Neurodevelopmental signature of a transcriptome-based polygenic risk score for depression

多基因风险评分 转录组 签名(拓扑) 萧条(经济学) 计算生物学 医学 生物 心理学 遗传学 基因 数学 单核苷酸多态性 基因型 基因表达 几何学 宏观经济学 经济
作者
Amy Miles,Sarah Rashid,Fernanda Caroline dos Santos,Kevan Clifford,Etienne Sibille,Yuliya S. Nikolova
出处
期刊:Psychiatry Research-neuroimaging [Elsevier BV]
卷期号:339: 116030-116030
标识
DOI:10.1016/j.psychres.2024.116030
摘要

Disentangling the molecular underpinnings of major depressive disorder (MDD) is necessary for identifying new treatment and prevention targets. The functional impact of depression-related transcriptomic changes on the brain remains relatively unexplored. We recently developed a novel transcriptome-based polygenic risk score (tPRS) composed of genes transcriptionally altered in MDD. Here, we sought to investigate effects of tPRS on brain structure in a developmental cohort (Adolescent Brain Cognitive Development study; n = 5124; 2387 female) at baseline (9-10 years) and 2-year follow-up (11-12 years). We tested associations between tPRS and Freesurfer-derived measures of cortical thickness, cortical surface area, and subcortical volume. Across the whole sample, higher tPRS was significantly associated with thicker left posterior cingulate cortex at both baseline and 2-year follow-up. In females only, tPRS was associated with lower right hippocampal volume at baseline and 2-year follow-up, and lower right pallidal volume at baseline. Furthermore, regional subcortical volume significantly mediated an indirect effect of tPRS on depressive symptoms in females at both timepoints. Conversely, tPRS did not have significant effects on cortical surface area. These findings suggest the existence of a sex-specific neurodevelopmental signature associated with shifts towards a more depression-like brain transcriptome, and highlight novel pathways of developmentally mediated MDD risk.
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