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Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex
Nucleotide changes in gene regulatory elements are important determinants of neuronal development and disease. 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 sequences, including...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949039/ https://www.ncbi.nlm.nih.gov/pubmed/36824845 http://dx.doi.org/10.1101/2023.02.15.528663 |
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author | Deng, Chengyu Whalen, Sean Steyert, Marilyn Ziffra, Ryan Przytycki, Pawel F. Inoue, Fumitaka Pereira, Daniela A. Capauto, Davide Norton, Scott Vaccarino, Flora M. Pollen, Alex Nowakowski, Tomasz J. Ahituv, Nadav Pollard, Katherine S. |
author_facet | Deng, Chengyu Whalen, Sean Steyert, Marilyn Ziffra, Ryan Przytycki, Pawel F. Inoue, Fumitaka Pereira, Daniela A. Capauto, Davide Norton, Scott Vaccarino, Flora M. Pollen, Alex Nowakowski, Tomasz J. Ahituv, Nadav Pollard, Katherine S. |
author_sort | Deng, Chengyu |
collection | PubMed |
description | Nucleotide changes in gene regulatory elements are important determinants of neuronal development and disease. 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 sequences, including differentially accessible cell-type specific regions in the developing cortex and single-nucleotide variants associated with psychiatric disorders. In primary cells, we identified 46,802 active enhancer sequences and 164 disorder-associated variants that significantly 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. |
format | Online Article Text |
id | pubmed-9949039 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-99490392023-02-24 Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex Deng, Chengyu Whalen, Sean Steyert, Marilyn Ziffra, Ryan Przytycki, Pawel F. Inoue, Fumitaka Pereira, Daniela A. Capauto, Davide Norton, Scott Vaccarino, Flora M. Pollen, Alex Nowakowski, Tomasz J. Ahituv, Nadav Pollard, Katherine S. bioRxiv Article Nucleotide changes in gene regulatory elements are important determinants of neuronal development and disease. 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 sequences, including differentially accessible cell-type specific regions in the developing cortex and single-nucleotide variants associated with psychiatric disorders. In primary cells, we identified 46,802 active enhancer sequences and 164 disorder-associated variants that significantly 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. Cold Spring Harbor Laboratory 2023-02-16 /pmc/articles/PMC9949039/ /pubmed/36824845 http://dx.doi.org/10.1101/2023.02.15.528663 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Deng, Chengyu Whalen, Sean Steyert, Marilyn Ziffra, Ryan Przytycki, Pawel F. Inoue, Fumitaka Pereira, Daniela A. Capauto, Davide Norton, Scott Vaccarino, Flora M. Pollen, Alex Nowakowski, Tomasz J. Ahituv, Nadav Pollard, Katherine S. Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex |
title | Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex |
title_full | Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex |
title_fullStr | Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex |
title_full_unstemmed | Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex |
title_short | Massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex |
title_sort | massively parallel characterization of psychiatric disorder-associated and cell-type-specific regulatory elements in the developing human cortex |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949039/ https://www.ncbi.nlm.nih.gov/pubmed/36824845 http://dx.doi.org/10.1101/2023.02.15.528663 |
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