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基于个体的大脑形态相似性具有遗传性,并与生物学特征相关。

Person-Based Brain Morphometric Similarity is Heritable and Correlates With Biological Features.

机构信息

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.

出版信息

Cereb Cortex. 2019 Feb 1;29(2):852-862. doi: 10.1093/cercor/bhy287.

Abstract

The characterization of the functional significance of interindividual variation in brain morphometry is a core aim of cognitive neuroscience. Prior research has focused on interindividual variation at the level of regional brain measures thus overlooking the fact that each individual brain is a person-specific ensemble of interdependent regions. To expand this line of inquiry we introduce the person-based similarity index (PBSI) for brain morphometry. The conceptual unit of the PBSI is the individual person's brain structural profile which considers all relevant morphometric measures as features of a single vector. In 2 independent cohorts (total of 1756 healthy participants), we demonstrate the foundational validity of this approach by affirming that the PBSI scores for subcortical volume and cortical thickness in healthy individuals differ between men and women, are heritable, and robust to variation in neuroimaging parameters, sample composition, and regional brain morphometry. Moreover, the PBSI scores correlate with age, body mass index, and fluid intelligence. Collectively, these results suggest that the person-based measures of brain morphometry are biologically and functionally meaningful and have the potential to advance the study of human variation in multivariate brain imaging phenotypes in healthy and clinical populations.

摘要

个体间脑形态差异的功能意义的描述是认知神经科学的核心目标。先前的研究主要集中在区域脑测量的个体间差异上,因此忽略了这样一个事实,即每个个体的大脑都是相互依赖的区域的特定组合。为了扩展这一研究思路,我们引入了基于个体的相似性指数(PBSI)来进行脑形态计量学研究。PBSI 的概念单元是个体的大脑结构特征,它将所有相关的形态计量学指标作为单个向量的特征。在两个独立的队列(共 1756 名健康参与者)中,我们通过证实健康个体的皮质下体积和皮质厚度的 PBSI 评分在男性和女性之间存在差异、具有遗传性,并且对神经影像学参数、样本组成和区域脑形态计量学的变化具有稳健性,证实了这种方法的基础有效性。此外,PBSI 评分与年龄、体重指数和流体智力相关。总之,这些结果表明,基于个体的脑形态计量学测量具有生物学和功能意义,并有可能推进在健康和临床人群中对多元脑影像表型的人类变异进行研究。

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