Global and precise identification of functional miRNA targets in mESCs by integrative analysis.
Moritz SchaeferAmena NabihDaniel SpiesVictoria HermesMaxime BodakHarry WischnewskiPatrick StalderRichard Patryk NgondoLuz Angelica LiechtiTatjana SajicRuedi AebersoldDavid GatfieldConstance CiaudoPublished in: EMBO reports (2022)
MicroRNA (miRNA) loaded Argonaute (AGO) complexes regulate gene expression via direct base pairing with their mRNA targets. Previous works suggest that up to 60% of mammalian transcripts might be subject to miRNA-mediated regulation, but it remains largely unknown which fraction of these interactions are functional in a specific cellular context. Here, we integrate transcriptome data from a set of miRNA-depleted mouse embryonic stem cell (mESC) lines with published miRNA interaction predictions and AGO-binding profiles. Using this integrative approach, combined with molecular validation data, we present evidence that <ā10% of expressed genes are functionally and directly regulated by miRNAs in mESCs. In addition, analyses of the stem cell-specific miR-290-295 cluster target genes identify TFAP4 as an important transcription factor for early development. The extensive datasets developed in this study will support the development of improved predictive models for miRNA-mRNA functional interactions.
Keyphrases
- stem cells
- gene expression
- genome wide
- transcription factor
- cell proliferation
- dna methylation
- electronic health record
- bioinformatics analysis
- randomized controlled trial
- rna seq
- systematic review
- long non coding rna
- big data
- machine learning
- genome wide identification
- mesenchymal stem cells
- cancer therapy
- data analysis
- network analysis