Circadian rhythm biomarker from wearable device data is related to concurrent antidepressant treatment response
FZ Ali, RV Parsey, S Lin, J Schwartz… - NPJ Digital Medicine, 2023 - nature.com
Major depressive disorder (MDD) is associated with circadian rhythm disruption. Yet, no
circadian rhythm biomarkers have been clinically validated for assessing antidepressant …
circadian rhythm biomarkers have been clinically validated for assessing antidepressant …
Individual-specific change points in circadian rest-activity rhythm and sleep in individuals tapering their antidepressant medication: an actigraphy study
Group-level studies showed associations between depressive symptoms and circadian
rhythm elements, though whether these associations replicate at the within-person level …
rhythm elements, though whether these associations replicate at the within-person level …
The usability of daytime and night-time heart rate dynamics as digital biomarkers of depression severity
Background Alterations in heart rate (HR) may provide new information about physiological
signatures of depression severity. This 2-year study in individuals with a history of recurrent …
signatures of depression severity. This 2-year study in individuals with a history of recurrent …
Causal dynamics of sleep, circadian rhythm, and mood symptoms in patients with major depression and bipolar disorder: insights from longitudinal wearable device …
Background Sleep and circadian rhythm disruptions are common in patients with mood
disorders. The intricate relationship between these disruptions and mood has been …
disorders. The intricate relationship between these disruptions and mood has been …
Circadian markers as a predictor of response in the treatment of depression–a systematic review
SJM Druiven, JHM Hovenkamp-Hermelink… - Psychiatry …, 2024 - Elsevier
Despite many available treatment options for depression, response rates remain suboptimal.
To improve outcome, circadian markers may be suitable as markers of treatment response …
To improve outcome, circadian markers may be suitable as markers of treatment response …
A narrative review of digital biomarkers in the management of major depressive disorder and treatment-resistant forms
A Vignapiano, F Monaco, C Pagano, M Piacente… - Frontiers in …, 2023 - frontiersin.org
Introduction Depression is the leading cause of worldwide disability, until now only 3% of
patients with major depressive disorder (MDD) experiences full recovery or remission …
patients with major depressive disorder (MDD) experiences full recovery or remission …
A smartphone-and wearable-based biomarker for the estimation of unipolar depression severity
A Zhuparris, G Maleki, L van Londen, I Koopmans… - Scientific Reports, 2023 - nature.com
Drug development for mood disorders can greatly benefit from the development of robust,
reliable, and objective biomarkers. The incorporation of smartphones and wearable devices …
reliable, and objective biomarkers. The incorporation of smartphones and wearable devices …
[HTML][HTML] Digital biomarkers for depression screening with wearable devices: cross-sectional study with machine learning modeling
Background: Depression is a prevalent mental disorder that is undiagnosed and untreated
in half of all cases. Wearable activity trackers collect fine-grained sensor data characterizing …
in half of all cases. Wearable activity trackers collect fine-grained sensor data characterizing …
Circadian rhythm and sleep alterations in older people with lifetime depression: a case-control study
Background Depression is common in older people and is associated with underlying brain
change increasing the risk of dementia. Sleep disturbance is frequently reported by those …
change increasing the risk of dementia. Sleep disturbance is frequently reported by those …
Association of disrupted circadian rhythmicity with mood disorders, subjective wellbeing, and cognitive function: a cross-sectional study of 91 105 participants from the …
Background Disruption of sleep and circadian rhythmicity is a core feature of mood disorders
and might be associated with increased susceptibility to such disorders. Previous studies in …
and might be associated with increased susceptibility to such disorders. Previous studies in …