4.6 Article

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

Journal

FRONTIERS IN PSYCHIATRY
Volume 14, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fpsyt.2023.1061284

Keywords

spectrometry; near-infrared; NIR spectroscopy; cortical hemodynamic response; schizophrenia; Vietnam

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This study aimed to evaluate the use of a portable fNIRS device as a diagnostic tool for assessing hemodynamics in people with schizophrenia in Vietnam. The results showed that individuals with schizophrenia did not exhibit significant activation in the frontal lobe during cognitive tasks. However, during the Verbal Fluency Test, certain areas of the prefrontal cortex showed promising diagnostic potential for schizophrenia.
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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