Abnormal Structural Network Communication Reflects Cognitive Deficits in Schizophrenia

被引:0
|
作者
Nabi Zorlu
Adem Bayrakçı
Merve Karakılıç
Andrew Zalesky
Caio Seguin
Ye Tian
Funda Gülyüksel
Berna Yalınçetin
Elif Oral
Fazıl Gelal
Emre Bora
机构
[1] Katip Celebi University,Department of Psychiatry
[2] Ataturk Education and Research Hospital,Department of Psychiatry, Melbourne Neuropsychiatry Centre
[3] The University of Melbourne and Melbourne Health,Department of Biomedical Engineering
[4] The University of Melbourne,Department of Psychological and Brain Sciences
[5] Indiana University,Department of Neuroscience
[6] Institute of Health Sciences,Department of Radiodiagnostics
[7] Dokuz Eylul University,Faculty of Medicine, Department of Psychiatry
[8] Katip Celebi University,undefined
[9] Ataturk Education and Research Hospital,undefined
[10] Dokuz Eylul University,undefined
来源
Brain Topography | 2023年 / 36卷
关键词
Schizophrenia; Diffusion tensor imaging; Cognition; Communication models;
D O I
暂无
中图分类号
学科分类号
摘要
Schizophrenia has long been thought to be a disconnection syndrome and several previous studies have reported widespread abnormalities in white matter tracts in individuals with schizophrenia. Furthermore, reductions in structural connectivity may also impair communication between anatomically unconnected pairs of brain regions, potentially impacting global signal traffic in the brain. Therefore, we used different communication models to examine direct and indirect structural connections (polysynaptic) communication in large-scale brain networks in schizophrenia. Diffusion-weighted magnetic resonance imaging scans were acquired from 62 patients diagnosed with schizophrenia and 35 controls. In this study, we used five network communication models including, shortest paths, navigation, diffusion, search information and communicability to examine polysynaptic communication in large-scale brain networks in schizophrenia. We showed less efficient communication between spatially widespread brain regions particulary encompassing cortico-subcortical basal ganglia network in schizophrenia group relative to controls. Then, we also examined whether reduced communication efficiency was related to clinical symptoms in schizophrenia group. Among different measures of communication efficiency, only navigation efficiency was associated with global cognitive impairment across multiple cognitive domains including verbal learning, processing speed, executive functions and working memory, in individuals with schizophrenia. We did not find any association between communication efficiency measures and positive or negative symptoms within the schizophrenia group. Our findings are important for improving our mechanistic understanding of neurobiological process underlying cognitive symptoms in schizophrenia.
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页码:294 / 304
页数:10
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