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High Content Screening for Compounds that Induce Early Stages of Human Embryonic Stem Cell Differentiation
- Source :
- Combinatorial Chemistry and High Throughput Screening, Combinatorial Chemistry and High Throughput Screening, Bentham Science Publishers, 2012, 15 (8), pp.656-665. ⟨10.2174/138620712802650540⟩
- Publication Year :
- 2012
- Publisher :
- HAL CCSD, 2012.
-
Abstract
- Embryonic stem cells, due to their self-renewal and pluripotency properties, can be used to repair damaged tissues and as an unlimited source of differentiated cells. Although stem cells represent an important opportunity for cell based therapy and small molecules screening (in the context of drug or target discovery) many drawbacks are still preventing their widespread use. One of the most significant limitations is related to the complexity, as well as the reliability, of current protocols driving stem cells into any homogeneously differentiated cellular population. In this respect there is a strong demand for molecular agents promoting differentiation and thereby enabling robust, efficient and safe production of differentiated cells. In order to identify novel molecules that enhance early stages of differentiation, we developed an image based high content screening (HCS) approach using human embryonic stem cells (hESC). In our approach, we took advantage of custom image mining software specifically adapted for the selection of stem cell differentiation agents and the rejection of false positive hits. As a proof of concept -3500 small molecules originating from commercial libraries were screened and a number of molecules of interests were identified. These molecules show stem cell differentiation properties comparable to the phenotypic signature obtained with the reference compound retinoic acid.
- Subjects :
- MESH: Embryonic Stem Cells/cytology
MESH: Small Molecule Libraries/pharmacology
Cellular differentiation
Population
Drug Evaluation, Preclinical
Context (language use)
Biology
Bioinformatics
Stem cell marker
01 natural sciences
Cell Line
Small Molecule Libraries
03 medical and health sciences
MESH: Software
0302 clinical medicine
Drug Discovery
Image Processing, Computer-Assisted
Humans
education
MESH: High-Throughput Screening Assays/methods
Embryonic Stem Cells
education.field_of_study
MESH: Humans
Organic Chemistry
MESH: Embryonic Stem Cells/drug effects
Cell Differentiation
General Medicine
Embryonic stem cell
0104 chemical sciences
3. Good health
Computer Science Applications
Cell biology
High-Throughput Screening Assays
MESH: Cell Line
010404 medicinal & biomolecular chemistry
MESH: Drug Evaluation, Preclinical/methods
030220 oncology & carcinogenesis
High-content screening
[SDV.MP.VIR]Life Sciences [q-bio]/Microbiology and Parasitology/Virology
MESH: Cell Differentiation/drug effects
Stem cell
MESH: Image Processing, Computer-Assisted/methods
Software
Subjects
Details
- Language :
- English
- ISSN :
- 13862073
- Database :
- OpenAIRE
- Journal :
- Combinatorial Chemistry and High Throughput Screening, Combinatorial Chemistry and High Throughput Screening, Bentham Science Publishers, 2012, 15 (8), pp.656-665. ⟨10.2174/138620712802650540⟩
- Accession number :
- edsair.doi.dedup.....100b110236167b1fc1a541c0f5c1cd38
- Full Text :
- https://doi.org/10.2174/138620712802650540⟩