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Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery

Genome-wide screenings of “essential genes”, i.e., genes required for an organism or cell survival, have been traditionally conducted in vitro in cancer cell lines, limiting the translation of results to other tissues and non-cancerous cells. Recently, an in vivo screening was conducted in adult mou...

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Autores principales: Zhang, Wei, Quevedo, Joao, Fries, Gabriel R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8149887/
https://www.ncbi.nlm.nih.gov/pubmed/34035214
http://dx.doi.org/10.1038/s41398-021-01447-y
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author Zhang, Wei
Quevedo, Joao
Fries, Gabriel R.
author_facet Zhang, Wei
Quevedo, Joao
Fries, Gabriel R.
author_sort Zhang, Wei
collection PubMed
description Genome-wide screenings of “essential genes”, i.e., genes required for an organism or cell survival, have been traditionally conducted in vitro in cancer cell lines, limiting the translation of results to other tissues and non-cancerous cells. Recently, an in vivo screening was conducted in adult mouse striatum tissue, providing the first genome-wide dataset of essential genes in neuronal cells. Here, we aim to investigate the role of essential genes in brain development and disease risk with a comprehensive set of bioinformatics tools, including integration with transcriptomic data from developing human brain, publicly available data from genome-wide association studies, de novo mutation datasets for different neuropsychiatric disorders, and case–control transcriptomic data from postmortem brain tissues. For the first time, we found that the expression of neuronal essential genes (NEGs) increases before birth during the early development of human brain and maintains a relatively high expression after birth. On the contrary, common essential genes from cancer cell line screenings (ACEGs) tend to be expressed at high levels during development but quickly drop after birth. Both gene sets were enriched in neurodevelopmental disorders, but only NEGs were robustly associated with neuropsychiatric disorders risk genes. Finally, NEGs were more likely to show differential expression in the brains of neuropsychiatric disorders patients than ACEGs. Overall, genome-wide central nervous system screening of essential genes can provide new insights into neuropsychiatric diseases.
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spelling pubmed-81498872021-06-10 Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery Zhang, Wei Quevedo, Joao Fries, Gabriel R. Transl Psychiatry Article Genome-wide screenings of “essential genes”, i.e., genes required for an organism or cell survival, have been traditionally conducted in vitro in cancer cell lines, limiting the translation of results to other tissues and non-cancerous cells. Recently, an in vivo screening was conducted in adult mouse striatum tissue, providing the first genome-wide dataset of essential genes in neuronal cells. Here, we aim to investigate the role of essential genes in brain development and disease risk with a comprehensive set of bioinformatics tools, including integration with transcriptomic data from developing human brain, publicly available data from genome-wide association studies, de novo mutation datasets for different neuropsychiatric disorders, and case–control transcriptomic data from postmortem brain tissues. For the first time, we found that the expression of neuronal essential genes (NEGs) increases before birth during the early development of human brain and maintains a relatively high expression after birth. On the contrary, common essential genes from cancer cell line screenings (ACEGs) tend to be expressed at high levels during development but quickly drop after birth. Both gene sets were enriched in neurodevelopmental disorders, but only NEGs were robustly associated with neuropsychiatric disorders risk genes. Finally, NEGs were more likely to show differential expression in the brains of neuropsychiatric disorders patients than ACEGs. Overall, genome-wide central nervous system screening of essential genes can provide new insights into neuropsychiatric diseases. Nature Publishing Group UK 2021-05-25 /pmc/articles/PMC8149887/ /pubmed/34035214 http://dx.doi.org/10.1038/s41398-021-01447-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zhang, Wei
Quevedo, Joao
Fries, Gabriel R.
Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery
title Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery
title_full Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery
title_fullStr Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery
title_full_unstemmed Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery
title_short Essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery
title_sort essential genes from genome-wide screenings as a resource for neuropsychiatric disorders gene discovery
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8149887/
https://www.ncbi.nlm.nih.gov/pubmed/34035214
http://dx.doi.org/10.1038/s41398-021-01447-y
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