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1.
Genes Dev ; 31(13): 1325-1338, 2017 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-28794185

RESUMO

Deciphering the fundamental mechanisms controlling cardiac specification is critical for our understanding of how heart formation is initiated during embryonic development and for applying stem cell biology to regenerative medicine and disease modeling. Using systematic and unbiased functional screening approaches, we discovered that the Id family of helix-loop-helix proteins is both necessary and sufficient to direct cardiac mesoderm formation in frog embryos and human embryonic stem cells. Mechanistically, Id proteins specify cardiac cell fate by repressing two inhibitors of cardiogenic mesoderm formation-Tcf3 and Foxa2-and activating inducers Evx1, Grrp1, and Mesp1. Most importantly, CRISPR/Cas9-mediated ablation of the entire Id (Id1-4) family in mouse embryos leads to failure of anterior cardiac progenitor specification and the development of heartless embryos. Thus, Id proteins play a central and evolutionarily conserved role during heart formation and provide a novel means to efficiently produce cardiovascular progenitors for regenerative medicine and drug discovery applications.


Assuntos
Linhagem da Célula/genética , Coração/embriologia , Proteínas Inibidoras de Diferenciação/genética , Proteínas Inibidoras de Diferenciação/metabolismo , Organogênese/genética , Animais , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Diferenciação Celular/genética , Linhagem Celular , Embrião de Mamíferos/citologia , Embrião de Mamíferos/embriologia , Embrião não Mamífero/citologia , Embrião não Mamífero/embriologia , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/fisiologia , Edição de Genes , Regulação da Expressão Gênica no Desenvolvimento/genética , Cardiopatias Congênitas/genética , Humanos , Mesoderma/citologia , Mesoderma/fisiologia , Camundongos , Mutação , Sementes , Xenopus laevis/embriologia
2.
J Biol Chem ; 294(34): 12846-12854, 2019 08 23.
Artigo em Inglês | MEDLINE | ID: mdl-31300552

RESUMO

Chronic heart failure and cardiac arrhythmias have high morbidity and mortality, and drugs for the prevention and management of these diseases are a large part of the pharmaceutical market. Among these drugs are plant-derived cardiac glycosides, which have been used by various cultures over millennia as both medicines and poisons. We report that digoxin and related compounds activate the NLRP3 inflammasome in macrophages and cardiomyocytes at concentrations achievable during clinical use. Inflammasome activation initiates the maturation and release of the inflammatory cytokine IL-1ß and the programmed cell death pathway pyroptosis in a caspase-1-dependent manner. Notably, the same fluxes of potassium and calcium cations that affect heart contraction also induce inflammasome activation in human but not murine cells. Pharmaceuticals that antagonize these fluxes, including glyburide and verapamil, also inhibit inflammasome activation by cardiac glycosides. Cardiac glycoside-induced cellular cytotoxicity and IL-1ß signaling are likewise antagonized by inhibitors of the NLRP3 inflammasome or the IL-1 receptor-targeting biological agent anakinra. Our results inform on the molecular mechanism by which the inflammasome integrates the diverse signals that activate it through secondary signals like cation flux. Furthermore, this mechanism suggests a contribution of the inflammasome to the toxicity and adverse events associated with cardiac glycosides use in humans and that targeted anti-inflammatories could provide an additional adjunct therapeutic countermeasure.


Assuntos
Digoxina/antagonistas & inibidores , Inflamassomos/metabolismo , Animais , Morte Celular/efeitos dos fármacos , Células Cultivadas , Citocinas/análise , Citocinas/antagonistas & inibidores , Citocinas/metabolismo , Digoxina/farmacologia , Humanos , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL
3.
Genes Dev ; 26(23): 2567-79, 2012 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-23152446

RESUMO

Tight control over the segregation of endoderm, mesoderm, and ectoderm is essential for normal embryonic development of all species, yet how neighboring embryonic blastomeres can contribute to different germ layers has never been fully explained. We postulated that microRNAs, which fine-tune many biological processes, might modulate the response of embryonic blastomeres to growth factors and other signals that govern germ layer fate. A systematic screen of a whole-genome microRNA library revealed that the let-7 and miR-18 families increase mesoderm at the expense of endoderm in mouse embryonic stem cells. Both families are expressed in ectoderm and mesoderm, but not endoderm, as these tissues become distinct during mouse and frog embryogenesis. Blocking let-7 function in vivo dramatically affected cell fate, diverting presumptive mesoderm and ectoderm into endoderm. siRNA knockdown of computationally predicted targets followed by mutational analyses revealed that let-7 and miR-18 down-regulate Acvr1b and Smad2, respectively, to attenuate Nodal responsiveness and bias blastomeres to ectoderm and mesoderm fates. These findings suggest a crucial role for the let-7 and miR-18 families in germ layer specification and reveal a remarkable conservation of function from amphibians to mammals.


Assuntos
Desenvolvimento Embrionário/genética , Regulação da Expressão Gênica no Desenvolvimento , Genoma/genética , Camadas Germinativas/embriologia , MicroRNAs/metabolismo , Animais , Células Cultivadas , Análise Mutacional de DNA , Células-Tronco Embrionárias , Técnicas de Silenciamento de Genes , Camundongos , MicroRNAs/genética , Xenopus laevis
4.
Cell Chem Biol ; 28(5): 625-635.e5, 2021 05 20.
Artigo em Inglês | MEDLINE | ID: mdl-33503403

RESUMO

Wnt signaling plays a central role in tissue maintenance and cancer. Wnt activates downstream genes through ß-catenin, which interacts with TCF/LEF transcription factors. A major question is how this signaling is coordinated relative to tissue organization and renewal. We used a recently described class of small molecules that binds tubulin to reveal a molecular cascade linking stress signaling through ATM, HIPK2, and p53 to the regulation of TCF/LEF transcriptional activity. These data suggest a mechanism by which mitotic and genotoxic stress can indirectly modulate Wnt responsiveness to exert coherent control over cell shape and renewal. These findings have implications for understanding tissue morphogenesis and small-molecule anticancer therapeutics.


Assuntos
Sondas Moleculares/farmacologia , Proteínas Serina-Treonina Quinases/metabolismo , Bibliotecas de Moléculas Pequenas/farmacologia , Fatores de Transcrição TCF/antagonistas & inibidores , beta Catenina/antagonistas & inibidores , Animais , Células Cultivadas , Humanos , Masculino , Sondas Moleculares/química , Bibliotecas de Moléculas Pequenas/química , Fatores de Transcrição TCF/genética , Fatores de Transcrição TCF/metabolismo , Via de Sinalização Wnt/efeitos dos fármacos , Xenopus , Peixe-Zebra , beta Catenina/genética , beta Catenina/metabolismo
5.
Sci Transl Med ; 12(535)2020 03 18.
Artigo em Inglês | MEDLINE | ID: mdl-32188720

RESUMO

Danon disease (DD) is a rare X-linked autophagic vacuolar myopathy associated with multiorgan dysfunction, including the heart, skeletal muscle, and liver. There are no specific treatments, and most male patients die from advanced heart failure during the second or third decade of life. DD is caused by mutations in the lysosomal-associated membrane protein 2 (LAMP2) gene, a key mediator of autophagy. LAMP2 has three isoforms: LAMP2A, LAMP2B, and LAMP2C. LAMP2B is the predominant isoform expressed in cardiomyocytes. This study evaluates the efficacy of human LAMP2B gene transfer using a recombinant adeno-associated virus 9 carrying human LAMP2B (AAV9.LAMP2B) in a Lamp2 knockout (KO) mouse, a DD model. AAV9.LAMP2B was intravenously injected into 2- and 6-month-old Lamp2 KO male mice to assess efficacy in adolescent and adult phenotypes. Lamp2 KO mice receiving AAV9.LAMP2B demonstrated dose-dependent restoration of human LAMP2B protein in the heart, liver, and skeletal muscle tissue. Impaired autophagic flux, evidenced by increased LC3-II, was abrogated by LAMP2B gene transfer in all tissues in both cohorts. Cardiac function was also improved, and transaminases were reduced in AAV9.LAMP2B-treated KO mice, indicating favorable effects on the heart and liver. Survival was also higher in the older cohort receiving high vector doses. No anti-LAMP2 antibodies were detected in mice that received AAV9.LAMP2B. In summary, LAMP2B gene transfer improves metabolic and physiologic function in a DD murine model, suggesting that a similar therapeutic approach may be effective for treating patients with this highly morbid disease.


Assuntos
Doença de Depósito de Glicogênio Tipo IIb , Adolescente , Animais , Modelos Animais de Doenças , Doença de Depósito de Glicogênio Tipo IIb/genética , Humanos , Proteína 2 de Membrana Associada ao Lisossomo/genética , Masculino , Camundongos , Camundongos Knockout , Fenótipo
6.
Pediatr Cardiol ; 30(5): 635-42, 2009 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-19319460

RESUMO

Debilitating cardiomyocyte loss underlies the progression to heart failure. Although there have been significant advances in treatment, current therapies are intended to improve or preserve heart function rather than regenerate lost myocardium. A major hurdle in implementing a cell-based regenerative therapy is the inefficient differentiation of cardiomyocytes from either endogenous or exogenous stem cell sources. Moreover, cardiomyocytes that develop in human embryonic stem cell (hESC) or human-induced pluripotent stem cell (hIPSC) cultures are comparatively immature, even after prolonged culture, and differences in their calcium handling, ion channel, and force generation properties relative to adult cardiomyocytes raise concerns of improper integration and function after transplantation. Thus, the discovery of natural and novel small molecule synthetic regulators of differentiation and maturation would accelerate the development of stem-cell-based myocardial therapies. Here, we document recent advances in defining natural signaling pathways that direct the multistep cardiomyogenic differentiation program and the development of small molecules that might be used to enhance differentiation as well as the potential characteristics of lead candidates for pharmaceutical stimulation of endogenous myocardial replacement.


Assuntos
Células-Tronco Embrionárias/fisiologia , Coração/embriologia , Miócitos Cardíacos/fisiologia , Regeneração/fisiologia , Diferenciação Celular , Humanos , Regeneração/efeitos dos fármacos , Transdução de Sinais
7.
Neuron ; 103(5): 802-819.e11, 2019 09 04.
Artigo em Inglês | MEDLINE | ID: mdl-31272829

RESUMO

Stress granules (SGs) form during cellular stress and are implicated in neurodegenerative diseases such as amyotrophic lateral sclerosis and frontotemporal dementia (ALS/FTD). To yield insights into the role of SGs in pathophysiology, we performed a high-content screen to identify small molecules that alter SG properties in proliferative cells and human iPSC-derived motor neurons (iPS-MNs). One major class of active molecules contained extended planar aromatic moieties, suggesting a potential to intercalate in nucleic acids. Accordingly, we show that several hit compounds can prevent the RNA-dependent recruitment of the ALS-associated RNA-binding proteins (RBPs) TDP-43, FUS, and HNRNPA2B1 into SGs. We further demonstrate that transient SG formation contributes to persistent accumulation of TDP-43 into cytoplasmic puncta and that our hit compounds can reduce this accumulation in iPS-MNs from ALS patients. We propose that compounds with planar moieties represent a promising starting point to develop small-molecule therapeutics for treating ALS/FTD.


Assuntos
Esclerose Lateral Amiotrófica/metabolismo , Grânulos Citoplasmáticos/efeitos dos fármacos , Proteínas de Ligação a DNA/efeitos dos fármacos , Demência Frontotemporal/metabolismo , Neurônios Motores/efeitos dos fármacos , Agregação Patológica de Proteínas/metabolismo , Bibliotecas de Moléculas Pequenas/farmacologia , Estresse Fisiológico/efeitos dos fármacos , Linhagem Celular , Grânulos Citoplasmáticos/metabolismo , DNA Helicases/genética , Proteínas de Ligação a DNA/metabolismo , Células HEK293 , Ribonucleoproteínas Nucleares Heterogêneas Grupo A-B/metabolismo , Ensaios de Triagem em Larga Escala , Humanos , Células-Tronco Pluripotentes Induzidas , Proteínas Intrinsicamente Desordenadas , Neurônios Motores/metabolismo , Células-Tronco Neurais/efeitos dos fármacos , Células-Tronco Neurais/metabolismo , Proteínas de Ligação a Poli-ADP-Ribose/genética , RNA Helicases/genética , Proteínas com Motivo de Reconhecimento de RNA/genética , Proteína FUS de Ligação a RNA/metabolismo
8.
Assay Drug Dev Technol ; 6(4): 557-67, 2008 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-18795873

RESUMO

We evaluated the performance of two plate readers (the Beckman Coulter [Fullerton, CA] DTX and the PerkinElmer [Wellesley, MA] EnVision) and a plate imager (the General Electric [Fairfield, CT] IN Cell 1000 Analyzer) in a primary fluorescent cellular screen of 10,000 Molecular Libraries Screening Center Network library compounds for up- and down-regulation of vascular cell adhesion molecule (VCAM)-1, which has been shown to be up-regulated in atherothrombotic vascular disease and is a general indicator of chronic inflammatory disease. Prior to screening, imaging of a twofold, six-step titration of fluorescent cells in a 384-well test plate showed greater consistency, sensitivity, and dynamic range of signal detection curves throughout the detection range, as compared to the plate readers. With the same 384-well test plate, the detection limits for fluorescent protein-labeled cells on the DTX and EnVision instruments were 2,250 and 560 fluorescent cells per well, respectively, as compared to 280 on the IN Cell 1000. During VCAM screening, sensitivity was critical for detection of antagonists, which reduced brightness of the primary immunofluorescence readout; inhibitor controls yielded Z' values of 0.41 and 0.16 for the IN Cell 1000 and EnVision instruments, respectively. The best 1% of small molecule inhibitors from all platforms were visually confirmed using images from the IN Cell 1000. The EnVision and DTX plate readers mutually identified approximately 57% and 21%, respectively, of the VCAM-1 inhibitors visually confirmed in the IN Cell best 1% of inhibitors. Furthermore, the plate reader hits were largely exclusive, with only 6% agreement across all platforms (three hits out of 47). Taken together, the imager outperformed the plate readers at hit detection in this bimodal assay because of superior sensitivity and had the advantage of speeding hit confirmation during post-acquisition analysis.


Assuntos
Avaliação Pré-Clínica de Medicamentos/instrumentação , Automação , Movimento Celular/fisiologia , Corantes , Regulação para Baixo , Avaliação Pré-Clínica de Medicamentos/métodos , Processamento de Imagem Assistida por Computador , Indicadores e Reagentes , Microscopia de Fluorescência , Reprodutibilidade dos Testes , Linfócitos T/metabolismo , Linfócitos T/fisiologia , Fator de Necrose Tumoral alfa/biossíntese , Regulação para Cima , Molécula 1 de Adesão de Célula Vascular/biossíntese
9.
Cell Rep ; 23(7): 2168-2174, 2018 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-29768213

RESUMO

Understanding the mechanisms that control human cardiomyocyte proliferation might be applicable to regenerative medicine. We screened a whole genome collection of human miRNAs, identifying 96 to be capable of increasing proliferation (DNA synthesis and cytokinesis) of human iPSC-derived cardiomyocytes. Chemical screening and computational approaches indicated that most of these miRNAs (67) target different components of the Hippo pathway and that their activity depends on the nuclear translocation of the Hippo transcriptional effector YAP. 53 of the 67 miRNAs are present in human iPSC cardiomyocytes, yet anti-miRNA screening revealed that none are individually essential for basal proliferation of hiPSC cardiomyocytes despite the importance of YAP for proliferation. We propose a model in which multiple endogenous miRNAs redundantly suppress Hippo signaling to sustain the cell cycle of immature cardiomyocytes.


Assuntos
MicroRNAs/metabolismo , Miócitos Cardíacos/citologia , Miócitos Cardíacos/metabolismo , Proteínas Serina-Treonina Quinases/metabolismo , Transdução de Sinais , Divisão Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Meios de Cultivo Condicionados/farmacologia , DNA/biossíntese , Humanos , Células-Tronco Pluripotentes Induzidas/efeitos dos fármacos , Células-Tronco Pluripotentes Induzidas/metabolismo , MicroRNAs/genética , Miócitos Cardíacos/efeitos dos fármacos
10.
Methods Enzymol ; 414: 300-16, 2006.
Artigo em Inglês | MEDLINE | ID: mdl-17110199

RESUMO

Realizing the potential of stem cell biology requires the modulation of self-renewal and differentiation, both of which are incompletely understood. This chapter describes methods for the design, development, and implementation of cell-based screens of small molecules, genes and expressed proteins for modulation of stem and progenitor cell fate. These include the engineering of embryonic and other stem cells with gene promoter-reporter protein constructs and their application in automated screening. We discuss considerations of promoter reporter selection, assay development and implementation, and image acquisition, analysis, and data handling. Such black-box screens are useful for the identification of probes of developmental processes and should provide tools that will identify druggable targets for biochemical assays.


Assuntos
Técnicas de Cultura de Células , Células-Tronco Hematopoéticas/citologia , Células-Tronco/citologia , Animais , Diferenciação Celular , Linhagem Celular , Embrião de Mamíferos/patologia , Genes Reporter , Genoma , Humanos , Lentivirus/genética , Camundongos , Regiões Promotoras Genéticas , Recombinação Genética
11.
Methods Mol Biol ; 1263: 43-61, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25618335

RESUMO

Chemical genomics has the unique potential to expose novel mechanisms of complex cellular biology through screening of small molecules in in vitro assays of a biological phenotype of interest, followed by target identification. In the case of disease-specific assays, the cellular proteins identified might constitute novel drug targets, and the small molecules themselves might be developed as drug leads. In cardiovascular biology, a chemical genomics approach to study the formation of cardiomyocyte, vascular endothelial, and smooth muscle lineages might contribute to therapeutic regeneration. Here, we describe methods used to develop high content screening assays implementing multipotent cardiovascular progenitors derived from human pluripotent stem cells and have identified novel compounds that direct cardiac differentiation.


Assuntos
Diferenciação Celular/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos/métodos , Ensaios de Triagem em Larga Escala , Miócitos Cardíacos/citologia , Miócitos Cardíacos/efeitos dos fármacos , Células-Tronco Pluripotentes/citologia , Células-Tronco Pluripotentes/efeitos dos fármacos , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Técnicas de Cultura de Células , Linhagem Celular , Separação Celular/métodos , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/efeitos dos fármacos , Fenótipo , Células-Tronco Pluripotentes/metabolismo , Receptor alfa de Fator de Crescimento Derivado de Plaquetas/metabolismo
12.
Curr Protoc Stem Cell Biol ; Chapter 1: Unit 1F.13, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23154934

RESUMO

This unit describes a robust protocol for producing multipotent Kdr-expressing mesoderm progenitor cells in serum-free conditions, and for functional genomics screening using these cells. Kdr-positive cells are able to differentiate into a wide array of mesodermal derivatives, including vascular endothelial cells, cardiomyocytes, hematopoietic progenitors, and smooth muscle cells. The efficient generation of such progenitor cells is of particular interest because it permits subsequent steps in cardiovascular development to be analyzed in detail, including deciphering the mechanisms that direct differentiation. In addition, the oligonucleotide transfection protocol used to functionally screen siRNA and miRNA libraries is a powerful tool to reveal networks of genes, signaling proteins, and miRNAs that control the diversification of cardiovascular lineages from multipotent progenitors. Technical limitations, troubleshooting, and potential applications of these methods are discussed.


Assuntos
Células-Tronco Embrionárias/citologia , Genômica , Mesoderma/metabolismo , Receptor 2 de Fatores de Crescimento do Endotélio Vascular/metabolismo , Animais , Soluções Tampão , Técnicas de Cultura de Células , Meios de Cultura Livres de Soro/farmacologia , Marcadores Genéticos , Técnicas Genéticas , Fator 3-beta Nuclear de Hepatócito/metabolismo , Células-Tronco Pluripotentes Induzidas/citologia , Mesoderma/patologia , Camundongos , RNA Interferente Pequeno/metabolismo , Células-Tronco/citologia
13.
Cell Stem Cell ; 11(2): 242-52, 2012 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-22862949

RESUMO

The cellular signals controlling the formation of cardiomyocytes, vascular smooth muscle, and endothelial cells from stem cell-derived mesoderm are poorly understood. To identify these signals, a mouse embryonic stem cell (ESC)-based differentiation assay was screened against a small molecule library resulting in a 1,4-dihydropyridine inducer of type II TGF-ß receptor (TGFBR2) degradation-1 (ITD-1). ITD analogs enhanced proteasomal degradation of TGFBR2, effectively clearing the receptor from the cell surface and selectively inhibiting intracellular signaling (IC(50) ~0.4-0.8 µM). ITD-1 was used to evaluate TGF-ß involvement in mesoderm formation and cardiopoietic differentiation, which occur sequentially during early development, revealing an essential role in both processes in ESC cultures. ITD-1 selectively enhanced the differentiation of uncommitted mesoderm to cardiomyocytes, but not to vascular smooth muscle and endothelial cells. ITD-1 is a highly selective TGF-ß inhibitor and reveals an unexpected role for TGF-ß signaling in controlling cardiomyocyte differentiation from multipotent cardiovascular precursors.


Assuntos
Di-Hidropiridinas/farmacologia , Regulação para Baixo/efeitos dos fármacos , Células-Tronco Embrionárias/efeitos dos fármacos , Miócitos Cardíacos/efeitos dos fármacos , Proteínas Serina-Treonina Quinases/deficiência , Proteínas Serina-Treonina Quinases/metabolismo , Proteólise/efeitos dos fármacos , Receptores de Fatores de Crescimento Transformadores beta/deficiência , Receptores de Fatores de Crescimento Transformadores beta/metabolismo , Animais , Diferenciação Celular/efeitos dos fármacos , Células Cultivadas , Di-Hidropiridinas/química , Relação Dose-Resposta a Droga , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/metabolismo , Fator de Crescimento Epidérmico/deficiência , Fator de Crescimento Epidérmico/metabolismo , Células HEK293 , Humanos , Glicoproteínas de Membrana/deficiência , Glicoproteínas de Membrana/metabolismo , Camundongos , Camundongos Knockout , Peso Molecular , Miócitos Cardíacos/citologia , Miócitos Cardíacos/metabolismo , Proteínas de Neoplasias/deficiência , Proteínas de Neoplasias/metabolismo , Receptor do Fator de Crescimento Transformador beta Tipo II , Relação Estrutura-Atividade
14.
J Biomol Screen ; 16(9): 1068-80, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-21900202

RESUMO

The standard (STD) 5 × 5 hybrid median filter (HMF) was previously described as a nonparametric local backestimator of spatially arrayed microtiter plate (MTP) data. As such, the HMF is a useful tool for mitigating global and sporadic systematic error in MTP data arrays. Presented here is the first known HMF correction of a primary screen suffering from systematic error best described as gradient vectors. Application of the STD 5 × 5 HMF to the primary screen raw data reduced background signal deviation, thereby improving the assay dynamic range and hit confirmation rate. While this HMF can correct gradient vectors, it does not properly correct periodic patterns that may present in other screening campaigns. To address this issue, 1 × 7 median and a row/column 5 × 5 hybrid median filter kernels (1 × 7 MF and RC 5 × 5 HMF) were designed ad hoc, to better fit periodic error patterns. The correction data show periodic error in simulated MTP data arrays is reduced by these alternative filter designs and that multiple corrective filters can be combined in serial operations for progressive reduction of complex error patterns in a MTP data array.


Assuntos
Ensaios de Triagem em Larga Escala/normas , Interpretação Estatística de Dados , Modelos Estatísticos , Controle de Qualidade
15.
Assay Drug Dev Technol ; 8(2): 238-50, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20230301

RESUMO

Microtiter plate (MTP) assays often exhibit distortions, such as caused by edge-dependent drying and robotic fluid handling variation. Distortions vary by assay system but can have both systematic patterns (predictable from plate to plate) and random (sporadic and unpredictable) components. Random errors can be especially difficult to resolve by assay optimization alone, and postassay algorithms reported to date have smoothing effects that often blunt hits. We implemented a 5 x 5 bidirectional hybrid median filter (HMF) as a local background estimator to scale each data point to the MTP global background median and compared it with a recently described Discrete Fourier Transform (DFT) technique for correcting errors on computationally and experimentally generated MTP datasets. Experimental data were generated from a 384-well format fluorescent bioassay using cells engineered to express eGFP and DsRED. MTP arrays were produced with and without control treatments used to simulate hits in random wells. The HMF demonstrated the greatest improvements in MTP coefficients of variation and dynamic range (defined by the ratio of average hit amplitude to standard deviation, SD) for all synthetic and experimental MTPs examined. After HMF application to a MTP of eGFP signal from mouse insulinoma (MIN6) cells obtained by a plate-reader, the assay coefficient of variation (CV) decreased from 8.0% in the raw dataset to 5.1% and the hit amplitudes were reduced by only 1% while the DFT method increased the CV by 36.0% and reduced the hit amplitude by 21%. Thus, our results show that the bidirectional HMF provides superior corrections of MTP data distortions while at the same time preserving hit amplitudes and improving dynamic range. The software to perform hybrid median filter MTP corrections is available at http://bccg.burnham.org/HTS/HMF_Download_Page.aspx, password is pbushway.


Assuntos
Avaliação Pré-Clínica de Medicamentos/estatística & dados numéricos , Algoritmos , Animais , Bioensaio , Linhagem Celular Tumoral , Interpretação Estatística de Dados , Análise de Fourier , Infecções por Lentivirus/genética , Camundongos , Regiões Promotoras Genéticas , Robótica , Software
16.
Immunity ; 18(3): 403-14, 2003 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-12648457

RESUMO

We describe the isolation of a protein, SWAP-70-like adapter of T cells (SLAT), which is expressed at high levels in thymocytes and differentiated Th2 cells. SLAT expression was upregulated in differentiating Th2 cells and downregulated in Th1 cells. Ectopic SLAT expression exerted positive or negative effects on IL-4 versus IFNgamma induction, respectively. TCR signaling induced translocation of SLAT to the immunological synapse and its association with ZAP-70 kinase. SLAT reduced the association of ZAP-70 with TCR-zeta and interfered with ZAP-70 but not Lck signaling. Consistent with these results, pharmacological inhibition of ZAP-70 also induced Th2 skewing. Thus, SLAT is a protein which plays a role in Th2 development and/or activation, perhaps by interfering with ZAP-70 signaling.


Assuntos
Proteínas de Ligação a DNA/imunologia , Fatores de Troca do Nucleotídeo Guanina , Proteínas Nucleares/imunologia , Receptores de Antígenos de Linfócitos T/metabolismo , Células Th2/imunologia , Sequência de Aminoácidos , Animais , Transporte Biológico Ativo , Diferenciação Celular/efeitos dos fármacos , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/isolamento & purificação , Inibidores Enzimáticos/farmacologia , Genes Codificadores dos Receptores de Linfócitos T , Camundongos , Camundongos Transgênicos , Antígenos de Histocompatibilidade Menor , Dados de Sequência Molecular , Proteínas Nucleares/genética , Proteínas Nucleares/isolamento & purificação , Proteínas Tirosina Quinases/antagonistas & inibidores , Homologia de Sequência de Aminoácidos , Transdução de Sinais , Estilbenos/farmacologia , Células Th2/citologia , Células Th2/efeitos dos fármacos , Proteína-Tirosina Quinase ZAP-70
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