Science · 2024 · 65 citations · 76 references
Life SciencesDevelopmental BiologyGeneticsDevelopmental NeuroscienceGenomicsTranscriptional RegulationCis-regulatory ElementsEnhancer FunctionFunctional GenomicsGene Regulatory ElementsNeural DevelopmentRegulatory GenomicsCell Type-specific Enhancer ActivityDevelopmental Enhancer FunctionDevelopmental EnhancersDevelopmental Regulatory ElementsEnhancer Activity AssaysHigh-throughput Reporter AssaysOpen Chromatin DomainsOrganoids
Nucleotide changes in gene regulatory elements are important determinants of neuronal development and diseases. Using massively parallel reporter assays in primary human cells from mid-gestation cortex and cerebral organoids, we interrogated the cis-regulatory activity of 102,767 open chromatin regions, including thousands of sequences with cell type-specific accessibility and variants associated with brain gene regulation. In primary cells, we identified 46,802 active enhancer sequences and 164 variants that alter enhancer activity. Activity was comparable in organoids and primary cells, suggesting that organoids provide an adequate model for the developing cortex. Using deep learning we decoded the sequence basis and upstream regulators of enhancer activity. This work establishes a comprehensive catalog of functional gene regulatory elements and variants in human neuronal development.
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Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li, Richard Durbin · Bioinformatics · 2009 · 62.8K citations · Full text
BEDTools: a flexible suite of utilities for comparing genomic features
Aaron R. Quinlan, Ira M. Hall · Bioinformatics · 2010 · 30.4K citations · Full text