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1.
Synth Biol (Oxf) ; 7(1): ysac018, 2022.
Article in English | MEDLINE | ID: mdl-36285185

ABSTRACT

We describe an experimental campaign that replicated the performance assessment of logic gates engineered into cells of Saccharomyces cerevisiae by Gander et al. Our experimental campaign used a novel high-throughput experimentation framework developed under Defense Advanced Research Projects Agency's Synergistic Discovery and Design program: a remote robotic lab at Strateos executed a parameterized experimental protocol. Using this protocol and robotic execution, we generated two orders of magnitude more flow cytometry data than the original experiments. We discuss our results, which largely, but not completely, agree with the original report and make some remarks about lessons learned. Graphical Abstract.

2.
Nat Chem Biol ; 10(4): 305-12, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24584101

ABSTRACT

Concomitant inhibition of multiple cancer-driving kinases is an established strategy to improve the durability of clinical responses to targeted therapies. The difficulty of discovering kinase inhibitors with an appropriate multitarget profile has, however, necessitated the application of combination therapies, which can pose major clinical development challenges. Epigenetic reader domains of the bromodomain family have recently emerged as new targets for cancer therapy. Here we report that several clinical kinase inhibitors also inhibit bromodomains with therapeutically relevant potencies and are best classified as dual kinase-bromodomain inhibitors. Nanomolar activity on BRD4 by BI-2536 and TG-101348, which are clinical PLK1 and JAK2-FLT3 kinase inhibitors, respectively, is particularly noteworthy as these combinations of activities on independent oncogenic pathways exemplify a new strategy for rational single-agent polypharmacological targeting. Furthermore, structure-activity relationships and co-crystal structures identify design features that enable a general platform for the rational design of dual kinase-bromodomain inhibitors.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/chemical synthesis , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Drug Design , Polypharmacology , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/pharmacology , Blotting, Western , Calorimetry , Cell Line, Tumor , Crystallization , Drug Interactions , Drug Screening Assays, Antitumor , Epigenesis, Genetic , High-Throughput Screening Assays , Humans , Neoplasms/drug therapy , Neoplasms/genetics , Proto-Oncogene Proteins c-myc/metabolism , Pteridines/pharmacology , Pyrrolidines/pharmacology , Recombinant Proteins/pharmacology , Signal Transduction/drug effects , Structure-Activity Relationship , Sulfonamides/pharmacology
3.
Mol Cancer Ther ; 12(4): 438-47, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23412931

ABSTRACT

Fms-like tyrosine kinase 3 (FLT3) is implicated in the pathogenesis of acute myeloid leukemia (AML). FLT3-activating internal tandem duplication (ITD) mutations are found in approximately 30% of patients with AML and are associated with poor outcome in this patient population. Quizartinib (AC220) has previously been shown to be a potent and selective FLT3 inhibitor. In the current study, we expand on previous observations by showing that quizartinib potently inhibits the phosphorylation of FLT3 and downstream signaling molecules independent of FLT3 genotype, yet induces loss of viability only in cells expressing constitutively activated FLT3. We further show that transient exposure to quizartinib, whether in vitro or in vivo, leads to prolonged inhibition of FLT3 signaling, induction of apoptosis, and drastic reductions in tumor volume and pharmacodynamic endpoints. In vitro experiments suggest that these prolonged effects are mediated by slow binding kinetics that provide for durable inhibition of the kinase following drug removal/clearance. Together these data suggest quizartinib, with its unique combination of selectivity and potent/sustained inhibition of FLT3, may provide a safe and effective treatment against FLT3-driven leukemia.


Subject(s)
Apoptosis/drug effects , Benzothiazoles/pharmacology , Leukemia/metabolism , Phenylurea Compounds/pharmacology , Signal Transduction/drug effects , fms-Like Tyrosine Kinase 3/metabolism , Animals , Benzothiazoles/administration & dosage , Benzothiazoles/chemistry , Cell Line, Tumor , Cell Survival/drug effects , Disease Models, Animal , Female , Humans , Inhibitory Concentration 50 , Leukemia/genetics , Mice , Mutation , Phenylurea Compounds/administration & dosage , Phenylurea Compounds/chemistry , Phosphorylation/drug effects , Protein Binding , fms-Like Tyrosine Kinase 3/genetics
4.
Nature ; 485(7397): 260-3, 2012 Apr 15.
Article in English | MEDLINE | ID: mdl-22504184

ABSTRACT

Effective targeted cancer therapeutic development depends upon distinguishing disease-associated 'driver' mutations, which have causative roles in malignancy pathogenesis, from 'passenger' mutations, which are dispensable for cancer initiation and maintenance. Translational studies of clinically active targeted therapeutics can definitively discriminate driver from passenger lesions and provide valuable insights into human cancer biology. Activating internal tandem duplication (ITD) mutations in FLT3 (FLT3-ITD) are detected in approximately 20% of acute myeloid leukaemia (AML) patients and are associated with a poor prognosis. Abundant scientific and clinical evidence, including the lack of convincing clinical activity of early FLT3 inhibitors, suggests that FLT3-ITD probably represents a passenger lesion. Here we report point mutations at three residues within the kinase domain of FLT3-ITD that confer substantial in vitro resistance to AC220 (quizartinib), an active investigational inhibitor of FLT3, KIT, PDGFRA, PDGFRB and RET; evolution of AC220-resistant substitutions at two of these amino acid positions was observed in eight of eight FLT3-ITD-positive AML patients with acquired resistance to AC220. Our findings demonstrate that FLT3-ITD can represent a driver lesion and valid therapeutic target in human AML. AC220-resistant FLT3 kinase domain mutants represent high-value targets for future FLT3 inhibitor development efforts.


Subject(s)
Benzothiazoles/therapeutic use , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Molecular Targeted Therapy , Mutation/genetics , Phenylurea Compounds/therapeutic use , fms-Like Tyrosine Kinase 3/antagonists & inhibitors , fms-Like Tyrosine Kinase 3/genetics , Benzothiazoles/pharmacology , Cell Line, Tumor , DNA Mutational Analysis , Drug Resistance, Neoplasm/genetics , Humans , Leukemia, Myeloid, Acute/metabolism , Models, Molecular , Molecular Structure , Phenylurea Compounds/pharmacology , Protein Binding , Protein Structure, Tertiary/genetics , Recurrence , Reproducibility of Results , fms-Like Tyrosine Kinase 3/metabolism
5.
Nat Biotechnol ; 29(11): 1046-51, 2011 Oct 30.
Article in English | MEDLINE | ID: mdl-22037378

ABSTRACT

We tested the interaction of 72 kinase inhibitors with 442 kinases covering >80% of the human catalytic protein kinome. Our data show that, as a class, type II inhibitors are more selective than type I inhibitors, but that there are important exceptions to this trend. The data further illustrate that selective inhibitors have been developed against the majority of kinases targeted by the compounds tested. Analysis of the interaction patterns reveals a class of 'group-selective' inhibitors broadly active against a single subfamily of kinases, but selective outside that subfamily. The data set suggests compounds to use as tools to study kinases for which no dedicated inhibitors exist. It also provides a foundation for further exploring kinase inhibitor biology and toxicity, as well as for studying the structural basis of the observed interaction patterns. Our findings will help to realize the direct enabling potential of genomics for drug development and basic research about cellular signaling.


Subject(s)
Protein Kinase Inhibitors/chemistry , Protein Kinases/chemistry , Catalysis , Drug Design , Enzyme Stability , High-Throughput Screening Assays , Humans , Protein Binding , Protein Kinase Inhibitors/classification , Protein Kinases/classification , Proteomics , Signal Transduction , Substrate Specificity
6.
Chem Biol ; 17(11): 1241-9, 2010 Nov 24.
Article in English | MEDLINE | ID: mdl-21095574

ABSTRACT

Interactions between kinases and small molecule inhibitors can be activation state dependent. A detailed understanding of inhibitor binding therefore requires characterizing interactions across multiple activation states. We have systematically explored the effects of ABL1 activation loop phosphorylation and PDGFR family autoinhibitory juxtamembrane domain docking on inhibitor binding affinity. For a diverse compound set, the affinity patterns correctly classify inhibitors as having type I or type II binding modes, and we show that juxtamembrane domain docking can have dramatic negative effects on inhibitor affinity. The results have allowed us to associate ligand-induced conformational changes observed in cocrystal structures with specific energetic costs. The approach we describe enables investigation of the complex relationship between kinase activation state and compound binding affinity and should facilitate strategic inhibitor design.


Subject(s)
Protein Kinase Inhibitors/chemistry , Proto-Oncogene Proteins c-abl/antagonists & inhibitors , Small Molecule Libraries/chemistry , Amino Acid Sequence , Computer Simulation , Molecular Sequence Data , Phosphorylation , Protein Binding , Protein Kinase Inhibitors/pharmacology , Protein Structure, Tertiary , Proto-Oncogene Proteins c-abl/metabolism , Proto-Oncogene Proteins c-kit/antagonists & inhibitors , Proto-Oncogene Proteins c-kit/metabolism , Receptor, Macrophage Colony-Stimulating Factor/antagonists & inhibitors , Receptor, Macrophage Colony-Stimulating Factor/metabolism , Receptor, Platelet-Derived Growth Factor beta/chemistry , Receptor, Platelet-Derived Growth Factor beta/metabolism , Small Molecule Libraries/pharmacology , fms-Like Tyrosine Kinase 3/antagonists & inhibitors , fms-Like Tyrosine Kinase 3/metabolism
7.
Nat Biotechnol ; 26(1): 127-32, 2008 Jan.
Article in English | MEDLINE | ID: mdl-18183025

ABSTRACT

Kinase inhibitors are a new class of therapeutics with a propensity to inhibit multiple targets. The biological consequences of multi-kinase activity are poorly defined, and an important step toward understanding the relationship between selectivity, efficacy and safety is the exploration of how inhibitors interact with the human kinome. We present interaction maps for 38 kinase inhibitors across a panel of 317 kinases representing >50% of the predicted human protein kinome. The data constitute the most comprehensive study of kinase inhibitor selectivity to date and reveal a wide diversity of interaction patterns. To enable a global analysis of the results, we introduce the concept of a selectivity score as a general tool to quantify and differentiate the observed interaction patterns. We further investigate the impact of panel size and find that small assay panels do not provide a robust measure of selectivity.


Subject(s)
Phosphotransferases/antagonists & inhibitors , Protein Interaction Mapping/methods , Protein Kinase Inhibitors/chemistry , Proteome/chemistry , Quantitative Structure-Activity Relationship , Binding Sites , Enzyme Activation , Humans , Protein Binding
8.
J Bacteriol ; 187(12): 4270-5, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15937189

ABSTRACT

A phosphoserine-containing peptide was identified from tryptic digests from Sulfolobus solfataricus P1 by liquid chromatography-tandem mass spectrometry. Its amino acid sequence closely matched that bracketing Ser-309 in the predicted protein product of open reading frame sso0207, a putative phosphohexomutase, in the genome of S. solfataricus P2. Open reading frame sso0207 was cloned, and its protein product expressed in Escherichia coli. The recombinant protein proved capable of interconverting mannose 1-phosphate and mannose 6-phosphate, as well as glucose 1-phosphate and glucose 6-phosphate, in vitro. It displayed no catalytic activity toward glucosamine 6-phosphate or N-acetylglucosamine 6-phosphate. Models constructed using the X-ray crystal structure of a homologous phosphohexomutase from Pseudomonas aeruginosa predicted that Ser-309 of the archaeal protein lies within the substrate binding site. The presence of a phosphoryl group at this location would be expected to electrostatically interfere with the binding of negatively charged phosphohexose substrates, thus attenuating the catalytic efficiency of the enzyme. Using site-directed mutagenesis, Ser-309 was substituted by aspartic acid to mimic the presence of a phosphoryl group. The V(max) of the mutationally altered protein was only 4% that of the unmodified form. Substitution of Ser-309 with larger, but uncharged, amino acids, including threonine, also decreased catalytic efficiency, but to a lesser extent--three- to fivefold. We therefore predict that phosphorylation of the enzyme in vivo serves to regulate its catalytic activity.


Subject(s)
Archaeal Proteins/metabolism , Sulfolobus solfataricus/enzymology , Amino Acid Sequence , Binding Sites , Gene Expression Regulation, Enzymologic , Models, Molecular , Molecular Sequence Data , Phosphorylation , Polymorphism, Single Nucleotide , Protein Conformation , Sequence Homology, Amino Acid , Serine , Sulfolobus solfataricus/genetics
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