TY - JOUR
T1 - Photoplethysmographic Waveform Analysis for Autonomic Reactivity Assessment in Depression
AU - Kontaxis, Spyridon
AU - Gil, Eduardo
AU - Marozas, Vaidotas
AU - Lazaro, Jesus
AU - Garcia, Esther
AU - Posadas-De Miguel, Mar
AU - Siddi, Sara
AU - Bernal, Maria Luisa
AU - Aguilo, Jordi
AU - Haro, Josep Maria
AU - De La Camara, Concepcion
AU - Laguna, Pablo
AU - Bailon, Raquel
N1 - Publisher Copyright:
© 1964-2012 IEEE.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/4
Y1 - 2021/4
N2 - OBJECTIVE: In the present study, a photoplethysmographic (PPG) waveform analysis for assessing differences in autonomic reactivity to mental stress between patients with Major Depressive Disorder (MDD) and healthy control (HC) subjects is presented.METHODS: PPG recordings of 40 MDD and 40 HC subjects were acquired at basal conditions, during the execution of cognitive tasks, and at the post-task relaxation period. PPG pulses are decomposed into three waves (a main wave and two reflected waves) using a pulse decomposition analysis. Pulse waveform characteristics such as the time delay between the position of the main wave and reflected waves, the percentage of amplitude loss in the reflected waves, and the heart rate (HR) are calculated among others. The intra-subject difference of a feature value between two conditions is used as an index of autonomic reactivity.RESULTS: Statistically significant individual differences from stress to recovery were found for HR and the percentage of amplitude loss in the second reflected wave ( A
13) in both HC and MDD group. However, autonomic reactivity indices related to A
13 reached higher values in HC than in MDD subjects (Cohen's [Formula: see text]), implying that the stress response in depressed patients is reduced. A statistically significant ( ) negative correlation ( r=-0.5) between depression severity scores and A
13 was found.
CONCLUSION: A decreased autonomic reactivity is associated with higher degree of depression.SIGNIFICANCE: Stress response quantification by dynamic changes in PPG waveform morphology can be an aid for the diagnosis and monitoring of depression.
AB - OBJECTIVE: In the present study, a photoplethysmographic (PPG) waveform analysis for assessing differences in autonomic reactivity to mental stress between patients with Major Depressive Disorder (MDD) and healthy control (HC) subjects is presented.METHODS: PPG recordings of 40 MDD and 40 HC subjects were acquired at basal conditions, during the execution of cognitive tasks, and at the post-task relaxation period. PPG pulses are decomposed into three waves (a main wave and two reflected waves) using a pulse decomposition analysis. Pulse waveform characteristics such as the time delay between the position of the main wave and reflected waves, the percentage of amplitude loss in the reflected waves, and the heart rate (HR) are calculated among others. The intra-subject difference of a feature value between two conditions is used as an index of autonomic reactivity.RESULTS: Statistically significant individual differences from stress to recovery were found for HR and the percentage of amplitude loss in the second reflected wave ( A
13) in both HC and MDD group. However, autonomic reactivity indices related to A
13 reached higher values in HC than in MDD subjects (Cohen's [Formula: see text]), implying that the stress response in depressed patients is reduced. A statistically significant ( ) negative correlation ( r=-0.5) between depression severity scores and A
13 was found.
CONCLUSION: A decreased autonomic reactivity is associated with higher degree of depression.SIGNIFICANCE: Stress response quantification by dynamic changes in PPG waveform morphology can be an aid for the diagnosis and monitoring of depression.
KW - arterial stiffness
KW - autonomic nervous system
KW - Depression monitoring
KW - PPG pulse decomposition analysis
KW - stress response
KW - Heart Rate
KW - Humans
KW - Autonomic Nervous System
KW - Depression
KW - Photoplethysmography
KW - Depressive Disorder, Major/diagnosis
UR - http://www.scopus.com/inward/record.url?scp=85103227909&partnerID=8YFLogxK
U2 - 10.1109/TBME.2020.3025908
DO - 10.1109/TBME.2020.3025908
M3 - Article
C2 - 32960759
AN - SCOPUS:85103227909
SN - 0018-9294
VL - 68
SP - 1273
EP - 1281
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 4
M1 - 4
ER -