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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

INTRODUCTION: This 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. METHODS: One hundred fifty-seven participants were d...

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Autores principales: Tran, Bach Xuan, Nguyen, Tham Thi, Boyer, Laurent, Fond, Guillaume, Auquier, Pascal, Nguyen, Hao Si Anh, Tran, Ha Thi Nhi, Nguyen, Hung Manh, Choi, Jongkwan, Le, Huong Thi, Latkin, Carl A., Nathan, Kalpana Isabel, Husain, Syeda F., McIntyre, Roger S., Ho, Cyrus S. H., Zhang, Melvyn W. B., Ho, Roger C. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9910791/
https://www.ncbi.nlm.nih.gov/pubmed/36778640
http://dx.doi.org/10.3389/fpsyt.2023.1061284
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author Tran, Bach Xuan
Nguyen, Tham Thi
Boyer, Laurent
Fond, Guillaume
Auquier, Pascal
Nguyen, Hao Si Anh
Tran, Ha Thi Nhi
Nguyen, Hung Manh
Choi, Jongkwan
Le, Huong Thi
Latkin, Carl A.
Nathan, Kalpana Isabel
Husain, Syeda F.
McIntyre, Roger S.
Ho, Cyrus S. H.
Zhang, Melvyn W. B.
Ho, Roger C. M.
author_facet Tran, Bach Xuan
Nguyen, Tham Thi
Boyer, Laurent
Fond, Guillaume
Auquier, Pascal
Nguyen, Hao Si Anh
Tran, Ha Thi Nhi
Nguyen, Hung Manh
Choi, Jongkwan
Le, Huong Thi
Latkin, Carl A.
Nathan, Kalpana Isabel
Husain, Syeda F.
McIntyre, Roger S.
Ho, Cyrus S. H.
Zhang, Melvyn W. B.
Ho, Roger C. M.
author_sort Tran, Bach Xuan
collection PubMed
description INTRODUCTION: This 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. METHODS: One 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. RESULTS: People 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 μmol/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%. DISCUSSION: Assessing hemodynamics during VFT by portable fNIRS offers the potential as an adjunct diagnostic tool for schizophrenia in developing countries.
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spelling pubmed-99107912023-02-10 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 Tran, Bach Xuan Nguyen, Tham Thi Boyer, Laurent Fond, Guillaume Auquier, Pascal Nguyen, Hao Si Anh Tran, Ha Thi Nhi Nguyen, Hung Manh Choi, Jongkwan Le, Huong Thi Latkin, Carl A. Nathan, Kalpana Isabel Husain, Syeda F. McIntyre, Roger S. Ho, Cyrus S. H. Zhang, Melvyn W. B. Ho, Roger C. M. Front Psychiatry Psychiatry INTRODUCTION: This 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. METHODS: One 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. RESULTS: People 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 μmol/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%. DISCUSSION: Assessing hemodynamics during VFT by portable fNIRS offers the potential as an adjunct diagnostic tool for schizophrenia in developing countries. Frontiers Media S.A. 2023-01-26 /pmc/articles/PMC9910791/ /pubmed/36778640 http://dx.doi.org/10.3389/fpsyt.2023.1061284 Text en Copyright © 2023 Tran, Nguyen, Boyer, Fond, Auquier, Nguyen, Tran, Nguyen, Choi, Le, Latkin, Nathan, Husain, McIntyre, Ho, Zhang and Ho. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychiatry
Tran, Bach Xuan
Nguyen, Tham Thi
Boyer, Laurent
Fond, Guillaume
Auquier, Pascal
Nguyen, Hao Si Anh
Tran, Ha Thi Nhi
Nguyen, Hung Manh
Choi, Jongkwan
Le, Huong Thi
Latkin, Carl A.
Nathan, Kalpana Isabel
Husain, Syeda F.
McIntyre, Roger S.
Ho, Cyrus S. H.
Zhang, Melvyn W. B.
Ho, Roger C. M.
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
title 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
title_full 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
title_fullStr 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
title_full_unstemmed 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
title_short 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
title_sort 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
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9910791/
https://www.ncbi.nlm.nih.gov/pubmed/36778640
http://dx.doi.org/10.3389/fpsyt.2023.1061284
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