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Global and precise identification of functional miRNA targets in mESCs by integrative analysis
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 interaction...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9442311/ https://www.ncbi.nlm.nih.gov/pubmed/35899551 http://dx.doi.org/10.15252/embr.202254762 |
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author | Schaefer, Moritz Nabih, Amena Spies, Daniel Hermes, Victoria Bodak, Maxime Wischnewski, Harry Stalder, Patrick Ngondo, Richard Patryk Liechti, Luz Angelica Sajic, Tatjana Aebersold, Ruedi Gatfield, David Ciaudo, Constance |
author_facet | Schaefer, Moritz Nabih, Amena Spies, Daniel Hermes, Victoria Bodak, Maxime Wischnewski, Harry Stalder, Patrick Ngondo, Richard Patryk Liechti, Luz Angelica Sajic, Tatjana Aebersold, Ruedi Gatfield, David Ciaudo, Constance |
author_sort | Schaefer, Moritz |
collection | PubMed |
description | 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 < 10% 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. |
format | Online Article Text |
id | pubmed-9442311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94423112022-09-09 Global and precise identification of functional miRNA targets in mESCs by integrative analysis Schaefer, Moritz Nabih, Amena Spies, Daniel Hermes, Victoria Bodak, Maxime Wischnewski, Harry Stalder, Patrick Ngondo, Richard Patryk Liechti, Luz Angelica Sajic, Tatjana Aebersold, Ruedi Gatfield, David Ciaudo, Constance EMBO Rep Reports 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 < 10% 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. John Wiley and Sons Inc. 2022-07-28 /pmc/articles/PMC9442311/ /pubmed/35899551 http://dx.doi.org/10.15252/embr.202254762 Text en © 2022 The Authors. Published under the terms of the CC BY NC ND 4.0 license. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Reports Schaefer, Moritz Nabih, Amena Spies, Daniel Hermes, Victoria Bodak, Maxime Wischnewski, Harry Stalder, Patrick Ngondo, Richard Patryk Liechti, Luz Angelica Sajic, Tatjana Aebersold, Ruedi Gatfield, David Ciaudo, Constance Global and precise identification of functional miRNA targets in mESCs by integrative analysis |
title | Global and precise identification of functional miRNA targets in mESCs by integrative analysis |
title_full | Global and precise identification of functional miRNA targets in mESCs by integrative analysis |
title_fullStr | Global and precise identification of functional miRNA targets in mESCs by integrative analysis |
title_full_unstemmed | Global and precise identification of functional miRNA targets in mESCs by integrative analysis |
title_short | Global and precise identification of functional miRNA targets in mESCs by integrative analysis |
title_sort | global and precise identification of functional mirna targets in mescs by integrative analysis |
topic | Reports |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9442311/ https://www.ncbi.nlm.nih.gov/pubmed/35899551 http://dx.doi.org/10.15252/embr.202254762 |
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