Atypical Dynamic Functional Network Connectivity State Engagement during Social-Emotional Processing in Schizophrenia and Autism

被引:16
作者
Hyatt, Christopher J. [1 ]
Wexler, Bruce E. [2 ]
Pittman, Brian [2 ]
Nicholson, Alycia [1 ]
Pearlson, Godfrey D. [1 ,3 ]
Corbera, Silvia [2 ,4 ]
Bell, Morris D. [2 ,5 ]
Pelphrey, Kevin [6 ]
Calhoun, Vince D. [7 ]
Assaf, Michal [1 ,2 ]
机构
[1] Olin Neuropsychiat Res Ctr, Inst Living, Hartford, CT 06106 USA
[2] Yale Univ, Sch Med, Dept Psychiat, New Haven, CT 06510 USA
[3] Yale Univ, Sch Med, Dept Psychiat & Neurosci, New Haven, CT 06510 USA
[4] Cent Connecticut State Univ, Dept Psychol Sci, New Britain, CT 06050 USA
[5] VA Connecticut Healthcare Syst West Haven, Dept Psychiat, West Haven, CT 06516 USA
[6] Univ Virginia, Dept Neurol, Charlottesville, VA 22903 USA
[7] Emory Univ, Triinst Ctr Translat Res Neuroimaging & Data Sci, Georgia Inst Technol, Atlanta, GA 30303 USA
基金
美国国家卫生研究院;
关键词
autism spectrum disorder; emotion processing; functional network connectivity; schizophrenia; social cognition; DEFAULT MODE NETWORK; SPECTRUM DISORDER; BRAIN-FUNCTION; FMRI; RECOGNITION; RELIABILITY; PATTERNS; SUBJECT; ADULTS; ICA;
D O I
10.1093/cercor/bhab423
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Autism spectrum disorder (ASD) and schizophrenia (SZ) are separate clinical entities but share deficits in social-emotional processing and static neural functional connectivity patterns. We compared patients' dynamic functional network connectivity (dFNC) state engagement with typically developed (TD) individuals during social-emotional processing after initially characterizing such dynamics in TD. Young adults diagnosed with ASD (n = 42), SZ (n = 41), or TD (n = 55) completed three functional MRI runs, viewing social-emotional videos with happy, sad, or neutral content. We examined dFNC of 53 spatially independent networks extracted using independent component analysis and applied k-means clustering to windowed dFNC matrices, identifying four unique whole-brain dFNC states. TD showed differential engagement (fractional time, mean dwell time) in three states as a function of emotion. During Happy videos, patients spent less time than TD in a happy-associated state and instead spent more time in the most weakly connected state. During Sad videos, only ASD spent more time than TD in a sad-associated state. Additionally, only ASD showed a significant relationship between dFNC measures and alexithymia and social-emotional recognition task scores, potentially indicating different neural processing of emotions in ASD and SZ. Our results highlight the importance of examining temporal whole-brain reconfiguration of FNC, indicating engagement in unique emotion-specific dFNC states.
引用
收藏
页码:3406 / 3422
页数:17
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