Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1784852980096303104 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9763101 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT alvermaris leveraginginterindividualvariabilityofregulatoryactivityforrefininggeneticregulationofgeneexpressioninschizophrenia AT lykoskoufisnikolaos leveraginginterindividualvariabilityofregulatoryactivityforrefininggeneticregulationofgeneexpressioninschizophrenia AT ramischanna leveraginginterindividualvariabilityofregulatoryactivityforrefininggeneticregulationofgeneexpressioninschizophrenia AT dermitzakisemmanouilt leveraginginterindividualvariabilityofregulatoryactivityforrefininggeneticregulationofgeneexpressioninschizophrenia AT ongenhalit leveraginginterindividualvariabilityofregulatoryactivityforrefininggeneticregulationofgeneexpressioninschizophrenia |