Dataset Information

A high-throughput screening assay using Krabbe disease patient cells.

ABSTRACT: Globoid cell leukodystrophy (GLD) or Krabbe disease is a lysosomal disease caused by ?-galactocerebrosidase (GALC) deficiency resulting in a rapidly progressive neurodegenerative disorder. Unfortunately, the only available treatment is hematopoietic bone marrow transplantation, which prevents its fulminant manifestation but without treating further neurological manifestations. Here, we describe the development of a cellular high-throughput screening (HTS) assay using GLD patient fibroblasts to screen for small molecules that enhance the residual mutant GALC enzymatic activity. Small molecules have substantial therapeutic potential in GLD because they are more prone to cross the blood-brain barrier, reaching the neuronal affected cells. The transformation of primary skin fibroblasts with SV40 large T antigen has been shown to maintain the biochemical characteristics of the GLD cells and generates sufficient cells for the HTS. Using a specific fluorescent substrate, residual GALC activity from an SV40-transformed GLD patient fibroblast was measurable in high-density microplates. The pilot quantitative HTS against a small compound collection showed robust statistics. The small molecules that showed active concentration-response curves were further studied in primary GLD fibroblasts. This cell-based HTS assay demonstrates the feasibility of employing live GLD patient cells to identify therapeutic agents that can potentially be used for the treatment of this progressive neurodegenerative disease.

SUBMITTER: Ribbens J

PROVIDER: S-EPMC3975245 | biostudies-literature | 2013 Mar

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

A high-throughput screening assay using Krabbe disease patient cells.

Ribbens Jameson J Whiteley Grace G Furuya Hirokazu H Southall Noel N Hu Xin X Marugan Juan J Ferrer Marc M Maegawa Gustavo H B GH

Analytical biochemistry 20121105 1

Globoid cell leukodystrophy (GLD) or Krabbe disease is a lysosomal disease caused by β-galactocerebrosidase (GALC) deficiency resulting in a rapidly progressive neurodegenerative disorder. Unfortunately, the only available treatment is hematopoietic bone marrow transplantation, which prevents its fulminant manifestation but without treating further neurological manifestations. Here, we describe the development of a cellular high-throughput screening (HTS) assay using GLD patient fibroblasts to s ...[more]

PMID: 23138179

Similar Datasets

Project description:The androgen receptor (AR) is a steroid hormone receptor which regulates transcription of androgen-sensitive genes and is responsible for the development and maintenance of male secondary sexual characteristics. Chemicals that interfere with AR activity may lead to pathological conditions in androgen-sensitive tissues. A variety of reporter systems have been developed, driven by androgen-sensitive promoters, which screen for chemicals that modulate androgenic activity. We have developed a flexible, high-throughput AR transcriptional activation assay, designated the Multifunctional Androgen Receptor Screening (MARS) assay, to facilitate the identification of novel modulators of AR transcriptional activity using flow cytometry. Androgen-independent human prostate cancer-derived PC3 cells were transiently cotransfected with an expression vector for the wild-type human AR and an androgen-sensitive promoter regulating the expression of destabilized enhanced GFP (dsEGFP). The transfected cells were stimulated with established androgenic and antiandrogenic compounds and assessed for increased or decreased dsEGFP expression. To screen for antagonists of AR transcription, the AR agonist R1881 was coadministered at submaximal concentrations with potential AR antagonists. The assay was formatted for high-throughput screening using the HyperCyt flow cytometry system. Agents with established androgenic and antiandrogenic activity were used for validation of the MARS assay. AR agonists were found to potently induce dsEGFP. Furthermore, AR agonists induced dsEGFP expression in a dose-dependent manner. Alternatively, AR antagonists blocked dsEGFP expression when coadministered with low-dose R1881, which also occurred in a dose-dependent manner. Modulators of AR transcriptional activity can be successfully identified by the MARS assay, utilizing a rapid, flexible, sensitive, and high-throughput format. Dose-response curves can be successfully generated for these compounds, allowing for an assessment of potency. Because of its simplicity and high-throughput compatibility, the MARS assay and HyperCyt system combined with flow cytometric analysis represents a valuable and novel addition to the current repertoire of AR transcriptional activation screening assays.

Project description:Quantitative high throughput screening (qHTS) assays use cells or tissues to screen thousands of compounds in a short period of time. Data generated from qHTS assays are then evaluated using nonlinear regression models, such as the Hill model, and decisions regarding toxicity are made using the estimates of the parameters of the model. For any given compound, the variability in the observed response may either be constant across dose groups (homoscedasticity) or vary with dose (heteroscedasticity). Since thousands of compounds are simultaneously evaluated in a qHTS assay, it is not practically feasible for an investigator to perform residual analysis to determine the variance structure before performing statistical inferences on each compound. Since it is well-known that the variance structure plays an important role in the analysis of linear and nonlinear regression models it is therefore important to have practically useful and easy to interpret methodology which is robust to the variance structure. Furthermore, given the number of chemicals that are investigated in the qHTS assay, outliers and influential observations are not uncommon. In this article we describe preliminary test estimation (PTE) based methodology which is robust to the variance structure as well as any potential outliers and influential observations. Performance of the proposed methodology is evaluated in terms of false discovery rate (FDR) and power using a simulation study mimicking a real qHTS data. Of the two methods currently in use, our simulations studies suggest that one is extremely conservative with very small power in comparison to the proposed PTE based method whereas the other method is very liberal. In contrast, the proposed PTE based methodology achieves a better control of FDR while maintaining good power. The proposed methodology is illustrated using a data set obtained from the National Toxicology Program (NTP). Additional information, simulation results, data and computer code are available online as supplementary materials.

Dataset Information

A high-throughput screening assay using Krabbe disease patient cells.

Publications

A high-throughput screening assay using Krabbe disease patient cells.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets