Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
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
_version_ 1784782785118994432
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
work_keys_str_mv AT schaefermoritz globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT nabihamena globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT spiesdaniel globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT hermesvictoria globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT bodakmaxime globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT wischnewskiharry globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT stalderpatrick globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT ngondorichardpatryk globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT liechtiluzangelica globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT sajictatjana globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT aebersoldruedi globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT gatfielddavid globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis
AT ciaudoconstance globalandpreciseidentificationoffunctionalmirnatargetsinmescsbyintegrativeanalysis