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A neuroimaging biomarker for striatal dysfunction in schizophrenia

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机构: [1]Chinese Acad Sci, Brainnetome Ctr, Beijing, Peoples R China [2]Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing, Peoples R China [3]Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China [4]Chinese Acad Sci, Ctr Excellence Brain Sci & Intelligence Technol, Shanghai, Peoples R China [5]Univ Melbourne, Dept Psychiat, Melbourne Neuropsychiat Ctr, Melbourne, Vic, Australia [6]Melbourne Hlth, Melbourne, Vic, Australia [7]Univ Melbourne, Dept Biomed Engn, Melbourne, Vic, Australia [8]Peking Univ, Sixth Hosp, Inst Mental Hlth, Beijing, Peoples R China [9]Peking Univ, Sixth Hosp, Minist Hlth, Key Lab Mental Hlth, Beijing, Peoples R China [10]Peking Univ, Sixth Hosp, Natl Clin Res Ctr Mental Disorders, Beijing, Peoples R China [11]Imperial Coll London, MRC London Inst Med Sci, Hammersmith Hosp, Psychiat Imaging Grp, London, England [12]Kings Coll London, Inst Psychiat, London, England [13]Univ Cambridge, Dept Psychiat, Cambridge, England [14]British Lib, Alan Turing Inst, London, England [15]Wuhan Univ, Renmin Hosp, Dept Radiol, Wuhan, Peoples R China [16]Fourth Mil Med Univ, Xijing Hosp, Dept Psychiat, Xian, Peoples R China [17]Zhumadian Psychiat Hosp, Zhumadian, Peoples R China [18]Xinxiang Med Univ, Affiliated Hosp 2, Henan Mental Hosp, Dept Psychiat, Xinxiang, Henan, Peoples R China [19]Xinxiang Med Univ, Int Joint Res Lab Psychiat & Neurosci Henan, Henan Key Lab Biol Psychiat, Xinxiang, Henan, Peoples R China [20]Wuhan Univ, Renmin Hosp, Dept Psychiat, Wuhan, Peoples R China [21]Xinxiang Med Univ, Dept Psychol, Xinxiang, Henan, Peoples R China [22]Guangzhou Med Univ, Guangzhou Huiai Hosp, Affiliated Brain Hosp, Guangzhou, Peoples R China [23]Shanxi Univ, Sch Comp & Informat Technol, Taiyuan, Peoples R China [24]Kunming Med Univ, Affiliated Hosp 1, Dept Psychiat, Kunming, Yunnan, Peoples R China [25]Peking Univ, McGovern Inst Brain Res, PKU IDG, Ctr Life Sci, Beijing, Peoples R China [26]Chinese Acad Sci, Inst Biophys, State Key Lab Brain & Cognit Sci, Beijing, Peoples R China [27]Chinese Acad Sci, Innovat Acad Artificial Intelligence, Beijing, Peoples R China [28]Univ Elect Sci & Technol China, Sch Life Sci & Technol, Minist Educ, Key Lab Neuro Informat, Chengdu, Peoples R China [29]Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia
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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.

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出版当年[2021]版:
大类 | 1 区 医学
小类 | 1 区 生化与分子生物学 1 区 细胞生物学 1 区 医学:研究与实验
最新[2023]版:
大类 | 1 区 医学
小类 | 1 区 生化与分子生物学 1 区 细胞生物学 1 区 医学:研究与实验
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出版当年[2020]版:
Q1 MEDICINE, RESEARCH & EXPERIMENTAL Q1 CELL BIOLOGY Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
最新[2023]版:
Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Q1 CELL BIOLOGY Q1 MEDICINE, RESEARCH & EXPERIMENTAL

影响因子: 最新[2023版] 最新五年平均 出版当年[2020版] 出版当年五年平均 出版前一年[2019版] 出版后一年[2021版]

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第一作者机构: [1]Chinese Acad Sci, Brainnetome Ctr, Beijing, Peoples R China [2]Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing, Peoples R China [3]Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China [4]Chinese Acad Sci, Ctr Excellence Brain Sci & Intelligence Technol, Shanghai, Peoples R China
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通讯机构: [1]Chinese Acad Sci, Brainnetome Ctr, Beijing, Peoples R China [2]Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing, Peoples R China [3]Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China [4]Chinese Acad Sci, Ctr Excellence Brain Sci & Intelligence Technol, Shanghai, Peoples R China [27]Chinese Acad Sci, Innovat Acad Artificial Intelligence, Beijing, Peoples R China [28]Univ Elect Sci & Technol China, Sch Life Sci & Technol, Minist Educ, Key Lab Neuro Informat, Chengdu, Peoples R China [29]Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia
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