Factor analysis of regional brain activation in bipolar and healthy individuals reveals a consistent modular structure

被引:8
|
作者
Fleck, David E. [1 ,2 ]
Welge, Jeffrey A. [1 ]
Eliassen, James C. [1 ,2 ]
Adler, Caleb M. [1 ,2 ]
DelBello, Melissa P. [1 ]
Strakowski, Stephen M. [1 ,2 ,3 ]
机构
[1] Univ Cincinnati, Coll Med, Dept Psychiat & Behav Neurosci, Cincinnati, OH USA
[2] Univ Cincinnati, Coll Med, Ctr Imaging Res, Cincinnati, OH USA
[3] Univ Texas Austin, Dell Med Sch, Dept Psychiat, Austin, TX 78712 USA
基金
美国国家卫生研究院;
关键词
Bipolar disorder; Emotional processing; fMRI; Factor analysis; Modularity; Sustained attention; FUNCTIONAL NEUROANATOMY; EMOTION; CORTEX; MANIA; DISORDERS; ATTENTION; COGNITION; SCALE; FMRI; MRI;
D O I
10.1016/j.jad.2018.02.076
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: The neurophysiological substrates of cognition and emotion, as seen with fMRI, are generally explained using modular structures. The present study was designed to probe the modular structure of cognitive-emotional processing in bipolar and healthy individuals using factor analysis and compare the results with current conceptions of the neurophysiology of bipolar disorder. Methods: Exploratory factor analysis was used to assess patterns of covariation among brain regions-of-interest activated during the Continuous Performance Task with Emotional and Neutral Distractors in healthy and bipolar individuals without a priori constraints on the number or composition of latent factors. Results: Results indicated a common cognitive-emotional network consisting of prefrontal, medial temporal, limbic, parietal, anterior cingulate and posterior cingulate modules. However, reduced brain activation to emotional stimuli in the frontal, medial temporal and limbic modules was apparent in the bipolar relative to the healthy group, potentially accounting for emotional dysregulation in bipolar disorder. Limitations: This study is limited by a relatively small sample size recruited at a single site. The results have yet to be validated on a larger independent sample. Conclusions: Although the modular structure of cognitive-emotional processing is similar in bipolar and healthy individuals, activation in response to emotional/neutral cues varies. These findings are not only consistent with recent conceptions of mood regulation in bipolar disorder, but also suggest that regional activation can be considered within tighter modular structures without compromising data interpretation. This demonstration may serve as a template for data reduction in future region-of-interest analyses to increase statistical power.
引用
收藏
页码:14 / 19
页数:6
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