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Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia

Schizophrenia is a polygenic psychiatric disorder with limited understanding about the mechanistic changes in gene expression regulation. To elucidate on this, we integrate interindividual variability of regulatory activity (ChIP-sequencing for H3K27ac histone mark) with gene expression and genotype...

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Autores principales: Alver, Maris, Lykoskoufis, Nikolaos, Ramisch, Anna, Dermitzakis, Emmanouil T., Ongen, Halit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763101/
https://www.ncbi.nlm.nih.gov/pubmed/36114277
http://dx.doi.org/10.1038/s41380-022-01768-4
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author Alver, Maris
Lykoskoufis, Nikolaos
Ramisch, Anna
Dermitzakis, Emmanouil T.
Ongen, Halit
author_facet Alver, Maris
Lykoskoufis, Nikolaos
Ramisch, Anna
Dermitzakis, Emmanouil T.
Ongen, Halit
author_sort Alver, Maris
collection PubMed
description Schizophrenia is a polygenic psychiatric disorder with limited understanding about the mechanistic changes in gene expression regulation. To elucidate on this, we integrate interindividual variability of regulatory activity (ChIP-sequencing for H3K27ac histone mark) with gene expression and genotype data captured from the prefrontal cortex of 272 cases and controls. By measuring interindividual correlation among proximal chromatin peaks, we show that regulatory element activity is structured into 10,936 and 10,376 cis-regulatory domains in cases and controls, respectively. The schizophrenia-specific cis-regulatory domains are enriched for fetal-specific (p = 0.0014, OR = 1.52) and depleted of adult-specific regulatory activity (p = 3.04 × 10(−50), OR = 0.57) and are enriched for SCZ heritability (p = 0.001). By studying the interplay among genetic variants, gene expression, and cis-regulatory domains, we ascertain that changes in coordinated regulatory activity tag alterations in gene expression levels (p = 3.43 × 10(−5), OR = 1.65), unveil case-specific QTL effects, and identify regulatory machinery changes for genes affecting synaptic function and dendritic spine morphology in schizophrenia. Altogether, we show that accounting for coordinated regulatory activity provides a novel mechanistic approach to reduce the search space for unveiling genetically perturbed regulation of gene expression in schizophrenia.
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spelling pubmed-97631012022-12-21 Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia Alver, Maris Lykoskoufis, Nikolaos Ramisch, Anna Dermitzakis, Emmanouil T. Ongen, Halit Mol Psychiatry Article Schizophrenia is a polygenic psychiatric disorder with limited understanding about the mechanistic changes in gene expression regulation. To elucidate on this, we integrate interindividual variability of regulatory activity (ChIP-sequencing for H3K27ac histone mark) with gene expression and genotype data captured from the prefrontal cortex of 272 cases and controls. By measuring interindividual correlation among proximal chromatin peaks, we show that regulatory element activity is structured into 10,936 and 10,376 cis-regulatory domains in cases and controls, respectively. The schizophrenia-specific cis-regulatory domains are enriched for fetal-specific (p = 0.0014, OR = 1.52) and depleted of adult-specific regulatory activity (p = 3.04 × 10(−50), OR = 0.57) and are enriched for SCZ heritability (p = 0.001). By studying the interplay among genetic variants, gene expression, and cis-regulatory domains, we ascertain that changes in coordinated regulatory activity tag alterations in gene expression levels (p = 3.43 × 10(−5), OR = 1.65), unveil case-specific QTL effects, and identify regulatory machinery changes for genes affecting synaptic function and dendritic spine morphology in schizophrenia. Altogether, we show that accounting for coordinated regulatory activity provides a novel mechanistic approach to reduce the search space for unveiling genetically perturbed regulation of gene expression in schizophrenia. Nature Publishing Group UK 2022-09-16 2022 /pmc/articles/PMC9763101/ /pubmed/36114277 http://dx.doi.org/10.1038/s41380-022-01768-4 Text en © The Author(s) 2022 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Alver, Maris
Lykoskoufis, Nikolaos
Ramisch, Anna
Dermitzakis, Emmanouil T.
Ongen, Halit
Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia
title Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia
title_full Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia
title_fullStr Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia
title_full_unstemmed Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia
title_short Leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia
title_sort leveraging interindividual variability of regulatory activity for refining genetic regulation of gene expression in schizophrenia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763101/
https://www.ncbi.nlm.nih.gov/pubmed/36114277
http://dx.doi.org/10.1038/s41380-022-01768-4
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