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1.
Sci Rep ; 9(1): 9000, 2019 06 21.
Article in English | MEDLINE | ID: mdl-31227747

ABSTRACT

Neurons created from human induced pluripotent stem cells (hiPSCs) provide the capability of identifying biological mechanisms that underlie brain disorders. IPSC-derived human neurons, or iNs, hold promise for advancing precision medicine through drug screening, though it remains unclear to what extent iNs can support early-stage drug discovery efforts in industrial-scale screening centers. Despite several reported approaches to generate iNs from iPSCs, each suffer from technological limitations that challenge their scalability and reproducibility, both requirements for successful screening assays. We addressed these challenges by initially removing the roadblocks related to scaling of iNs for high throughput screening (HTS)-ready assays. We accomplished this by simplifying the production and plating of iNs and adapting them to a freezer-ready format. We then tested the performance of freezer-ready iNs in an HTS-amenable phenotypic assay that measured neurite outgrowth. This assay successfully identified small molecule inhibitors of neurite outgrowth. Importantly, we provide evidence that this scalable iN-based assay was both robust and highly reproducible across different laboratories. These streamlined approaches are compatible with any iPSC line that can produce iNs. Thus, our findings indicate that current methods for producing iPSCs are appropriate for large-scale drug-discovery campaigns (i.e. >10e5 compounds) that read out simple neuronal phenotypes. However, due to the inherent limitations of currently available iN differentiation protocols, technological advances are required to achieve similar scalability for screens that require more complex phenotypes related to neuronal function.


Subject(s)
Cell Differentiation/physiology , High-Throughput Screening Assays/methods , Induced Pluripotent Stem Cells/physiology , Neurons/physiology , Biological Assay/methods , Cells, Cultured , Drug Discovery/methods , Drug Evaluation, Preclinical/methods , Humans , Induced Pluripotent Stem Cells/cytology , Neuronal Outgrowth/drug effects , Neuronal Outgrowth/physiology , Neurons/cytology , Phenotype , Reproducibility of Results
2.
Int J Mol Sci ; 20(9)2019 Apr 29.
Article in English | MEDLINE | ID: mdl-31035676

ABSTRACT

Polo-like kinase 4 (PLK4) is a cell cycle-regulated protein kinase (PK) recruited at the centrosome in dividing cells. Its overexpression triggers centrosome amplification, which is associated with genetic instability and carcinogenesis. In previous work, we established that PLK4 is overexpressed in pediatric embryonal brain tumors (EBT). We also demonstrated that PLK4 inhibition exerted a cytostatic effect in EBT cells. Here, we examined an array of PK inhibitors (CFI-400945, CFI-400437, centrinone, centrinone-B, R-1530, axitinib, KW-2449, and alisertib) for their potential crossover to PLK4 by comparative structural docking and activity inhibition in multiple established embryonal tumor cell lines (MON, BT-12, BT-16, DAOY, D283). Our analyses demonstrated that: (1) CFI-400437 had the greatest impact overall, but similar to CFI-400945, it is not optimal for brain exposure. Also, their phenotypic anti-cancer impact may, in part, be a consequence of the inhibition of Aurora kinases (AURKs). (2) Centrinone and centrinone B are the most selective PLK4 inhibitors but they are the least likely to penetrate the brain. (3) KW-2449, R-1530 and axitinib are the ones predicted to have moderate-to-good brain penetration. In conclusion, a new selective PLK4 inhibitor with favorable physiochemical properties for optimal brain exposure can be beneficial for the treatment of EBT.


Subject(s)
Neoplasms/metabolism , Protein Kinase Inhibitors/pharmacology , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein Serine-Threonine Kinases/metabolism , Animals , Cell Line, Tumor , Cell Proliferation/drug effects , Disease Models, Animal , Drug Evaluation, Preclinical , Enzyme Activation , Humans , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Molecular Conformation , Molecular Structure , Neoplasms/drug therapy , Neoplasms/pathology , Protein Binding , Protein Kinase Inhibitors/chemistry , Protein Serine-Threonine Kinases/chemistry , Structure-Activity Relationship , Xenograft Model Antitumor Assays
3.
Assay Drug Dev Technol ; 6(2): 213-23, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18471075

ABSTRACT

The life-threatening consequences of acquired, or drug-induced, long QT syndrome due to block of the human ether-a-go-go-related gene (hERG) channel are well appreciated and have been the cause of several drugs being removed from the market in recent years because of patient death. In the last decade, the propensity for block of the hERG channel by a diverse and expanding set of compounds has led to the requirement that all new drugs be tested for hERG channel block in a functional patch-clamp assay. Because of the need to identify potential hERG blockers early in the discovery process, radiometric hERG binding assays are preferred over patch-clamp assays for compound triage, because of relative advantages in speed and cost. Even so, these radiometric binding assays are laborious and require dedicated instrumentation and infrastructure to cope with the regulatory and safety issues associated with the use of radiation. To overcome these limitations, we developed a homogeneous, fluorescence polarization-based assay to identify and characterize the affinity of small molecules for the hERG channel and have demonstrated tight correlation with data obtained from either radioligand binding or patch-clamp assays. Key to the development of this assay was a cell line that expressed highly elevated levels of hERG protein, which was generated by coupling expression of the hERG channel to that of a selectable cell surface marker. A high-expressing clone was isolated by flow cytometry and used to generate membrane preparations that contained >50-fold the typical density of hERG channels measured by [(3)H]astemizole binding. This strategy enabled the Predictor (Invitrogen, Carlsbad, CA) hERG fluorescence polarization assay and should be useful in the development of other fluorescence polarization-based assays that use membrane proteins.


Subject(s)
Ether-A-Go-Go Potassium Channels/metabolism , Fluorescence Polarization/methods , CD8 Antigens/physiology , Cell Line , Cell Membrane/drug effects , Cell Membrane/metabolism , Data Interpretation, Statistical , Drug Evaluation, Preclinical/methods , Electrophysiology , Ether-A-Go-Go Potassium Channels/drug effects , Flow Cytometry , Fluorescent Dyes , Genetic Engineering , Humans , Immunohistochemistry , Membrane Potentials/physiology , Membrane Proteins/physiology , Patch-Clamp Techniques , Radioligand Assay
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