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精神分裂症和自闭症谱系障碍中通过低频波动分数振幅测量的社会认知与个体差异的跨诊断神经生物学

Transdiagnostic Neurobiology of Social Cognition and Individual Variability as Measured by Fractional Amplitude of Low-Frequency Fluctuation in Schizophrenia and Autism Spectrum Disorders.

作者信息

Bagheri Soroush, Yu Ju-Chi, Gallucci Julia, Tan Vinh, Oliver Lindsay D, Dickie Erin W, Rashidi Ayesha G, Foussias George, Lai Meng-Chuan, Buchanan Robert W, Malhotra Anil K, Voineskos Aristotle N, Ameis Stephanie H, Hawco Colin

机构信息

Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.

Institute of Medical Science, University of Toronto, Toronto, ON, Canada.

出版信息

bioRxiv. 2024 Jul 3:2024.07.02.601737. doi: 10.1101/2024.07.02.601737.

Abstract

Fractional amplitude of low-frequency fluctuation (fALFF) is a validated measure of resting-state spontaneous brain activity. Previous fALFF findings in autism and schizophrenia spectrum disorders (ASDs and SSDs) have been highly heterogeneous. We aimed to use fALFF in a large sample of typically developing control (TDC), ASD and SSD participants to explore group differences and relationships with inter-individual variability of fALFF maps and social cognition. fALFF from 495 participants (185 TDC, 68 ASD, and 242 SSD) was computed using functional magnetic resonance imaging as signal power within two frequency bands (i.e., slow-4 and slow-5), normalized by the power in the remaining frequency spectrum. Permutation analysis of linear models was employed to investigate the relationship of fALFF with diagnostic groups, higher-level social cognition, and lower-level social cognition. Each participant's average distance of fALFF map to all others was defined as a variability score, with higher scores indicating less typical maps. Lower fALFF in the visual and higher fALFF in the frontal regions were found in both SSD and ASD participants compared with TDCs. Limited differences were observed between ASD and SSD participants in the cuneus regions only. Associations between slow-4 fALFF and higher-level social cognitive scores across the whole sample were observed in the lateral occipitotemporal and temporoparietal junction. Individual variability within the ASD and SSD groups was also significantly higher compared with TDC. Similar patterns of fALFF and individual variability in ASD and SSD suggest some common neurobiological deficits across these related heterogeneous conditions.

摘要

低频振幅分数(fALFF)是一种经过验证的静息态自发脑活动测量指标。先前在自闭症和精神分裂症谱系障碍(ASD和SSD)中关于fALFF的研究结果高度异质性。我们旨在对大量典型发育对照(TDC)、ASD和SSD参与者样本使用fALFF,以探索组间差异以及与fALFF图谱个体间变异性和社会认知的关系。使用功能磁共振成像计算了495名参与者(185名TDC、68名ASD和242名SSD)的fALFF,作为两个频段(即慢4和慢5)内的信号功率,并通过其余频谱中的功率进行归一化。采用线性模型的置换分析来研究fALFF与诊断组、高级社会认知和低级社会认知之间的关系。将每个参与者的fALFF图谱与所有其他图谱的平均距离定义为一个变异性分数,分数越高表明图谱越不典型。与TDC相比,SSD和ASD参与者在视觉区域的fALFF较低,而在额叶区域的fALFF较高。仅在楔叶区域观察到ASD和SSD参与者之间存在有限差异。在整个样本中,外侧枕颞叶和颞顶叶交界处观察到慢4 fALFF与高级社会认知分数之间存在关联。与TDC相比,ASD和SSD组内的个体变异性也显著更高。ASD和SSD中fALFF和个体变异性的相似模式表明,在这些相关的异质性疾病中存在一些共同的神经生物学缺陷。

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