Integration of the Cortical Haemodynamic Response Measured by Functional Near-Infrared Spectroscopy and Amino Acid Analysis to Aid in the Diagnosis of Major Depressive Disorder

被引:8
|
作者
Ong, Samantha K. [1 ]
Husain, Syeda F. [2 ]
Wee, Hai Ning [3 ]
Ching, Jianhong [3 ]
Kovalik, Jean-Paul [3 ]
Cheng, Man Si [4 ]
Schwarz, Herbert [4 ]
Tang, Tong Boon [5 ]
Ho, Cyrus S. [6 ]
机构
[1] Natl Univ Hlth Syst, Dept Psychol Med, Singapore 119228, Singapore
[2] Natl Univ Singapore, Inst Hlth Innovat & Technol iHealthtech, Singapore 119276, Singapore
[3] Duke NUS Grad Med Sch, Cardiovasc & Metab Disorders Programme, Singapore 169609, Singapore
[4] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Physiol, Singapore 117593, Singapore
[5] Univ Teknol PETRONAS, Ctr Intelligent Signal & Imaging Res CISIR, Bandar Seri Iskandar 32610, Perak, Malaysia
[6] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Singapore 119228, Singapore
关键词
diagnosis; near-infrared spectroscopy; verbal fluency test; haemodynamic response; liquid chromatography mass spectrometry; major depressive disorder; HISTAMINERGIC NEURON SYSTEM; VERBAL-FLUENCY TASK; BLOOD-BRAIN-BARRIER; ADULT HEAD MODEL; ORBITOFRONTAL CORTEX; PREFRONTAL CORTEX; LIGHT-PROPAGATION; H-3; RECEPTOR; SEROTONIN; ACTIVATION;
D O I
10.3390/diagnostics11111978
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Major depressive disorder (MDD) is a debilitating condition with a high disease burden and medical comorbidities. There are currently few to no validated biomarkers to guide the diagnosis and treatment of MDD. In the present study, we evaluated the differences between MDD patients and healthy controls (HCs) in terms of cortical haemodynamic responses during a verbal fluency test (VFT) using functional near-infrared spectroscopy (fNIRS) and serum amino acid profiles, and ascertained if these parameters were correlated with clinical characteristics. Methods: Twenty-five (25) patients with MDD and 25 age-, gender-, and ethnicity-matched HCs were recruited for the study. Real-time monitoring of the haemodynamic response during completion of a VFT was quantified using a 52-channel NIRS system. Serum samples were analysed and quantified by liquid chromatography-mass spectrometry for amino acid profiling. Receiver-operating characteristic (ROC) curves were used to classify potential candidate biomarkers. Results: The MDD patients had lower prefrontal and temporal activation during completion of the VFT than HCs. The MDD patients had lower mean concentrations of oxy-Hb in the left orbitofrontal cortex (OFC), and lower serum histidine levels. When the oxy-haemoglobin response was combined with the histidine concentration, the sensitivity and specificity of results improved significantly from 66.7% to 73.3% and from 65.0% to 90.0% respectively, as compared to results based only on the NIRS response. Conclusions: These findings demonstrate the use of combination biomarkers to aid in the diagnosis of MDD. This technique could be a useful approach to detect MDD with greater precision, but additional studies are required to validate the methodology.
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页数:19
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