Brain-wide functional inter-hemispheric disconnection is a potential biomarker for schizophrenia and distinguishes it from depression

被引:44
作者
Guo, Shuixia [1 ]
Kendrick, Keith M. [2 ,3 ]
Zhang, Jie [4 ]
Broome, Matthew [5 ]
Yu, Rongjun [6 ,7 ]
Liu, Zhening [8 ]
Feng, Jianfeng [4 ,9 ]
机构
[1] Hunan Normal Univ, Minist Educ China, Key Lab High Performance Comp & Stochast Informat, Coll Math & Comp Sci, Changsha 410081, Hunan, Peoples R China
[2] Univ Elect Sci & Technol China, Sch Life Sci & Technol, Minist Educ, Key Lab Neuroinformat, Chengdu 610054, Peoples R China
[3] Sichuan Univ, West China Hosp, Dept Radiol, Huaxi MR Res Ctr HMRRC, Chengdu 610041, Peoples R China
[4] Fudan Univ, Sch Math Sci, Ctr Computat Syst Biol, Shanghai 200433, Peoples R China
[5] Univ Warwick, Warwick Med Sch, Div Mental Hlth & Wellbeing, Coventry CV4 7AL, W Midlands, England
[6] S China Normal Univ, Sch Psychol, Guangzhou, Guangdong, Peoples R China
[7] S China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou, Guangdong, Peoples R China
[8] Cent S Univ, Xiangya Hosp 2, Inst Mental Hlth, Changsha 410011, Hunan, Peoples R China
[9] Univ Warwick, Dept Comp Sci, Coventry CV4 7AL, W Midlands, England
基金
中国国家自然科学基金;
关键词
Functional connectivity; Inter-hemispheric; Intra-hemispheric; Schizophrenia; SVM; CORPUS-CALLOSUM; 1ST-EPISODE SCHIZOPHRENIA; INTERHEMISPHERIC-TRANSFER; PERMUTATION TESTS; FIBER COMPOSITION; CONNECTIVITY; NETWORKS; PSYCHOSIS; DEFICITS; RESPECT;
D O I
10.1016/j.nicl.2013.06.008
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Schizophrenia is associated with disconnectivity in the brain although it is still unclear whether changes within or between hemispheres are of greatest importance. In this paper, an analysis of 152 schizophrenia patients compared with 122 healthy controls was carried out. Comparisons were also made with 39 depression patients and 37 controls to examine whether brain wide changes in inter- or intra-hemispheric functional connectivity are most associated with the disorder and can distinguish it from depression. The authors developed new techniques (first and second order symmetry) to investigate brain wide changes in patients (45 regions per hemisphere) and their association with illness duration and symptom severity. Functional connectivity between the same regions in left- and right hemispheres (first order symmetry) was significantly reduced as was that between the same pairs of regions in the left- and right-hemispheres (second order symmetry) or using all possible inter hemispheric connections in schizophrenia patients. By contrast, no significant changes were found for brain wide intro-hemispheric links. First order symmetry changes correlated significantly with positive and negative symptom severity for functional connections linked via the anterior commissure and negative symptoms for those linked via the corpus callosum. Support vector machine analysis revealed that inter-hemispheric symmetry changes had 73-81% accuracy in discriminating schizophrenia patients and either healthy controls or depressed patients. In conclusion, reduced brain-wide inter-hemispheric functional connectivity occurs in schizophrenia, is associated with symptom severity, and can discriminate schizophrenia patients from depressed ones or healthy controls. Brain-wide changes in inter-hemispheric connections may therefore provide a useful potential biomarker for schizophrenia. (C) 2013 The Authors. Published by Elseviei Inc. Open access under CC BY-NC-ND license.
引用
收藏
页码:818 / 826
页数:9
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