作者
Jianzhong Chen, Angela Tam, Valeria Kebets, Csaba Orban, Leon Qi Rong Ooi, Christopher L Asplund, Scott Marek, Nico UF Dosenbach, Simon B Eickhoff, Danilo Bzdok, Avram J Holmes, BT Yeo
发表日期
2022/4/25
期刊
Nature communications
卷号
13
期号
1
页码范围
1-17
出版商
Nature Publishing Group
简介
How individual differences in brain network organization track behavioral variability is a fundamental question in systems neuroscience. Recent work suggests that resting-state and task-state functional connectivity can predict specific traits at the individual level. However, most studies focus on single behavioral traits, thus not capturing broader relationships across behaviors. In a large sample of 1858 typically developing children from the Adolescent Brain Cognitive Development (ABCD) study, we show that predictive network features are distinct across the domains of cognitive performance, personality scores and mental health assessments. On the other hand, traits within each behavioral domain are predicted by similar network features. Predictive network features and models generalize to other behavioral measures within the same behavioral domain. Although tasks are known to modulate the functional …
引用总数
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