A neuroimaging biomarker for striatal dysfunction in schizophrenia
Li, Ang1,27,28,29; Zalesky, Andrew24,25,26; Yue, Weihua21,22,23; Howes, Oliver19,20; Yan, Hao21,22,23; Liu, Yong1,27,28,29; Fan, Lingzhong1,27,28,29; Whitaker, Kirstie J.17,18; Xu, Kaibin1,28,29; Rao, Guangxiang1,27,28,29
刊名NATURE MEDICINE
2020-03-23
卷号26期号:26页码:27
关键词TREATMENT-RESISTANT SCHIZOPHRENIA,RESTING-STATE FMRI,FUNCTIONAL CONNECTIVITY,DOPAMINE HYPOTHESIS,GENE-EXPRESSION,NETWORK
ISSN号1078-8956
DOI10.1038/s41591-020-0793-8
通讯作者Jiang, Tianzi(Jiangtz@nlpr.ia.ac.cn) ; Liu, Bing(bliu@nlpria.ac.cn)
英文摘要

Mounting evidence suggests that function and connectivity of the striatum is disrupted in schizophrenia(1-5). We have developed a new hypothesis-driven neuroimaging biomarker for schizophrenia identification, prognosis and subtyping based on functional striatal abnormalities (FSA). FSA scores provide a personalized index of striatal dysfunction, ranging from normal to highly pathological. Using inter-site cross-validation on functional magnetic resonance images acquired from seven independent scanners (n = 1,100), FSA distinguished individuals with schizophrenia from healthy controls with an accuracy exceeding 80% (sensitivity, 79.3%; specificity, 81.5%). In two longitudinal cohorts, inter-individual variation in baseline FSA scores was significantly associated with antipsychotic treatment response. FSA revealed a spectrum of severity in striatal dysfunction across neuropsychiatric disorders, where dysfunction was most severe in schizophrenia, milder in bipolar disorder, and indistinguishable from healthy individuals in depression, obsessive-compulsive disorder and attention-deficit hyperactivity disorder. Loci of striatal hyperactivity recapitulated the spatial distribution of dopaminergic function and the expression profiles of polygenic risk for schizophrenia. In conclusion, we have developed a new biomarker to index striatal dysfunction and established its utility in predicting antipsychotic treatment response, clinical stratification and elucidating striatal dysfunction in neuropsychiatric disorders. A new cross-validated neuroimaging biomarker that reflects striatal dysfunctioning can be used to distinguish patients with schizophrenia from healthy controls, and is associated with treatment response to antipsychotics.

资助项目National Key Basic Research and Development Program (973)[2011CB707800] ; National Key Research and Development Plan[2016YFC0904300] ; Strategic Priority Research Program of Chinese Academy of Science[XDB32020200] ; Natural Science Foundation of China[81771451]
WOS关键词TREATMENT-RESISTANT SCHIZOPHRENIA ; RESTING-STATE FMRI ; FUNCTIONAL CONNECTIVITY ; DOPAMINE HYPOTHESIS ; GENE-EXPRESSION ; NETWORK ; PSYCHOSIS ; RISK ; DYSCONNECTIVITY ; DISORDER
WOS研究方向Biochemistry & Molecular Biology ; Cell Biology ; Research & Experimental Medicine
语种英语
出版者NATURE PUBLISHING GROUP
WOS记录号WOS:000521529700004
资助机构National Key Basic Research and Development Program (973) ; National Key Research and Development Plan ; Strategic Priority Research Program of Chinese Academy of Science ; Natural Science Foundation of China
内容类型期刊论文
源URL[http://ir.ia.ac.cn/handle/173211/38706]  
专题自动化研究所_脑网络组研究中心
通讯作者Jiang, Tianzi; Liu, Bing
作者单位1.Chinese Acad Sci, Brainnetome Ctr, Beijing, Peoples R China
2.Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia
3.Univ Elect Sci & Technol China, Sch Life Sci & Technol, Minist Educ, Key Lab Neuro Informat, Chengdu, Peoples R China
4.Chinese Acad Sci, Innovat Acad Artificial Intelligence, Beijing, Peoples R China
5.Chinese Acad Sci, Inst Biophys, State Key Lab Brain & Cognit Sci, Beijing, Peoples R China
6.Peking Univ, McGovern Inst Brain Res, PKU IDG, Ctr Life Sci, Beijing, Peoples R China
7.Kunming Med Univ, Affiliated Hosp 1, Dept Psychiat, Kunming, Yunnan, Peoples R China
8.Shanxi Univ, Sch Comp & Informat Technol, Taiyuan, Peoples R China
9.Guangzhou Med Univ, Guangzhou Huiai Hosp, Affiliated Brain Hosp, Guangzhou, Peoples R China
10.Xinxiang Med Univ, Dept Psychol, Xinxiang, Henan, Peoples R China
推荐引用方式
GB/T 7714
Li, Ang,Zalesky, Andrew,Yue, Weihua,et al. A neuroimaging biomarker for striatal dysfunction in schizophrenia[J]. NATURE MEDICINE,2020,26(26):27.
APA Li, Ang.,Zalesky, Andrew.,Yue, Weihua.,Howes, Oliver.,Yan, Hao.,...&Liu, Bing.(2020).A neuroimaging biomarker for striatal dysfunction in schizophrenia.NATURE MEDICINE,26(26),27.
MLA Li, Ang,et al."A neuroimaging biomarker for striatal dysfunction in schizophrenia".NATURE MEDICINE 26.26(2020):27.
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