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加速的皮质变薄与结构脑网络内的易激惹有关。

Accelerated cortical thinning within structural brain networks is associated with irritability in youth.

机构信息

Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.

Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, USA.

出版信息

Neuropsychopharmacology. 2019 Dec;44(13):2254-2262. doi: 10.1038/s41386-019-0508-3. Epub 2019 Sep 2.

Abstract

Irritability is an important dimension of psychopathology that spans multiple clinical diagnostic categories, yet its relationship to patterns of brain development remains sparsely explored. Here, we examined how transdiagnostic symptoms of irritability relate to the development of structural brain networks. All participants (n = 137, 83 females) completed structural brain imaging with 3 Tesla MRI at two timepoints (mean age at follow-up: 21.1 years, mean inter-scan interval: 5.2 years). Irritability at follow-up was assessed using the Affective Reactivity Index, and cortical thickness was quantified using Advanced Normalization Tools software. Structural covariance networks were delineated using non-negative matrix factorization, a multivariate analysis technique. Both cross-sectional and longitudinal associations with irritability at follow-up were evaluated using generalized additive models with penalized splines. The False Discovery Rate (q < 0.05) was used to correct for multiple comparisons. Cross-sectional analysis of follow-up data revealed that 11 of the 24 covariance networks were associated with irritability, with higher levels of irritability being associated with thinner cortex. Longitudinal analyses further revealed that accelerated cortical thinning within nine networks was related to irritability at follow-up. Effects were particularly prominent in brain regions implicated in emotion regulation, including the orbitofrontal, lateral temporal, and medial temporal cortex. Collectively, these findings suggest that irritability is associated with widespread reductions in cortical thickness and accelerated cortical thinning, particularly within the frontal and temporal cortex. Aberrant structural maturation of regions important for emotional regulation may in part underlie symptoms of irritability.

摘要

易激惹是一种重要的精神病理学维度,跨越多个临床诊断类别,但它与大脑发育模式的关系仍鲜有探索。在这里,我们研究了易激惹的跨诊断症状与大脑结构网络发育之间的关系。所有参与者(n=137,83 名女性)在两次时间点(随访时的平均年龄:21.1 岁,两次扫描之间的平均间隔:5.2 年)完成了 3T MRI 结构脑成像。使用情感反应指数评估随访时的易激惹程度,使用高级归一化工具软件量化皮质厚度。使用非负矩阵分解(一种多变量分析技术)描绘结构协变网络。使用广义加性模型和惩罚样条进行横截面和纵向关联分析,以评估与随访时易激惹的关联。使用错误发现率(q<0.05)校正多重比较。对随访数据的横截面分析显示,24 个协变网络中有 11 个与易激惹有关,易激惹程度越高,皮质越薄。纵向分析进一步表明,九个网络内的皮质加速变薄与随访时的易激惹有关。这些效应在涉及情绪调节的脑区,包括眶额、外侧颞叶和内侧颞叶皮质中尤为突出。总的来说,这些发现表明易激惹与广泛的皮质厚度减少和皮质加速变薄有关,特别是在额叶和颞叶。对于情绪调节重要区域的结构成熟异常可能部分是易激惹症状的基础。

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