Transdiagnostic differences in the resting-state functional connectivity of the prefrontal cortex in depression and schizophrenia

被引:40
作者
Chen, Xi [1 ]
Liu, Chang [1 ,2 ]
He, Hui [1 ]
Chang, Xin [1 ]
Jiang, Yuchao [1 ]
Li, Yingjia [1 ]
Duan, Mingjun [1 ,3 ]
Li, Jianfu [1 ]
Luo, Cheng [1 ]
Yao, Dezhong [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Life Sci & Technol, High Field Magnet Resonance Brain Imaging Key Lab, Key Lab NeuroInformat,Minist Educ,Ctr Informat Me, Chengdu, Peoples R China
[2] Chengdu Univ, Coll Informat Sci & Engn, Chengdu 610106, Peoples R China
[3] Chengdu Mental Hlth Ctr, Dept Psychiat, Chengdu, Peoples R China
关键词
Depression; Schizophrenia; Functional connectivity; Prefrontal cortex; Machine learning; GRAY-MATTER VOLUME; WHOLE-BRAIN; NETWORK; CLASSIFICATION; ORGANIZATION; ABNORMALITIES; DISCONNECTION; METAANALYSIS; INTEGRATION; NEURONS;
D O I
10.1016/j.jad.2017.04.001
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Backgrounds Depression and schizophrenia are two of the most serious psychiatric disorders. They share similar symptoms but the pathology-specific commonalities and differences remain unknown. This study was conducted to acquire a full picture of the functional alterations in schizophrenia and depression patients. Methods: The resting-state fMRI data from 20 patients with schizophrenia, 20 patients with depression and 20 healthy control subjects were collected. A data-driven approach that included local functional connectivity density (FCD) analysis combined with multivariate pattern analysis (MVPA) was used to compare the three groups. Results: Based on the results of the MVPA, the local FCD value in the orbitofrontal cortex (OFC) can differentiate depression patients from schizophrenia patients. The patients with depression had a higher local FCD value in the medial and anterior parts of the OFC than the subjects in the other two groups, which suggested altered abstract and reward reinforces processing in depression patients. Subsequent functional connectivity analysis indicated that the connection in the prefrontal cortex was significantly lower in people with schizophrenia compared to people with depression and healthy controls. Limitation: The systematically different medications for schizophrenia and depression may have different effects on functional connectivity. Conclusions: These results suggested that the resting-state functional connectivity pattern in the prefrontal cortex may be a transdiagnostic difference between depression and schizophrenia patients.
引用
收藏
页码:118 / 124
页数:7
相关论文
共 53 条
[21]   Hypofrontality in schizophrenia: a meta-analysis of functional imaging studies [J].
Hill, K ;
Mann, L ;
Laws, KR ;
Stephenson, CME ;
Nimmo-Smith, I ;
McKenna, PJ .
ACTA PSYCHIATRICA SCANDINAVICA, 2004, 110 (04) :243-256
[22]   The functional neuroanatomy of the human orbitofrontal cortex: evidence from neuroimaging and neuropsychology [J].
Kringelbach, ML ;
Rolls, ET .
PROGRESS IN NEUROBIOLOGY, 2004, 72 (05) :341-372
[23]   Daily Left Prefrontal Repetitive Transcranial Magnetic Stimulation in the Acute Treatment of Major Depression: Clinical Predictors of Outcome in a Multisite, Randomized Controlled Clinical Trial [J].
Lisanby, Sarah H. ;
Husain, Mustafa M. ;
Rosenquist, Peter B. ;
Maixner, Daniel ;
Gutierrez, Rosben ;
Krystal, Andrew ;
Gilmer, William ;
Marangell, Lauren B. ;
Aaronson, Scott ;
Daskalakis, Zafiris J. ;
Canterbury, Randolph ;
Richelson, Elliott ;
Sackeim, Harold A. ;
George, Mark S. .
NEUROPSYCHOPHARMACOLOGY, 2009, 34 (02) :522-534
[24]   Classification of Different Therapeutic Responses of Major Depressive Disorder with Multivariate Pattern Analysis Method Based on Structural MR Scans [J].
Liu, Feng ;
Guo, Wenbin ;
Yu, Dengmiao ;
Gao, Qing ;
Gao, Keming ;
Xue, Zhimin ;
Du, Handan ;
Zhang, Jianwei ;
Tan, Changlian ;
Liu, Zhening ;
Zhao, Jingping ;
Chen, Huafu .
PLOS ONE, 2012, 7 (07)
[25]   Long-Term Effects of Musical Training and Functional Plasticity in Salience System [J].
Luo, Cheng ;
Tu, Shipeng ;
Peng, Yueheng ;
Gao, Shan ;
Li, Jianfu ;
Dong, Li ;
Li, Gujing ;
Lai, Yongxiu ;
Li, Hong ;
Yao, Dezhong .
NEURAL PLASTICITY, 2014, 2014
[26]   Emotion recognition and theory of mind are related to gray matter volume of the prefrontal cortex in schizophrenia [J].
Maat, Arija ;
van Haren, Neeltje E. M. ;
Bartholomeuz, Cali F. ;
Kahn, Rene S. ;
Cahn, Wiepke .
EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2016, 26 (02) :255-264
[27]   Year-end review in Schizophrenia Research [J].
Mehta, Urvakhsh Meherwan .
SCHIZOPHRENIA RESEARCH, 2017, 179 :132-134
[28]   The 'resting-state hypothesis' of major depressive disorder-A translational subcortical-cortical framework for a system disorder [J].
Northoff, Georg ;
Wiebking, Christine ;
Feinberg, Todd ;
Panksepp, Jaak .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2011, 35 (09) :1929-1945
[29]   The organization of networks within the orbital and medial prefrontal cortex of rats, monkeys and humans [J].
Öngür, D ;
Price, JL .
CEREBRAL CORTEX, 2000, 10 (03) :206-219
[30]   Machine learning approaches for integrating clinical and imaging features in late-life depression classification and response prediction [J].
Patel, Meenal J. ;
Andreescu, Carmen ;
Price, Julie C. ;
Edelman, Kathryn L. ;
Reynolds, Charles F., III ;
Aizenstein, Howard J. .
INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY, 2015, 30 (10) :1056-1067