Temporal analysis of enhancers during mouse cerebellar development reveals dynamic and novel regulatory functions

Abstract

We have identified active enhancers in the mouse cerebellum at embryonic and postnatal stages which provides a view of novel enhancers active during cerebellar development. The majority of cerebellar enhancers have dynamic activity between embryonic and postnatal development. Cerebellar enhancers were enriched for neural transcription factor binding sites with temporally specific expression. Putative gene targets displayed spatially restricted expression patterns, indicating cell-type specific expression regulation. Functional analysis of target genes indicated that enhancers regulate processes spanning several developmental epochs such as specification, differentiation and maturation. We use these analyses to discover one novel regulator and one novel marker of cerebellar development: Bhlhe22 and Pax3, respectively. We identified an enrichment of de novo mutations and variants associated with autism spectrum disorder in cerebellar enhancers. Furthermore, by comparing our data with relevant brain development ENCODE histone profiles and cerebellar single-cell datasets we have been able to generalize and expand on the presented analyses, respectively. We have made the results of our analyses available online in the Developing Mouse Cerebellum Enhancer Atlas (https://goldowitzlab.shinyapps.io/developing_mouse_cerebellum_enhancer_atlas/), where our dataset can be efficiently queried, curated and exported by the scientific community to facilitate future research efforts. Our study provides a valuable resource for studying the dynamics of gene expression regulation by enhancers in the developing cerebellum and delivers a rich dataset of novel gene-enhancer associations providing a basis for future in-depth studies in the cerebellum.

Data availability

Sequencing data have been deposited in GEO under accession code: GSE183697

The following data sets were generated
The following previously published data sets were used

Article and author information

Author details

  1. Miguel Ramirez

    Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, Canada
    Competing interests
    The authors declare that no competing interests exist.
  2. Yuliya Badayeva

    Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, Canada
    Competing interests
    The authors declare that no competing interests exist.
  3. Joanna Yeung

    Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, Canada
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-0551-5305
  4. Joshua Wu

    Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, Canada
    Competing interests
    The authors declare that no competing interests exist.
  5. Ayasha Abdalla-Wyse

    Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, Canada
    Competing interests
    The authors declare that no competing interests exist.
  6. Erin Yang

    Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, Canada
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5629-2362
  7. FANTOM 5 Consortium

    Department of Molecular Genetics, Hospital for Sick Children, Toronto, Canada
  8. Brett Trost

    The Centre for Applied Genomics, Hospital for Sick Children, Toronto, Canada
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-4863-7273
  9. Stephen W Scherer

    Department of Molecular Genetics, Hospital for Sick Children, Toronto, Canada
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-8326-1999
  10. Daniel Goldowitz

    Centre for Molecular Medicine and Therapeutics, British Columbia Children's Hospital, Vancouver, Canada
    For correspondence
    dang@cmmt.ubc.ca
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-4756-4017

Funding

NSERC Discovery Award

  • Daniel Goldowitz

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Reviewing Editor

  1. Genevieve Konopka, University of Texas Southwestern Medical Center, United States

Ethics

Animal experimentation: All studies were conducted according to the protocols approved by the Institutional Animal Care and Use Committee and the Canadian Council on Animal Care at the University of British Columbia.

Version history

  1. Received: September 25, 2021
  2. Preprint posted: September 29, 2021 (view preprint)
  3. Accepted: August 5, 2022
  4. Accepted Manuscript published: August 9, 2022 (version 1)
  5. Version of Record published: August 23, 2022 (version 2)

Copyright

© 2022, Ramirez et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 1,352
    views
  • 365
    downloads
  • 8
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Miguel Ramirez
  2. Yuliya Badayeva
  3. Joanna Yeung
  4. Joshua Wu
  5. Ayasha Abdalla-Wyse
  6. Erin Yang
  7. FANTOM 5 Consortium
  8. Brett Trost
  9. Stephen W Scherer
  10. Daniel Goldowitz
(2022)
Temporal analysis of enhancers during mouse cerebellar development reveals dynamic and novel regulatory functions
eLife 11:e74207.
https://doi.org/10.7554/eLife.74207

Share this article

https://doi.org/10.7554/eLife.74207

Further reading

    1. Chromosomes and Gene Expression
    2. Developmental Biology
    F Javier DeHaro-Arbona, Charalambos Roussos ... Sarah Bray
    Research Article

    Developmental programming involves the accurate conversion of signalling levels and dynamics to transcriptional outputs. The transcriptional relay in the Notch pathway relies on nuclear complexes containing the co-activator Mastermind (Mam). By tracking these complexes in real time, we reveal that they promote the formation of a dynamic transcription hub in Notch ON nuclei which concentrates key factors including the Mediator CDK module. The composition of the hub is labile and persists after Notch withdrawal conferring a memory that enables rapid reformation. Surprisingly, only a third of Notch ON hubs progress to a state with nascent transcription, which correlates with polymerase II and core Mediator recruitment. This probability is increased by a second signal. The discovery that target-gene transcription is probabilistic has far-reaching implications because it implies that stochastic differences in Notch pathway output can arise downstream of receptor activation.

    1. Developmental Biology
    Rieko Asai, Vivek N Prakash ... Takashi Mikawa
    Research Article

    Large-scale cell flow characterizes gastrulation in animal development. In amniote gastrulation, particularly in avian gastrula, a bilateral vortex-like counter-rotating cell flow, called ‘polonaise movements’, appears along the midline. Here, through experimental manipulations, we addressed relationships between the polonaise movements and morphogenesis of the primitive streak, the earliest midline structure in amniotes. Suppression of the Wnt/planar cell polarity (PCP) signaling pathway maintains the polonaise movements along a deformed primitive streak. Mitotic arrest leads to diminished extension and development of the primitive streak and maintains the early phase of the polonaise movements. Ectopically induced Vg1, an axis-inducing morphogen, generates the polonaise movements, aligned to the induced midline, but disturbs the stereotypical cell flow pattern at the authentic midline. Despite the altered cell flow, induction and extension of the primitive streak are preserved along both authentic and induced midlines. Finally, we show that ectopic axis-inducing morphogen, Vg1, is capable of initiating the polonaise movements without concomitant PS extension under mitotic arrest conditions. These results are consistent with a model wherein primitive streak morphogenesis is required for the maintenance of the polonaise movements, but the polonaise movements are not necessarily responsible for primitive streak morphogenesis. Our data describe a previously undefined relationship between the large-scale cell flow and midline morphogenesis in gastrulation.