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1.
Cell ; 173(4): 864-878.e29, 2018 05 03.
Article in English | MEDLINE | ID: mdl-29681454

ABSTRACT

Diversity in the genetic lesions that cause cancer is extreme. In consequence, a pressing challenge is the development of drugs that target patient-specific disease mechanisms. To address this challenge, we employed a chemistry-first discovery paradigm for de novo identification of druggable targets linked to robust patient selection hypotheses. In particular, a 200,000 compound diversity-oriented chemical library was profiled across a heavily annotated test-bed of >100 cellular models representative of the diverse and characteristic somatic lesions for lung cancer. This approach led to the delineation of 171 chemical-genetic associations, shedding light on the targetability of mechanistic vulnerabilities corresponding to a range of oncogenotypes present in patient populations lacking effective therapy. Chemically addressable addictions to ciliogenesis in TTC21B mutants and GLUT8-dependent serine biosynthesis in KRAS/KEAP1 double mutants are prominent examples. These observations indicate a wealth of actionable opportunities within the complex molecular etiology of cancer.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Cell Proliferation/drug effects , Lung Neoplasms/pathology , Small Molecule Libraries/pharmacology , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Line, Tumor , Cytochrome P450 Family 4/deficiency , Cytochrome P450 Family 4/genetics , Drug Discovery , G1 Phase Cell Cycle Checkpoints/drug effects , Glucocorticoids/pharmacology , Glucose Transport Proteins, Facilitative/antagonists & inhibitors , Glucose Transport Proteins, Facilitative/genetics , Glucose Transport Proteins, Facilitative/metabolism , Humans , Kelch-Like ECH-Associated Protein 1/genetics , Kelch-Like ECH-Associated Protein 1/metabolism , Lung Neoplasms/metabolism , Microtubule-Associated Proteins/genetics , Microtubule-Associated Proteins/metabolism , Mutation , NF-E2-Related Factor 2/antagonists & inhibitors , NF-E2-Related Factor 2/genetics , NF-E2-Related Factor 2/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , RNA Interference , RNA, Small Interfering/metabolism , Receptor, Notch2/genetics , Receptor, Notch2/metabolism , Receptors, Glucocorticoid/antagonists & inhibitors , Receptors, Glucocorticoid/genetics , Receptors, Glucocorticoid/metabolism , Small Molecule Libraries/chemistry , Small Molecule Libraries/metabolism
2.
Molecules ; 26(19)2021 Sep 29.
Article in English | MEDLINE | ID: mdl-34641449

ABSTRACT

We discovered SW033291 in a high throughput chemical screen aimed at identifying 15-prostaglandin dehydrogenase (15-PGDH) modulators. The compound exhibited inhibitory activity in in vitro biochemical and cell-based assays of 15-PGDH activity. We subsequently demonstrated that this compound, and several analogs thereof, are effective in in vivo mouse models of bone marrow transplant, colitis, and liver regeneration, where increased levels of PGE2 positively potentiate tissue regeneration. To better understand the binding of SW033291, we carried out docking studies for both the substrate, PGE2, and an inhibitor, SW033291, to 15-PGDH. Our models suggest similarities in the ways that PGE2 and SW033291 interact with key residues in the 15-PGDH-NAD+ complex. We carried out molecular dynamics simulations (MD) of SW033291 bound to this complex, in order to understand the dynamics of the binding interactions for this compound. The butyl side chain (including the sulfoxide) of SW033291 participates in crucial binding interactions that are similar to those observed for the C15-OH and the C16-C20 alkyl chain of PGE2. In addition, interactions with residues Ser138, Tyr151, and Gln148 play key roles in orienting and stabilizing SW033291 in the binding site and lead to enantioselectivity for the R-enantiomer. Finally, we compare the binding mode of (R)-S(O)-SW033291 with the binding interactions of published 15-PGDH inhibitors.


Subject(s)
Hydroxyprostaglandin Dehydrogenases/antagonists & inhibitors , Pyridines/chemistry , Pyridines/pharmacology , Thiophenes/chemistry , Thiophenes/pharmacology , Binding Sites , Humans , Molecular Dynamics Simulation
3.
J Biol Chem ; 291(48): 25133-25143, 2016 Nov 25.
Article in English | MEDLINE | ID: mdl-27758871

ABSTRACT

Previous research has indicated that long-chain fatty acids can bind myoglobin (Mb) in an oxygen-dependent manner. This suggests that oxy-Mb may play an important role in fuel delivery in Mb-rich muscle fibers (e.g. type I fibers and cardiomyocytes), and raises the possibility that Mb also serves as an acylcarnitine-binding protein. We report for the first time the putative interaction and affinity characteristics for different chain lengths of both fatty acids and acylcarnitines with oxy-Mb using molecular dynamic simulations and isothermal titration calorimetry experiments. We found that short- to medium-chain fatty acids or acylcarnitines (ranging from C2:0 to C10:0) fail to achieve a stable conformation with oxy-Mb. Furthermore, our results indicate that C12:0 is the minimum chain length essential for stable binding of either fatty acids or acylcarnitines with oxy-Mb. Importantly, the empirical lipid binding studies were consistent with structural modeling. These results reveal that: (i) the lipid binding affinity for oxy-Mb increases as the chain length increases (i.e. C12:0 to C18:1), (ii) the binding affinities of acylcarnitines are higher when compared with their respective fatty acid counterparts, and (iii) both fatty acids and acylcarnitines bind to oxy-Mb in 1:1 stoichiometry. Taken together, our results support a model in which oxy-Mb is a novel regulator of long-chain acylcarnitine and fatty acid pools in Mb-rich tissues. This has important implications for physiological fuel management during exercise, and relevance to pathophysiological conditions (e.g. fatty acid oxidation disorders and cardiac ischemia) where long-chain acylcarnitine accumulation is evident.


Subject(s)
Carnitine/analogs & derivatives , Fatty Acids/chemistry , Models, Chemical , Myoglobin/chemistry , Animals , Carnitine/chemistry , Horses
4.
Bioorg Med Chem Lett ; 26(18): 4527-4535, 2016 09 15.
Article in English | MEDLINE | ID: mdl-27515320

ABSTRACT

A series of colchicine site binding tubulin inhibitors were designed and synthesized by the modification of the combretastatin A-4 (CA4) pharmacophore. The ring B was replaced by the pharmacologically relevant benzimidazole or benzothiazole scaffolds, and the cis-configuration of the olefinic bond was restricted by the incorporation of a pyridine ring which is envisaged by the structural resemblance to a tubulin inhibitor like E7010. These compounds were evaluated for their antiproliferative activity on selected cancer cell lines and an insight in the structure activity relationship was developed. The most potent compounds (6c and 6l) demonstrated an antiproliferative effect comparable and superior to that of CA4 (GI50 up to 40nM). Mitotic cell cycle arrest in G2/M phase revealed the disruption of microtubule dynamics that was confirmed by tubulin polymerization assays and immunocytochemistry studies at the cellular level. The molecular docking studies suggested that the binding of these mimics at the colchicine site of the tubulin is similar to that of combretastatin A-4.


Subject(s)
Apoptosis/drug effects , Benzimidazoles/chemistry , Benzimidazoles/pharmacology , Benzothiazoles/chemistry , Benzothiazoles/pharmacology , Mitosis/drug effects , Molecular Mimicry , Stilbenes/chemistry , Benzimidazoles/chemical synthesis , Benzothiazoles/chemical synthesis , Cell Line, Tumor , Drug Design , Humans , Immunohistochemistry , Molecular Docking Simulation , Polymerization , Structure-Activity Relationship
5.
Cell Chem Biol ; 27(5): 622-634.e6, 2020 05 21.
Article in English | MEDLINE | ID: mdl-32330442

ABSTRACT

Destabilizing domains (DDs), such as a mutated form of Escherichia coli dihydrofolate reductase (ecDHFR), confer instability and promote protein degradation. However, when combined with small-molecule stabilizers (e.g., the antibiotic trimethoprim), DDs allow positive regulation of fusion protein abundance. Using a combinatorial screening approach, we identified and validated 17 unique 2,4-diaminopyrimidine/triazine-based ecDHFR DD stabilizers, at least 15 of which were ineffective antibiotics against E. coli and S. aureus. Identified stabilizers functioned in vivo to control an ecDHFR DD-firefly luciferase in the mouse eye and/or the liver. Next, stabilizers were leveraged to perform synergistic dual functions in vitro (HeLa cell death sensitization) and in vivo (repression of ocular inflammation) by stabilizing a user-defined ecDHFR DD while also controlling endogenous signaling pathways. Thus, these newly identified pharmacological chaperones allow for simultaneous control of compound-specific endogenous and user-defined genetic pathways, the combination of which may provide synergistic effects in complex biological scenarios.


Subject(s)
Anti-Bacterial Agents/pharmacology , Enzyme Stability/drug effects , Folic Acid Antagonists/pharmacology , Pyrimidines/pharmacology , Tetrahydrofolate Dehydrogenase/metabolism , Animals , Anti-Bacterial Agents/chemistry , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Escherichia coli/enzymology , Female , Folic Acid Antagonists/chemistry , HeLa Cells , Humans , Male , Mice , Mice, Inbred BALB C , Pyrimidines/chemistry , Tetrahydrofolate Dehydrogenase/chemistry , Triazines/chemistry , Triazines/pharmacology , Trimethoprim/analogs & derivatives , Trimethoprim/pharmacology
6.
J Med Chem ; 61(12): 5199-5221, 2018 06 28.
Article in English | MEDLINE | ID: mdl-29869888

ABSTRACT

Stearoyl-CoA desaturase (SCD) catalyzes the first step in the conversion of saturated fatty acids to unsaturated fatty acids. Unsaturated fatty acids are required for membrane integrity and for cell proliferation. For these reasons, inhibitors of SCD represent potential treatments for cancer. However, systemically active SCD inhibitors result in skin toxicity, which presents an obstacle to their development. We recently described a series of oxalic acid diamides that are converted into active SCD inhibitors within a subset of cancers by CYP4F11-mediated metabolism. Herein, we describe the optimization of the oxalic acid diamides and related N-acyl ureas and an analysis of the structure-activity relationships related to metabolic activation and SCD inhibition.


Subject(s)
Cytochrome P450 Family 4/metabolism , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Stearoyl-CoA Desaturase/antagonists & inhibitors , Animals , Cell Line, Tumor , Drug Screening Assays, Antitumor/methods , Female , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Mice, Inbred Strains , Oxalic Acid/chemistry , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology , Stearoyl-CoA Desaturase/metabolism , Structure-Activity Relationship
7.
Cancer Res ; 78(21): 6196-6208, 2018 11 01.
Article in English | MEDLINE | ID: mdl-30185546

ABSTRACT

Cancer testis antigens (CTA) are expressed in testis and placenta and anomalously activated in a variety of tumors. The mechanistic contribution of CTAs to neoplastic phenotypes remains largely unknown. Using a chemigenomics approach, we find that the CTA HORMAD1 correlates with resistance to the mitochondrial complex I inhibitor piericidin A in non-small cell lung cancer (NSCLC). Resistance was due to a reductive intracellular environment that attenuated the accumulation of free radicals. In human lung adenocarcinoma (LUAD) tumors, patients expressing high HORMAD1 exhibited elevated mutational burden and reduced survival. HORMAD1 tumors were enriched for genes essential for homologous recombination (HR), and HORMAD1 promoted RAD51-filament formation, but not DNA resection, during HR. Accordingly, HORMAD1 loss enhanced sensitivity to γ-irradiation and PARP inhibition, and HORMAD1 depletion significantly reduced tumor growth in vivo These results suggest that HORMAD1 expression specifies a novel subtype of LUAD, which has adapted to mitigate DNA damage. In this setting, HORMAD1 could represent a direct target for intervention to enhance sensitivity to DNA-damaging agents or as an immunotherapeutic target in patients.Significance: This study uses a chemigenomics approach to demonstrate that anomalous expression of the CTA HORMAD1 specifies resistance to oxidative stress and promotes HR to support tumor cell survival in NSCLC. Cancer Res; 78(21); 6196-208. ©2018 AACR.


Subject(s)
Adenocarcinoma of Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/diagnosis , Cell Cycle Proteins/metabolism , Gene Expression Regulation, Neoplastic , Lung Neoplasms/diagnosis , A549 Cells , Adenocarcinoma of Lung/metabolism , Animals , Antigens, Neoplasm/metabolism , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Cycle Proteins/genetics , Cell Line, Tumor , Cell Survival , DNA Damage , DNA Repair , Female , Free Radicals , Gene Expression Profiling , Humans , Lung Neoplasms/metabolism , Mice , Mice, Inbred NOD , Mutagens , Neoplasm Transplantation , Oxidative Stress , Prognosis , Recombination, Genetic
8.
Curr Top Med Chem ; 14(16): 1875-89, 2014.
Article in English | MEDLINE | ID: mdl-25262796

ABSTRACT

Influenza is a seasonal and serious health threat, and the recent outbreak of H7N9 following the pandemic spread of H1N1 in 2009 has served to emphasize the importance of anti-influenza drug discovery. Zanamivir (Relenza™) and oseltamivir (Tamiflu(®)) are two antiviral drugs currently recommended by the CDC for treating influenza. Both are examples of the successful application of structure-based drug design strategies. These strategies have combined computer- based approaches, such as docking- and pharmacophore-based virtual screening with X-ray crystallographic structural analyses. Docking is a routinely used computational method to identify potential hits from large compound libraries. This method has evolved from simple rigid docking approaches to flexible docking methods to handle receptor flexibility and to enhance hit rates in virtual screening. Virtual screening approaches can employ both ligand-based and structurebased pharmacophore models depending on the available information. The exponential growth in computing power has increasingly facilitated the application of computer-aided methods in drug discovery, and they now play significant roles in the search for novel therapeutics. An overview of these computational tools is presented in this review, and recent advances and challenges will be discussed. The focus of the review will be anti-influenza drug discovery and how advances in our understanding of viral biology have led to the discovery of novel influenza protein targets. Also discussed will be strategies to circumvent the problem of resistance emerging from rapid mutations that has seriously compromised the efficacy of current anti-influenza therapies.


Subject(s)
Antiviral Agents/pharmacology , Computer-Aided Design , Drug Discovery , Influenza, Human/drug therapy , Orthomyxoviridae/drug effects , Animals , Antiviral Agents/chemical synthesis , Antiviral Agents/chemistry , Humans , Influenza, Human/virology , Microbial Sensitivity Tests , Models, Molecular
9.
J Mol Graph Model ; 44: 145-54, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23831994

ABSTRACT

The nicotinic acetylcholine receptor exhibits multiple conformational states, resting (channel closed), active (channel open) and desensitized (channel closed). The resting state may be distinguished from the active and desensitized states by the orientation of loop C in the extracellular ligand binding domain (LBD). Homology modeling was used to generate structures of the Torpedo californica α2ßδγ nAChR that initially represent the resting state (loop C open) and the desensitized state (loop C closed). Molecular dynamics (MD) simulations were performed on the extracellular LBD on each nAChR conformational state, with and without the agonist anabaseine present in each binding site (the αγ and the αδ sites). Three MD simulations of 10ns each were performed for each of the four conditions. Comparison of dynamics revealed that in the presence of agonist, loop C was drawn inward and attains a more stable conformation. Examination of side-chain interactions revealed that residue αY190 exhibited hydrogen-bonding interactions either with residue αY93 in the ligand binding site or with residue αK145 proximal to the binding site. αK145 also exhibited side chain (salt bridge) interactions with αD200 and main chain interactions with αY93. Residues αW149, αY198, γY116/δT119, γL118/δL121 and γL108/δL111 appear to play the role of stabilizing ligand in the binding site. In MD simulations for the desensitized state, the effect of ligand upon the interactions among αK145, αY190, and αY93 as well as ligand-hydrogen-bonding to αW149 were more pronounced at the αγ interface than at the αδ interface. Differences in affinity for the desensitized state were determined experimentally to be 10-fold. The changes in side chain interactions observed for the two conformations and induced by ligand support a model wherein hydrogen bond interactions between αD200 and αY93 are broken and rearrange to form a salt-bridge between αK145 and αD200 and hydrogen bond interactions between αY93 and αY190 and between αK145 and αY190.


Subject(s)
Acetylcholine/chemistry , Binding Sites , Models, Molecular , Receptors, Nicotinic/chemistry , Acetylcholine/metabolism , Amino Acids/chemistry , Animals , Molecular Conformation , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Binding , Receptors, Nicotinic/metabolism , Torpedo
10.
Chem Biol Drug Des ; 80(6): 828-42, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22568756

ABSTRACT

A pharmacophore-based virtual screening method was developed and validated for use in predicting the function of a novel protein in terms of small metabolite binding. Five test cases were used for the validation study which spanned two different folds, four superfamilies, and three enzyme classes. Binding sites were predicted using a combination of two methods (CASTp and THEMATICS). The binding site was mapped with chemical probes representing hydrogen-bond donor, acceptor, negative ionizable, positive ionizable, and hydrophobe. The interaction maps were converted to three or four feature pharmacophore models and used to search a database containing 80 018 tautomers/protomers/conformers of 10 535 metabolites. The pharmacophore-based virtual screening eliminated >92% of the database as potential substrates and retrieved specific hits, which were ranked using a physics-based scoring function. The known substrate or product was ranked within the top 0.7% and substrate-like compounds within the top 1% of the metabolite database for all of the five test cases. The results suggest that using this pharmacophore-based virtual screening is a time-efficient strategy that can be applied to screen large databases to help predict the function of small metabolite binding proteins.


Subject(s)
Proteins/metabolism , Adenosine Deaminase/chemistry , Adenosine Deaminase/metabolism , Arginase/chemistry , Arginase/metabolism , Binding Sites , Databases, Factual , Fructose-Bisphosphate Aldolase/chemistry , Fructose-Bisphosphate Aldolase/metabolism , Hydrogen Bonding , Models, Molecular , Molecular Docking Simulation , Phosphopyruvate Hydratase/chemistry , Phosphopyruvate Hydratase/metabolism , Protein Structure, Tertiary , Proteins/chemistry , Racemases and Epimerases/chemistry , Racemases and Epimerases/metabolism , Small Molecule Libraries/chemistry , Small Molecule Libraries/metabolism , Thermodynamics
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