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1.
Proc Natl Acad Sci U S A ; 117(33): 19854-19865, 2020 08 18.
Article in English | MEDLINE | ID: mdl-32759214

ABSTRACT

The blood-retina barrier and blood-brain barrier (BRB/BBB) are selective and semipermeable and are critical for supporting and protecting central nervous system (CNS)-resident cells. Endothelial cells (ECs) within the BRB/BBB are tightly coupled, express high levels of Claudin-5 (CLDN5), a junctional protein that stabilizes ECs, and are important for proper neuronal function. To identify novel CLDN5 regulators (and ultimately EC stabilizers), we generated a CLDN5-P2A-GFP stable cell line from human pluripotent stem cells (hPSCs), directed their differentiation to ECs (CLDN5-GFP hPSC-ECs), and performed flow cytometry-based chemogenomic library screening to measure GFP expression as a surrogate reporter of barrier integrity. Using this approach, we identified 62 unique compounds that activated CLDN5-GFP. Among them were TGF-ß pathway inhibitors, including RepSox. When applied to hPSC-ECs, primary brain ECs, and retinal ECs, RepSox strongly elevated barrier resistance (transendothelial electrical resistance), reduced paracellular permeability (fluorescein isothiocyanate-dextran), and prevented vascular endothelial growth factor A (VEGFA)-induced barrier breakdown in vitro. RepSox also altered vascular patterning in the mouse retina during development when delivered exogenously. To determine the mechanism of action of RepSox, we performed kinome-, transcriptome-, and proteome-profiling and discovered that RepSox inhibited TGF-ß, VEGFA, and inflammatory gene networks. In addition, RepSox not only activated vascular-stabilizing and barrier-establishing Notch and Wnt pathways, but also induced expression of important tight junctions and transporters. Taken together, our data suggest that inhibiting multiple pathways by selected individual small molecules, such as RepSox, may be an effective strategy for the development of better BRB/BBB models and novel EC barrier-inducing therapeutics.


Subject(s)
Endothelial Cells/drug effects , Pluripotent Stem Cells/drug effects , Small Molecule Libraries/pharmacology , Animals , Blood-Brain Barrier/drug effects , Blood-Brain Barrier/metabolism , Blood-Retinal Barrier/drug effects , Blood-Retinal Barrier/metabolism , Cell Differentiation , Cell Line , Cell Proliferation/drug effects , Claudin-5/genetics , Claudin-5/metabolism , Drug Evaluation, Preclinical , Endothelial Cells/cytology , Endothelial Cells/metabolism , Gene Editing , Genome , Humans , Mice , Mice, Knockout , Pluripotent Stem Cells/cytology , Pluripotent Stem Cells/metabolism , Pyrazoles/pharmacology , Pyridines/pharmacology , Tight Junctions/metabolism , Vascular Endothelial Growth Factor A/metabolism
2.
Int J Mol Sci ; 21(13)2020 Jul 07.
Article in English | MEDLINE | ID: mdl-32645954

ABSTRACT

Tissue-resident macrophages are key players in inflammatory processes, and their activation and functionality are crucial in health and disease. Numerous diseases are associated with alterations in homeostasis or dysregulation of the innate immune system, including allergic reactions, autoimmune diseases, and cancer. Macrophages are a prime target for drug discovery due to their major regulatory role in health and disease. Currently, the main sources of macrophages used for therapeutic compound screening are primary cells isolated from blood or tissue or immortalized or neoplastic cell lines (e.g., THP-1). Here, we describe an improved method to employ induced pluripotent stem cells (iPSCs) for the high-yield, large-scale production of cells resembling tissue-resident macrophages. For this, iPSC-derived macrophage-like cells are thoroughly characterized to confirm their cell identity and thus their suitability for drug screening purposes. These iPSC-derived macrophages show strong cellular identity with primary macrophages and recapitulate key functional characteristics, including cytokine release, phagocytosis, and chemotaxis. Furthermore, we demonstrate that genetic modifications can be readily introduced at the macrophage-like progenitor stage in order to interrogate drug target-relevant pathways. In summary, this novel method overcomes previous shortcomings with primary and leukemic cells and facilitates large-scale production of genetically modified iPSC-derived macrophages for drug screening applications.


Subject(s)
Induced Pluripotent Stem Cells/cytology , Macrophages/cytology , Cell Culture Techniques/methods , Cell Line , Chemotaxis/physiology , Cytokines/metabolism , Drug Evaluation, Preclinical/methods , Humans , Induced Pluripotent Stem Cells/metabolism , Macrophages/metabolism , Phagocytosis/physiology
3.
Drug Discov Today ; 25(3): 519-534, 2020 03.
Article in English | MEDLINE | ID: mdl-31899257

ABSTRACT

Here, we introduce models at three levels-molecular level, cellular and omics level, and organ and system level-that study drug mechanism and safety in preclinical drug discovery. The models differ in both their scope of study and technical details, but are all rooted in mathematical descriptions of complex biological systems, and all require informatics tools that handle large-volume, heterogeneous, and noisy data. We present principles and recent developments with examples at each level and highlight the synergy by a case study. We proffer a multiscale modelling view of drug discovery, call for a seamless flow of information in the form of models, and examine potential impacts.


Subject(s)
Drug Discovery/methods , Models, Biological , Models, Theoretical , Animals , Computer Simulation , Drug Evaluation, Preclinical/methods , Humans , Models, Molecular
4.
Cell Chem Biol ; 24(5): 624-634.e3, 2017 May 18.
Article in English | MEDLINE | ID: mdl-28434878

ABSTRACT

Today, novel therapeutics are identified in an environment which is intrinsically different from the clinical context in which they are ultimately evaluated. Using molecular phenotyping and an in vitro model of diabetic cardiomyopathy, we show that by quantifying pathway reporter gene expression, molecular phenotyping can cluster compounds based on pathway profiles and dissect associations between pathway activities and disease phenotypes simultaneously. Molecular phenotyping was applicable to compounds with a range of binding specificities and triaged false positives derived from high-content screening assays. The technique identified a class of calcium-signaling modulators that can reverse disease-regulated pathways and phenotypes, which was validated by structurally distinct compounds of relevant classes. Our results advocate for application of molecular phenotyping in early drug discovery, promoting biological relevance as a key selection criterion early in the drug development cascade.


Subject(s)
Computational Biology/methods , Drug Discovery/methods , Phenotype , Data Mining , Drug Evaluation, Preclinical , Humans
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