A pilot study of closed-loop neuromodulation for treatment-resistant post-traumatic stress disorder.
Jay L GillJulia A SchneidersMatthias StanglZahra M AghajanMauricio Vallejo MarteloSonja HillerUros TopalovicCory S InmanDiane VillaromanAusaf BariAvishek AdhikariVikram R RaoMichael S FanselowMichelle G CraskeScott E KrahlJames W Y ChenMerit VickNicholas R HasulakJonathan C KaoRalph J KoekNanthia SuthanaJean-Philippe LangevinPublished in: Nature communications (2023)
The neurophysiological mechanisms in the human amygdala that underlie post-traumatic stress disorder (PTSD) remain poorly understood. In a first-of-its-kind pilot study, we recorded intracranial electroencephalographic data longitudinally (over one year) in two male individuals with amygdala electrodes implanted for the management of treatment-resistant PTSD (TR-PTSD) under clinical trial NCT04152993. To determine electrophysiological signatures related to emotionally aversive and clinically relevant states (trial primary endpoint), we characterized neural activity during unpleasant portions of three separate paradigms (negative emotional image viewing, listening to recordings of participant-specific trauma-related memories, and at-home-periods of symptom exacerbation). We found selective increases in amygdala theta (5-9 Hz) bandpower across all three negative experiences. Subsequent use of elevations in low-frequency amygdala bandpower as a trigger for closed-loop neuromodulation led to significant reductions in TR-PTSD symptoms (trial secondary endpoint) following one year of treatment as well as reductions in aversive-related amygdala theta activity. Altogether, our findings provide early evidence that elevated amygdala theta activity across a range of negative-related behavioral states may be a promising target for future closed-loop neuromodulation therapies in PTSD.
Keyphrases
- prefrontal cortex
- functional connectivity
- clinical trial
- resting state
- social support
- posttraumatic stress disorder
- working memory
- temporal lobe epilepsy
- study protocol
- phase iii
- chronic obstructive pulmonary disease
- depressive symptoms
- electronic health record
- transcranial magnetic stimulation
- phase ii
- deep learning
- mental health
- gold nanoparticles
- sleep quality
- big data