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2.
SLAS Discov ; 23(6): 585-596, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29547351

RESUMO

Screening against a disease-relevant phenotype to identify compounds that change the outcome of biological pathways, rather than just the activity of specific targets, offers an alternative approach to find modulators of disease characteristics. However, in pain research, use of in vitro phenotypic screens has been impeded by the challenge of sourcing relevant neuronal cell types in sufficient quantity and developing functional end-point measurements with a direct disease link. To overcome these hurdles, we have generated human induced pluripotent stem cell (hiPSC)-derived sensory neurons at a robust production scale using the concept of cryopreserved "near-assay-ready" cells to decouple complex cell production from assay development and screening. hiPSC sensory neurons have then been used for development of a 384-well veratridine-evoked calcium flux assay. This functional assay of neuronal excitability was validated for phenotypic relevance to pain and other hyperexcitability disorders through screening a small targeted validation compound subset. A 2700-compound chemogenomics screen was then conducted to profile the range of target-based mechanisms able to inhibit veratridine-evoked excitability. This report presents the assay development, validation, and screening data. We conclude that high-throughput-compatible pain-relevant phenotypic screening with hiPSC sensory neurons is feasible and ready for application for the identification of new targets, pathways, mechanisms of action, and compounds for modulating neuronal excitability.


Assuntos
Células-Tronco Pluripotentes Induzidas/citologia , Dor/patologia , Células Receptoras Sensoriais/citologia , Células Cultivadas , Ensaios de Triagem em Larga Escala/métodos , Humanos , Fenótipo
3.
Nat Genet ; 50(1): 54-61, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29229984

RESUMO

Induced pluripotent stem cells (iPSCs), and cells derived from them, have become key tools for modeling biological processes, particularly in cell types that are difficult to obtain from living donors. Here we present a map of regulatory variants in iPSC-derived neurons, based on 123 differentiations of iPSCs to a sensory neuronal fate. Gene expression was more variable across cultures than in primary dorsal root ganglion, particularly for genes related to nervous system development. Using single-cell RNA-sequencing, we found that the number of neuronal versus contaminating cells was influenced by iPSC culture conditions before differentiation. Despite high differentiation-induced variability, our allele-specific method detected thousands of quantitative trait loci (QTLs) that influenced gene expression, chromatin accessibility, and RNA splicing. On the basis of these detected QTLs, we estimate that recall-by-genotype studies that use iPSC-derived cells will require cells from at least 20-80 individuals to detect the effects of regulatory variants with moderately large effect sizes.


Assuntos
Células-Tronco Pluripotentes Induzidas/citologia , Células Receptoras Sensoriais/metabolismo , Diferenciação Celular/genética , Linhagem Celular , Cromatina/metabolismo , Expressão Gênica , Perfilação da Expressão Gênica , Técnicas de Genotipagem , Humanos , Locos de Características Quantitativas , Splicing de RNA , Células Receptoras Sensoriais/citologia , Análise de Sequência de RNA , Análise de Célula Única
4.
Stem Cells Transl Med ; 5(7): 925-37, 2016 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-27112176

RESUMO

UNLABELLED: Retinal pigment epithelium (RPE) cell integrity is critical to the maintenance of retinal function. Many retinopathies such as age-related macular degeneration (AMD) are caused by the degeneration or malfunction of the RPE cell layer. Replacement of diseased RPE with healthy, stem cell-derived RPE is a potential therapeutic strategy for treating AMD. Human embryonic stem cells (hESCs) differentiated into RPE progeny have the potential to provide an unlimited supply of cells for transplantation, but challenges around scalability and efficiency of the differentiation process still remain. Using hESC-derived RPE as a cellular model, we sought to understand mechanisms that could be modulated to increase RPE yield after differentiation. We show that RPE epithelialization is a density-dependent process, and cells seeded at low density fail to epithelialize. We demonstrate that activation of the cAMP pathway increases proliferation of dissociated RPE in culture, in part through inhibition of transforming growth factor-ß (TGF-ß) signaling. This results in enhanced uptake of epithelial identity, even in cultures seeded at low density. In line with these findings, targeted manipulation of the TGF-ß pathway with small molecules produces an increase in efficiency of RPE re-epithelialization. Taken together, these data highlight mechanisms that promote epithelial fate acquisition in stem cell-derived RPE. Modulation of these pathways has the potential to favorably impact scalability and clinical translation of hESC-derived RPE as a cell therapy. SIGNIFICANCE: Stem cell-derived retinal pigment epithelium (RPE) is currently being evaluated as a cell-replacement therapy for macular degeneration. This work shows that the process of generating RPE in vitro is regulated by the cAMP and transforming growth factor-ß signaling pathway. Modulation of these pathways by small molecules, as identified by phenotypic screening, leads to an increased efficiency of generating RPE cells with a higher yield. This can have a potential impact on manufacturing transplantation-ready cells at large scale and is advantageous for clinical studies using this approach in the future.


Assuntos
Bucladesina/farmacologia , Proliferação de Células/efeitos dos fármacos , AMP Cíclico/metabolismo , Células-Tronco Embrionárias/efeitos dos fármacos , Reepitelização/efeitos dos fármacos , Epitélio Pigmentado da Retina/efeitos dos fármacos , Fator de Crescimento Transformador beta/metabolismo , Diferenciação Celular/efeitos dos fármacos , Células Cultivadas , Células-Tronco Embrionárias/fisiologia , Células-Tronco Embrionárias/transplante , Humanos , Degeneração Macular/terapia , Terapia de Alvo Molecular/métodos , Reepitelização/fisiologia , Epitélio Pigmentado da Retina/citologia , Epitélio Pigmentado da Retina/fisiologia , Transdução de Sinais/efeitos dos fármacos , Regulação para Cima/efeitos dos fármacos
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