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Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids

Regulation of gene expression through enhancers is one of the major processes shaping the structure and function of the human brain during development. High-throughput assays have predicted thousands of enhancers involved in neurodevelopment, and confirming their activity through orthogonal function...

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Autores principales: Capauto, Davide, Wang, Yifan, Wu, Feinan, Norton, Scott, Mariani, Jessica, Inoue, Fumitaka, Crawford, Gregory E., Ahituv, Nadav, Abyzov, Alexej, Vaccarino, Flora M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10461976/
https://www.ncbi.nlm.nih.gov/pubmed/37645832
http://dx.doi.org/10.1101/2023.08.14.553170
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author Capauto, Davide
Wang, Yifan
Wu, Feinan
Norton, Scott
Mariani, Jessica
Inoue, Fumitaka
Crawford, Gregory E.
Ahituv, Nadav
Abyzov, Alexej
Vaccarino, Flora M.
author_facet Capauto, Davide
Wang, Yifan
Wu, Feinan
Norton, Scott
Mariani, Jessica
Inoue, Fumitaka
Crawford, Gregory E.
Ahituv, Nadav
Abyzov, Alexej
Vaccarino, Flora M.
author_sort Capauto, Davide
collection PubMed
description Regulation of gene expression through enhancers is one of the major processes shaping the structure and function of the human brain during development. High-throughput assays have predicted thousands of enhancers involved in neurodevelopment, and confirming their activity through orthogonal functional assays is crucial. Here, we utilized Massively Parallel Reporter Assays (MPRAs) in stem cells and forebrain organoids to evaluate the activity of ~7,000 gene-linked enhancers previously identified in human fetal tissues and brain organoids. We used a Gaussian mixture model to evaluate the contribution of background noise in the measured activity signal to confirm the activity of ~35% of the tested enhancers, with most showing temporal-specific activity, suggesting their evolving role in neurodevelopment. The temporal specificity was further supported by the correlation of activity with gene expression. Our findings provide a valuable gene regulatory resource to the scientific community.
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spelling pubmed-104619762023-08-29 Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids Capauto, Davide Wang, Yifan Wu, Feinan Norton, Scott Mariani, Jessica Inoue, Fumitaka Crawford, Gregory E. Ahituv, Nadav Abyzov, Alexej Vaccarino, Flora M. bioRxiv Article Regulation of gene expression through enhancers is one of the major processes shaping the structure and function of the human brain during development. High-throughput assays have predicted thousands of enhancers involved in neurodevelopment, and confirming their activity through orthogonal functional assays is crucial. Here, we utilized Massively Parallel Reporter Assays (MPRAs) in stem cells and forebrain organoids to evaluate the activity of ~7,000 gene-linked enhancers previously identified in human fetal tissues and brain organoids. We used a Gaussian mixture model to evaluate the contribution of background noise in the measured activity signal to confirm the activity of ~35% of the tested enhancers, with most showing temporal-specific activity, suggesting their evolving role in neurodevelopment. The temporal specificity was further supported by the correlation of activity with gene expression. Our findings provide a valuable gene regulatory resource to the scientific community. Cold Spring Harbor Laboratory 2023-08-14 /pmc/articles/PMC10461976/ /pubmed/37645832 http://dx.doi.org/10.1101/2023.08.14.553170 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
Capauto, Davide
Wang, Yifan
Wu, Feinan
Norton, Scott
Mariani, Jessica
Inoue, Fumitaka
Crawford, Gregory E.
Ahituv, Nadav
Abyzov, Alexej
Vaccarino, Flora M.
Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids
title Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids
title_full Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids
title_fullStr Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids
title_full_unstemmed Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids
title_short Characterization of enhancer activity in early human neurodevelopment using Massively parallel reporter assay (MPRA) and forebrain organoids
title_sort characterization of enhancer activity in early human neurodevelopment using massively parallel reporter assay (mpra) and forebrain organoids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10461976/
https://www.ncbi.nlm.nih.gov/pubmed/37645832
http://dx.doi.org/10.1101/2023.08.14.553170
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