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Massively parallel characterization of regulatory elements in the developing human cortex.

Chengyu Deng1,2, Sean Whalen3, Marilyn Steyert4,5,6,7,8,9

  • 1Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA.

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|May 23, 2024
PubMed
Summary
This summary is machine-generated.

This study maps gene regulatory elements in the human brain, identifying thousands of active enhancers and variants impacting neuronal development and disease. Cerebral organoids effectively model the developing cortex for this research.

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Area of Science:

  • Genetics
  • Neuroscience
  • Developmental Biology

Background:

  • Nucleotide changes in gene regulatory elements significantly influence neuronal development and associated diseases.
  • Understanding these elements is crucial for deciphering brain function and pathology.

Purpose of the Study:

  • To comprehensively map and characterize cis-regulatory elements and their variants in the developing human brain.
  • To validate the use of cerebral organoids as a model for studying human cortical development.

Main Methods:

  • Massively parallel reporter assays were performed on primary human cortical cells and cerebral organoids.
  • Over 100,000 open chromatin regions were analyzed, including cell type-specific and disease-associated sequences.
  • Deep learning models were employed to decode sequence determinants and regulatory factors of enhancer activity.

Main Results:

  • Identified 46,802 active enhancer sequences in primary cells.
  • Discovered 164 variants that significantly alter enhancer activity.
  • Demonstrated comparable regulatory element activity in cerebral organoids and primary cortical cells.

Conclusions:

  • Cerebral organoids serve as a valid model for studying the developing human cortex.
  • This work provides a comprehensive catalog of functional gene regulatory elements and variants critical for human neuronal development.
  • The findings offer insights into the genetic basis of brain development and neurological disorders.