Brain-Wide Analysis of Functional Connectivity in First-Episode and Chronic Stages of Schizophrenia

被引:168
作者
Li, Tao [1 ,2 ,3 ]
Wang, Qiang [1 ,2 ,3 ]
Zhang, Jie [4 ,5 ]
Rolls, Edmund T. [6 ,7 ]
Yang, Wei [8 ]
Palaniyappan, Lena [9 ,10 ,11 ,12 ,13 ,14 ]
Zhang, Lu [8 ]
Cheng, Wei [4 ]
Yao, Ye [4 ]
Liu, Zhaowen [4 ,15 ]
Gong, Xiaohong [16 ]
Luo, Qiang [4 ,16 ]
Tang, Yanqing [17 ]
Crow, Timothy J. [18 ]
Broome, Matthew R. [19 ,20 ,21 ]
Xu, Ke [17 ]
Li, Chunbo [22 ]
Wang, Jijun [22 ]
Liu, Zhening [23 ]
Lu, Guangming [5 ]
Wang, Fei [17 ]
Feng, Jianfeng [4 ,7 ,8 ,24 ]
机构
[1] Sichuan Univ, West China Hosp, Mental Hlth Ctr, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Psychiat Lab, Chengdu, Peoples R China
[3] Sichuan Univ, West China Hosp, West China Brain Res Ctr, Chengdu, Peoples R China
[4] Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, 220 Handan Rd, Shanghai 200433, Peoples R China
[5] Nanjing Univ, Jinling Hosp, Dept Med Imaging, Sch Med, Nanjing, Jiangsu, Peoples R China
[6] Oxford Ctr Computat Neurosci, Oxford, England
[7] Univ Warwick, Dept Comp Sci, Coventry, W Midlands, England
[8] Shanghai Ctr Math Sci, Shanghai, Peoples R China
[9] Western Univ, Dept Psychiat, London, ON, Canada
[10] Western Univ, Dept Neurosci, London, ON, Canada
[11] Western Univ, Dept Med Biophys, London, ON, Canada
[12] Western Univ, Brain & Mind Inst, London, ON, Canada
[13] Lawson Hlth Res Inst, London, ON, Canada
[14] Robarts Res Inst, London, ON, Canada
[15] Xidian Univ, Sch Comp Sci & Technol, Xian, Shannxi, Peoples R China
[16] Fudan Univ, Sch Life Sci Dept, Shanghai, Peoples R China
[17] China Med Univ, Affiliated Hosp 1, Dept Psychiat, Shenyang, Liaoning, Peoples R China
[18] Warneford Hosp, Univ Dept Psychiat, SANE POWIC, Oxford, England
[19] Univ Oxford, Div Med Sci, Dept Psychiat, Oxford, England
[20] Oxford Hlth NHS Fdn Trust, Oxford, England
[21] Univ Warwick, Warwick Med Sch, Div Mental Hlth & Wellbeing, Coventry, W Midlands, England
[22] Shanghai Jiao Tong Univ, Sch Med, Shanghai Mental Hlth Ctr, Shanghai Key Lab Psychot Disorders 13dz2260500, Shanghai, Peoples R China
[23] Cent S Univ, Xiangya Hosp, Mental Hlth Ctr, Changsha, Hunan, Peoples R China
[24] Fudan Univ, Collaborat Innovat Ctr Brain Sci, Shanghai, Peoples R China
基金
英国惠康基金; 中国国家自然科学基金; 国家高技术研究发展计划(863计划); 美国国家科学基金会;
关键词
resting-state fMRI; whole brain functional-connectivity analysis; clinical staging model; Broca's area; thalamus; RISK MENTAL STATE; PSYCHOTIC DISORDERS; PREFRONTAL CORTEX; 1ST EPISODE; DYSCONNECTIVITY; DYSFUNCTION; NETWORKS; LANGUAGE; FMRI; SELF;
D O I
10.1093/schbul/sbw099
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Published reports of functional abnormalities in schizophrenia remain divergent due to lack of staging point-of-view and whole-brain analysis. To identify key functional-connectivity differences of first-episode (FE) and chronic patients from controls using resting-state functional MRI, and determine changes that are specifically associated with disease onset, a clinical staging model is adopted. We analyze functionalconnectivity differences in prodromal, FE (mostly drug naive), and chronic patients from their matched controls from 6 independent datasets involving a total of 789 participants (343 patients). Brain-wide functional-connectivity analysis was performed in different datasets and the results from the datasets of the same stage were then integrated by meta-analysis, with Bonferroni correction for multiple comparisons. Prodromal patients differed from controls in their pattern of functionalconnectivity involving the inferior frontal gyri (Broca's area). In FE patients, 90% of the functional-connectivity changes involved the frontal lobes, mostly the inferior frontal gyrus including Broca's area, and these changes were correlated with delusions/blunted affect. For chronic patients, functionalconnectivity differences extended to wider areas of the brain, including reduced thalamo-frontal connectivity, and increased -thalamo-temporal and thalamo-sensorimoter connectivity that were correlated with the positive, -negative, and general symptoms, respectively. Thalamic changes became prominent at the chronic stage. These results provide evidence for distinct patterns of functional-dysconnectivity across FE and chronic stages of schizophrenia. Importantly, abnormalities in the frontal language networks appear early, at the time of disease onset. The identification of stage-specific pathological processes may help to understand the disease course of schizophrenia and identify neurobiological markers crucial for early diagnosis.
引用
收藏
页码:436 / 448
页数:13
相关论文
共 51 条
[1]   Transition to Psychosis Associated With Prefrontal and Subcortical Dysfunction in Ultra High-Risk Individuals [J].
Allen, Paul ;
Luigjes, Judy ;
Howes, Oliver D. ;
Egerton, Alice ;
Hirao, Kazuyuki ;
Valli, Isabel ;
Kambeitz, Joseph ;
Fusar-Poli, Paolo ;
Broome, Matthew ;
McGuire, Philip .
SCHIZOPHRENIA BULLETIN, 2012, 38 (06) :1268-1276
[2]  
[Anonymous], 2007, STRUCTURED CLIN INTE
[3]  
[Anonymous], 2014, Neuroanatomy of language regions of the human brain
[4]   Association of Thalamic Dysconnectivity and Conversion to Psychosis in Youth and Young Adults at Elevated Clinical Risk [J].
Anticevic, Alan ;
Haut, Kristen ;
Murray, John D. ;
Repovs, Grega ;
Yang, Genevieve J. ;
Diehl, Caroline ;
McEwen, Sarah C. ;
Bearden, Carrie E. ;
Addington, Jean ;
Goodyear, Bradley ;
Cadenhead, Kristin S. ;
Mirzakhanian, Heline ;
Cornblatt, Barbara A. ;
Olvet, Doreen ;
Mathalon, Daniel H. ;
McGlashan, Thomas H. ;
Perkins, Diana O. ;
Belger, Aysenil ;
Seidman, Larry J. ;
Tsuang, Ming T. ;
van Erp, Theo G. M. ;
Walker, Elaine F. ;
Hamann, Stephan ;
Woods, Scott W. ;
Qiu, Maolin ;
Cannon, Tyrone D. .
JAMA PSYCHIATRY, 2015, 72 (09) :882-891
[5]   Characterizing Thalamo-Cortical Disturbances in Schizophrenia and Bipolar Illness [J].
Anticevic, Alan ;
Cole, Michael W. ;
Repovs, Grega ;
Murray, John D. ;
Brumbaugh, Margaret S. ;
Winkler, Anderson M. ;
Savic, Aleksandar ;
Krystal, John H. ;
Pearlson, Godfrey D. ;
Glahn, David C. .
CEREBRAL CORTEX, 2014, 24 (12) :3116-3130
[6]   Amygdala Connectivity Differs Among Chronic, Early Course, and Individuals at Risk for Developing Schizophrenia [J].
Anticevic, Alan ;
Tang, Yanqing ;
Cho, Youngsun T. ;
Repovs, Grega ;
Cole, Michael W. ;
Savic, Aleksandar ;
Wang, Fei ;
Krystal, John H. ;
Xu, Ke .
SCHIZOPHRENIA BULLETIN, 2014, 40 (05) :1105-1116
[7]   Disruption of Cortical Association Networks in Schizophrenia and Psychotic Bipolar Disorder [J].
Baker, Justin T. ;
Holmes, Avram J. ;
Masters, Grace A. ;
Yeo, B. T. Thomas ;
Krienen, Fenna ;
Buckner, Randy L. ;
Oenguer, Dost .
JAMA PSYCHIATRY, 2014, 71 (02) :109-118
[8]   Cognition in schizophrenia: core psychological and neural mechanisms [J].
Barch, Deanna M. ;
Ceaser, Alan .
TRENDS IN COGNITIVE SCIENCES, 2012, 16 (01) :27-34
[9]   Functional integration between the posterior hippocampus and prefrontal cortex is impaired in both first episode schizophrenia and the at risk mental state [J].
Benetti, Stefania ;
Mechelli, Andrea ;
Picchioni, Marco ;
Broome, Matthew ;
Williams, Steven ;
McGuire, Philip .
BRAIN, 2009, 132 :2426-2436
[10]   The etiology of schizophrenia and the origin of language: Overview of a theory [J].
Berlim, MT ;
Mattevi, BS ;
Belmonte-de-Abreu, P ;
Crow, TJ .
COMPREHENSIVE PSYCHIATRY, 2003, 44 (01) :7-14