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1.
ACS Chem Biol ; 10(12): 2706-15, 2015 Dec 18.
Article in English | MEDLINE | ID: mdl-26414664

ABSTRACT

There are many RNA targets in the transcriptome to which small molecule chemical probes and lead therapeutics are desired. However, identifying compounds that bind and modulate RNA function in cellulo is difficult. Although rational design approaches have been developed, they are still in their infancies and leave many RNAs "undruggable". In an effort to develop a small molecule library that is biased for binding RNA, we computationally identified "drug-like" compounds from screening collections that have favorable properties for binding RNA and for suitability as lead drugs. As proof-of-concept, this collection was screened for binding to and modulating the cellular dysfunction of the expanded repeating RNA (r(CUG)(exp)) that causes myotonic dystrophy type 1. Hit compounds bind the target in cellulo, as determined by the target identification approach Competitive Chemical Cross-Linking and Isolation by Pull-down (C-ChemCLIP), and selectively improve several disease-associated defects. The best compounds identified from our 320-member library are more potent in cellulo than compounds identified by high-throughput screening (HTS) campaigns against this RNA. Furthermore, the compound collection has a higher hit rate (9% compared to 0.01-3%), and the bioactive compounds identified are not charged; thus, RNA can be "drugged" with compounds that have favorable pharmacological properties. Finally, this RNA-focused small molecule library may serve as a useful starting point to identify lead "drug-like" chemical probes that affect the biological (dys)function of other RNA targets by direct target engagement.


Subject(s)
Computer-Aided Design , Myotonic Dystrophy/drug therapy , Myotonic Dystrophy/physiopathology , RNA/metabolism , Small Molecule Libraries/pharmacology , Drug Delivery Systems , Drug Evaluation, Preclinical , Inhibitory Concentration 50 , Molecular Structure , RNA/toxicity , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/metabolism
2.
ACS Chem Biol ; 10(4): 925-32, 2015 Apr 17.
Article in English | MEDLINE | ID: mdl-25602368

ABSTRACT

Platelet-activating factor acetylhydrolases (PAFAHs) 1b2 and 1b3 are poorly characterized serine hydrolases that form a complex with a noncatalytic protein (1b1) to regulate brain development, spermatogenesis, and cancer pathogenesis. Determining physiological substrates and biochemical functions for the PAFAH1b complex would benefit from selective chemical probes that can perturb its activity in living systems. Here, we report a class of tetrahydropyridine reversible inhibitors of PAFAH1b2/3 discovered using a fluorescence polarization-activity-based protein profiling (fluopol-ABPP) screen of the NIH 300,000+ compound library. The most potent of these agents, P11, exhibited IC50 values of ∼40 and 900 nM for PAFAH1b2 and 1b3, respectively. We confirm selective inhibition of PAFAH1b2/3 in cancer cells by P11 using an ABPP protocol adapted for in situ analysis of reversible inhibitors and show that this compound impairs tumor cell survival, supporting a role for PAFAH1b2/3 in cancer.


Subject(s)
1-Alkyl-2-acetylglycerophosphocholine Esterase/antagonists & inhibitors , Drug Evaluation, Preclinical/methods , 1-Alkyl-2-acetylglycerophosphocholine Esterase/genetics , 1-Alkyl-2-acetylglycerophosphocholine Esterase/metabolism , Animals , Brain/drug effects , Brain/metabolism , Cell Line , Cell Line, Tumor/drug effects , Cell Survival/drug effects , Fluorescence Polarization/methods , Humans , Inhibitory Concentration 50 , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Mice , Proteomics/methods , Pyridines/chemistry , Pyridines/pharmacology , Small Molecule Libraries/pharmacology , Structure-Activity Relationship
3.
J Biomol Screen ; 16(4): 415-26, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21471461

ABSTRACT

High-throughput screening data repositories, such as PubChem, represent valuable resources for the development of small-molecule chemical probes and can serve as entry points for drug discovery programs. Although the loose data format offered by PubChem allows for great flexibility, important annotations, such as the assay format and technologies employed, are not explicitly indexed. The authors have previously developed a BioAssay Ontology (BAO) and curated more than 350 assays with standardized BAO terms. Here they describe the use of BAO annotations to analyze a large set of assays that employ luciferase- and ß-lactamase-based technologies. They identified promiscuous chemotypes pertaining to different subcategories of assays and specific mechanisms by which these chemotypes interfere in reporter gene assays. Results show that the data in PubChem can be used to identify promiscuous compounds that interfere nonspecifically with particular technologies. Furthermore, they show that BAO is a valuable toolset for the identification of related assays and for the systematic generation of insights that are beyond the scope of individual assays or screening campaigns.


Subject(s)
Biological Assay , Computational Biology/methods , High-Throughput Screening Assays , Databases, Factual , Drug Evaluation, Preclinical , Genes, Reporter/genetics , Luciferases/metabolism , Small Molecule Libraries/chemistry , beta-Lactamases/metabolism
4.
J Biomol Screen ; 13(1): 17-28, 2008 Jan.
Article in English | MEDLINE | ID: mdl-18227223

ABSTRACT

Kinases are important drug discovery targets for a wide variety of therapeutic indications; consequently, the measurement of kinase activity remains a common high-throughput screening (HTS) application. Recently, enzyme-coupled luciferase-kinase (LK) format assays have been introduced. This format measures luminescence resulting from metabolism of adenosine triphosphate (ATP) via a luciferin/luciferase-coupled reaction. In the research presented here, 1536-well format time-resolved fluorescence resonance energy transfer (TR-FRET) and LK assays were created to identify novel Rho-associated kinase II (ROCK-II) inhibitors. HTS campaigns for both assays were conducted in this miniaturized format. It was found that both assays were able to consistently reproduce the expected pharmacology of inhibitors known to be specific to ROCK-II (fasudil IC50: 283 +/- 27 nM and 336 +/- 54 nM for TR-FRET and LK assays, respectively; Y-27632 IC50: 133 +/- 7.8 nM and 150 +/- 22 nM for TR-FRET and LK assays, respectively). In addition, both assays proved robust for HTS efforts, demonstrating excellent plate Z' values during the HTS campaign (0.84 +/- 0.03; 0.72 +/- 0.05 for LK and TR-FRET campaigns, respectively). Both formats identified scaffolds of known and novel ROCK-II inhibitors with similar sensitivity. A comparison of the performance of these 2 assay formats in an HTS campaign was enabled by the existence of a subset of 25,000 compounds found in both our institutional and the Molecular Library Screening Center Network screening files. Analysis of the HTS campaign results based on this subset of common compounds showed that both formats had comparable total hit rates, hit distributions, amount of hit clusters, and format-specific artifact. It can be concluded that both assay formats are suitable for the discovery of ROCK-II inhibitors, and the choice of assay format depends on reagents and/or screening technology available.


Subject(s)
Drug Evaluation, Preclinical/methods , Fluorescence Resonance Energy Transfer/methods , Luminescent Measurements/methods , Protein Kinase Inhibitors/pharmacology , rho-Associated Kinases/antagonists & inhibitors , Base Sequence , DNA Primers/genetics , Humans , In Vitro Techniques , Luciferases , Miniaturization , Recombinant Proteins/antagonists & inhibitors , Recombinant Proteins/genetics , rho-Associated Kinases/genetics
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