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Landscape of microRNA and target expression variation and covariation in single mouse embryonic stem cells

Tarbier, Marcel ; Mackowiak, Sebastian D. ; Sekar, Vaishnovi ; Bonath, Franziska ; Yapar, Etka LU orcid ; Fromm, Bastian ; Faridani, Omid R. ; Biryukova, Inna and Friedländer, Marc R. (2026) In Genome Research
Abstract
microRNAs are small RNA molecules that can repress the expression of protein-coding genes post-transcriptionally. Previous studies have shown that microRNAs can also have alternative functions, including influencing target expression variation and covariation, but these observations have been limited to a few microRNAs. Here we systematically study microRNA alternative functions in mouse embryonic stem cells (mESCs) by genetically deleting Drosha, leading to global loss of microRNAs. We apply complementary single-cell RNA-seq methods to study the variation of the targets and the microRNAs themselves, and transcriptional inhibition to measure target half-lives. We find that microRNAs form four distinct coexpression groups across single... (More)
microRNAs are small RNA molecules that can repress the expression of protein-coding genes post-transcriptionally. Previous studies have shown that microRNAs can also have alternative functions, including influencing target expression variation and covariation, but these observations have been limited to a few microRNAs. Here we systematically study microRNA alternative functions in mouse embryonic stem cells (mESCs) by genetically deleting Drosha, leading to global loss of microRNAs. We apply complementary single-cell RNA-seq methods to study the variation of the targets and the microRNAs themselves, and transcriptional inhibition to measure target half-lives. We find that microRNAs form four distinct coexpression groups across single cells. In particular, the mir-290 and the mir-182 genome clusters are abundantly, variably, and inversely expressed. Some cells have global biases toward specific miRNAs originating from either end of the hairpin precursor, suggesting the presence of unknown regulatory cofactors. We find that microRNAs generally increase variation and covariation of their targets at the RNA level, but we also find microRNAs such as miR-182 that appear to have opposite functions. In particular, microRNAs that are themselves variable in expression, such as miR-291a, are more likely to induce covariations. In summary, we apply genetic perturbation and multiomics to give the first global picture of microRNA dynamics at the single-cell level.
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author
; ; ; ; ; ; ; and
organization
publishing date
type
Contribution to journal
publication status
epub
subject
in
Genome Research
publisher
Cold Spring Harbor Laboratory Press (CSHL)
external identifiers
  • pmid:41526192
ISSN
1549-5469
DOI
10.1101/gr.279914.124
language
English
LU publication?
yes
id
c2d5a87f-58ea-45ab-a182-afd6ad800698
alternative location
http://genome.cshlp.org/lookup/doi/10.1101/gr.279914.124
date added to LUP
2026-01-14 10:26:37
date last changed
2026-01-20 16:32:22
@article{c2d5a87f-58ea-45ab-a182-afd6ad800698,
  abstract     = {{microRNAs are small RNA molecules that can repress the expression of protein-coding genes post-transcriptionally. Previous studies have shown that microRNAs can also have alternative functions, including influencing target expression variation and covariation, but these observations have been limited to a few microRNAs. Here we systematically study microRNA alternative functions in mouse embryonic stem cells (mESCs) by genetically deleting Drosha, leading to global loss of microRNAs. We apply complementary single-cell RNA-seq methods to study the variation of the targets and the microRNAs themselves, and transcriptional inhibition to measure target half-lives. We find that microRNAs form four distinct coexpression groups across single cells. In particular, the mir-290 and the mir-182 genome clusters are abundantly, variably, and inversely expressed. Some cells have global biases toward specific miRNAs originating from either end of the hairpin precursor, suggesting the presence of unknown regulatory cofactors. We find that microRNAs generally increase variation and covariation of their targets at the RNA level, but we also find microRNAs such as miR-182 that appear to have opposite functions. In particular, microRNAs that are themselves variable in expression, such as miR-291a, are more likely to induce covariations. In summary, we apply genetic perturbation and multiomics to give the first global picture of microRNA dynamics at the single-cell level.<br/>}},
  author       = {{Tarbier, Marcel and Mackowiak, Sebastian D. and Sekar, Vaishnovi and Bonath, Franziska and Yapar, Etka and Fromm, Bastian and Faridani, Omid R. and Biryukova, Inna and Friedländer, Marc R.}},
  issn         = {{1549-5469}},
  language     = {{eng}},
  month        = {{01}},
  publisher    = {{Cold Spring Harbor Laboratory Press (CSHL)}},
  series       = {{Genome Research}},
  title        = {{Landscape of microRNA and target expression variation and covariation in single mouse embryonic stem cells}},
  url          = {{http://dx.doi.org/10.1101/gr.279914.124}},
  doi          = {{10.1101/gr.279914.124}},
  year         = {{2026}},
}