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1.
Cell ; 167(1): 171-186.e15, 2016 Sep 22.
Artículo en Inglés | MEDLINE | ID: mdl-27641501

RESUMEN

While acute myeloid leukemia (AML) comprises many disparate genetic subtypes, one shared hallmark is the arrest of leukemic myeloblasts at an immature and self-renewing stage of development. Therapies that overcome differentiation arrest represent a powerful treatment strategy. We leveraged the observation that the majority of AML, despite their genetically heterogeneity, share in the expression of HoxA9, a gene normally downregulated during myeloid differentiation. Using a conditional HoxA9 model system, we performed a high-throughput phenotypic screen and defined compounds that overcame differentiation blockade. Target identification led to the unanticipated discovery that inhibition of the enzyme dihydroorotate dehydrogenase (DHODH) enables myeloid differentiation in human and mouse AML models. In vivo, DHODH inhibitors reduced leukemic cell burden, decreased levels of leukemia-initiating cells, and improved survival. These data demonstrate the role of DHODH as a metabolic regulator of differentiation and point to its inhibition as a strategy for overcoming differentiation blockade in AML.


Asunto(s)
Antineoplásicos/uso terapéutico , Inhibidores Enzimáticos/uso terapéutico , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/patología , Terapia Molecular Dirigida , Oxidorreductasas actuantes sobre Donantes de Grupo CH-CH/antagonistas & inhibidores , Animales , Antineoplásicos/química , Antineoplásicos/aislamiento & purificación , Diferenciación Celular , Dihidroorotato Deshidrogenasa , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/aislamiento & purificación , Ensayos Analíticos de Alto Rendimiento , Proteínas de Homeodominio/genética , Humanos , Leucemia Mieloide Aguda/genética , Ratones , Células Mieloides/patología , Oxidorreductasas actuantes sobre Donantes de Grupo CH-CH/metabolismo , Pirimidinas/metabolismo , Bibliotecas de Moléculas Pequeñas/química , Bibliotecas de Moléculas Pequeñas/aislamiento & purificación , Bibliotecas de Moléculas Pequeñas/uso terapéutico , Ensayos Antitumor por Modelo de Xenoinjerto
2.
Cell ; 150(3): 575-89, 2012 Aug 03.
Artículo en Inglés | MEDLINE | ID: mdl-22863010

RESUMEN

The mechanism by which cells decide to skip mitosis to become polyploid is largely undefined. Here we used a high-content image-based screen to identify small-molecule probes that induce polyploidization of megakaryocytic leukemia cells and serve as perturbagens to help understand this process. Our study implicates five networks of kinases that regulate the switch to polyploidy. Moreover, we find that dimethylfasudil (diMF, H-1152P) selectively increased polyploidization, mature cell-surface marker expression, and apoptosis of malignant megakaryocytes. An integrated target identification approach employing proteomic and shRNA screening revealed that a major target of diMF is Aurora kinase A (AURKA). We further find that MLN8237 (Alisertib), a selective inhibitor of AURKA, induced polyploidization and expression of mature megakaryocyte markers in acute megakaryocytic leukemia (AMKL) blasts and displayed potent anti-AMKL activity in vivo. Our findings provide a rationale to support clinical trials of MLN8237 and other inducers of polyploidization and differentiation in AMKL.


Asunto(s)
Azepinas/farmacología , Descubrimiento de Drogas , Leucemia Megacarioblástica Aguda/tratamiento farmacológico , Megacariocitos/metabolismo , Poliploidía , Pirimidinas/farmacología , Bibliotecas de Moléculas Pequeñas , 1-(5-Isoquinolinesulfonil)-2-Metilpiperazina/análogos & derivados , 1-(5-Isoquinolinesulfonil)-2-Metilpiperazina/farmacología , Animales , Aurora Quinasa A , Aurora Quinasas , Diferenciación Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Humanos , Leucemia Megacarioblástica Aguda/genética , Megacariocitos/citología , Megacariocitos/patología , Ratones , Ratones Endogámicos C57BL , Mapas de Interacción de Proteínas , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Proteínas Serina-Treonina Quinasas/metabolismo , Quinasas Asociadas a rho/metabolismo
3.
Nature ; 561(7723): 420, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-30046103

RESUMEN

This Letter is being retracted owing to issues with Fig. 1d and Supplementary Fig. 31b, and the unavailability of original data for these figures that raise concerns regarding the integrity of the figures. Nature published two previous corrections related to this Letter1,2. These issues in aggregate undermine the confidence in the integrity of this study. Authors Michael Foley, Monica Schenone, Nicola J. Tolliday, Todd R. Golub, Steven A. Carr, Alykhan F. Shamji, Andrew M. Stern and Stuart L. Schreiber agree with the Retraction. Authors Lakshmi Raj, Takao Ide, Aditi U. Gurkar, Anna Mandinova and Sam W. Lee disagree with the Retraction. Author Xiaoyu Li did not respond.

4.
Nature ; 510(7506): 547-51, 2014 Jun 26.
Artículo en Inglés | MEDLINE | ID: mdl-24870244

RESUMEN

Insulin constitutes a principal evolutionarily conserved hormonal axis for maintaining glucose homeostasis; dysregulation of this axis causes diabetes. PGC-1α (peroxisome-proliferator-activated receptor-γ coactivator-1α) links insulin signalling to the expression of glucose and lipid metabolic genes. The histone acetyltransferase GCN5 (general control non-repressed protein 5) acetylates PGC-1α and suppresses its transcriptional activity, whereas sirtuin 1 deacetylates and activates PGC-1α. Although insulin is a mitogenic signal in proliferative cells, whether components of the cell cycle machinery contribute to its metabolic action is poorly understood. Here we report that in mice insulin activates cyclin D1-cyclin-dependent kinase 4 (Cdk4), which, in turn, increases GCN5 acetyltransferase activity and suppresses hepatic glucose production independently of cell cycle progression. Through a cell-based high-throughput chemical screen, we identify a Cdk4 inhibitor that potently decreases PGC-1α acetylation. Insulin/GSK-3ß (glycogen synthase kinase 3-beta) signalling induces cyclin D1 protein stability by sequestering cyclin D1 in the nucleus. In parallel, dietary amino acids increase hepatic cyclin D1 messenger RNA transcripts. Activated cyclin D1-Cdk4 kinase phosphorylates and activates GCN5, which then acetylates and inhibits PGC-1α activity on gluconeogenic genes. Loss of hepatic cyclin D1 results in increased gluconeogenesis and hyperglycaemia. In diabetic models, cyclin D1-Cdk4 is chronically elevated and refractory to fasting/feeding transitions; nevertheless further activation of this kinase normalizes glycaemia. Our findings show that insulin uses components of the cell cycle machinery in post-mitotic cells to control glucose homeostasis independently of cell division.


Asunto(s)
Ciclo Celular , Ciclina D1/metabolismo , Quinasa 4 Dependiente de la Ciclina/metabolismo , Glucosa/metabolismo , Insulina/metabolismo , Transducción de Señal , Acetilación , Aminoácidos/farmacología , Animales , Línea Celular Tumoral , Núcleo Celular/metabolismo , Células Cultivadas , Ciclina D1/deficiencia , Ciclina D1/genética , Quinasa 4 Dependiente de la Ciclina/antagonistas & inhibidores , Diabetes Mellitus/metabolismo , Activación Enzimática , Ayuno , Eliminación de Gen , Gluconeogénesis/genética , Glucógeno Sintasa Quinasa 3/metabolismo , Glucógeno Sintasa Quinasa 3 beta , Hepatocitos/citología , Hepatocitos/efectos de los fármacos , Hepatocitos/metabolismo , Histona Acetiltransferasas/metabolismo , Homeostasis , Humanos , Hiperglucemia/metabolismo , Hiperinsulinismo/metabolismo , Masculino , Ratones , Fosforilación , ARN Mensajero/análisis , ARN Mensajero/genética , Factores de Transcripción/metabolismo , Transcripción Genética/efectos de los fármacos
5.
Nat Chem Biol ; 12(2): 102-8, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26656089

RESUMEN

High cancer death rates indicate the need for new anticancer therapeutic agents. Approaches to discovering new cancer drugs include target-based drug discovery and phenotypic screening. Here, we identified phosphodiesterase 3A modulators as cell-selective cancer cytotoxic compounds through phenotypic compound library screening and target deconvolution by predictive chemogenomics. We found that sensitivity to 6-(4-(diethylamino)-3-nitrophenyl)-5-methyl-4,5-dihydropyridazin-3(2H)-one, or DNMDP, across 766 cancer cell lines correlates with expression of the gene PDE3A, encoding phosphodiesterase 3A. Like DNMDP, a subset of known PDE3A inhibitors kill selected cancer cells, whereas others do not. Furthermore, PDE3A depletion leads to DNMDP resistance. We demonstrated that DNMDP binding to PDE3A promotes an interaction between PDE3A and Schlafen 12 (SLFN12), suggestive of a neomorphic activity. Coexpression of SLFN12 with PDE3A correlates with DNMDP sensitivity, whereas depletion of SLFN12 results in decreased DNMDP sensitivity. Our results implicate PDE3A modulators as candidate cancer therapeutic agents and demonstrate the power of predictive chemogenomics in small-molecule discovery.


Asunto(s)
Fosfodiesterasas de Nucleótidos Cíclicos Tipo 3/metabolismo , Citotoxinas/farmacología , Neoplasias/terapia , Piridazinas/química , Piridazinas/farmacología , Línea Celular , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Citotoxinas/química , Citotoxinas/aislamiento & purificación , Sistemas de Liberación de Medicamentos , Activación Enzimática/efectos de los fármacos , Inhibidores Enzimáticos/farmacología , Genómica , Humanos , Immunoblotting
6.
Nature ; 475(7355): 231-4, 2011 Jul 13.
Artículo en Inglés | MEDLINE | ID: mdl-21753854

RESUMEN

Malignant transformation, driven by gain-of-function mutations in oncogenes and loss-of-function mutations in tumour suppressor genes, results in cell deregulation that is frequently associated with enhanced cellular stress (for example, oxidative, replicative, metabolic and proteotoxic stress, and DNA damage). Adaptation to this stress phenotype is required for cancer cells to survive, and consequently cancer cells may become dependent upon non-oncogenes that do not ordinarily perform such a vital function in normal cells. Thus, targeting these non-oncogene dependencies in the context of a transformed genotype may result in a synthetic lethal interaction and the selective death of cancer cells. Here we used a cell-based small-molecule screening and quantitative proteomics approach that resulted in the unbiased identification of a small molecule that selectively kills cancer cells but not normal cells. Piperlongumine increases the level of reactive oxygen species (ROS) and apoptotic cell death in both cancer cells and normal cells engineered to have a cancer genotype, irrespective of p53 status, but it has little effect on either rapidly or slowly dividing primary normal cells. Significant antitumour effects are observed in piperlongumine-treated mouse xenograft tumour models, with no apparent toxicity in normal mice. Moreover, piperlongumine potently inhibits the growth of spontaneously formed malignant breast tumours and their associated metastases in mice. Our results demonstrate the ability of a small molecule to induce apoptosis selectively in cells that have a cancer genotype, by targeting a non-oncogene co-dependency acquired through the expression of the cancer genotype in response to transformation-induced oxidative stress.


Asunto(s)
Apoptosis/efectos de los fármacos , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Dioxolanos/farmacología , Estrés Oxidativo/efectos de los fármacos , Especies Reactivas de Oxígeno/metabolismo , Animales , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Línea Celular , Línea Celular Tumoral , Transformación Celular Neoplásica , Ensayo Cometa , Daño del ADN/efectos de los fármacos , Dioxolanos/efectos adversos , Dioxolanos/química , Genotipo , Ratones , Metástasis de la Neoplasia/tratamiento farmacológico , Metástasis de la Neoplasia/patología , Bibliotecas de Moléculas Pequeñas/química , Ensayos Antitumor por Modelo de Xenoinjerto
8.
Mol Cell ; 32(6): 838-48, 2008 Dec 26.
Artículo en Inglés | MEDLINE | ID: mdl-19111663

RESUMEN

Cells transiently adapt to hypoxia by globally decreasing protein translation. However, specific proteins needed to respond to hypoxia evade this translational repression. The mechanisms of this phenomenon remain unclear. We screened for and identified small molecules that selectively decrease HIF-2a translation in an mTOR-independent manner, by enhancing the binding of Iron-Regulatory Protein 1 (IRP1) to a recently reported iron-responsive element (IRE) within the 5'-untranslated region (UTR) of the HIF-2a message. Knocking down the expression of IRP1 by shRNA abolished the effect of the compounds. Hypoxia derepresses HIF-2a translation by disrupting the IRP1-HIF-2a IRE interaction. Thus, this chemical genetic analysis describes a molecular mechanism by which translation of the HIF-2a message is maintained during conditions of cellular hypoxia through inhibition of IRP-1-dependent repression. It also provides the chemical tools for studying this phenomenon.


Asunto(s)
Regiones no Traducidas 5'/genética , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/genética , Hierro/metabolismo , Oxígeno/farmacología , Biosíntesis de Proteínas/efectos de los fármacos , Elementos de Respuesta/genética , Bibliotecas de Moléculas Pequeñas/farmacología , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/biosíntesis , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Hipoxia de la Célula/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Medios de Cultivo Condicionados , Relación Dosis-Respuesta a Droga , Células Endoteliales/citología , Células Endoteliales/efectos de los fármacos , Células Endoteliales/metabolismo , Perfilación de la Expresión Génica , Regulación de la Expresión Génica/efectos de los fármacos , Humanos , Quelantes del Hierro/farmacología , Proteínas Reguladoras del Hierro/metabolismo , Unión Proteica/efectos de los fármacos , Proteínas Quinasas/metabolismo , Estabilidad Proteica/efectos de los fármacos , Estabilidad del ARN/efectos de los fármacos , ARN Mensajero/genética , ARN Mensajero/metabolismo , Receptores de Transferrina/genética , Receptores de Transferrina/metabolismo , Bibliotecas de Moléculas Pequeñas/análisis , Serina-Treonina Quinasas TOR
9.
PLoS Genet ; 9(5): e1003487, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23696745

RESUMEN

Although genetic and non-genetic studies in mouse and human implicate the CD40 pathway in rheumatoid arthritis (RA), there are no approved drugs that inhibit CD40 signaling for clinical care in RA or any other disease. Here, we sought to understand the biological consequences of a CD40 risk variant in RA discovered by a previous genome-wide association study (GWAS) and to perform a high-throughput drug screen for modulators of CD40 signaling based on human genetic findings. First, we fine-map the CD40 risk locus in 7,222 seropositive RA patients and 15,870 controls, together with deep sequencing of CD40 coding exons in 500 RA cases and 650 controls, to identify a single SNP that explains the entire signal of association (rs4810485, P = 1.4×10(-9)). Second, we demonstrate that subjects homozygous for the RA risk allele have ∼33% more CD40 on the surface of primary human CD19+ B lymphocytes than subjects homozygous for the non-risk allele (P = 10(-9)), a finding corroborated by expression quantitative trait loci (eQTL) analysis in peripheral blood mononuclear cells from 1,469 healthy control individuals. Third, we use retroviral shRNA infection to perturb the amount of CD40 on the surface of a human B lymphocyte cell line (BL2) and observe a direct correlation between amount of CD40 protein and phosphorylation of RelA (p65), a subunit of the NF-κB transcription factor. Finally, we develop a high-throughput NF-κB luciferase reporter assay in BL2 cells activated with trimerized CD40 ligand (tCD40L) and conduct an HTS of 1,982 chemical compounds and FDA-approved drugs. After a series of counter-screens and testing in primary human CD19+ B cells, we identify 2 novel chemical inhibitors not previously implicated in inflammation or CD40-mediated NF-κB signaling. Our study demonstrates proof-of-concept that human genetics can be used to guide the development of phenotype-based, high-throughput small-molecule screens to identify potential novel therapies in complex traits such as RA.


Asunto(s)
Artritis Reumatoide/tratamiento farmacológico , Artritis Reumatoide/genética , Antígenos CD40/antagonistas & inhibidores , Antígenos CD40/genética , Evaluación Preclínica de Medicamentos , Alelos , Animales , Antígenos CD19/genética , Artritis Reumatoide/patología , Linfocitos B/citología , Linfocitos B/metabolismo , Antígenos CD40/metabolismo , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Ensayos Analíticos de Alto Rendimiento , Humanos , Ratones , FN-kappa B/genética , FN-kappa B/metabolismo , Sitios de Carácter Cuantitativo/genética , Transducción de Señal , Bibliotecas de Moléculas Pequeñas/química , Bibliotecas de Moléculas Pequeñas/farmacología
10.
Nat Chem Biol ; 9(12): 840-848, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24161946

RESUMEN

Efforts to develop more effective therapies for acute leukemia may benefit from high-throughput screening systems that reflect the complex physiology of the disease, including leukemia stem cells (LSCs) and supportive interactions with the bone marrow microenvironment. The therapeutic targeting of LSCs is challenging because LSCs are highly similar to normal hematopoietic stem and progenitor cells (HSPCs) and are protected by stromal cells in vivo. We screened 14,718 compounds in a leukemia-stroma co-culture system for inhibition of cobblestone formation, a cellular behavior associated with stem-cell function. Among those compounds that inhibited malignant cells but spared HSPCs was the cholesterol-lowering drug lovastatin. Lovastatin showed anti-LSC activity in vitro and in an in vivo bone marrow transplantation model. Mechanistic studies demonstrated that the effect was on target, via inhibition of HMG-CoA reductase. These results illustrate the power of merging physiologically relevant models with high-throughput screening.


Asunto(s)
Antineoplásicos/farmacología , Ensayos de Selección de Medicamentos Antitumorales/métodos , Leucemia , Células Madre Neoplásicas/efectos de los fármacos , Línea Celular Tumoral , Células Madre Hematopoyéticas , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/farmacología , Lovastatina/farmacología , Células Madre Neoplásicas/citología , Células Madre Neoplásicas/fisiología
11.
J Biol Chem ; 288(44): 31567-80, 2013 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-24043618

RESUMEN

RAD54, an important homologous recombination protein, is a member of the SWI2/SNF2 family of ATPase-dependent DNA translocases. In vitro, RAD54 stimulates RAD51-mediated DNA strand exchange and promotes branch migration of Holliday junctions. It is thought that an ATPase-dependent DNA translocation is required for both of these RAD54 activities. Here we identified, by high-throughput screening, a specific RAD54 inhibitor, streptonigrin (SN), and used it to investigate the mechanisms of RAD54 activities. We found that SN specifically targets the RAD54 ATPase, but not DNA binding, through direct interaction with RAD54 and generation of reactive oxygen species. Consistent with the dependence of branch migration (BM) on the ATPase-dependent DNA translocation of RAD54, SN inhibited RAD54 BM. Surprisingly, the ability of RAD54 to stimulate RAD51 DNA strand exchange was not significantly affected by SN, indicating a relatively smaller role of RAD54 DNA translocation in this process. Thus, the use of SN enabled us to identify important differences in the effect of the RAD54 ATPase and DNA translocation on two major activities of RAD54, BM of Holliday junctions and stimulation of DNA pairing.


Asunto(s)
Antibióticos Antineoplásicos/farmacología , ADN Helicasas/antagonistas & inhibidores , ADN Helicasas/metabolismo , Enzimas Reparadoras del ADN/antagonistas & inhibidores , Enzimas Reparadoras del ADN/metabolismo , ADN de Hongos/metabolismo , Proteínas de Saccharomyces cerevisiae/antagonistas & inhibidores , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/enzimología , Estreptonigrina/farmacología , Adenosina Trifosfatasas/genética , Adenosina Trifosfatasas/metabolismo , ADN Helicasas/genética , Enzimas Reparadoras del ADN/genética , ADN Cruciforme/genética , ADN Cruciforme/metabolismo , ADN de Hongos/genética , Recombinación Homóloga/efectos de los fármacos , Recombinación Homóloga/fisiología , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Factores de Transcripción/genética , Factores de Transcripción/metabolismo
12.
Proc Natl Acad Sci U S A ; 108(21): 8773-8, 2011 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-21555567

RESUMEN

Activating K-RAS mutations are the most frequent oncogenic mutations in human cancer. Numerous downstream signaling pathways have been shown to be deregulated by oncogenic K-ras. However, to date there are still no effective targeted therapies for this genetically defined subset of patients. Here we report the results of a small molecule, synthetic lethal screen using mouse embryonic fibroblasts derived from a mouse model harboring a conditional oncogenic K-ras(G12D) allele. Among the >50,000 compounds screened, we identified a class of drugs with selective activity against oncogenic K-ras-expressing cells. The most potent member of this class, lanperisone, acts by inducing nonapoptotic cell death in a cell cycle- and translation-independent manner. The mechanism of cell killing involves the induction of reactive oxygen species that are inefficiently scavenged in K-ras mutant cells, leading to oxidative stress and cell death. In mice, treatment with lanperisone suppresses the growth of K-ras-driven tumors without overt toxicity. Our findings establish the specific antitumor activity of lanperisone and reveal oxidative stress pathways as potential targets in Ras-mediated malignancies.


Asunto(s)
Neoplasias/tratamiento farmacológico , Estrés Oxidativo/efectos de los fármacos , Proteínas ras , Animales , Antineoplásicos/farmacología , Muerte Celular/efectos de los fármacos , Células Cultivadas , Evaluación Preclínica de Medicamentos , Fibroblastos/citología , Ratones , Neoplasias/metabolismo , Neoplasias/patología , Especies Reactivas de Oxígeno/agonistas
13.
J Comput Aided Mol Des ; 27(5): 455-68, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23585218

RESUMEN

Integration of flexible data-analysis tools with cheminformatics methods is a prerequisite for successful identification and validation of "hits" in high-throughput screening (HTS) campaigns. We have designed, developed, and implemented a suite of robust yet flexible cheminformatics tools to support HTS activities at the Broad Institute, three of which are described herein. The "hit-calling" tool allows a researcher to set a hit threshold that can be varied during downstream analysis. The results from the hit-calling exercise are reported to a database for record keeping and further data analysis. The "cherry-picking" tool enables creation of an optimized list of hits for confirmatory and follow-up assays from an HTS hit list. This tool allows filtering by computed chemical property and by substructure. In addition, similarity searches can be performed on hits of interest and sets of related compounds can be selected. The third tool, an "S/SAR viewer," has been designed specifically for the Broad Institute's diversity-oriented synthesis (DOS) collection. The compounds in this collection are rich in chiral centers and the full complement of all possible stereoisomers of a given compound are present in the collection. The S/SAR viewer allows rapid identification of both structure/activity relationships and stereo-structure/activity relationships present in HTS data from the DOS collection. Together, these tools enable the prioritization and analysis of hits from diverse compound collections, and enable informed decisions for follow-up biology and chemistry efforts.


Asunto(s)
Diseño de Fármacos , Ensayos Analíticos de Alto Rendimiento , Relación Estructura-Actividad , Algoritmos , Técnicas Químicas Combinatorias , Bases de Datos Factuales , Humanos
14.
Proc Natl Acad Sci U S A ; 106(12): 4617-22, 2009 Mar 24.
Artículo en Inglés | MEDLINE | ID: mdl-19255428

RESUMEN

Most small-molecule probes and drugs alter cell circuitry by interacting with 1 or more proteins. A complete understanding of the interacting proteins and their associated protein complexes, whether the compounds are discovered by cell-based phenotypic or target-based screens, is extremely rare. Such a capability is expected to be highly illuminating--providing strong clues to the mechanisms used by small-molecules to achieve their recognized actions and suggesting potential unrecognized actions. We describe a powerful method combining quantitative proteomics (SILAC) with affinity enrichment to provide unbiased, robust and comprehensive identification of the proteins that bind to small-molecule probes and drugs. The method is scalable and general, requiring little optimization across different compound classes, and has already had a transformative effect on our studies of small-molecule probes. Here, we describe in full detail the application of the method to identify targets of kinase inhibitors and immunophilin binders.


Asunto(s)
Sondas Moleculares/metabolismo , Preparaciones Farmacéuticas/metabolismo , Proteínas/metabolismo , Carbazoles/metabolismo , Células HeLa , Humanos , Inmunofilinas/química , Inmunofilinas/metabolismo , Alcaloides Indólicos/metabolismo , Marcaje Isotópico , Ligandos , Microesferas , Proteínas Asociadas a Microtúbulos/metabolismo , Inhibidores de Proteínas Quinasas/metabolismo , Proteínas Quinasas/metabolismo , Proteómica , Solubilidad
15.
Nucleic Acids Res ; 36(Database issue): D351-9, 2008 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-17947324

RESUMEN

ChemBank (http://chembank.broad.harvard.edu/) is a public, web-based informatics environment developed through a collaboration between the Chemical Biology Program and Platform at the Broad Institute of Harvard and MIT. This knowledge environment includes freely available data derived from small molecules and small-molecule screens and resources for studying these data. ChemBank is unique among small-molecule databases in its dedication to the storage of raw screening data, its rigorous definition of screening experiments in terms of statistical hypothesis testing, and its metadata-based organization of screening experiments into projects involving collections of related assays. ChemBank stores an increasingly varied set of measurements derived from cells and other biological assay systems treated with small molecules. Analysis tools are available and are continuously being developed that allow the relationships between small molecules, cell measurements, and cell states to be studied. Currently, ChemBank stores information on hundreds of thousands of small molecules and hundreds of biomedically relevant assays that have been performed at the Broad Institute by collaborators from the worldwide research community. The goal of ChemBank is to provide life scientists unfettered access to biomedically relevant data and tools heretofore available primarily in the private sector.


Asunto(s)
Bases de Datos Factuales , Evaluación Preclínica de Medicamentos , Bioensayo , Línea Celular , Fenómenos Químicos , Química , Biología Computacional , Gráficos por Computador , Internet , Preparaciones Farmacéuticas/química , Programas Informáticos , Interfaz Usuario-Computador
16.
Methods Mol Biol ; 486: 1-12, 2009.
Artículo en Inglés | MEDLINE | ID: mdl-19347612

RESUMEN

Cell-based assays represent approximately half of all high-throughput screens (HTS) currently performed. Here we review the history and status of HTS, and summarize some of the challenges and benefits associated with the use of cell-based assays in HTS, drawing upon themes that will reemerge in subsequent chapters in this book. Approaches for successful experimental design and execution of cell-based HTS are introduced, including strategies for assay development, implementation of primary and secondary screens, and target identification. In doing so, we hope to provide a comprehensive review of the cell-based HTS process and an introduction to the methodologies and techniques described in this book.


Asunto(s)
Bioensayo/métodos , Células/efectos de los fármacos , Técnicas Químicas Combinatorias/métodos , Evaluación Preclínica de Medicamentos/métodos , Animales , Humanos , Bibliotecas de Moléculas Pequeñas
17.
Cancer Res ; 66(18): 8935-42, 2006 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-16982730

RESUMEN

In 2002, the National Cancer Institute created the Initiative for Chemical Genetics (ICG), to enable public research using small molecules to accelerate the discovery of cancer-relevant small-molecule probes. The ICG is a public-access research facility consisting of a tightly integrated team of synthetic and analytical chemists, assay developers, high-throughput screening and automation engineers, computational scientists, and software developers. The ICG seeks to facilitate the cross-fertilization of synthetic chemistry and cancer biology by creating a research environment in which new scientific collaborations are possible. To date, the ICG has interacted with 76 biology laboratories from 39 institutions and more than a dozen organic synthetic chemistry laboratories around the country and in Canada. All chemistry and screening data are deposited into the ChemBank web site (http://chembank.broad.harvard.edu/) and are available to the entire research community within a year of generation. ChemBank is both a data repository and a data analysis environment, facilitating the exploration of chemical and biological information across many different assays and small molecules. This report outlines how the ICG functions, how researchers can take advantage of its screening, chemistry and informatic capabilities, and provides a brief summary of some of the many important research findings.


Asunto(s)
Antineoplásicos/química , Antineoplásicos/farmacología , Biología Computacional/métodos , Diseño de Fármacos , Genómica/métodos , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Bases de Datos Genéticas , Ensayos de Selección de Medicamentos Antitumorales , Humanos , Modelos Moleculares , Sondas Moleculares , National Institutes of Health (U.S.) , Estados Unidos
18.
Curr Biol ; 12(21): 1864-70, 2002 Oct 29.
Artículo en Inglés | MEDLINE | ID: mdl-12419188

RESUMEN

In eukaryotic cells, dynamic rearrangement of the actin cytoskeleton is critical for cell division. In the yeast Saccharomyces cerevisiae, three main structures constitute the actin cytoskeleton: cortical actin patches, cytoplasmic actin cables, and the actin-based cytokinetic ring. The conserved Arp2/3 complex and a WASP-family protein mediate actin patch formation, whereas the yeast formins (Bni1 and Bnr1) promote assembly of actin cables. However, the mechanism of actin ring formation is currently unclear. Here, we show that actin filaments are required for cytokinesis in S. cerevisiae, and that the actin ring is a highly dynamic structure that undergoes constant turnover. Assembly of the actin ring requires the formin-like proteins and profilin, but is not Arp2/3-mediated. Furthermore, the formin-dependent actin ring assembly pathway is regulated by the Rho-type GTPase Rho1 but not Cdc42. Finally, we show that the formins are not required for localization of Cyk1/Iqg1, an IQGAP-like protein previously shown to be required for actin ring formation, suggesting that formin-like proteins and Cyk1 act synergistically but independently in assembly of the actin ring.


Asunto(s)
Actinas/fisiología , Ciclo Celular/fisiología , Saccharomyces cerevisiae/citología , Proteínas de Unión al GTP rho/fisiología , Saccharomyces cerevisiae/fisiología , Proteínas de Saccharomyces cerevisiae
19.
Mol Biol Cell ; 14(2): 798-809, 2003 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-12589071

RESUMEN

In the budding yeast Saccharomyces cerevisiae, an actomyosin-based contractile ring is present during cytokinesis, as occurs in animal cells. However, the precise requirement for this structure during budding yeast cytokinesis has been controversial. Here we show that deletion of MYO1, the single myosin II gene, is lethal in a commonly used strain background. The terminal phenotype of myo1Delta is interconnected chains of cells, suggestive of a cytokinesis defect. To further investigate the role of Myo1p in cytokinesis, we conditionally disrupted Myo1 function by using either a dominant negative Myo1p construct or a strain where expression of Myo1p can be shut-off. Both ways of disruption of Myo1 function result in a failure in cytokinesis. Additionally, we show that a myo1Delta strain previously reported to grow nearly as well as the wild type contains a single genetic suppressor that alleviates the severe cytokinesis defects of myo1Delta. Using fluorescence time-lapse imaging and electron microscopy techniques, we show that cytokinesis in this strain is achieved through formation of multiple aberrant septa. Taken together, these results strongly suggest that the actomyosin ring is crucial for successful cytokinesis in budding yeast, but new cytokinetic mechanisms can evolve through genetic changes when myosin II function is impaired.


Asunto(s)
Miosina Tipo II/química , Miosina Tipo II/fisiología , Saccharomycetales/metabolismo , Actomiosina/metabolismo , División Celular , Genes Dominantes , Vectores Genéticos , Genotipo , Microscopía Confocal , Microscopía Electrónica , Microscopía Fluorescente , Modelos Biológicos , Miosina Tipo II/genética , Fenotipo , Plásmidos/metabolismo , Saccharomyces cerevisiae/metabolismo , Factores de Tiempo
20.
BMC Biol ; 4: 19, 2006 Jun 26.
Artículo en Inglés | MEDLINE | ID: mdl-16800887

RESUMEN

BACKGROUND: All eukaryotes with the exception of plants use an actomyosin ring to generate a constriction force at the site of cell division (cleavage furrow) during mitosis and meiosis. The structure and filament forming abilities located in the C-terminal or tail region of one of the main components, myosin II, are important for localising the molecule to the contractile ring (CR) during cytokinesis. However, it remains poorly understood how myosin II is recruited to the site of cell division and how this recruitment relates to myosin filament assembly. Significant conservation between species of the components involved in cytokinesis, including those of the CR, allows the use of easily genetically manipulated organisms, such as budding yeast (Saccharomyces cerevisiae), in the study of cytokinesis. Budding yeast has a single myosin II protein, named Myo1. Unlike most other class II myosins, the tail of Myo1 has an irregular coiled coil. In this report we use molecular genetics, biochemistry and live cell imaging to characterize the minimum localisation domain (MLD) of budding yeast Myo1. RESULTS: We show that the MLD is a small region in the centre of the tail of Myo1 and that it is both necessary and sufficient for localisation of Myo1 to the yeast bud neck, the pre-determined site of cell division. Hydrodynamic measurements of the MLD, purified from bacteria or yeast, show that it is likely to exist as a trimer. We also examine the importance of a small region of low coiled coil forming probability within the MLD, which we call the hinge region. Removal of the hinge region prevents contraction of the CR. Using fluorescence recovery after photobleaching (FRAP), we show that GFP-tagged MLD is slightly more dynamic than the GFP-tagged full length molecule but less dynamic than the GFP-tagged Myo1 construct lacking the hinge region. CONCLUSION: Our results define the intrinsic determinant for the localization of budding yeast myosin II and show it to be an oligomer of tentatively 3 monomers. We suggest that this is the minimum oligomeric unit (rather than the traditional myosin II dimer) that would allow specific assembly to the site of cytokinesis in a manner similar to the full length molecule. The flexible hinge region also contributes to CR structural integrity and contractility.


Asunto(s)
División Celular , Cadenas Pesadas de Miosina/genética , Miosina Tipo II/genética , Proteínas de Saccharomyces cerevisiae/genética , Saccharomycetales/genética , Recuperación de Fluorescencia tras Fotoblanqueo , Estructura Terciaria de Proteína , Saccharomycetales/citología
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