Fanelli Giuseppe, Robinson Jamie, Fabbri Chiara, Bralten Janita, Roth Mota Nina, Arenella Martina, Sprooten Emma, Franke Barbara, Kas Martien, Andlauer Till Fm, Serretti Alessandro
Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.
Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
medRxiv. 2024 May 25:2024.05.24.24307883. doi: 10.1101/2024.05.24.24307883.
The brain's default mode network (DMN) plays a role in social cognition, with altered DMN function being associated with social impairments across various neuropsychiatric disorders. In the present study, we examined the genetic relationship between sociability and DMN-related resting-state functional magnetic resonance imaging (rs-fMRI) traits. To this end, we used genome-wide association summary statistics for sociability and 31 activity and 64 connectivity DMN-related rs-fMRI traits (N=34,691-342,461). First, we examined global and local genetic correlations between sociability and the rs-fMRI traits. Second, to assess putatively causal relationships between the traits, we conducted bi-directional Mendelian randomisation (MR) analyses. Finally, we prioritised genes influencing both sociability and rs-fMRI traits by combining three methods: gene-expression eQTL MR analyses, the CELLECT framework using single-nucleus RNA-seq data, and network propagation in the context of a protein-protein interaction network. Significant local genetic correlations were found between sociability and two rs-fMRI traits, one representing spontaneous activity within the temporal cortex, the other representing connectivity between the frontal/cingulate and angular/temporal cortices. Sociability affected 12 rs-fMRI traits when allowing for weakly correlated genetic instruments. Combing all three methods for gene prioritisation, we defined 17 highly prioritised genes, with and showing the most robust evidence across all analyses. By integrating genetic and transcriptomics data, our gene prioritisation strategy may serve as a blueprint for future studies. The prioritised genes could be explored as potential biomarkers for social dysfunction in the context of neuropsychiatric disorders and as drug target genes.
大脑的默认模式网络(DMN)在社会认知中发挥作用,DMN功能的改变与多种神经精神疾病中的社会功能障碍相关。在本研究中,我们考察了社交性与DMN相关静息态功能磁共振成像(rs-fMRI)特征之间的遗传关系。为此,我们使用了社交性的全基因组关联汇总统计数据以及31个活动和64个与DMN相关的rs-fMRI连接性特征(样本量N = 34,691 - 342,461)。首先,我们考察了社交性与rs-fMRI特征之间的全局和局部遗传相关性。其次,为了评估这些特征之间可能的因果关系,我们进行了双向孟德尔随机化(MR)分析。最后,我们通过结合三种方法对影响社交性和rs-fMRI特征的基因进行优先级排序:基因表达eQTL MR分析、使用单核RNA测序数据的CELLECT框架以及在蛋白质-蛋白质相互作用网络背景下的网络传播。我们发现社交性与两个rs-fMRI特征之间存在显著的局部遗传相关性,一个代表颞叶皮质内的自发活动,另一个代表额叶/扣带回与角回/颞叶皮质之间的连接性。当考虑弱相关遗传工具时,社交性影响了12个rs-fMRI特征。通过综合所有三种基因优先级排序方法,我们定义了17个高度优先的基因,其中 和 在所有分析中显示出最有力的证据。通过整合遗传和转录组学数据,我们的基因优先级排序策略可为未来研究提供蓝图。这些优先基因可作为神经精神疾病背景下社会功能障碍的潜在生物标志物以及药物靶基因进行探索。