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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
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.
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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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