Functional near-infrared spectroscopy (fNIRS) as a tool to assist the diagnosis of major psychiatric disorders in a Chinese population

被引:47
作者
Wei, YanYan [1 ]
Chen, Qi [2 ]
Curtin, Adrian [3 ,4 ]
Tu, Li [2 ]
Tang, Xiaochen [1 ]
Tang, YingYing [1 ]
Xu, LiHua [1 ]
Qian, ZhenYing [1 ]
Zhou, Jie [5 ]
Zhu, ChaoZhe [6 ]
Zhang, TianHong [7 ]
Wang, JiJun [8 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Mental Hlth Ctr, Sch Med, 600 Wanping Nan Rd, Shanghai 200030, Peoples R China
[2] 102nd Hosp Liberat Army, Changzhou 213003, Peoples R China
[3] Drexel Univ, Sch Biomed Engn & Hlth Sci, Philadelphia, PA 19104 USA
[4] Shanghai Jiao Tong Univ, Med X Inst, Shanghai 200300, Peoples R China
[5] Shanghai Jiao Tong Univ, Shanghai Med X Engn Res Ctr, Sch Biomed Engn, Shanghai 200030, Peoples R China
[6] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
[7] Shanghai Jiao Tong Univ, Shanghai Mental Hlth Ctr, Shanghai Key Lab Psychot Disorders, Sch Med, 600 Wanping Nan Rd, Shanghai 200030, Peoples R China
[8] Bio X Insitute, Key Lab Genet Dev & Neuropsychiat Disorders, Minist Educ, Shanghai, Peoples R China
基金
国家重点研发计划;
关键词
Psychiatric disorder; Diagnose; fNIRS; Clinical symptoms; DORSOLATERAL PREFRONTAL CORTEX; VERBAL FLUENCY TASK; BIPOLAR DISORDER; SCHIZOPHRENIA; ACTIVATION; AGE; CONNECTIVITY; SCALE; FMRI;
D O I
10.1007/s00406-020-01125-y
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Advances in neuroimaging have promised the development of specific and objective biomarkers for the diagnosis and treatment of psychiatric disorders. Recently, functional near-infrared spectroscopy (fNIRS) has been used during cognitive tasks to measure cortical dysfunction associated with mental illnesses such as Schizophrenia (SCH), Major-Depressive disorder (MD) and Bipolar Disorder (BD). We investigated the ability of fNIRS as a clinically viable tool to successfully distinguish healthy individuals from those with major psychiatric disorders. 316 patients with major psychiatric disorders (198 SCH/54 MD/64 BP) and 101 healthy controls were included in this study. Changes in oxygenated-hemoglobin during a Chinese language verbal fluency test were measured using a 52-channel fNIRS machine over the bilateral temporal and frontal lobe areas. We evaluated the ability of two task-evoked features selected from prior studies the Integral and Centroid values, to identify individuals with major diagnoses. Both the integral value of frontal and centroid value of temporal showed sensitivity in classifying individuals with mental disorders from healthy controls. However, using a combined index featuring both the integral value and centroid value to differentiate psychiatric disorders from healthy controls with an AUC of 0.913, differentiate individuals with mood disorders from healthy controls showed an AUC of 0.899, while for schizophrenia the AUC was 0.737. Our data suggest that fNIRS can be used as a candidate biomarker during differential diagnosis individuals with mood or psychosis disorders and offer a step towards individualization of treatment.
引用
收藏
页码:745 / 757
页数:13
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