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利用个体间调节活性的可变性来完善精神分裂症中基因表达的遗传调控。

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

机构信息

Department of Genetic Medicine and Development, University of Geneva, Geneva, Switzerland.

Swiss Institute of Bioinformatics, University of Geneva, Geneva, Switzerland.

出版信息

Mol Psychiatry. 2022 Dec;27(12):5177-5185. doi: 10.1038/s41380-022-01768-4. Epub 2022 Sep 16.

Abstract

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, 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, 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.

摘要

精神分裂症是一种多基因精神障碍,人们对基因表达调控的机制变化知之甚少。为了阐明这一点,我们整合了个体间调节活性的可变性(H3K27ac 组蛋白标记的 ChIP-seq)与从 272 例病例和对照的前额叶皮层中捕获的基因表达和基因型数据。通过测量近端染色质峰之间的个体间相关性,我们表明,调节元件活性在病例和对照中分别被构建为 10936 和 10376 个顺式调控域。精神分裂症特异性顺式调控域富含胎儿特异性(p=0.0014,OR=1.52)和缺乏成人特异性调节活性(p=3.04×10,OR=0.57),并富含 SCZ 遗传性(p=0.001)。通过研究遗传变异、基因表达和顺式调控域之间的相互作用,我们确定了协调调节活性的变化标记基因表达水平的改变(p=3.43×10,OR=1.65),揭示了病例特异性 QTL 效应,并确定了影响突触功能和精神分裂症中树突棘形态的基因的调节机制变化。总之,我们表明,考虑协调的调节活性为揭示精神分裂症中基因表达受遗传干扰的调节提供了一种新的机制方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ca65/9763101/b97c0ebf12ce/41380_2022_1768_Fig1_HTML.jpg

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