Utility of portable functional near-infrared spectroscopy (fNIRS) in patients with bipolar and unipolar disorders: A comparison with healthy controls

双相情感障碍 听力学 斯特罗普效应 前额叶皮质 曲线下面积 眶额皮质 心脏病学 接收机工作特性 口语流利性测试 尤登J统计 心理学 内科学 情绪障碍 医学 心情 神经心理学 精神科 认知 焦虑
作者
Bach Xuan Tran,Tham Thi Nguyen,Hao Si Anh Nguyen,Laurent Boyer,Pascal Auquier,Guillaume Fond,Ha Thi Nhi Tran,Hung Nguyen,JongKwan Choi,Carl A. Latkin,Cyrus S. H. Ho,Syeda Fabeha Husain,Roger S. McIntyre,Melvyn Zhang,Roger Ho
出处
期刊:Journal of Affective Disorders [Elsevier]
卷期号:323: 581-591 被引量:23
标识
DOI:10.1016/j.jad.2022.11.091
摘要

This study aimed to evaluate portable functional near-infrared spectroscopy (fNIRS) device as an adjunct diagnostic tool for bipolar and unipolar disorders while performing cognitive tasks.150 participants were divided into three groups including bipolar, unipolar disorder, and healthy controls (50:50:50), matched by age, gender, and family history of mood disorder. Hemodynamics in the frontal cortex were monitored by fNIRS during the Stroop Color-Word Test and Verbal Fluency Test. The GLM compared the differences in oxy-hemoglobin levels between the two groups. The Receiver Operating Characteristic (ROC) graph was generated for each neuroanatomical area.For people with BD group, the area under the ROC curve (AUC) for the left orbitofrontal cortex was maximal during the VFT [AUC = 0.727, 95%CI = 0.617-0.824]. The Youden's index reached a peak (0.40) at the optimal cut-point value (HbO2 cutoff <0.180 μmol/ml for BD) in which the sensitivity was 82 %; specificity was 58 %; PPV was 0.66; NPV was 0.76 and correct classification rate was 70 %. Regarding the UD group, during VFT, the highest value AUC [AUC = 0.822, 95%CI = 0.740-0.903] was recorded in the left dorsolateral prefrontal cortex with the optimal cut-off value (HbO2cutoff ≥0.163 μmol/ml for healthy controls; <0.163 for unipolar disorder), the sensitivity was 72 %; specificity was 82 %; PPV was 0.80; NPV was 0.75, correct classification rate was 77 %, and the Youden's index was 0.54.Assessing hemodynamics during VFT using portable fNIRS offers the potential as an adjunct diagnostic tool for mood disorders in low-resource environments.
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