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1.
J Med Chem ; 67(4): 3112-3126, 2024 Feb 22.
Article in English | MEDLINE | ID: mdl-38325398

ABSTRACT

CDK2 is a critical regulator of the cell cycle. For a variety of human cancers, the dysregulation of CDK2/cyclin E1 can lead to tumor growth and proliferation. Historically, early efforts to develop CDK2 inhibitors with clinical applications proved unsuccessful due to challenges in achieving selectivity over off-target CDK isoforms with associated toxicity. In this report, we describe the discovery of (4-pyrazolyl)-2-aminopyrimidines as a potent class of CDK2 inhibitors that display selectivity over CDKs 1, 4, 6, 7, and 9. SAR studies led to the identification of compound 17, a kinase selective and highly potent CDK2 inhibitor (IC50 = 0.29 nM). The evaluation of 17 in CCNE1-amplified mouse models shows the pharmacodynamic inhibition of CDK2, measured by reduced Rb phosphorylation, and antitumor activity.


Subject(s)
Cyclin-Dependent Kinases , Neoplasms , Animals , Humans , Mice , Cyclin-Dependent Kinase 2 , Cyclin-Dependent Kinase 4/metabolism , Phosphorylation , Pyrimidines/pharmacology , Pyrazoles/chemistry , Pyrazoles/metabolism , Pyrazoles/pharmacology
3.
SLAS Discov ; 23(6): 532-545, 2018 07.
Article in English | MEDLINE | ID: mdl-29699447

ABSTRACT

High-throughput screening (HTS) hits include compounds with undesirable properties. Many filters have been described to identify such hits. Notably, pan-assay interference compounds (PAINS) has been adopted by the community as the standard term to refer to such filters, and very useful guidelines have been adopted by the American Chemical Society (ACS) and subsequently triggered a healthy scientific debate about the pitfalls of draconian use of filters. Using an inhibitory frequency index, we have analyzed in detail the promiscuity profile of the whole GlaxoSmithKline (GSK) HTS collection comprising more than 2 million unique compounds that have been tested in hundreds of screening assays. We provide a comprehensive analysis of many previously published filters and newly described classes of nuisance structures that may serve as a useful source of empirical information to guide the design or growth of HTS collections and hit triaging strategies.


Subject(s)
Drug Discovery/methods , High-Throughput Screening Assays/methods , Small Molecule Libraries/chemistry , Biological Assay/methods
4.
Expert Opin Drug Discov ; 12(6): 541-552, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28388235

ABSTRACT

INTRODUCTION: The analysis of pharmaceutical industry data indicates that the major reason for drug candidates failing in late stage clinical development is lack of efficacy, with a high proportion of these due to erroneous hypotheses about target to disease linkage. More than ever, there is a requirement to better understand potential new drug targets and their role in disease biology in order to reduce attrition in drug development. Genome editing technology enables precise modification of individual protein coding genes, as well as noncoding regulatory sequences, enabling the elucidation of functional effects in human disease relevant cellular systems. Areas covered: This article outlines applications of CRISPR genome editing technology in target identification and target validation studies. Expert opinion: Applications of CRISPR technology in target validation studies are in evidence and gaining momentum. Whilst technical challenges remain, we are on the cusp of CRISPR being applied in complex cell systems such as iPS derived differentiated cells and stem cell derived organoids. In the meantime, our experience to date suggests that precise genome editing of putative targets in primary cell systems is possible, offering more human disease relevant systems than conventional cell lines.


Subject(s)
Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Drug Design , Gene Editing/methods , Animals , Cell Line , Drug Discovery/methods , Drug Industry/methods , Genome, Human , Humans , Molecular Targeted Therapy , Treatment Failure , Validation Studies as Topic
7.
Nat Rev Drug Discov ; 10(3): 188-95, 2011 03.
Article in English | MEDLINE | ID: mdl-21358738

ABSTRACT

High-throughput screening (HTS) has been postulated in several quarters to be a contributory factor to the decline in productivity in the pharmaceutical industry. Moreover, it has been blamed for stifling the creativity that drug discovery demands. In this article, we aim to dispel these myths and present the case for the use of HTS as part of a proven scientific tool kit, the wider use of which is essential for the discovery of new chemotypes.


Subject(s)
Biomedical Research , Drug Evaluation, Preclinical , Animals , Drug Design , Drug Evaluation, Preclinical/standards , Drug Evaluation, Preclinical/statistics & numerical data , Humans , Small Molecule Libraries
8.
Mol Biotechnol ; 47(3): 270-85, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20865348

ABSTRACT

High throughput screening (HTS) is at the core of the drug discovery process, and so it is critical to design and implement HTS assays in a comprehensive fashion involving scientists from the disciplines of biology, chemistry, engineering, and informatics. This requires careful analysis of many variables, starting with the choice of assay target and ending with the discovery of lead compounds. At every step in this process, there are decisions to be made that can greatly impact the outcome of the HTS effort, to the point of making it a success or a failure. Although specific guidelines should be established to insure that the screening assay reaches an acceptable level of quality, many choices require pragmatism and the ability to compromise opposing forces.


Subject(s)
High-Throughput Screening Assays/methods , Cells, Cultured , Humans
9.
Curr Opin Chem Biol ; 14(3): 289-98, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20413343

ABSTRACT

The past 20 years have witnessed an impressive expansion of the 'drug space'; defined as the intersection of the Medicinal Chemistry space and the Biologically Active space relevant in the quest for new treatments for disease. Despite the success of known lead discovery tactics, areas of unmet medical need are often linked to challenging or novel targets and are poorly served by current screening collections. A successful strategy to fill the gaps is to diversify the approaches taken in the enhancement of screening collections. Possible strategies include investments through proven methods, exploring areas of chemical space previously neglected (e.g. hydrophilic compounds, natural product mimics), and applying tactics to the lead discovery process that are complementary to HTS (e.g. fragment based screening or multidisciplinary team efforts to tackle new target classes).


Subject(s)
Drug Discovery/methods , Drug Industry , Small Molecule Libraries , High-Throughput Screening Assays/methods , Humans
10.
Methods Mol Biol ; 565: 1-32, 2009.
Article in English | MEDLINE | ID: mdl-19551355

ABSTRACT

HTS is at the core of the drug discovery process, and so it is critical to design and implement HTS assays in a comprehensive fashion involving scientists from the disciplines of biology, chemistry, engineering, and informatics. This requires careful analysis of many variables, starting with the choice of assay target and ending with the discovery of lead compounds. At every step in this process, there are decisions to be made that can greatly impact the outcome of the HTS effort, to the point of making it a success or a failure. Although specific guidelines should be established to ensure that the screening assay reaches an acceptable level of quality, many choices require pragmatism and the ability to compromise opposing forces.


Subject(s)
Biological Assay/methods , Drug Evaluation, Preclinical/methods , Animals , Cells, Cultured , Humans , Reproducibility of Results
11.
J Biomol Screen ; 14(1): 66-76, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19171922

ABSTRACT

The use of large-scale compound screening has become a key component of drug discovery projects in both the pharmaceutical and the biotechnological industries. More recently, these activities have also been embraced by the academic community as a major tool for chemical genomic activities. High-throughput screening (HTS) activities constitute a major step in the initial drug discovery efforts and involve the use of large quantities of biological reagents, hundreds of thousands to millions of compounds, and the utilization of expensive equipment. All these factors make it very important to evaluate in advance of the HTS campaign any potential issues related to reproducibility of the experimentation and the quality of the results obtained at the end of these very costly activities. In this article, the authors describe how GlaxoSmithKline (GSK) has addressed the need of a true validation of the HTS process before embarking in full HTS campaigns. They present 2 different aspects of the so-called validation process: (1) optimization of the HTS workflow and its validation as a quality process and (2) the statistical evaluation of the HTS, focusing on the reproducibility of results and the ability to distinguish active from nonactive compounds in a vast collection of samples. The authors describe a variety of reproducibility indexes that are either innovative or have been adapted from generic medical diagnostic screening strategies. In addition, they exemplify how these validation tools have been implemented in a number of case studies at GSK.


Subject(s)
Drug Evaluation, Preclinical/methods , Algorithms , Reproducibility of Results
12.
Drug Discov Today ; 11(7-8): 277-9, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16580969

ABSTRACT

'A wise use of lead discovery tactics will distinguish successful drug discovery engines.'


Subject(s)
Drug Design , Drug Evaluation, Preclinical , Animals , Drug Evaluation, Preclinical/methods , Humans , Technology, Pharmaceutical/trends , Time Factors
14.
J Pharmacol Exp Ther ; 307(2): 720-8, 2003 Nov.
Article in English | MEDLINE | ID: mdl-12975486

ABSTRACT

Histone deacetylases (HDACs) represent an expanding family of protein modifying-enzymes that play important roles in cell proliferation, chromosome remodeling, and gene transcription. We have previously shown that recombinant human HDAC8 can be expressed in bacteria and retain its catalytic activity. To further explore the catalytic activity of HDACs, we expressed two additional human class I HDACs, HDAC1 and HDAC3, in baculovirus. Recombinant HDAC1 and HDAC3 fusion proteins remained soluble and catalytically active and were purified to near homogeneity. Interestingly, trichostatin (TSA) was found to be a potent inhibitor for all three HDACs (IC50 value of approximately 0.1-0.3 microM), whereas another HDAC inhibitor MS-27-275 (N-(2-aminophenyl)-4-[N-(pyridin-3-methyloxycarbonyl)-aminomethyl]benzamide) preferentially inhibited HDAC1 (IC50 value of approximately 0.3 microM) versus HDAC3 (IC50 value of approximately 8 microM) and had no inhibitory activity toward HDAC8 (IC50 value >100 microM). MS-27-275 as well as TSA increased histone H4 acetylation, induced apoptosis in the human colon cancer cell line SW620, and activated the simian virus 40 early promoter. HDAC1 protein was more abundantly expressed in SW620 cells compared with that of HDAC3 and HDAC8. Using purified recombinant HDAC proteins, we identified several novel HDAC inhibitors that preferentially inhibit HDAC1 or HDAC8. These inhibitors displayed distinct properties in inducing histone acetylation and reporter gene expression. These results suggest selective HDAC inhibitors could be identified using recombinantly expressed HDACs and that HDAC1 may be a promising therapeutic target for designing HDAC inhibitors for proliferative diseases such as cancer.


Subject(s)
Benzamides/pharmacology , Enzyme Inhibitors/pharmacology , Histone Deacetylase Inhibitors , Hydroxamic Acids/pharmacology , Pyridines/pharmacology , Cloning, Molecular , Colonic Neoplasms/pathology , Drug Interactions , Gene Expression , Histone Deacetylase 1 , Histone Deacetylases , Humans , Protein Isoforms/antagonists & inhibitors , Recombinant Proteins/antagonists & inhibitors , Tumor Cells, Cultured
15.
J Biomol Screen ; 8(6): 712-5, 2003 Dec.
Article in English | MEDLINE | ID: mdl-14711397

ABSTRACT

Undecaprenyl pyrophosphate synthase (UPPS) catalyzes the consecutive condensation of 8 molecules of isopentenyl pyrophosphate with farnesyl pyrophosphate to yield C55-undecaprenyl pyrophosphate, which is required for bacterial cell wall synthesis. UPPS is found in both gram-positive and gram-negative bacteria, and based on the differences between bacterial variants of UPPS and their human counterpart, dolicopyrophosphate synthase, it was identified as an attractive antibacterial target. An assay, which monitors the release of Pi by coupling the UPPS catalyzed reaction with inorganic pyrophosphatase, was employed to conduct an HTS campaign using an inhouse collection of compounds. A direct assay measuring the incorporation of 14C-IPP (isopentenyl pyrophosphate) was used as a secondary assay to evaluate the high-throughput screening (HTS) hits. From the HTS campaign, a few classes of UPPS inhibitors were identified. During the process of hit evaluation by the direct assay, the authors observed that Triton, an essential factor for the enzyme activity and accurate formation of the natural product, dramatically altered the inhibitory activity of a particular class of compounds. Above its critical micellar concentration (CMC), Triton abolished the inhibitory activity of these compounds. Further research will be required to establish the biophysical phenomenon that causes this effect. Meanwhile, it can be speculated that Triton (and other detergents) above CMC may hinder the identification in screening compounds of certain classes of hits.


Subject(s)
Alkyl and Aryl Transferases/antagonists & inhibitors , Enzyme Inhibitors/pharmacology , Octoxynol/pharmacology , Alkyl and Aryl Transferases/metabolism , Inhibitory Concentration 50 , Octoxynol/chemistry
16.
J Biol Chem ; 277(41): 38322-7, 2002 Oct 11.
Article in English | MEDLINE | ID: mdl-12167642

ABSTRACT

The hepatitis C virus (HCV) NS5B protein encodes an RNA-dependent RNA polymerase (RdRp), the primary catalytic enzyme of the HCV replicase complex. We established a biochemical RNA synthesis assay, using purified recombinant NS5B lacking the C-terminal 21 amino acid residues, to identify potential polymerase inhibitors from a high throughput screen of the GlaxoSmithKline proprietary compound collection. The benzo-1,2,4-thiadiazine compound 1 was found to be a potent, highly specific inhibitor of NS5B. This agent interacts directly with the viral polymerase and inhibits RNA synthesis in a manner noncompetitive with respect to GTP. Furthermore, in the absence of an in vitro-reconstituted HCV replicase assay employing viral and host proteins, the ability of compound 1 to inhibit NS5B-directed viral RNA replication was determined using the Huh7 cell-based HCV replicon system. Compound 1 reduced viral RNA in replicon cells with an IC(50) of approximately 0.5 microm, suggesting that the inhibitor was able to access the perinuclear membrane and inhibit the polymerase activity in the context of a replicase complex. Preliminary structure-activity studies on compound 1 led to the identification of a modified inhibitor, compound 4, showing an improvement in both biochemical and cell-based potency. Lastly, data are presented suggesting that these compounds interfere with the formation of negative and positive strand progeny RNA by a similar mode of action. Investigations are ongoing to assess the potential utility of such agents in the treatment of chronic HCV disease.


Subject(s)
Enzyme Inhibitors/pharmacology , Hepacivirus/drug effects , Hepacivirus/enzymology , RNA-Dependent RNA Polymerase/metabolism , Thiadiazines/pharmacology , Viral Nonstructural Proteins/metabolism , Cell Line , Circular Dichroism , Drug Evaluation, Preclinical , Enzyme Stability , Hepacivirus/genetics , Humans , Molecular Structure , Protein Denaturation , RNA/metabolism , RNA-Dependent RNA Polymerase/antagonists & inhibitors , RNA-Dependent RNA Polymerase/genetics , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Temperature , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/genetics
17.
Methods Mol Biol ; 190: 1-29, 2002.
Article in English | MEDLINE | ID: mdl-12029816

ABSTRACT

HTS is at the core of the drug-discovery process, and so it is critical to design and implement HTS assays in a comprehensive fashion involving scientists from the disciplines of biology, chemistry, engineering, and informatics. This requires careful analysis of many variables, starting with the choice of assay target and ending with the discovery of lead compounds. At every step in this process, there are decisions to be made that can greatly impact the outcome of the HTS effort, to the point of making it a success or a failure. Although specific guidelines can be established to ensure that the screening assay reaches an acceptable level of quality, many choices require pragmatism and the ability to compromise opposing forces.


Subject(s)
Drug Evaluation, Preclinical/methods , Animals , Drug Design , Enzyme Inhibitors , Enzymes/metabolism , GTP-Binding Proteins/metabolism , Humans , Indicators and Reagents , Molecular Biology/methods , Receptors, Cell Surface/analysis , Receptors, Cell Surface/drug effects , Receptors, Cell Surface/metabolism , Spectrometry, Fluorescence , Substrate Specificity
18.
J Biomol Screen ; 7(6): 554-69, 2002 Dec.
Article in English | MEDLINE | ID: mdl-14599354

ABSTRACT

The thrust of early drug discovery in recent years has been toward the configuration of homogeneous miniaturized assays. This has allowed organizations to contain costs in the face of exponential increases in the number of screening assays that need to be run to remain competitive. Miniaturization brings with it an increasing dependence on instrumentation, which over the past several years has seen the development of nanodispensing capability and sophisticated detection strategies. To maintain confidence in the data generated from miniaturized assays, it is critical to ensure that both compounds and reagents have been delivered as expected to the target wells. The authors have developed a standard operating procedure for liquid-handling quality control that has enabled them to evaluate performance on 2 levels. The first level provides for routine daily testing on existing instrumentation, and the second allows for more rigorous testing of new dispensing technologies. The procedure has shown itself to be useful in identifying both method programming and instrumentation performance shortcomings and has provided a means to harmonizing instrumentation usage by assay development and screening groups. The goal is that this type of procedure be used for facilitating the exchange of liquid handler performance data across the industry.


Subject(s)
Microchemistry/instrumentation , Microchemistry/standards , Combinatorial Chemistry Techniques/instrumentation , Combinatorial Chemistry Techniques/standards , Data Interpretation, Statistical , Needles , Quality Control , Stainless Steel
19.
Curr Drug Targets Infect Disord ; 2(4): 291-308, 2002 Dec.
Article in English | MEDLINE | ID: mdl-12570737

ABSTRACT

The appearance of antibiotic resistant pathogens, including vancomycin resistant Staphylococcus aureus, in the clinic has necessitated the development of new antibiotics. The golden age of antibiotic discovery, in which potent selective compounds were readily extracted from natural product extracts is over and novel approaches need to be implemented to cover the therapeutic shortfall. The generation of huge quantities of bacterial sequence data has allowed the identification of all the possible targets for therapeutic intervention and allowed the development of screens to identify inhibitors. Here, we described a number of target classes in which genomics has contributed to its identification. As a result of analyzing sequence data, all of the tRNA synthetases and all of the two-component signal transduction systems were readily isolated; which would not have been easily identified if whole genome sequences were not available. Fatty acid biosynthesis is a known antibacterial target, but genomics showed which genes in that pathway had the appropriate spectrum to be considered as therapeutic targets. Genes of unknown function may seem untractable targets, but if those that are broad spectrum and essential are identified, it becomes valuable to invest time and effort to determine their cellular role. In addition, we discuss the role of genomics in developing technologies that assist in the discovery of new antibiotics including microarray gridding technology. Genomics can also increase the chemical diversity against which the novel targets can be screened.


Subject(s)
Anti-Bacterial Agents/chemistry , Drug Design , Genome, Bacterial , Genomics , Combinatorial Chemistry Techniques , Genomics/trends , Humans
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