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1.
ACS Chem Biol ; 19(4): 938-952, 2024 Apr 19.
Artículo en Inglés | MEDLINE | ID: mdl-38565185

RESUMEN

Phenotypic assays have become an established approach to drug discovery. Greater disease relevance is often achieved through cellular models with increased complexity and more detailed readouts, such as gene expression or advanced imaging. However, the intricate nature and cost of these assays impose limitations on their screening capacity, often restricting screens to well-characterized small compound sets such as chemogenomics libraries. Here, we outline a cheminformatics approach to identify a small set of compounds with likely novel mechanisms of action (MoAs), expanding the MoA search space for throughput limited phenotypic assays. Our approach is based on mining existing large-scale, phenotypic high-throughput screening (HTS) data. It enables the identification of chemotypes that exhibit selectivity across multiple cell-based assays, which are characterized by persistent and broad structure activity relationships (SAR). We validate the effectiveness of our approach in broad cellular profiling assays (Cell Painting, DRUG-seq, and Promotor Signature Profiling) and chemical proteomics experiments. These experiments revealed that the compounds behave similarly to known chemogenetic libraries, but with a notable bias toward novel protein targets. To foster collaboration and advance research in this area, we have curated a public set of such compounds based on the PubChem BioAssay dataset and made it available for use by the scientific community.


Asunto(s)
Descubrimiento de Drogas , Ensayos Analíticos de Alto Rendimiento , Bibliotecas de Moléculas Pequeñas , Descubrimiento de Drogas/métodos , Ensayos Analíticos de Alto Rendimiento/métodos , Quimioinformática/métodos , Bibliotecas de Moléculas Pequeñas/química , Relación Estructura-Actividad
2.
Cell Death Dis ; 13(1): 45, 2022 01 10.
Artículo en Inglés | MEDLINE | ID: mdl-35013112

RESUMEN

PHY34 is a synthetic small molecule, inspired by a compound naturally occurring in tropical plants of the Phyllanthus genus. PHY34 was developed to have potent in vitro and in vivo anticancer activity against high grade serous ovarian cancer (HGSOC) cells. Mechanistically, PHY34 induced apoptosis in ovarian cancer cells by late-stage autophagy inhibition. Furthermore, PHY34 significantly reduced tumor burden in a xenograft model of ovarian cancer. In order to identify its molecular target/s, we undertook an unbiased approach utilizing mass spectrometry-based chemoproteomics. Protein targets from the nucleocytoplasmic transport pathway were identified from the pulldown assay with the cellular apoptosis susceptibility (CAS) protein, also known as CSE1L, representing a likely candidate protein. A tumor microarray confirmed data from mRNA expression data in public databases that CAS expression was elevated in HGSOC and correlated with worse clinical outcomes. Overexpression of CAS reduced PHY34 induced apoptosis in ovarian cancer cells based on PARP cleavage and Annexin V staining. Compounds with a diphyllin structure similar to PHY34 have been shown to inhibit the ATP6V0A2 subunit of V(vacuolar)-ATPase. Therefore, ATP6V0A2 wild-type and ATP6V0A2 V823 mutant cell lines were tested with PHY34, and it was able to induce cell death in the wild-type at 246 pM while the mutant cells were resistant up to 55.46 nM. Overall, our data demonstrate that PHY34 is a promising small molecule for cancer therapy that targets the ATP6V0A2 subunit to induce autophagy inhibition while interacting with CAS and altering nuclear localization of proteins.


Asunto(s)
Antineoplásicos/farmacología , Autofagia/efectos de los fármacos , Núcleo Celular/metabolismo , Proteína de Susceptibilidad a Apoptosis Celular/metabolismo , Cistadenocarcinoma Seroso/metabolismo , Neoplasias Ováricas/metabolismo , ATPasas de Translocación de Protón/antagonistas & inhibidores , Transporte Activo de Núcleo Celular/efectos de los fármacos , Antineoplásicos/metabolismo , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Proteína de Susceptibilidad a Apoptosis Celular/genética , Cistadenocarcinoma Seroso/tratamiento farmacológico , Cistadenocarcinoma Seroso/patología , Femenino , Humanos , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/patología , Phyllanthus/química , Pronóstico
3.
Mol Cancer Res ; 17(8): 1721-1734, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31043489

RESUMEN

Mutation or deletion of Neurofibromin 1 (NF1), an inhibitor of RAS signaling, frequently occurs in epithelial ovarian cancer (EOC), supporting therapies that target downstream RAS effectors, such as the RAF-MEK-ERK pathway. However, no comprehensive studies have been carried out testing the efficacy of MEK inhibition in NF1-deficient EOC. Here, we performed a detailed characterization of MEK inhibition in NF1-deficient EOC cell lines using kinome profiling and RNA sequencing. Our studies showed MEK inhibitors (MEKi) were ineffective at providing durable growth inhibition in NF1-deficient cells due to kinome reprogramming. MEKi-mediated destabilization of FOSL1 resulted in induced expression of receptor tyrosine kinases (RTK) and their downstream RAF and PI3K signaling, thus overcoming MEKi therapy. MEKi synthetic enhancement screens identified BRD2 and BRD4 as integral mediators of the MEKi-induced RTK signatures. Inhibition of bromo and extra terminal (BET) proteins using BET bromodomain inhibitors blocked MEKi-induced RTK reprogramming, indicating that BRD2 and BRD4 represent promising therapeutic targets in combination with MEKi to block resistance due to kinome reprogramming in NF1-deficient EOC. IMPLICATIONS: Our findings suggest MEK inhibitors will likely not be effective as single-agent therapies in NF1-deficient EOC due to kinome reprogramming. Cotargeting BET proteins in combination with MEKis to block reprogramming at the transcriptional level may provide an epigenetic strategy to overcome MEKi resistance in NF1-deficient EOC.


Asunto(s)
Proteínas de Ciclo Celular/antagonistas & inhibidores , Resistencia a Antineoplásicos/efectos de los fármacos , MAP Quinasa Quinasa 1/antagonistas & inhibidores , Neurofibromina 1/deficiencia , Neoplasias Ováricas/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/farmacología , Factores de Transcripción/antagonistas & inhibidores , Quimioterapia Combinada , Femenino , Humanos , Sistema de Señalización de MAP Quinasas , Neoplasias Ováricas/metabolismo , Neoplasias Ováricas/patología , Proteínas Tirosina Quinasas Receptoras/antagonistas & inhibidores , Transducción de Señal , Células Tumorales Cultivadas
4.
Cell Rep ; 16(5): 1273-1286, 2016 08 02.
Artículo en Inglés | MEDLINE | ID: mdl-27452461

RESUMEN

Small-molecule BET bromodomain inhibitors (BETis) are actively being pursued in clinical trials for the treatment of a variety of cancers, but the mechanisms of resistance to BETis remain poorly understood. Using a mass spectrometry approach that globally measures kinase signaling at the proteomic level, we evaluated the response of the kinome to targeted BETi treatment in a panel of BRD4-dependent ovarian carcinoma (OC) cell lines. Despite initial inhibitory effects of BETi, OC cells acquired resistance following sustained treatment with the BETi JQ1. Through application of multiplexed inhibitor beads (MIBs) and mass spectrometry, we demonstrate that BETi resistance is mediated by adaptive kinome reprogramming, where activation of compensatory pro-survival kinase networks overcomes BET protein inhibition. Furthermore, drug combinations blocking these kinases may prevent or delay the development of drug resistance and enhance the efficacy of BETi therapy.


Asunto(s)
Antineoplásicos/farmacología , Proteínas Nucleares/metabolismo , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/metabolismo , Inhibidores de Proteínas Quinasas/farmacología , Proteínas/metabolismo , Factores de Transcripción/metabolismo , Proteínas de Ciclo Celular , Línea Celular Tumoral , Resistencia a Antineoplásicos/fisiología , Femenino , Humanos , Proteómica/métodos , Transducción de Señal/fisiología
5.
PLoS One ; 9(12): e114126, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25474591

RESUMEN

The process of myogenesis includes the recognition, adhesion, and fusion of committed myoblasts into multinucleate syncytia. In the larval body wall muscles of Drosophila, this elaborate process is initiated by Founder Cells and Fusion-Competent Myoblasts (FCMs), and cell adhesion molecules Kin-of-IrreC (Kirre) and Sticks-and-stones (Sns) on their respective surfaces. The FCMs appear to provide the driving force for fusion, via the assembly of protrusions associated with branched F-actin and the WASp, SCAR and Arp2/3 pathways. In the present study, we utilize the dorsal pharyngeal musculature that forms in the Drosophila embryo as a model to explore myoblast fusion and visualize the fusion process in live embryos. These muscles rely on the same cell types and genes as the body wall muscles, but are amenable to live imaging since they do not undergo extensive morphogenetic movement during formation. Time-lapse imaging with F-actin and membrane markers revealed dynamic FCM-associated actin-enriched protrusions that rapidly extend and retract into the myotube from different sites within the actin focus. Ultrastructural analysis of this actin-enriched area showed that they have two morphologically distinct structures: wider invasions and/or narrow filopodia that contain long linear filaments. Consistent with this, formin Diaphanous (Dia) and branched actin nucleator, Arp3, are found decorating the filopodia or enriched at the actin focus, respectively, indicating that linear actin is present along with branched actin at sites of fusion in the FCM. Gain-of-function Dia and loss-of-function Arp3 both lead to fusion defects, a decrease of F-actin foci and prominent filopodia from the FCMs. We also observed differential endocytosis of cell surface components at sites of fusion, with actin reorganizing factors, WASp and SCAR, and Kirre remaining on the myotube surface and Sns preferentially taken up with other membrane proteins into early endosomes and lysosomes in the myotube.


Asunto(s)
Actinas/metabolismo , Proteínas Portadoras/metabolismo , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/citología , Endocitosis , Imagen Molecular , Mioblastos/citología , Seudópodos/metabolismo , Complejo 2-3 Proteico Relacionado con la Actina/metabolismo , Animales , Fusión Celular , Membrana Celular/metabolismo , Membrana Celular/ultraestructura , Drosophila melanogaster/embriología , Drosophila melanogaster/ultraestructura , Forminas , Regulación de la Expresión Génica , Fibras Musculares Esqueléticas/citología , Mioblastos/ultraestructura , Músculos Faríngeos/citología , Músculos Faríngeos/embriología , Seudópodos/ultraestructura
6.
Development ; 138(8): 1551-62, 2011 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21389053

RESUMEN

Myoblast fusion is an intricate process that is initiated by cell recognition and adhesion, and culminates in cell membrane breakdown and formation of multinucleate syncytia. In the Drosophila embryo, this process occurs asymmetrically between founder cells that pattern the musculature and fusion-competent myoblasts (FCMs) that account for the bulk of the myoblasts. The present studies clarify and amplify current models of myoblast fusion in several important ways. We demonstrate that the non-conventional guanine nucleotide exchange factor (GEF) Mbc plays a fundamental role in the FCMs, where it functions to activate Rac1, but is not required in the founder cells for fusion. Mbc, active Rac1 and F-actin foci are highly enriched in the FCMs, where they localize to the Sns:Kirre junction. Furthermore, Mbc is crucial for the integrity of the F-actin foci and the FCM cytoskeleton, presumably via its activation of Rac1 in these cells. Finally, the local asymmetric distribution of these proteins at adhesion sites is reminiscent of invasive podosomes and, consistent with this model, they are enriched at sites of membrane deformation, where the FCM protrudes into the founder cell/myotube. These data are consistent with models promoting actin polymerization as the driving force for myoblast fusion.


Asunto(s)
Actinas/metabolismo , Proteínas del Citoesqueleto/metabolismo , Proteínas de Drosophila/metabolismo , Mioblastos/citología , Mioblastos/metabolismo , Proteínas de Unión al GTP rac/metabolismo , Actinas/genética , Animales , Fusión Celular , Células Cultivadas , Proteínas del Citoesqueleto/genética , Drosophila , Proteínas de Drosophila/genética , Técnica del Anticuerpo Fluorescente , Inmunohistoquímica , Microscopía Confocal , Proteínas de Unión al GTP rac/genética
7.
Development ; 136(7): 1159-68, 2009 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-19270174

RESUMEN

The body wall muscle of a Drosophila larva is generated by fusion between founder cells and fusion-competent myoblasts (FCMs). Initially, a founder cell recognizes and fuses with one or two FCMs to form a muscle precursor, then the developing syncitia fuses with additional FCMs to form a muscle fiber. These interactions require members of the immunoglobulin superfamily (IgSF), with Kin-of-IrreC (Kirre) and Roughest (Rst) functioning redundantly in the founder cell and Sticks-and-stones (Sns) serving as their ligand in the FCMs. Previous studies have not resolved the role of Hibris (Hbs), a paralog of Sns, suggesting that it functions as a positive regulator of myoblast fusion and as a negative regulator that antagonizes the activity of Sns. The results herein resolve this issue, demonstrating that sns and hbs function redundantly in the formation of several muscle precursors, and that loss of one copy of sns enhances the myoblast fusion phenotype of hbs mutants. We further show that excess Hbs rescues some fusion in sns mutant embryos beyond precursor formation, consistent with its ability to drive myoblast fusion, but show using chimeric molecules that Hbs functions less efficiently than Sns. In conjunction with a physical association between Hbs and SNS in cis, these data account for the previously observed UAS-hbs overexpression phenotypes. Lastly, we demonstrate that either an Hbs or Sns cytodomain is essential for muscle precursor formation, and signaling from IgSF members found exclusively in the founder cells is not sufficient to direct precursor formation.


Asunto(s)
Proteínas de Drosophila/metabolismo , Drosophila/embriología , Drosophila/metabolismo , Inmunoglobulinas/metabolismo , Proteínas de la Membrana/metabolismo , Mioblastos/metabolismo , Animales , Animales Modificados Genéticamente , Secuencia de Bases , Adhesión Celular , Fusión Celular , Cartilla de ADN/genética , Drosophila/genética , Proteínas de Drosophila/química , Proteínas de Drosophila/genética , Genes de Insecto , Inmunoglobulinas/química , Inmunoglobulinas/genética , Proteínas de la Membrana/química , Proteínas de la Membrana/genética , Desarrollo de Músculos/genética , Desarrollo de Músculos/fisiología , Mutación , Mioblastos/citología , Fenotipo , Estructura Terciaria de Proteína , Transducción de Señal
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