore containing a hydrophobic (Hy) feature, two ring aromatic (RA) features, and a hydrogen bond donor (D) feature was constructed. It yielded a correlation coefficient of 0.93 with experimentally determined activity data, and a correlation coefficient of 0.77 with training set activity data. The best hypothesis, Hypo 1, was validated by estimating the activities of 136 compounds in a test set. As well as the correlation analysis and test set activity estimation, a Fisher's validation test was conducted at the 95% confidence level. The pharmacophore model's specificity and selectivity were determined in an exhaustive enrichment study.


Subject(s)
I-kappa B Kinase/antagonists & inhibitors , Models, Molecular , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Quantitative Structure-Activity Relationship , Catalytic Domain , I-kappa B Kinase/metabolism , Models, Biological , Models, Chemical , NF-kappa B/genetics , Signal Transduction
14.
BMC Bioinformatics ; 11 Suppl 7: S15, 2010 Oct 15.
Article in English | MEDLINE | ID: mdl-21106122

ABSTRACT

BACKGROUND: Nuclear factor kappa B (NF-κB) is a chief nuclear transcription factor that controls the transcription of various genes; and its activation is tightly controlled by Inhibitor kappa B kinase (IKK). The irregular transcription of NF-κB has been linked to auto-immune disorders, cancer and other diseases. The IKK complex is composed of three units, IKKα, IKKß, and the regulatory domain NEMO, of which IKKß is well understood in the canonical pathway. Therefore, the inhibition of IKKß by drugs forms the molecular basis for anti-inflammatory drug research. RESULTS: The ligand- and structure-based virtual screening (VS) technique has been applied to identify IKKß inhibitors from the ChemDiv database with 0.7 million compounds. Initially, a 3D-QSAR pharmacophore model has been deployed to greatly reduce the database size. Subsequently, recursive partitioning (RP) and docking filters were used to screen the pharmacophore hits. Finally, 29 compounds were selected for IKKß enzyme inhibition assay to identify a novel small molecule inhibitor of IKKß protein. CONCLUSIONS: In the present investigation, we have applied various computational models sequentially to virtually screen the ChemDiv database, and identified a small molecule that has an IC50 value of 20.3µM. This compound is novel among the known IKKß inhibitors. Further optimization of the hit compound can reveal a more potent anti-inflammatory agent.


Subject(s)
Computational Biology/methods , Drug Discovery/methods , I-kappa B Kinase/antagonists & inhibitors , Models, Chemical , Protein Kinase Inhibitors/chemistry , Decision Trees , Drug Evaluation, Preclinical/methods , Enzyme Activation/drug effects , Inhibitory Concentration 50 , Protein Kinase Inhibitors/isolation & purification , Protein Kinase Inhibitors/pharmacology , Quantitative Structure-Activity Relationship
15.
Bioorg Med Chem ; 18(11): 3951-60, 2010 Jun 01.
Article in English | MEDLINE | ID: mdl-20488717

ABSTRACT

IkappaB kinase (IKK) is critical in proinflammatory cytokine-induced IkappaBalpha phosphorylation and subsequent activation of the nuclear transcription factor NF-kappaB complex. The activated NF-kappaB plays a major role in the pathogenesis of a number of human disorders, such as rheumatic and chronic inflammatory diseases. The inhibition of NF-kappaB activation by small molecule inhibitors that targets IKKbeta may provide a pharmacological basis for interfering with these acute processes. To date, only three inhibitors have passed preclinical trials; on the other hand, identifying novel IKKbeta inhibitors could evolve as potential candidates to meet the clinical requirements in the future. In the present work, we have employed a virtual screening (VS) method to identify novel compounds. The VS scheme is comprised of pharmacophore filtering and, subsequently, receptor based screening. The VS scheme was applied to the databases of 1.04 million compounds to identify three novel compounds that can inhibit the IKKbeta at a micro molar range. Moreover, these compounds can be raised into a potential anti-inflammatory drug candidate after optimizing and passing several phases of clinical trials.


Subject(s)
Computer Simulation , Drug Evaluation, Preclinical/methods , I-kappa B Kinase/antagonists & inhibitors , Protein Kinase Inhibitors/chemistry , Anti-Inflammatory Agents/chemistry , Databases, Factual , Humans , Ligands , NF-kappa B/antagonists & inhibitors , Structure-Activity Relationship
16.
Acta Crystallogr Sect F Struct Biol Cryst Commun ; 65(Pt 10): 978-86, 2009 Oct 01.
Article in English | MEDLINE | ID: mdl-19851002

ABSTRACT

4-Methyl-5-beta-hydroxyethylthiazole kinase (ThiK) catalyses the phosphorylation of the hydroxyl group of 4-methyl-5-beta-hydroxyethylthiazole. This work reports the first crystal structure of an archaeal ThiK: that from Pyrococcus horikoshii OT3 (PhThiK) at 1.85 A resolution with a phosphate ion occupying the position of the beta-phosphate of the nucleotide. The topology of this enzyme shows the typical ribokinase fold of an alpha/beta protein. The overall structure of PhThiK is similar to those of Bacillus subtilis ThiK (BsThiK) and Enterococcus faecalis V583 ThiK (EfThiK). Sequence analysis of ThiK enzymes from various sources indicated that three-quarters of the residues involved in interfacial regions are conserved. It also revealed that the amino-acid residues in the nucleotide-binding, magnesium ion-binding and substrate-binding sites are conserved. Binding of the nucleotide and substrate to the ThiK enzyme do not influence the quaternary association (trimer) as revealed by the crystal structure of PhThiK.


Subject(s)
Phosphotransferases (Alcohol Group Acceptor)/chemistry , Pyrococcus horikoshii/enzymology , Amino Acid Sequence , Archaeal Proteins/chemistry , Crystallization , Crystallography, X-Ray , Models, Molecular , Molecular Sequence Data , Protein Structure, Quaternary , Sequence Alignment
17.
Bioorg Med Chem ; 17(7): 2759-66, 2009 Apr 01.
Article in English | MEDLINE | ID: mdl-19285872

ABSTRACT

Control of NF-kappaB release through the inhibition of IKKbeta has been identified as a potential target for the treatment of inflammatory and autoimmune diseases. We have employed structure based virtual screening scheme to identify lead like molecule from ChemDiv database. Homology models of IKKbeta enzyme were developed based on the crystal structures of four kinases. The efficiency of the homology model has been validated at different levels. Docking of known inhibitors library revealed the possible binding mode of inhibitors. Besides, the docking sequence analyses results indicate the responsibility of Glu172 in selectivity. Structure based virtual screening of ChemDiv database has yielded 277 hits. Top scoring 75 compounds were selected and purchased for the IKKbeta enzyme inhibition test. From the combined approach of virtual screening followed by biological screening, we have identified six novel compounds that can work against IKKbeta, in which 1 compound had highest inhibition rate 82.09% at 10 microM and IC(50) 1.76 microM and 5 compounds had 25.35-48.80% inhibition.


Subject(s)
I-kappa B Kinase/antagonists & inhibitors , Models, Molecular , Protein Kinase Inhibitors/chemistry , Adenosine Triphosphate/chemistry , Algorithms , Amino Acid Sequence , Catalytic Domain , Computer Simulation , Computer-Aided Design , Databases, Factual , Drug Evaluation, Preclinical , I-kappa B Kinase/metabolism , Molecular Sequence Data , Structural Homology, Protein , Structure-Activity Relationship , Thermodynamics
18.
Bioinformation ; 1(5): 180-3, 2006 Jul 25.
Article in English | MEDLINE | ID: mdl-17597884

ABSTRACT

Galanin is a neuropeptide with aminoacid length ranging from 29 to 31 is widely distributed in central and peripheral nervous system. Galanin controls various psychological processes such as sensation of pain, learning, feeding, and sexual behaviour. The N-terminal region of this neuropeptide has highly conserved 15 amino acids, which is triggered by galanin receptors. We performed evolutionary trace analysis for galanin sequences to gather information about functional residues. The consensus pattern given by the evolutionary trace (ET) analysis is supported by CLUSTALW and WEBLOGO results. Our observations strongly suggest the presence of functional residues in the N-terminal region of galanin for agonist-receptor binding.

19.
Bioinformation ; 1(7): 248-50, 2006 Nov 14.
Article in English | MEDLINE | ID: mdl-17597900

ABSTRACT

UNLABELLED: Understandings the basics of Cytochrome P450 (P450 or CYP) will help to discern drug metabolism. CYP, a super-family of heme-thiolate proteins, are found in almost all living organisms and is involved in the biotransformation of a diverse range of xenobiotics, therapeutic drugs and toxins. Here, we describe DrugMetZ DB, a database for CYP metabolizing drugs. The DB is implemented in MySQL, PHP and HTML. AVAILABILITY: www.bicpu.edu.in/DrugMetZDB/

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