title: High content screening for compounds that induce early stages of human embryonic stem cell differentiation.
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.
authors.affiliation: CHA University, College of Life Science, 502 Ace bldg, Yatap-Dong, Bundang-gu, Seongnam-si, Gyeonggi-do, South Korea.
authors.forename: JooHyun
authors.initials: J
authors.lastname: Jee
authors.forename: HeeKyoung
authors.initials: H
authors.lastname: Jeon
authors.forename: DongYoun
authors.initials: D
authors.lastname: Hwang
authors.forename: Peter
authors.initials: P
authors.lastname: Sommer
authors.forename: Zewon
authors.initials: Z
authors.lastname: Park
authors.forename: Jonathan
authors.initials: J
authors.lastname: Cechetto
authors.forename: Thierry
authors.initials: T
authors.lastname: Dorval
mesh_terms: D002454:Cell Differentiation / Q000187:drug effects*; D002460:Cell Line; D004353:Drug Evaluation, Preclinical / Q000379:methods; D053595:Embryonic Stem Cells / Q000166:cytology / Q000187:drug effects*; D057166:High-Throughput Screening Assays / Q000379:methods*; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D054852:Small Molecule Libraries / Q000494:pharmacology*; D012984:Software
chemical_list: D054852:Small Molecule Libraries