Differential effects of generalized anxiety and separation anxiety on brain structural development during adolescence

被引:2
作者
Zhou, Zheyi [1 ]
Li, Yiman [2 ]
Zhang, Yuqi [2 ]
Liu, Jing [3 ,4 ]
Ai, Hui [5 ,6 ]
Liu, Mingfang [7 ]
Qiu, Jianyin [8 ]
Luo, Yue-jia [1 ,9 ,10 ]
Xu, Pengfei [11 ,12 ,13 ]
机构
[1] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, 19 Xinjiekouwai St, Beijing 100875, Peoples R China
[2] Shenzhen Univ, Sch Psychol, Shenzhen, Peoples R China
[3] Capital Med Univ, Beijing Anding Hosp, China Clin Res Ctr Mental Disorders, Beijing, Peoples R China
[4] Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R China
[5] Tianjin Univ, Inst Appl Psychol, Tianjin, Peoples R China
[6] Tianjin Univ, Acad Med Engn & Translat Med, Tianjin, Peoples R China
[7] Beijing Normal Univ, Community Hlth Serv Ctr, Beijing, Peoples R China
[8] Shanghai Jiao Tong Univ, Shanghai Mental Hlth Ctr, Sch Med, Shanghai, Peoples R China
[9] Univ Hlth & Rehabil Sci, Inst Neuropsychol Rehabil, Qingdao, Peoples R China
[10] Chengdu Med Coll, Sch Psychol, Chengdu, Peoples R China
[11] Beijing Normal Univ, Fac Psychol, Natl Demonstrat Ctr Expt Psychol Educ BNU, Beijing Key Lab Appl Expt Psychol, Beijing, Peoples R China
[12] Shenzhen Inst Neurosci, Ctr Neuroimaging, Shenzhen, Peoples R China
[13] Beijing Normal Univ, Fac Psychol, 19 Xinjiekouwai St, Beijing 100875, Peoples R China
基金
中国国家自然科学基金;
关键词
Generalized anxiety; Separation anxiety; Brain age; Children; Adolescent; PARENT-CHILD AGREEMENT; HUMAN CEREBRAL-CORTEX; DEFAULT MODE; SURFACE-AREA; DISORDERS; AGE; ABNORMALITIES; EPIDEMIOLOGY; COMORBIDITY; DEPRESSION;
D O I
10.1016/j.jad.2023.07.056
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Excessive anxiety is highly prevalent during childhood and adolescence, with detrimental effects on somatic and mental health, and quality of life. Although structural abnormalities in the brain have been found in people with anxiety disorders, whether anxiety affects the brain development of children and adolescents remains unknown. Here, we applied a multivariate approach to two single-site MRI datasets consisting of 733 and 775 participants aged 5-18 years. Using linear support vector regression and cross-validation, brain age is estimated by predicting the chronological age from the features that combine cortical thickness and surface area of 68 brain regions. We found that gray matter can predict the chronological age of children and adolescents with a low mean absolute error. Compared to specific brain network, the whole structural brain measures predicted brain age better. Importantly, adolescents with higher generalized anxiety and those with lower separation anxiety showed lower brain age, indicating a slow development of brain structures. The relationship between anxiety and brain age of youths could also be found in parent-reported separation anxiety. The findings highlight differential effects of different anxiety types on brain structural development and suggest that different types of anxiety during childhood and adolescence should be treated differently.
引用
收藏
页码:478 / 485
页数:8
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