Open AccessPrediction of putative small molecules for manipulation of enriched signalling pathways in hESC‐derived early cardiovascular progenitors by bioinformatics analysis
Author(s) -
Vahdat Sadaf,
Bakhshandeh Behnaz
Publication year - 2019
Publication title -
iet systems biology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.367
H-Index - 50
eISSN - 1751-8857
pISSN - 1751-8849
DOI - 10.1049/iet-syb.2018.5037
Subject(s) - biology , embryonic stem cell , wnt signaling pathway , microbiology and biotechnology , induced pluripotent stem cell , cell fate determination , microarray analysis techniques , gene regulatory network , regenerative medicine , stem cell , mesoderm , computational biology , signal transduction , gene , gene expression , genetics , transcription factor
Human pluripotent stem cell‐derived cardiovascular progenitor cells (CPCs) are considered as powerful tools for cardiac regenerative medicine and developmental study. Mesoderm posterior1 + (MESP1 + ) cells are identified as the earliest CPCs from which almost all cardiac cell types are generated. Molecular insights to the transcriptional regulatory factors of early CPCs are required to control cell fate decisions. Herein, the microarray data set of human embryonic stem cells (hESCs)‐derived MESP1 + cells was analysed and differentially expressed genes (DEGs) were identified in comparison to undifferentiated hESCs and MESP1‐negative cells. Then, gene ontology and pathway enrichment analysis of DEGs were carried out with the subsequent prediction of putative regulatory small molecules for modulation of CPC fate. Some key signalling cascades of cardiogenesis including Hippo, Wnt, transforming growth factor‐β, and PI3K/Akt were highlighted in MESP1 + cells. The transcriptional regulatory network of MESP1 + cells were visualised through interaction networks of DEGs. Additionally, 35 promising chemicals were predicted based on correlations with gene expression signature of MESP1 + cells for effective in vitro CPC manipulation. Studying the transcriptional profile of MESP1 + cells resulted into the identification of important signalling pathways and chemicals which could be introduced as powerful tools to manage proliferation and differentiation of hESC‐derived CPCs more efficiently.