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1.
bioRxiv ; 2023 Sep 13.
Article in English | MEDLINE | ID: mdl-37745522

ABSTRACT

Beta-Propeller Protein-Associated Neurodegeneration (BPAN) is one of the commonest forms of Neurodegeneration with Brain Iron Accumulation, caused by mutations in the gene encoding the autophagy-related protein, WDR45. The mechanisms linking autophagy, iron overload and neurodegeneration in BPAN are poorly understood and, as a result, there are currently no disease-modifying treatments for this progressive disorder. We have developed a patient-derived, induced pluripotent stem cell (iPSC)-based midbrain dopaminergic neuronal cell model of BPAN (3 patient, 2 age-matched controls and 2 isogenic control lines) which shows defective autophagy and aberrant gene expression in key neurodegenerative, neurodevelopmental and collagen pathways. A high content imaging-based medium-throughput blinded drug screen using the FDA-approved Prestwick library identified 5 cardiac glycosides that both corrected disease-related defective autophagosome formation and restored BPAN-specific gene expression profiles. Our findings have clear translational potential and emphasise the utility of iPSC-based modelling in elucidating disease pathophysiology and identifying targeted therapeutics for early-onset monogenic disorders.

2.
J Vis Exp ; (196)2023 06 30.
Article in English | MEDLINE | ID: mdl-37458468

ABSTRACT

Growing evidence has shown that high autophagic flux is related to tumor progression and cancer therapy resistance. Assaying individual autophagy proteins is a prerequisite for therapeutic strategies targeting this pathway. Inhibition of the autophagy protease ATG4B has been shown to increase overall survival, suggesting that ATG4B could be a potential drug target for cancer therapy. Our laboratory has developed a selective luciferase-based assay for monitoring ATG4B activity in cells. For this assay, the substrate of ATG4B, LC3B, is tagged at the C-terminus with a secretable luciferase from the marine copepod Gaussia princeps (GLUC). This reporter is linked to the actin cytoskeleton, thus keeping it in the cytoplasm of cells when uncleaved. ATG4B-mediated cleavage results in the release of GLUC by non-conventional secretion, which then can be monitored by harvesting supernatants from cell culture as a correlate of cellular ATG4B activity. This paper presents the adaptation of this luciferase-based assay to automated high-throughput screening. We describe the workflow and optimization for exemplary high-throughput analysis of cellular ATG4B activity.


Subject(s)
Cysteine , Neoplasms , Humans , Autophagy-Related Proteins/metabolism , Drug Evaluation, Preclinical , Autophagy , Peptide Hydrolases , Luciferases
3.
SLAS Discov ; 28(2): 42-51, 2023 03.
Article in English | MEDLINE | ID: mdl-36610640

ABSTRACT

Induced pluripotent stem cells (iPSCs) have great potential as physiological disease models for human disorders where access to primary cells is difficult, such as neurons. In recent years, many protocols have been developed for the generation of iPSCs and the differentiation into specialised cell subtypes of interest. More recently, these models have been modified to allow large-scale phenotyping and high-content screening of small molecule compounds in iPSC-derived neuronal cells. Here, we describe the automated seeding of day 11 ventral midbrain progenitor cells into 96-well plates, administration of compounds, automated staining for immunofluorescence, the acquisition of images on a high-content screening platform and workflows for image analysis.


Subject(s)
Induced Pluripotent Stem Cells , Humans , Cells, Cultured , Neurons , Cell Differentiation/physiology , Image Processing, Computer-Assisted
4.
Biochem J ; 478(23): 4099-4118, 2021 12 10.
Article in English | MEDLINE | ID: mdl-34704599

ABSTRACT

Mitochondrial dysfunction is implicated in Parkinson disease (PD). Mutations in Parkin, an E3 ubiquitin ligase, can cause juvenile-onset Parkinsonism, probably through impairment of mitophagy. Inhibition of the de-ubiquitinating enzyme USP30 may counter this effect to enhance mitophagy. Using different tools and cellular approaches, we wanted to independently confirm this claimed role for USP30. Pharmacological characterisation of additional tool compounds that selectively inhibit USP30 are reported. The consequence of USP30 inhibition by these compounds, siRNA knockdown and overexpression of dominant-negative USP30 on the mitophagy pathway in different disease-relevant cellular models was explored. Knockdown and inhibition of USP30 showed increased p-Ser65-ubiquitin levels and mitophagy in neuronal cell models. Furthermore, patient-derived fibroblasts carrying pathogenic mutations in Parkin showed reduced p-Ser65-ubiquitin levels compared with wild-type cells, levels that could be restored using either USP30 inhibitor or dominant-negative USP30 expression. Our data provide additional support for USP30 inhibition as a regulator of the mitophagy pathway.


Subject(s)
Mitochondrial Proteins/metabolism , Mitophagy , Parkinson Disease/metabolism , Protein Kinases/metabolism , Thiolester Hydrolases/metabolism , Ubiquitin-Protein Ligases/metabolism , Cell Line , Fibroblasts , Humans
5.
EMBO Rep ; 20(11): e47967, 2019 11 05.
Article in English | MEDLINE | ID: mdl-31566294

ABSTRACT

Dystroglycan, an extracellular matrix receptor, has essential functions in various tissues. Loss of α-dystroglycan-laminin interaction due to defective glycosylation of α-dystroglycan underlies a group of congenital muscular dystrophies often associated with brain malformations, referred to as dystroglycanopathies. The lack of isogenic human dystroglycanopathy cell models has limited our ability to test potential drugs in a human- and neural-specific context. Here, we generated induced pluripotent stem cells (iPSCs) from a severe dystroglycanopathy patient with homozygous FKRP (fukutin-related protein gene) mutation. We showed that CRISPR/Cas9-mediated gene correction of FKRP restored glycosylation of α-dystroglycan in iPSC-derived cortical neurons, whereas targeted gene mutation of FKRP in wild-type cells disrupted this glycosylation. In parallel, we screened 31,954 small molecule compounds using a mouse myoblast line for increased glycosylation of α-dystroglycan. Using human FKRP-iPSC-derived neural cells for hit validation, we demonstrated that compound 4-(4-bromophenyl)-6-ethylsulfanyl-2-oxo-3,4-dihydro-1H-pyridine-5-carbonitrile (4BPPNit) significantly augmented glycosylation of α-dystroglycan, in part through upregulation of LARGE1 glycosyltransferase gene expression. Together, isogenic human iPSC-derived cells represent a valuable platform for facilitating dystroglycanopathy drug discovery and therapeutic development.


Subject(s)
Drug Evaluation, Preclinical , Dystroglycans/metabolism , Induced Pluripotent Stem Cells/metabolism , Base Sequence , CRISPR-Cas Systems , Cells, Cultured , Drug Evaluation, Preclinical/methods , Dystroglycans/genetics , Gene Editing , Gene Targeting , Genetic Loci , Glycosylation/drug effects , High-Throughput Nucleotide Sequencing , Humans , Molecular Imaging , Muscular Dystrophies/drug therapy , Muscular Dystrophies/etiology , Muscular Dystrophies/metabolism , Mutation , N-Acetylglucosaminyltransferases/genetics , N-Acetylglucosaminyltransferases/metabolism , Neural Stem Cells/metabolism , Neurons/metabolism , Pentosyltransferases/genetics , Pentosyltransferases/metabolism
6.
Autophagy ; 15(11): 2002-2011, 2019 11.
Article in English | MEDLINE | ID: mdl-31060423

ABSTRACT

Mitochondrial quality control is essential for maintaining a healthy population of mitochondria. Two proteins associated with Parkinson disease, the kinase PINK1 and the E3 ubiquitin ligase PRKN, play a central role in the selective degradation of heavily damaged mitochondria (mitophagy), thus avoiding their toxic accumulation. Most of the knowledge on PINK1-PRKN mitophagy comes from in vitro experiments involving the treatment of mammalian cells with high concentrations of mitochondrial uncouplers, such as CCCP. These chemicals have been shown to mediate off target effects, other than mitochondrial depolarization. A matter of controversy between mitochondrial physiologists and cell biologists is the discrepancy between concentrations of CCCP needed to activate mitophagy (usually >10 µM), when compared to the much lower concentrations used to depolarize mitochondria (<1 µM). Thus, there is an urgent need for optimizing the current methods to assess PINK1-PRKN mitophagy in vitro. In this study, we address the utilization of high CCCP concentrations commonly used to activate mitophagy. Combining live fluorescence microscopy and biochemistry, we show that the FBS/BSA in the cell culture medium reduces the ability of CCCP to induce PINK1 accumulation at depolarized mitochondria, subsequent PRKN recruitment and ubiquitin phosphorylation, and ultimately mitochondrial clearance. As a result, high concentrations of CCCP are required to induce mitophagy in FBS/BSA containing media. These data unite mitochondrial physiology and mitophagy studies and are a first step toward a consensus on optimal experimental conditions for PINK1-PRKN mitophagy and mitochondrial physiology investigations to be carried out in parallel. Abbreviations: BSA: bovine serum albumin; CCCP: carbonyl cyanide m-chlorophenylhydrazone; DMEM: dulbecco's Modified Eagle's Medium; DNP: 2,4-dinitrophenol; FBS: fetal bovine serum; FCCP: carbonyl cyanide-4-(trifluoromethoxy)phenylhydrazone; GSH: glutathione; HBSS: Hanks' balanced salt solution; mtKeima: mitochondria-targeted monomeric keima-red; PBS: phosphate buffered saline; PD: Parkinson disease; PINK1: PTEN induced kinase 1; POE SHSY5Ys: FLAG-PRKN over-expressing SHSY5Y cells; SDS-PAGE: sodium dodecyl sulfate polyacrylamide gel electrophoresis; TMRM: tetramethylrhodamine methyl ester; WB: western blot; WT: wild-type; ΔΨm: mitochondrial membrane potential.


Subject(s)
Carbonyl Cyanide m-Chlorophenyl Hydrazone/pharmacology , Mitochondria/metabolism , Mitophagy/genetics , Protein Kinases/metabolism , Serum Albumin, Bovine/pharmacology , Ubiquitin-Protein Ligases/metabolism , Culture Media , Electron Transport Complex III/antagonists & inhibitors , HeLa Cells , Humans , Lysosomes/drug effects , Lysosomes/genetics , Lysosomes/metabolism , Membrane Potential, Mitochondrial/drug effects , Membrane Potential, Mitochondrial/genetics , Mitochondria/drug effects , Mitochondria/genetics , Mitochondrial Proton-Translocating ATPases/antagonists & inhibitors , Mitophagy/drug effects , Protein Kinases/genetics , Serum/chemistry , Serum/metabolism , Ubiquitin-Protein Ligases/genetics
7.
Methods Mol Biol ; 1994: 159-164, 2019.
Article in English | MEDLINE | ID: mdl-31124113

ABSTRACT

Induced pluripotent stem cell (iPSC) derived neurons are an excellent in vitro model of neurological diseases that are often used in early stage drug discovery projects. Thus far, the use of iPSC-derived cells in small molecule drug screening has been limited, and one of the reasons for this has been the challenge of miniaturization of iPSC culture and differentiation in low volume microwell plate formats. Here we describe a method of seeding iPSC-derived neurons into 384-well plates towards the end of the differentiation procedure. This method covers coating the plates with substrates to aid attachment, dissociation of the cells into a single cell suspension, and seeding onto 384-well plates to give an even distribution of neurons. This method facilitates the use of iPSC-derived neurons for high-content imaging, whole-well assays, and small-molecule drug screening.


Subject(s)
Induced Pluripotent Stem Cells/cytology , Neurons/cytology , Cell Culture Techniques/methods , Cell Differentiation , Cells, Cultured , Humans , Neurons/metabolism
8.
Methods Mol Biol ; 1994: 165-174, 2019.
Article in English | MEDLINE | ID: mdl-31124114

ABSTRACT

Autophagy is the process by which cellular proteins and organelles are degraded and recycled and is essential to the survival of cells. Defective autophagic degradation has been linked to many neurodegenerative diseases and in particular lysosomal storage diseases. Here we describe a high-content assay to detect defects in the autophagy pathway in induced pluripotent stem cell-derived neurons. This assay utilizes immunofluorescence to stain autophagosomes and uses automated image analysis to measure changes in autophagosome levels in response to modulators of autophagy.


Subject(s)
Autophagosomes/metabolism , Autophagy/physiology , Fluorescent Antibody Technique/methods , Induced Pluripotent Stem Cells/cytology , Neurons/cytology , Humans , Image Processing, Computer-Assisted , Microscopy, Fluorescence , Neurons/metabolism
9.
Methods Mol Biol ; 1994: 175-184, 2019.
Article in English | MEDLINE | ID: mdl-31124115

ABSTRACT

Mitochondrial dysfunction is linked to many neurological diseases; therefore, the ability to measure mitochondrial function is of great use for researching disease and testing potential therapeutics. Here we describe a high-content assay to simultaneously measure mitochondrial membrane potential, morphology and cell viability in iPSC-derived neurons. Neurons are seeded into plates suitable for fluorescent microscopy, stained with the mitochondrial membrane potential-dependent dye TMRM, cytoplasmic dye Calcein AM, and nuclear stain Hoechst 33342. Images are acquired in live cells and analyzed using automated image analysis software.


Subject(s)
Image Processing, Computer-Assisted/methods , Induced Pluripotent Stem Cells/cytology , Membrane Potential, Mitochondrial , Microscopy, Fluorescence , Neurons/ultrastructure , Cell Survival , Humans , Mitochondria/ultrastructure , Neurons/cytology , Neurons/physiology
10.
Viruses ; 11(2)2019 02 20.
Article in English | MEDLINE | ID: mdl-30791609

ABSTRACT

Viruses are a major threat to human health and economic well-being. In recent years Ebola, Zika, influenza, and chikungunya virus epidemics have raised awareness that infections can spread rapidly before vaccines or specific antagonists can be made available. Broad-spectrum antivirals are drugs with the potential to inhibit infection by viruses from different groups or families, which may be deployed during outbreaks when specific diagnostics, vaccines or directly acting antivirals are not available. While pathogen-directed approaches are generally effective against a few closely related viruses, targeting cellular pathways used by multiple viral agents can have broad-spectrum efficacy. Virus entry, particularly clathrin-mediated endocytosis, constitutes an attractive target as it is used by many viruses. Using a phenotypic screening strategy where the inhibitory activity of small molecules was sequentially tested against different viruses, we identified 12 compounds with broad-spectrum activity, and found a subset blocking viral internalisation and/or fusion. Importantly, we show that compounds identified with this approach can reduce viral replication in a mouse model of Zika infection. This work provides proof of concept that it is possible to identify broad-spectrum inhibitors by iterative phenotypic screenings, and that inhibition of host-pathways critical for viral life cycles can be an effective antiviral strategy.


Subject(s)
Antiviral Agents/isolation & purification , Antiviral Agents/pharmacology , Host-Pathogen Interactions/drug effects , Small Molecule Libraries , Virus Internalization/drug effects , Viruses/drug effects , Animals , HeLa Cells , Humans , Inhibitory Concentration 50 , Mice , RNA, Viral/genetics , Virus Replication/drug effects , Zika Virus/drug effects , Zika Virus Infection/drug therapy
11.
Front Cell Dev Biol ; 6: 148, 2018.
Article in English | MEDLINE | ID: mdl-30443548

ABSTRACT

Autophagy protease ATG4B is a key regulator of the LC3/GABARAP conjugation system required for autophagosome formation, maturation and closure. Members of the ATG4 and the LC3/GABARAP family have been implicated in various diseases including cancer, and targeting the ATG4B protease has been suggested as a potential therapeutic anti-cancer strategy. Recently, it has been demonstrated that ATG4B is regulated by multiple post-translational modifications, including phosphorylation and de-phosphorylation. In order to identify regulators of ATG4B activity, we optimized a cell-based luciferase assay based on ATG4B-dependent release of Gaussia luciferase. We applied this assay in a proof-of-concept small molecule compound screen and identified activating compounds that increase cellular ATG4B activity. Next, we performed a high-throughput screen to identify kinases and phosphatases that regulate cellular ATG4B activity using siRNA mediated knockdown and cDNA overexpression. Of these, we provide preliminary evidence that the kinase AKT2 enhances ATG4B activity in cells. We provide all raw and processed data from the screens as a resource for further analysis. Overall, our findings provide novel insights into the regulation of ATG4B and highlight the importance of post-translational modifications of ATG4B.

12.
Sci Rep ; 8(1): 9033, 2018 06 13.
Article in English | MEDLINE | ID: mdl-29899557

ABSTRACT

Mitochondrial dysfunction is implicated in many neurodegenerative diseases including Parkinson's disease (PD). Induced pluripotent stem cells (iPSCs) provide a unique cell model for studying neurological diseases. We have established a high-content assay that can simultaneously measure mitochondrial function, morphology and cell viability in iPSC-derived dopaminergic neurons. iPSCs from PD patients with mutations in SNCA and unaffected controls were differentiated into dopaminergic neurons, seeded in 384-well plates and stained with the mitochondrial membrane potential dependent dye TMRM, alongside Hoechst-33342 and Calcein-AM. Images were acquired using an automated confocal screening microscope and single cells were analysed using automated image analysis software. PD neurons displayed reduced mitochondrial membrane potential and altered mitochondrial morphology compared to control neurons. This assay demonstrates that high content screening techniques can be applied to the analysis of mitochondria in iPSC-derived neurons. This technique could form part of a drug discovery platform to test potential new therapeutics for PD and other neurodegenerative diseases.


Subject(s)
Dopaminergic Neurons/metabolism , Induced Pluripotent Stem Cells/metabolism , Mitochondria/metabolism , Mutation , Single-Cell Analysis/methods , alpha-Synuclein/metabolism , Benzimidazoles , Cell Differentiation/genetics , Cell Survival/genetics , Cells, Cultured , Humans , Membrane Potential, Mitochondrial/genetics , Microscopy, Confocal , Mitochondria/genetics , Parkinson Disease/genetics , Parkinson Disease/metabolism , Parkinson Disease/pathology , Rhodamines , alpha-Synuclein/genetics
13.
Biochemistry ; 55(3): 608-17, 2016 Jan 26.
Article in English | MEDLINE | ID: mdl-26701387

ABSTRACT

Protein kinases are essential regulators of most cellular processes and are involved in the etiology and progression of multiple diseases. The cdc2-like kinases (CLKs) have been linked to various neurodegenerative disorders, metabolic regulation, and virus infection, and the kinases have been recognized as potential drug targets. Here, we have developed a screening workflow for the identification of potent CLK2 inhibitors and identified compounds with a novel chemical scaffold structure, the benzobisthiazoles, that has not been previously reported for kinase inhibitors. We propose models for binding of these compounds to CLK family proteins and key residues in CLK2 that are important for the compound interactions and the kinase activity. We identified structural elements within the benzobisthiazole that determine CLK2 and CLK3 inhibition, thus providing a rationale for selectivity assays. In summary, our results will inform structure-based design of CLK family inhibitors based on the novel benzobisthiazole scaffold.


Subject(s)
Benzothiazoles/chemistry , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/antagonists & inhibitors , Amino Acid Sequence , Benzothiazoles/chemical synthesis , Humans , Molecular Docking Simulation , Molecular Sequence Data , Mutation , Protein Binding , Protein Serine-Threonine Kinases/chemistry , Protein Serine-Threonine Kinases/genetics , Protein-Tyrosine Kinases/chemistry , Protein-Tyrosine Kinases/genetics , Sequence Alignment , Small Molecule Libraries , Structure-Activity Relationship
14.
J Biomol Screen ; 20(8): 932-42, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25851034

ABSTRACT

The discovery of RNA interference (RNAi) has enabled several breakthrough discoveries in the area of functional genomics. The RNAi technology has emerged as one of the major tools for drug target identification and has been steadily improved to allow gene manipulation in cell lines, tissues, and whole organisms. One of the major hurdles for the use of RNAi in high-throughput screening has been delivery to cells and tissues. Some cell types are refractory to high-efficiency transfection with standard methods such as lipofection or calcium phosphate precipitation and require different means. Electroporation is a powerful and versatile method for delivery of RNA, DNA, peptides, and small molecules into cell lines and primary cells, as well as whole tissues and organisms. Of particular interest is the use of electroporation for delivery of small interfering RNA oligonucleotides and clustered regularly interspaced short palindromic repeats/Cas9 plasmid vectors in high-throughput screening and for therapeutic applications. Here, we will review the use of electroporation in high-throughput screening in cell lines and tissues.


Subject(s)
Electroporation/methods , Gene Transfer Techniques , RNA, Small Interfering/genetics , Animals , High-Throughput Screening Assays , Humans , RNA Interference , Transfection/methods
15.
BMC Biochem ; 15: 14, 2014 Jul 09.
Article in English | MEDLINE | ID: mdl-25007711

ABSTRACT

BACKGROUND: Secreted luciferases are highly useful bioluminescent reporters for cell-based assays and drug discovery. A variety of secreted luciferases from marine organisms have been described that harbor an N-terminal signal peptide for release along the classical secretory pathway. Here, we have characterized the secretion of Gaussia luciferase in more detail. RESULTS: We describe three basic mechanisms by which GLUC can be released from cells: first, classical secretion by virtue of the N-terminal signal peptide; second, internal signal peptide-mediated secretion and third, non-conventional secretion in the absence of an N-terminal signal peptide. Non-conventional release of dNGLUC is not stress-induced, does not require autophagy and can be enhanced by growth factor stimulation. Furthermore, we have identified the golgi-associated, gamma adaptin ear containing, ARF binding protein 1 (GGA1) as a suppressor of release of dNGLUC. CONCLUSIONS: Due to its secretion via multiple secretion pathways GLUC can find multiple applications as a research tool to study classical and non-conventional secretion. As GLUC can also be released from a reporter construct by internal signal peptide-mediated secretion it can be incorporated in a novel bicistronic secretion system.


Subject(s)
ATP-Binding Cassette Transporters/metabolism , Bacterial Proteins/metabolism , Biochemistry/methods , Luciferases, Firefly/metabolism , ATP-Binding Cassette Transporters/genetics , Adaptor Proteins, Vesicular Transport/genetics , Bacterial Proteins/genetics , Bodily Secretions , Genes/genetics , Genes, Reporter/genetics , HEK293 Cells , Humans , Luciferases, Firefly/genetics , Protein Sorting Signals/genetics
16.
Front Genet ; 4: 193, 2013.
Article in English | MEDLINE | ID: mdl-24109485

ABSTRACT

Manipulation of gene expression on a genome-wide level is one of the most important systematic tools in the post-genome era. Such manipulations have largely been enabled by expression cloning approaches using sequence-verified cDNA libraries, large-scale RNA interference libraries (shRNA or siRNA) and zinc finger nuclease technologies. More recently, the CRISPR (clustered regularly interspaced short palindromic repeats) and CRISPR-associated (Cas)9-mediated gene editing technology has been described that holds great promise for future use of this technology in genomic manipulation. It was suggested that the CRISPR system has the potential to be used in high-throughput, large-scale loss of function screening. Here we discuss some of the challenges in engineering of CRISPR/Cas genomic libraries and some of the aspects that need to be addressed in order to use this technology on a high-throughput scale.

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