Sensor-based Characterization of Depression
Status unconfirmed
Conditions studied: Unipolar Depression
In brief
This is a longitudinal study where individual with Major Depressive Disorder (MDD) will be monitored for 12 weeks. The study aims to develop an objective, sensor-based, algorithm able to detect the presence of depression as well as predict treatment response. Measurement-based treatment is considered optimal and the development of a valid passive, objective, behavioral and biological assessment of depressive symptoms that does not rely on clinician interviews will improve monitoring and ultimately improve treatment significantly.
Key facts
- Study ID
- NCT04370002
- Run by
- Massachusetts General Hospital
- People needed
- 100
- Starts
- 2020-01-28
- Expected to finish
- 2024-11-30
- Last updated by the study team
- 2023-11-03
Who can join
Age: 18 and older, up to 75. Sex: any. Healthy volunteers: not accepted.
You may qualify if…
- Adults (ages 18-75),
- Able to read, understand, and provide written informed consent in English,
- Meet criteria for a primary psychiatric diagnosis of current major depressive disorder
- Hamilton Depression Rating Scale (HDRS) total score ≥ 18,
- Must have measurable skin conductance/electrodermal activity (as assessed at the screening visit),
- Must own a working smartphone and use it regularly,
- Must own a windows PC (or tablet) or a Mac computer (or laptop),
- Must have access to Internet service every day.
- Must have started antidepressant medications, changed medication dosage, or started therapy within 3 weeks
You may not qualify if…
- Active drug or alcohol use disorder in the past 3 months,
- History of psychotic disorder,
- History of mania or hypomania,
- Epilepsy or history of Seizure Disorder (including PNES), narcolepsy, Alzheimer Disease, Parkinson's Disease, ALS, Severe TBI, Dementia, MS, Cerebral Palsy, and Neuralgia.
- Untreated hypothyroidism,
- Unstable medical disease,
- Cognitive impairment that would impede adherence to study procedures,
- Acute suicide or homicide risk,
- Current treatment with electroconvulsive therapy, vagal nerve stimulation therapy, deep brain stimulation, transcranial magnetic stimulation therapy, or phototherapy,
- Cannot comprehend or communicate in English,
- Lack of working smartphone or lack of daily access to Internet service,
- Inability to measure skin conductance/electrodermal activity (as assessed at the screening visit), and
- Inability or unwilling to, at minimum, wear the physiological sensor (E4) wristbands, download monitoring apps, and fill out the surveys.
- Participants with more than two treatment failures (more than two adequate trials of meds on the basis of ATRQ) in the current mood episode.
Where it is running
- Depression Clinical Research Program — Boston, Massachusetts, United States (enrolling)
- Massachusetts General Hospital — Boston, Massachusetts, United States (enrolling)
Full record on ClinicalTrials.gov
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