神经影像学
转录组
生物
神经科学
基因本体论
基因
相关性
人脑
遗传关联
心理学
联想(心理学)
基因调控网络
大脑皮层
大脑定位
认知
基因表达
脑图谱
全基因组关联研究
基因表达谱
转录因子
意识的神经相关物
回归
疾病
遗传变异
偏最小二乘回归
脑形态计量学
皮质神经元
遗传学
模式分析
文本挖掘
作者
Da Zhang,Changjun Teng,Yinhao Xu,Lei Tian,Ping Cao,Xiao Wang,Zonghong Li,Chengbin Guan,Xiao Hu
标识
DOI:10.1017/s0033291724001909
摘要
Abstract Background Although numerous neuroimaging studies have depicted neural alterations in individuals with obsessive–compulsive disorder (OCD), a psychiatric disorder characterized by intrusive cognitions and repetitive behaviors, the molecular mechanisms connecting brain structural changes and gene expression remain poorly understood. Methods This study combined the Allen Human Brain Atlas dataset with neuroimaging data from the Meta-Analysis (ENIGMA) consortium and independent cohorts. Later, partial least squares regression and enrichment analysis were performed to probe the correlation between transcription and cortical thickness variation among adults with OCD. Results The cortical map of case-control differences in cortical thickness was spatially correlated with cortical expression of a weighted combination of genes enriched for neurobiologically relevant ontology terms preferentially expressed across different cell types and cortical layers. These genes were specifically expressed in brain tissue, spanning all cortical developmental stages. Protein–protein interaction analysis revealed that these genes coded a network of proteins encompassing various highly interactive hubs. Conclusions The study findings bridge the gap between neural structure and transcriptome data in OCD, fostering an integrative understanding of the potential biological mechanisms.
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