Cargando…
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
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 he...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617819/ https://www.ncbi.nlm.nih.gov/pubmed/34829325 http://dx.doi.org/10.3390/diagnostics11111978 |
_version_ | 1784604598203318272 |
---|---|
author | Ong, Samantha K. Husain, Syeda F. Wee, Hai Ning Ching, Jianhong Kovalik, Jean-Paul Cheng, Man Si Schwarz, Herbert Tang, Tong Boon Ho, Cyrus S. |
author_facet | Ong, Samantha K. Husain, Syeda F. Wee, Hai Ning Ching, Jianhong Kovalik, Jean-Paul Cheng, Man Si Schwarz, Herbert Tang, Tong Boon Ho, Cyrus S. |
author_sort | Ong, Samantha K. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8617819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86178192021-11-27 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 Ong, Samantha K. Husain, Syeda F. Wee, Hai Ning Ching, Jianhong Kovalik, Jean-Paul Cheng, Man Si Schwarz, Herbert Tang, Tong Boon Ho, Cyrus S. Diagnostics (Basel) Article 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. MDPI 2021-10-25 /pmc/articles/PMC8617819/ /pubmed/34829325 http://dx.doi.org/10.3390/diagnostics11111978 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ong, Samantha K. Husain, Syeda F. Wee, Hai Ning Ching, Jianhong Kovalik, Jean-Paul Cheng, Man Si Schwarz, Herbert Tang, Tong Boon Ho, Cyrus S. 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 |
title | 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 |
title_full | 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 |
title_fullStr | 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 |
title_full_unstemmed | 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 |
title_short | 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 |
title_sort | 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 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617819/ https://www.ncbi.nlm.nih.gov/pubmed/34829325 http://dx.doi.org/10.3390/diagnostics11111978 |
work_keys_str_mv | AT ongsamanthak integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT husainsyedaf integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT weehaining integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT chingjianhong integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT kovalikjeanpaul integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT chengmansi integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT schwarzherbert integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT tangtongboon integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder AT hocyruss integrationofthecorticalhaemodynamicresponsemeasuredbyfunctionalnearinfraredspectroscopyandaminoacidanalysistoaidinthediagnosisofmajordepressivedisorder |