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1.
Cell ; 165(2): 357-71, 2016 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-27058666

RESUMO

We report a mechanism through which the transcription machinery directly controls topoisomerase 1 (TOP1) activity to adjust DNA topology throughout the transcription cycle. By comparing TOP1 occupancy using chromatin immunoprecipitation sequencing (ChIP-seq) versus TOP1 activity using topoisomerase 1 sequencing (TOP1-seq), a method reported here to map catalytically engaged TOP1, TOP1 bound at promoters was discovered to become fully active only after pause-release. This transition coupled the phosphorylation of the carboxyl-terminal-domain (CTD) of RNA polymerase II (RNAPII) with stimulation of TOP1 above its basal rate, enhancing its processivity. TOP1 stimulation is strongly dependent on the kinase activity of BRD4, a protein that phosphorylates Ser2-CTD and regulates RNAPII pause-release. Thus the coordinated action of BRD4 and TOP1 overcame the torsional stress opposing transcription as RNAPII commenced elongation but preserved negative supercoiling that assists promoter melting at start sites. This nexus between transcription and DNA topology promises to elicit new strategies to intercept pathological gene expression.


Assuntos
DNA Topoisomerases Tipo I/metabolismo , DNA/metabolismo , RNA Polimerase II/metabolismo , Transcrição Gênica , DNA/química , DNA Topoisomerases Tipo I/genética , Técnicas de Silenciamento de Genes , Humanos , Regiões Promotoras Genéticas , RNA Polimerase II/química , RNA Polimerase II/isolamento & purificação , Elongação da Transcrição Genética , Fatores de Transcrição/isolamento & purificação , Sítio de Iniciação de Transcrição
2.
Genes Chromosomes Cancer ; 59(8): 472-483, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32259323

RESUMO

Renal medullary carcinoma (RMC) is a rare, aggressive disease that predominantly afflicts individuals of African or Mediterranean descent with sickle cell trait. RMC comprises 1% of all renal cell carcinoma diagnoses with a median overall survival of 13 months. Patients are typically young (median age-22) and male (male:female ratio of 2:1) and tumors are characterized by complete loss of expression of the SMARCB1 tumor suppressor protein. Due to the low incidence of RMC and the disease's aggressiveness, treatment decisions are often based on case reports. Thus, it is critical to develop preclinical models of RMC to better understand the pathogenesis of this disease and to identify effective forms of therapy. Two novel cell line models, UOK353 and UOK360, were derived from primary RMCs that both demonstrated the characteristic SMARCB1 loss. Both cell lines overexpressed EZH2 and other members of the polycomb repressive complex and EZH2 inhibition in RMC tumor spheroids resulted in decreased viability. High throughput drug screening of both cell lines revealed several additional candidate compounds, including bortezomib that had both in vitro and in vivo antitumor activity. The activity of bortezomib was shown to be partially dependent on increased oxidative stress as addition of the N-acetyl cysteine antioxidant reduced the effect on cell proliferation. Combining bortezomib and cisplatin further decreased cell viability both in vitro and in vivo that single agent bortezomib treatment. The UOK353 and UOK360 cell lines represent novel preclinical models for the development of effective forms of therapy for RMC patients.


Assuntos
Carcinoma Medular/patologia , Neoplasias Renais/patologia , Cultura Primária de Células/métodos , Ensaios Antitumorais Modelo de Xenoenxerto/métodos , Animais , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico , Bortezomib/farmacologia , Bortezomib/uso terapêutico , Carcinoma Medular/tratamento farmacológico , Carcinoma Medular/genética , Autenticação de Linhagem Celular/métodos , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Cisplatino/farmacologia , Cisplatino/uso terapêutico , Proteína Potenciadora do Homólogo 2 de Zeste/genética , Proteína Potenciadora do Homólogo 2 de Zeste/metabolismo , Humanos , Neoplasias Renais/tratamento farmacológico , Neoplasias Renais/genética , Camundongos , Camundongos Nus , Proteína SMARCB1/genética , Proteína SMARCB1/metabolismo , Células Tumorais Cultivadas
3.
Hepatology ; 70(2): 563-576, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-30353932

RESUMO

Hepatocellular carcinoma (HCC) is the second most common cause of cancer-related death in the world. Therapeutic outcomes of HCC remain unsatisfactory, and novel treatments are urgently needed. GPC3 (glypican-3) is an emerging target for HCC, given the findings that 1) GPC3 is highly expressed in more than 70% of HCC; (2) elevated GPC3 expression is linked with poor HCC prognosis; and (3) GPC3-specific therapeutics, including immunotoxin, bispecific antibody and chimeric antigen receptor T cells. have shown promising results. Here, we postulate that GPC3 is a potential target of antibody-drug conjugates (ADCs) for treating liver cancer. To determine the payload for ADCs against liver cancer, we screened three large drug libraries (> 9,000 compounds) against HCC cell lines and found that the most potent drugs are DNA-damaging agents. Duocarmycin SA and pyrrolobenzodiazepine dimer were chosen as the payloads to construct two GPC3-specific ADCs: hYP7-DC and hYP7-PC. Both ADCs showed potency at picomolar concentrations against a panel of GPC3-positive cancer cell lines, but not GPC3 negative cell lines. To improve potency, we investigated the synergetic effect of hYP7-DC with approved drugs. Gemcitabine showed a synergetic effect with hYP7-DC in vitro and in vivo. Furthermore, single treatment of hYP7-PC induced tumor regression in multiple mouse models. Conclusion: We provide an example of an ADC targeting GPC3, suggesting a strategy for liver cancer therapy.


Assuntos
Carcinoma Hepatocelular/tratamento farmacológico , Glipicanas/antagonistas & inibidores , Imunoconjugados/uso terapêutico , Neoplasias Hepáticas/tratamento farmacológico , Animais , Linhagem Celular Tumoral , Feminino , Humanos , Camundongos
4.
Nucleic Acids Res ; 46(6): 2722-2732, 2018 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-29481610

RESUMO

Approaches to characterize the nucleic acid-binding properties of drugs and druglike small molecules are crucial to understanding the behavior of these compounds in cellular systems. Here, we use a Small Molecule Microarray (SMM) profiling approach to identify the preferential interaction between chlorhexidine, a widely used oral antiseptic, and the G-quadruplex (G4) structure in the KRAS oncogene promoter. The interaction of chlorhexidine and related drugs to the KRAS G4 is evaluated using multiple biophysical methods, including thermal melt, fluorescence titration and surface plasmon resonance (SPR) assays. Chlorhexidine has a specific low micromolar binding interaction with the G4, while related drugs have weaker and/or less specific interactions. Through NMR experiments and docking studies, we propose a plausible binding mode driven by both aromatic stacking and groove binding interactions. Additionally, cancer cell lines harbouring oncogenic mutations in the KRAS gene exhibit increased sensitivity to chlorhexidine. Treatment of breast cancer cells with chlorhexidine decreases KRAS protein levels, while a KRAS gene transiently expressed by a promoter lacking a G4 is not affected. This work confirms that known ligands bind broadly to G4 structures, while other drugs and druglike compounds can have more selective interactions that may be biologically relevant.


Assuntos
Anti-Infecciosos Locais/metabolismo , Clorexidina/metabolismo , Quadruplex G , Bibliotecas de Moléculas Pequenas/metabolismo , Anti-Infecciosos Locais/farmacologia , Sítios de Ligação , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Clorexidina/farmacologia , DNA/genética , DNA/metabolismo , Expressão Gênica/efeitos dos fármacos , Humanos , Ligantes , Espectroscopia de Ressonância Magnética , Regiões Promotoras Genéticas/genética , Proteínas Proto-Oncogênicas p21(ras)/genética , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , Bibliotecas de Moléculas Pequenas/farmacologia , Ressonância de Plasmônio de Superfície
5.
Mol Pharmacol ; 96(5): 629-640, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31515284

RESUMO

The ATP-binding cassette transporter P-glycoprotein (P-gp) is known to limit both brain penetration and oral bioavailability of many chemotherapy drugs. Although US Food and Drug Administration guidelines require that potential interactions of investigational drugs with P-gp be explored, often this information does not enter the literature. In response, we developed a high-throughput screen to identify substrates of P-gp from a series of chemical libraries, testing a total of 10,804 compounds, most of which have known mechanisms of action. We used the CellTiter-Glo viability assay to test library compounds against parental KB-3-1 human cervical adenocarcinoma cells and the colchicine-selected subline KB-8-5-11 that overexpresses P-gp. KB-8-5-11 cells were also tested in the presence of a P-gp inhibitor (tariquidar) to assess reversibility of transporter-mediated resistance. Of the tested compounds, a total of 90 P-gp substrates were identified, including 55 newly identified compounds. Substrates were confirmed using an orthogonal killing assay against human embryonic kidney-293 cells overexpressing P-gp. We confirmed that AT7159 (cyclin-dependent kinase inhibitor), AT9283, (Janus kinase 2/3 inhibitor), ispinesib (kinesin spindle protein inhibitor), gedatolisib (PKI-587, phosphoinositide 3-kinase/mammalian target of rampamycin inhibitor), GSK-690693 (AKT inhibitor), and KW-2478 (heat-shock protein 90 inhibitor) were substrates. In addition, we assessed direct ATPase stimulation. ABCG2 was also found to confer high levels of resistance to AT9283, GSK-690693, and gedatolisib, whereas ispinesib, AT7519, and KW-2478 were weaker substrates. Combinations of P-gp substrates and inhibitors were assessed to demonstrate on-target synergistic cell killing. These data identified compounds whose oral bioavailability or brain penetration may be affected by P-gp. SIGNIFICANCE STATEMENT: The ATP-binding cassette transporter P-glycoprotein (P-gp) is known to be expressed at barrier sites, where it acts to limit oral bioavailability and brain penetration of substrates. In order to identify novel compounds that are transported by P-gp, we developed a high-throughput screen using the KB-3-1 cancer cell line and its colchicine-selected subline KB-8-5-11. We screened the Mechanism Interrogation Plate (MIPE) library, the National Center for Advancing Translational Science (NCATS) pharmaceutical collection (NPC), the NCATS Pharmacologically Active Chemical Toolbox (NPACT), and a kinase inhibitor library comprising 977 compounds, for a total of 10,804 compounds. Of the 10,804 compounds screened, a total of 90 substrates were identified of which 55 were novel. P-gp expression may adversely affect the oral bioavailability or brain penetration of these compounds.


Assuntos
Membro 1 da Subfamília B de Cassetes de Ligação de ATP/metabolismo , Membro 2 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/metabolismo , Citotoxinas/metabolismo , Ensaios de Triagem em Larga Escala/métodos , Proteínas de Neoplasias/metabolismo , Subfamília B de Transportador de Cassetes de Ligação de ATP/metabolismo , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/química , Antineoplásicos/química , Antineoplásicos/metabolismo , Antineoplásicos/farmacologia , Citotoxinas/química , Citotoxinas/farmacologia , Relação Dose-Resposta a Droga , Células HEK293 , Células HeLa , Humanos , Especificidade por Substrato/efeitos dos fármacos , Especificidade por Substrato/fisiologia
6.
J Chem Inf Model ; 59(11): 4880-4892, 2019 11 25.
Artigo em Inglês | MEDLINE | ID: mdl-31532656

RESUMO

We present a method for visualizing and navigating large screening datasets while also taking into account their activities and properties. Our approach is to annotate the data with all possible scaffolds contained within each molecule. We have developed a Spotfire visualization, coupled to a fuzzy clustering approach based on the scaffold decomposition of the screening deck, used to drive the hit triage process. Progression decisions can be made using aggregate scaffold parameters and data from multiple datasets merged at the scaffold level. This visualization reveals overlaps that help prioritize hits, highlight tractable series, and posit ways to combine aspects of multiple hits. The structure-activity relationship of a large and complex hit is automatically mapped onto all constituent scaffolds making it possible to navigate, via any shared scaffold, to all related hits. This scaffold "walking" helps address bias toward a handful of potent and ligand-efficient molecules at the expense of coverage of chemical space. We consider two scaffold generation methods and explored their similarities and differences both qualitatively and quantitatively. The workflow of a Spotfire visualization used in combination with fuzzy clustering and structure annotation provides an intuitive view of large and diverse screening datasets. This allows teams to effortlessly navigate between structurally related molecules and enriches the population of leads considered and progressed in a manner complementary to established approaches.


Assuntos
Descoberta de Drogas , Bibliotecas de Moléculas Pequenas/química , Análise por Conglomerados , Conjuntos de Dados como Assunto , Descoberta de Drogas/métodos , Lógica Fuzzy , Humanos , Ligantes , Bibliotecas de Moléculas Pequenas/farmacologia
7.
Nature ; 504(7479): 291-5, 2013 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-24270810

RESUMO

An increasing body of evidence points to mitochondrial dysfunction as a contributor to the molecular pathogenesis of neurodegenerative diseases such as Parkinson's disease. Recent studies of the Parkinson's disease associated genes PINK1 (ref. 2) and parkin (PARK2, ref. 3) indicate that they may act in a quality control pathway preventing the accumulation of dysfunctional mitochondria. Here we elucidate regulators that have an impact on parkin translocation to damaged mitochondria with genome-wide small interfering RNA (siRNA) screens coupled to high-content microscopy. Screening yielded gene candidates involved in diverse cellular processes that were subsequently validated in low-throughput assays. This led to characterization of TOMM7 as essential for stabilizing PINK1 on the outer mitochondrial membrane following mitochondrial damage. We also discovered that HSPA1L (HSP70 family member) and BAG4 have mutually opposing roles in the regulation of parkin translocation. The screens revealed that SIAH3, found to localize to mitochondria, inhibits PINK1 accumulation after mitochondrial insult, reducing parkin translocation. Overall, our screens provide a rich resource to understand mitochondrial quality control.


Assuntos
Genoma Humano/genética , Mitofagia , Interferência de RNA , Ubiquitina-Proteína Ligases/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Células HCT116 , Células HEK293 , Proteínas de Choque Térmico HSP70/metabolismo , Células HeLa , Humanos , Proteínas de Membrana/metabolismo , Mitocôndrias/metabolismo , Mitocôndrias/patologia , Membranas Mitocondriais/metabolismo , Proteínas do Complexo de Importação de Proteína Precursora Mitocondrial , Proteínas Mitocondriais/metabolismo , Família Multigênica/genética , Doença de Parkinson/metabolismo , Doença de Parkinson/patologia , Proteínas Quinases/metabolismo , Transporte Proteico , RNA Interferente Pequeno/análise , RNA Interferente Pequeno/genética , Reprodutibilidade dos Testes
8.
Nucleic Acids Res ; 45(D1): D995-D1002, 2017 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-27903890

RESUMO

The 'druggable genome' encompasses several protein families, but only a subset of targets within them have attracted significant research attention and thus have information about them publicly available. The Illuminating the Druggable Genome (IDG) program was initiated in 2014, has the goal of developing experimental techniques and a Knowledge Management Center (KMC) that would collect and organize information about protein targets from four families, representing the most common druggable targets with an emphasis on understudied proteins. Here, we describe two resources developed by the KMC: the Target Central Resource Database (TCRD) which collates many heterogeneous gene/protein datasets and Pharos (https://pharos.nih.gov), a multimodal web interface that presents the data from TCRD. We briefly describe the types and sources of data considered by the KMC and then highlight features of the Pharos interface designed to enable intuitive access to the IDG knowledgebase. The aim of Pharos is to encourage 'serendipitous browsing', whereby related, relevant information is made easily discoverable. We conclude by describing two use cases that highlight the utility of Pharos and TCRD.


Assuntos
Bases de Dados Genéticas , Descoberta de Drogas , Genômica , Farmacogenética , Ferramenta de Busca , Análise por Conglomerados , Biologia Computacional/métodos , Descoberta de Drogas/métodos , Genômica/métodos , Humanos , Obesidade/tratamento farmacológico , Obesidade/genética , Obesidade/metabolismo , Farmacogenética/métodos , Software , Navegador
9.
Proc Natl Acad Sci U S A ; 113(20): E2802-11, 2016 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-27140616

RESUMO

Membrane systems are used increasingly for water treatment, recycling water from wastewater, during food processing, and energy production. They thus are a key technology to ensure water, energy, and food sustainability. However, biofouling, the build-up of microbes and their polymeric matrix, clogs these systems and reduces their efficiency. Realizing that a microbial film is inevitable, we engineered a beneficial biofilm that prevents membrane biofouling, limiting its own thickness by sensing the number of its cells that are present via a quorum-sensing circuit. The beneficial biofilm also prevents biofilm formation by deleterious bacteria by secreting nitric oxide, a general biofilm dispersal agent, as demonstrated by both short-term dead-end filtration and long-term cross-flow filtration tests. In addition, the beneficial biofilm was engineered to produce an epoxide hydrolase so that it efficiently removes the environmental pollutant epichlorohydrin. Thus, we have created a living biofouling-resistant membrane system that simultaneously reduces biofouling and provides a platform for biodegradation of persistent organic pollutants.


Assuntos
Biofilmes , Pseudomonas aeruginosa/fisiologia , Biodegradação Ambiental , Incrustação Biológica , Epicloroidrina/isolamento & purificação , Filtração , Membranas Artificiais , Óxido Nítrico/biossíntese , Águas Residuárias/química , Águas Residuárias/microbiologia , Poluentes Químicos da Água/isolamento & purificação , Poluição Química da Água , Purificação da Água
10.
Proc Natl Acad Sci U S A ; 113(6): 1624-9, 2016 Feb 09.
Artigo em Inglês | MEDLINE | ID: mdl-26811457

RESUMO

Despite relative success of therapy for Hodgkin's lymphoma (HL), novel therapeutic agents are needed for patients with refractory or relapsed disease. Recently, anti-PD1 immunotherapy or treatment with the anti-CD30 toxin conjugate brentuximab vedotin (BV) have been associated with remissions; however, the median responses of complete responses (CRs) with the latter were only 6.7 mo. To obtain curative therapy, other effective agents, based on HL biology, would have to be given in combination with BV. Hodgkin's Reed-Sternberg (HRS) cells secrete cytokines including IL-6 and -13, leading to constitutive activation of JAK/STAT signaling. In the present study the JAK1/2 inhibitor ruxolitinib reduced phosphorylation of STAT3 and STAT6 and expression of c-Myc in the HL cell line HDLM-2. These changes were enhanced when, on the basis of a matrix screen of drug combinations, ruxolitinib was combined with the Bcl-2/Bcl-xL inhibitor Navitoclax. The combination augmented expression of Bik, Puma, and Bax, and attenuated Bcl-xL expression and the phosphorylation of Bad. The use of the two-agent combination of either ruxolitinib or Navitoclax with BV or the three-agent combination strongly activated Bax and increased activities of cytochrome c and caspase-9 and -3 that, in turn, led to cleavage of poly(ADP ribose) polymerase and Mcl-1. Either ruxolitinib combined with Navitoclax or BV alone prolonged survival but did not cure HDLM-2 tumor-bearing mice, whereas BV combined with ruxolitinib and/or with Navitoclax resulted in a sustained, complete elimination of the HDLM-2 HL. These studies provide scientific support for a clinical trial to evaluate BV combined with ruxolitinib in select patients with HL.


Assuntos
Compostos de Anilina/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Doença de Hodgkin/tratamento farmacológico , Imunoconjugados/uso terapêutico , Pirazóis/uso terapêutico , Sulfonamidas/uso terapêutico , Compostos de Anilina/farmacologia , Animais , Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Apoptose/efeitos dos fármacos , Western Blotting , Brentuximab Vedotin , Caspase 3/metabolismo , Caspase 7/metabolismo , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Modelos Animais de Doenças , Progressão da Doença , Avaliação Pré-Clínica de Medicamentos , Ativação Enzimática/efeitos dos fármacos , Dosagem de Genes , Doença de Hodgkin/enzimologia , Doença de Hodgkin/patologia , Humanos , Imunoconjugados/farmacologia , Janus Quinase 2/genética , Camundongos , Mitocôndrias/efeitos dos fármacos , Mitocôndrias/metabolismo , Nitrilas , Fosforilação/efeitos dos fármacos , Pirazóis/farmacologia , Pirimidinas , Fatores de Transcrição STAT/metabolismo , Transdução de Sinais/efeitos dos fármacos , Sulfonamidas/farmacologia , Resultado do Tratamento , Proteína bcl-X/metabolismo
11.
J Infect Dis ; 218(suppl_5): S672-S678, 2018 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-29939303

RESUMO

Background: A need to develop therapeutics to treat Ebola virus disease patients in remote and resource-challenged settings remains in the wake of the 2013-2016 epidemic in West Africa. Toward this goal, we screened drugs under consideration as treatment options and other drugs of interest, most being small molecules approved by the Food and Drug Administration. Drugs demonstrating in vitro antiviral activity were advanced for evaluation in combinations because of advantages often provided by drug cocktails. Methods: Drugs were screened for blockade of Ebola virus infection in cultured cells. Twelve drugs were tested in all (78 pair-wise) combinations, and 3 were tested in a subset of combinations. Results: Multiple synergistic drug pairs emerged, with the majority comprising 2 entry inhibitors. For the pairs of entry inhibitors studied, synergy was demonstrated at the level of virus entry into host cells. Highly synergistic pairs included aripiprazole/piperacetazine, sertraline/toremifene, sertraline/bepridil, and amodiaquine/clomiphene. Conclusions: Our study shows the feasibility of identifying pairs of approved drugs that synergistically block Ebola virus infection in cell cultures. We discuss our findings in terms of the theoretic ability of these or alternate combinations to reach therapeutic levels. Future research will assess selected combinations in small-animal models of Ebola virus disease.


Assuntos
Antivirais/administração & dosagem , Ebolavirus/efeitos dos fármacos , Animais , Antivirais/uso terapêutico , Chlorocebus aethiops , Aprovação de Drogas , Sinergismo Farmacológico , Quimioterapia Combinada , Células Vero , Vírion/efeitos dos fármacos , Internalização do Vírus/efeitos dos fármacos
12.
Breast Cancer Res Treat ; 172(1): 69-82, 2018 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30056566

RESUMO

BACKGROUND: A perennial challenge in systemic cytotoxic cancer therapy is to eradicate primary tumors and metastatic disease while sparing normal tissue from off-target effects of chemotherapy. Anthracyclines such as doxorubicin are effective chemotherapeutic agents for which dosing is limited by development of cardiotoxicity. Our published evidence shows that targeting CD47 enhances radiation-induced growth delay of tumors while remarkably protecting soft tissues. The protection of cell viability observed with CD47 is mediated autonomously by activation of protective autophagy. However, whether CD47 protects cancer cells from cytotoxic chemotherapy is unknown. METHODS: We tested the effect of CD47 blockade on cancer cell survival using a 2-dimensional high-throughput cell proliferation assay in 4T1 breast cancer cell lines. To evaluate blockade of CD47 in combination with chemotherapy in vivo, we employed the 4T1 breast cancer model and examined tumor and cardiac tissue viability as well as autophagic flux. RESULTS: Our high-throughput screen revealed that blockade of CD47 does not interfere with the cytotoxic activity of anthracyclines against 4T1 breast cancer cells. Targeting CD47 enhanced the effect of doxorubicin chemotherapy in vivo by reducing tumor growth and metastatic spread by activation of an anti-tumor innate immune response. Moreover, systemic suppression of CD47 protected cardiac tissue viability and function in mice treated with doxorubicin. CONCLUSIONS: Our experiments indicate that the protective effects observed with CD47 blockade are mediated through upregulation of autophagic flux. However, the absence of CD47 in did not elicit a protective effect in cancer cells, but it enhanced macrophage-mediated cancer cell cytolysis. Therefore, the differential responses observed with CD47 blockade are due to autonomous activation of protective autophagy in normal tissue and enhancement immune cytotoxicity against cancer cells.


Assuntos
Antraciclinas/farmacologia , Neoplasias da Mama/tratamento farmacológico , Antígeno CD47/antagonistas & inibidores , Animais , Apoptose/efeitos dos fármacos , Autofagia/efeitos dos fármacos , Neoplasias da Mama/genética , Neoplasias da Mama/imunologia , Neoplasias da Mama/patologia , Antígeno CD47/imunologia , Cardiotoxicidade/tratamento farmacológico , Cardiotoxicidade/genética , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Feminino , Humanos , Células MCF-7 , Camundongos , Invasividade Neoplásica/genética , Invasividade Neoplásica/patologia
13.
Malar J ; 17(1): 160, 2018 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-29642892

RESUMO

BACKGROUND: Nearly half of the world's population (3.2 billion people) were at risk of malaria in 2015, and resistance to current therapies is a major concern. While the standard of care includes drug combinations, there is a pressing need to identify new combinations that can bypass current resistance mechanisms. In the work presented here, a combined transcriptional drug repositioning/discovery and machine learning approach is proposed. METHODS: The integrated approach utilizes gene expression data from patient-derived samples, in combination with large-scale anti-malarial combination screening data, to predict synergistic compound combinations for three Plasmodium falciparum strains (3D7, DD2 and HB3). Both single compounds and combinations predicted to be active were prospectively tested in experiment. RESULTS: One of the predicted single agents, apicidin, was active with the AC50 values of 74.9, 84.1 and 74.9 nM in 3D7, DD2 and HB3 P. falciparum strains while its maximal safe plasma concentration in human is 547.6 ± 136.6 nM. Apicidin at the safe dose of 500 nM kills on average 97% of the parasite. The synergy prediction algorithm exhibited overall precision and recall of 83.5 and 65.1% for mild-to-strong, 48.8 and 75.5% for moderate-to-strong and 12.0 and 62.7% for strong synergies. Some of the prospectively predicted combinations, such as tacrolimus-hydroxyzine and raloxifene-thioridazine, exhibited significant synergy across the three P. falciparum strains included in the study. CONCLUSIONS: Systematic approaches can play an important role in accelerating discovering novel combinational therapies for malaria as it enables selecting novel synergistic compound pairs in a more informed and cost-effective manner.


Assuntos
Antimaláricos/uso terapêutico , Combinação de Medicamentos , Descoberta de Drogas , Reposicionamento de Medicamentos , Aprendizado de Máquina , Malária Falciparum/tratamento farmacológico , Malária Falciparum/prevenção & controle , Antimaláricos/farmacologia , Sinergismo Farmacológico , Humanos , Plasmodium falciparum/efeitos dos fármacos , Plasmodium falciparum/genética , Proteínas de Protozoários/genética , Proteínas de Protozoários/metabolismo
14.
Malar J ; 17(1): 391, 2018 Oct 26.
Artigo em Inglês | MEDLINE | ID: mdl-30367653

RESUMO

BACKGROUND: Artemisinin-resistant Plasmodium falciparum has been reported throughout the Greater Mekong subregion and threatens to disrupt current malaria control efforts worldwide. Polymorphisms in kelch13 have been associated with clinical and in vitro resistance phenotypes; however, several studies suggest that the genetic determinants of resistance may involve multiple genes. Current proposed mechanisms of resistance conferred by polymorphisms in kelch13 hint at a connection to an autophagy-like pathway in P. falciparum. RESULTS: A SNP in autophagy-related gene 18 (atg18) was associated with long parasite clearance half-life in patients following artemisinin-based combination therapy. This gene encodes PfAtg18, which is shown to be similar to the mammalian/yeast homologue WIPI/Atg18 in terms of structure, binding abilities, and ability to form puncta in response to stress. To investigate the contribution of this polymorphism, the atg18 gene was edited using CRISPR/Cas9 to introduce a T38I mutation into a k13-edited Dd2 parasite. The presence of this SNP confers a fitness advantage by enabling parasites to grow faster in nutrient-limited settings. The mutant and parent parasites were screened against drug libraries of 6349 unique compounds. While the SNP did not modulate the parasite's susceptibility to any of the anti-malarial compounds using a 72-h drug pulse, it did alter the parasite's susceptibility to 227 other compounds. CONCLUSIONS: These results suggest that the atg18 T38I polymorphism may provide additional resistance against artemisinin derivatives, but not partner drugs, even in the absence of kelch13 mutations, and may also be important in parasite survival during nutrient deprivation.


Assuntos
Antimaláricos/farmacologia , Artemisininas/farmacologia , Proteínas Relacionadas à Autofagia/genética , Resistência a Medicamentos , Plasmodium falciparum/genética , Polimorfismo de Nucleotídeo Único , Proteínas de Protozoários/genética , Sequência de Aminoácidos , Proteínas Relacionadas à Autofagia/química , Plasmodium falciparum/efeitos dos fármacos , Proteínas de Protozoários/química , Alinhamento de Sequência
15.
Proc Natl Acad Sci U S A ; 112(10): E1135-42, 2015 Mar 10.
Artigo em Inglês | MEDLINE | ID: mdl-25713356

RESUMO

Immunotoxins (antibody-toxin fusion proteins) target surface antigens on cancer cells and kill these cells via toxin-mediated inhibition of protein synthesis. To identify genes controlling this process, an RNAi whole-genome screen (∼ 22,000 genes at three siRNAs per gene) was conducted via monitoring the cytotoxicity of the mesothelin-directed immunotoxin SS1P. SS1P, a Pseudomonas exotoxin-based immunotoxin, was chosen because it is now in clinical trials and has produced objective tumor regressions in patients. High and low concentrations of SS1P were chosen to allow for the identification of both mitigators and sensitizers. As expected, silencing known essential genes in the immunotoxin pathway, such as mesothelin, furin, KDEL receptor 2, or members of the diphthamide pathway, protected cells. Of greater interest was the observation that many RNAi targets increased immunotoxin sensitivity, indicating that these gene products normally contribute to inefficiencies in the killing pathway. Of the top sensitizers, many genes encode proteins that locate to either the endoplasmic reticulum (ER) or Golgi and are annotated as part of the secretory system. Genes related to the ER-associated degradation system were not among high-ranking mitigator or sensitizer candidates. However, the p97 inhibitor eeyarestatin 1 enhanced immunotoxin killing. Our results highlight potential targets for chemical intervention that could increase immunotoxin killing of cancer cells and enhance our understanding of toxin trafficking.


Assuntos
Retículo Endoplasmático/metabolismo , Complexo de Golgi/metabolismo , Imunotoxinas/farmacologia , Interferência de RNA , Animais , Humanos
16.
Proc Natl Acad Sci U S A ; 112(40): 12480-5, 2015 Oct 06.
Artigo em Inglês | MEDLINE | ID: mdl-26396258

RESUMO

Adult T-cell leukemia (ATL) develops in individuals infected with human T-cell lymphotropic virus-1 (HTLV-1). Presently there is no curative therapy for ATL. HTLV-1-encoded protein Tax (transactivator from the X-gene region) up-regulates Bcl-xL (B-cell lymphoma-extra large) expression and activates interleukin-2 (IL-2), IL-9, and IL-15 autocrine/paracrine systems, resulting in amplified JAK/STAT signaling. Inhibition of JAK signaling reduces cytokine-dependent ex vivo proliferation of peripheral blood mononuclear cells (PBMCs) from ATL patients in smoldering/chronic stages. Currently, two JAK inhibitors are approved for human use. In this study, we examined activity of multiple JAK inhibitors in ATL cell lines. The selective JAK inhibitor ruxolitinib was examined in a high-throughput matrix screen combined with >450 potential therapeutic agents, and Bcl-2/Bcl-xL inhibitor navitoclax was identified as a strong candidate for multicomponent therapy. The combination was noted to strongly activate BAX (Bcl-2-associated X protein), effect mitochondrial depolarization, and increase caspase 3/7 activities that lead to cleavage of PARP (poly ADP ribose polymerase) and Mcl-1 (myeloid cell leukemia 1). Ruxolitinib and navitoclax independently demonstrated modest antitumor efficacy, whereas the combination dramatically lowered tumor burden and prolonged survival in an ATL murine model. This combination strongly blocked ex vivo proliferation of five ATL patients' PBMCs. These studies provide support for a therapeutic trial in patients with smoldering/chronic ATL using a drug combination that inhibits JAK signaling and antiapoptotic protein Bcl-xL.


Assuntos
Interleucina-2/metabolismo , Janus Quinases/metabolismo , Leucemia-Linfoma de Células T do Adulto/metabolismo , Fatores de Transcrição STAT/metabolismo , Proteína bcl-X/metabolismo , Compostos de Anilina/farmacologia , Animais , Antineoplásicos/farmacologia , Apoptose/efeitos dos fármacos , Western Blotting , Linhagem Celular Tumoral , Células Cultivadas , Feminino , Citometria de Fluxo , Humanos , Subunidade gama Comum de Receptores de Interleucina/deficiência , Subunidade gama Comum de Receptores de Interleucina/genética , Janus Quinases/antagonistas & inibidores , Leucemia-Linfoma de Células T do Adulto/tratamento farmacológico , Leucemia-Linfoma de Células T do Adulto/patologia , Camundongos Endogâmicos NOD , Camundongos Knockout , Camundongos SCID , Nitrilas , Pirazóis/farmacologia , Pirimidinas , Fatores de Transcrição STAT/antagonistas & inibidores , Transdução de Sinais/efeitos dos fármacos , Sulfonamidas/farmacologia , Ensaios Antitumorais Modelo de Xenoenxerto , Proteína bcl-X/antagonistas & inibidores
17.
J Am Chem Soc ; 139(44): 15588-15591, 2017 11 08.
Artigo em Inglês | MEDLINE | ID: mdl-29064685

RESUMO

Chemotaxis provides a mechanism for directing the transport of molecules along chemical gradients. Here, we show the chemotactic migration of dye molecules in response to the gradients of several different neutral polymers. The magnitude of chemotactic response depends on the structure of the monomer, polymer molecular weight and concentration, and the nature of the solvent. The mechanism involves cross-diffusion up the polymer gradient, driven by favorable dye-polymer interaction. Modeling allows us to quantitatively evaluate the strength of the interaction and the effect of the various parameters that govern chemotaxis.

18.
Proc Natl Acad Sci U S A ; 111(31): 11365-70, 2014 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-25049379

RESUMO

In the activated B-cell-like (ABC) subtype of diffuse large B-cell lymphoma (DLBCL), NF-κB activity is essential for viability of the malignant cells and is sustained by constitutive activity of IκB kinase (IKK) in the cytoplasm. Here, we report an unexpected role for the bromodomain and extraterminal domain (BET) proteins BRD2 and BRD4 in maintaining oncogenic IKK activity in ABC DLBCL. IKK activity was reduced by small molecules targeting BET proteins as well as by genetic knockdown of BRD2 and BRD4 expression, thereby inhibiting downstream NF-κB-driven transcriptional programs and killing ABC DLBCL cells. Using a high-throughput platform to screen for drug-drug synergy, we observed that the BET inhibitor JQ1 combined favorably with multiple drugs targeting B-cell receptor signaling, one pathway that activates IKK in ABC DLBCL. The BTK kinase inhibitor ibrutinib, which is in clinical development for the treatment of ABC DLBCL, synergized strongly with BET inhibitors in killing ABC DLBCL cells in vitro and in a xenograft mouse model. These findings provide a mechanistic basis for the clinical development of BET protein inhibitors in ABC DLBCL, particularly in combination with other modulators of oncogenic IKK signaling.


Assuntos
Quinase I-kappa B/antagonistas & inibidores , Linfoma Difuso de Grandes Células B/enzimologia , Proteínas Nucleares/antagonistas & inibidores , Inibidores de Proteínas Quinases/farmacologia , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Fatores de Transcrição/antagonistas & inibidores , Adenina/análogos & derivados , Animais , Azepinas/farmacologia , Azepinas/toxicidade , Proteínas de Ciclo Celular , Morte Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Sobrevivência Celular , Sinergismo Farmacológico , Humanos , Quinase I-kappa B/química , Quinase I-kappa B/metabolismo , Linfoma Difuso de Grandes Células B/patologia , Camundongos , Camundongos SCID , Proteínas Nucleares/metabolismo , Piperidinas , Proteínas Serina-Treonina Quinases/metabolismo , Estrutura Terciária de Proteína , Pirazóis/farmacologia , Pirimidinas/farmacologia , Transdução de Sinais/efeitos dos fármacos , Fatores de Transcrição/metabolismo , Triazóis/farmacologia , Triazóis/toxicidade , Ensaios Antitumorais Modelo de Xenoenxerto
19.
Proc Natl Acad Sci U S A ; 111(6): 2349-54, 2014 Feb 11.
Artigo em Inglês | MEDLINE | ID: mdl-24469833

RESUMO

The clinical development of drug combinations is typically achieved through trial-and-error or via insight gained through a detailed molecular understanding of dysregulated signaling pathways in a specific cancer type. Unbiased small-molecule combination (matrix) screening represents a high-throughput means to explore hundreds and even thousands of drug-drug pairs for potential investigation and translation. Here, we describe a high-throughput screening platform capable of testing compounds in pairwise matrix blocks for the rapid and systematic identification of synergistic, additive, and antagonistic drug combinations. We use this platform to define potential therapeutic combinations for the activated B-cell-like subtype (ABC) of diffuse large B-cell lymphoma (DLBCL). We identify drugs with synergy, additivity, and antagonism with the Bruton's tyrosine kinase inhibitor ibrutinib, which targets the chronic active B-cell receptor signaling that characterizes ABC DLBCL. Ibrutinib interacted favorably with a wide range of compounds, including inhibitors of the PI3K-AKT-mammalian target of rapamycin signaling cascade, other B-cell receptor pathway inhibitors, Bcl-2 family inhibitors, and several components of chemotherapy that is the standard of care for DLBCL.


Assuntos
Antineoplásicos/farmacologia , Apoptose/efeitos dos fármacos , Linfócitos B/imunologia , Linfoma Difuso de Grandes Células B/patologia , Pirazóis/farmacologia , Pirimidinas/farmacologia , Adenina/análogos & derivados , Linhagem Celular Tumoral , Ensaios de Triagem em Larga Escala , Humanos , Linfoma Difuso de Grandes Células B/imunologia , Fosfatidilinositol 3-Quinases/metabolismo , Piperidinas
20.
Antimicrob Agents Chemother ; 60(8): 4471-81, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27161622

RESUMO

Filoviruses are highly infectious, and no FDA-approved drug therapy for filovirus infection is available. Most work to find a treatment has involved only a few strains of Ebola virus and testing of relatively small drug libraries or compounds that have shown efficacy against other virus types. Here we report the findings of a high-throughput screening of 319,855 small molecules from the Molecular Libraries Small Molecule Repository library for their activities against Marburg virus and Ebola virus. Nine of the most potent, novel compounds that blocked infection by both viruses were analyzed in detail for their mechanisms of action. The compounds inhibited known key steps in the Ebola virus infection mechanism by blocking either cell surface attachment, macropinocytosis-mediated uptake, or endosomal trafficking. To date, very few specific inhibitors of macropinocytosis have been reported. The 2 novel macropinocytosis inhibitors are more potent inhibitors of Ebola virus infection and less toxic than ethylisopropylamiloride, one commonly accepted macropinocytosis inhibitor. Each compound blocked infection of primary human macrophages, indicating their potential to be developed as new antifiloviral therapies.


Assuntos
Antivirais/farmacologia , Ebolavirus/efeitos dos fármacos , Marburgvirus/efeitos dos fármacos , Animais , Linhagem Celular , Chlorocebus aethiops , Ebolavirus/genética , Ebolavirus/metabolismo , Células HeLa , Humanos , Marburgvirus/genética , Marburgvirus/metabolismo , Células Vero
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