Differentiating people with schizophrenia from healthy controls in a developing Country: An evaluation of portable functional near infrared spectroscopy (fNIRS) as an adjunct diagnostic tool

被引:6
|
作者
Tran, Bach Xuan [1 ]
Nguyen, Tham Thi [1 ]
Boyer, Laurent [2 ]
Fond, Guillaume [2 ]
Auquier, Pascal [2 ]
Nguyen, Hao Si Anh [3 ]
Tran, Ha Thi Nhi [4 ]
Nguyen, Hung Manh [5 ]
Choi, Jongkwan [6 ]
Le, Huong Thi [1 ]
Latkin, Carl A. [7 ]
Nathan, Kalpana Isabel [8 ]
Husain, Syeda F. [9 ]
McIntyre, Roger S. [10 ,11 ,12 ,13 ]
Ho, Cyrus S. H. [14 ]
Zhang, Melvyn W. B. [15 ]
Ho, Roger C. M. [14 ,16 ]
机构
[1] Hanoi Med Univ, Inst Prevent Med & Publ Hlth, Hanoi, Vietnam
[2] Aix Marseille Univ, Res Ctr Hlth Serv & Qual Life, EA 3279, CEReSS, Marseille, France
[3] Inst Hlth Econ & Technol, Hanoi, Vietnam
[4] Hanoi Dept Hlth, Hanoi, Vietnam
[5] Mai Huong Daycare Psychiat Hosp, Hanoi, Vietnam
[6] OBELAB Inc, Seoul, South Korea
[7] Johns Hopkins Univ, Bloomberg Sch Publ Hlth, Baltimore, MD USA
[8] Stanford Univ, Dept Psychiat & Behav Sci, Stanford, CA USA
[9] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Paediat, Singapore, Singapore
[10] Univ Hlth Network, Univ Toronto, Mood Disorder Psychopharmacol Unit, Toronto, ON, Canada
[11] Univ Toronto, Inst Med Sci, Toronto, ON, Canada
[12] Univ Toronto, Dept Psychiat, Toronto, ON, Canada
[13] Univ Toronto, Dept Pharmacol, Toronto, ON, Canada
[14] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Singapore, Singapore
[15] Nanyang Technol Univ Singapore, Lee Kong Chian Sch Med, Family Med & Primary Care, Singapore, Singapore
[16] Natl Univ Singapore, Inst Hlth Innovat & Technol, Singapore, Singapore
来源
FRONTIERS IN PSYCHIATRY | 2023年 / 14卷
关键词
spectrometry; near-infrared; NIR spectroscopy; cortical hemodynamic response; schizophrenia; Vietnam; VERBAL FLUENCY TASK; NEGATIVE SYNDROME SCALE; ACTIVATION PATTERNS; FRONTAL ACTIVATION; CORTICAL ACTIVITY; HIGH-RISK; PSYCHOSIS; CLASSIFICATION; RELIABILITY; PERFORMANCE;
D O I
10.3389/fpsyt.2023.1061284
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
IntroductionThis study aimed to evaluate portable functional near-infrared spectroscopy (fNIRS) device as an adjunct diagnostic tool in Vietnam to assess hemodynamics when people with schizophrenia and healthy controls performed cognitive tasks. MethodsOne hundred fifty-seven participants were divided into schizophrenia (n = 110) and healthy controls group (n = 47), which were recruited by match of age, and gender. Hemodynamic responses in the frontal cortex were monitored with a 48-channel portable device during the Stroop Color-Word Test (SCWT) and Verbal Fluency Test (VFT). General linear model compared the differences in oxyhemoglobin (HbO(2)) levels between the two groups. The Receiver Operating Characteristic (ROC) graph was generated for each neuroanatomical area. ResultsPeople with schizophrenia did not show significant activation in the frontal lobe during the SCWT and VFT as compared to pre-task. During the VFT, the area under the ROC curve of the bilateral dorsolateral prefrontal cortex, bilateral orbitofrontal cortex, bilateral frontopolar prefrontal cortex, and bilateral ventrolateral prefrontal cortex were greater than 0.7 (p < 0.001). The area under the ROC curve (AUC) for the right orbitofrontal cortex was maximal during the VFT (AUC = 0.802, 95%CI = 0.731-0.872). The Youden's index reached a peak (0.57) at the optimal cut-point value (HbO(2) cutoff <0.209 mu mol/ml for schizophrenia) in which the sensitivity was 85%; specificity was 72%; positive predictive value (PPV) was 0.88; negative predictive value (NPV) was 0.68 and correct classification rate was 76%. DiscussionAssessing hemodynamics during VFT by portable fNIRS offers the potential as an adjunct diagnostic tool for schizophrenia in developing countries.
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页数:12
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