Leveraging big data to map neurodevelopmental trajectories in pediatric anxiety

被引:8
作者
Zacharek, Sadie J. [1 ,2 ]
Kribakaran, Sahana [2 ]
Kitt, Elizabeth R. [2 ]
Gee, Dylan G. [2 ]
机构
[1] MIT, Dept Brain & Cognit Sci, Cambridge, MA 02139 USA
[2] Yale Univ, Dept Psychol, 2 Hillhouse Ave, New Haven, CT 06511 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Anxiety disorders; Brain development; Childhood; Adolescence; Neuroimaging; Big data; COGNITIVE-BEHAVIORAL THERAPY; INTRINSIC FUNCTIONAL CONNECTIVITY; BIAS MODIFICATION TREATMENT; GRAY-MATTER VOLUME; PREFRONTAL CORTEX; ATTENTION BIAS; FEARFUL FACES; PSYCHIATRIC-DISORDERS; LIFETIME PREVALENCE; ADOLESCENT ANXIETY;
D O I
10.1016/j.dcn.2021.100974
中图分类号
B844 [发展心理学(人类心理学)];
学科分类号
040202 ;
摘要
Anxiety disorders are the most prevalent psychiatric condition among youth, with symptoms commonly emerging prior to or during adolescence. Delineating neurodevelopmental trajectories associated with anxiety disorders is important for understanding the pathophysiology of pediatric anxiety and for early risk identification. While a growing literature has yielded valuable insights into the nature of brain structure and function in pediatric anxiety, progress has been limited by inconsistent findings and challenges common to neuroimaging research. In this review, we first discuss these challenges and the promise of 'big data' to map neurodevelopmental trajectories in pediatric anxiety. Next, we review evidence of age-related differences in neural structure and function among anxious youth, with a focus on anxiety-relevant processes such as threat and safety learning. We then highlight large-scale cross-sectional and longitudinal studies that assess anxiety and are well positioned to inform our understanding of neurodevelopment in pediatric anxiety. Finally, we detail relevant challenges of 'big data' and propose future directions through which large publicly available datasets can advance knowledge of deviations from normative brain development in anxiety. Leveraging 'big data' will be essential for continued progress in understanding the neurobiology of pediatric anxiety, with implications for identifying markers of risk and novel treatment targets.
引用
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页数:12
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