Intra-Sessional Autonomic Arc Detection in Ketamine-Assisted Therapy for PTSD: A Signal Characterisation Pilot Study (OMS-KAT)
Intra-Sessional Autonomic Arc Detection Using Continuous HRV and EDA Monitoring in Adults Undergoing Ketamine-Assisted Therapy for PTSD: A Prospective Observational Signal Characterisation Pilot Study
This study examines whether a continuous wearable biosensor and a proprietary signal detection algorithm (JungleCODE, Open Medicine Studio) can detect and characterise the autonomic nervous system arc - a trajectory from a state of high physiological arousal (aporia) to a state of regulated calm (ataraxia) - during ketamine-assisted therapy (KAT) sessions in adults with post-traumatic stress disorder (PTSD).
Participants independently arrange their own ketamine-assisted therapy sessions with a licensed British Columbia provider. The researcher does not administer ketamine or any other substance. The researcher's role is continuous physiological monitoring via a wrist-worn biosensor (EmbracePlus, Empatica) and a structured post-session interview only.
The primary purpose is to determine whether the JungleCODE arc-position detection algorithm can identify a consistent, characterisable autonomic trajectory within KAT sessions, and to assess the feasibility of this monitoring protocol. This is a pilot signal characterisation study (N=2-6); no therapeutic outcomes are assessed and no clinical claims are made.
Descripción general del estudio
Estado
Estado
Condiciones
Condiciones
Intervención / Tratamiento
Intervención / Tratamiento
Descripción detallada
Post-traumatic stress disorder (PTSD) affects an estimated 9.2% of Canadians over a lifetime, with particularly high prevalence among first responders, veterans, and survivors of interpersonal violence. Conventional first-line treatments leave a significant proportion of patients with residual symptoms, and access to evidence-based care remains limited in rural and remote settings. Ketamine-assisted therapy (KAT) has demonstrated rapid anxiolytic and antidepressant effects in multiple randomised controlled trials and represents a promising approach for treatment-refractory PTSD. However, the mechanisms through which KAT produces therapeutic change, and the conditions that determine whether a given session produces durable benefit, are incompletely understood.
The REBUS (Relaxed Beliefs Under Psychedelics) account provides the theoretical foundation for this study. Under this framework, ketamine temporarily reduces the precision-weighting of high-confidence predictive priors - including deeply entrenched trauma-related threat appraisals - creating a window of increased neuroplasticity during which the generative model is most available for revision. This window is hypothesised to correspond to a specific autonomic configuration: a shift from peak sympathetic activation toward increasing ventral vagal dominance, characterised by falling electrodermal activity, rising HRV coherence, and emerging parasympathetic predominance. This configuration is referred to as the Transition Window. The Transition Window is theoretically critical because articulation of psychological content delivered during this state is predicted to produce genuine prior-precision reduction, whereas identical articulation delivered outside this window is predicted to produce verbal acknowledgement without the underlying autonomic reorganisation that constitutes genuine release.
The foundational challenge for testing this prediction empirically is that no validated method has existed for detecting the Transition Window in real time. This study addresses that gap by applying the JungleCODE arc-position detection algorithm to continuous intra-sessional physiological data from KAT participants.
JungleCODE (Open Medicine Studio; patent pending, PCT filed) is a proprietary signal processing algorithm that analyses continuous heart rate variability (HRV) time-series data - and, where available, electrodermal activity (EDA) - to estimate arc position on a clinically defined aporia-to-ataraxia spectrum. Aporia refers to the state of peak arousal, maximal predictive prior precision, and high sympathetic drive. Ataraxia refers to the state of regulatory restoration, reduced prior precision, and ventral vagal dominance. Unlike single-biomarker threshold approaches, JungleCODE is a trajectory detection algorithm: it identifies where in a continuous arc the person is located based on the directional pattern of change over time, not the absolute value at any given moment. The algorithm outputs arc-position scores at 30-second intervals along with transition event flags, trajectory classification, and autonomic phase designation.
This study is observational and non-interventional. Participants independently arrange their own ketamine-assisted therapy sessions with a licensed British Columbia physician or nurse practitioner. The researcher does not administer ketamine or any other substance and has no clinical role during the session. All clinical decisions and safety oversight during the KAT session remain entirely with the licensed treating provider. The researcher's role is continuous physiological monitoring via an EmbracePlus wrist-worn wearable biosensor and a structured post-session interview.
The EmbracePlus (Empatica Inc.) is a medical-grade research biosensor that records the interbeat interval stream at 64 Hz, EDA phasic and tonic components, skin temperature, and accelerometry. Data is streamed via Bluetooth to a secured local device and transferred to the Open Medicine Studio sovereign data layer - a self-managed, physician-controlled PostgreSQL database hosted in AWS ca-central-1, encrypted at rest using physician-held customer-managed keys - within 24 hours of each monitoring session.
The study proceeds across three phases for each participant. The preparation phase, conducted three to seven days before the KAT session, establishes the participant's individual arc baseline through continuous wearable monitoring during normal daily activity and sleep. A structured pre-session interview, audio-recorded with participant consent, is conducted within 48 hours of the session. The intra-sessional phase involves continuous EmbracePlus monitoring throughout the KAT session, from preparation through dosing to immediate integration onset. The researcher is not present at the session site unless explicitly invited by the treating provider; where present, the researcher acts solely as an observer and has no clinical role. Precise session timestamps are recorded to enable temporal mapping of arc-position events onto session phases. The integration phase involves three to five day wearable monitoring windows at one, two, and four weeks post-session, with brief structured check-in interviews and administration of the PCL-5 at two and four weeks.
The primary outcome is characterisation of the intra-sessional autonomic arc trajectory - including arc depth, inflection timing, transition event identification, and trajectory classification - as detected by the JungleCODE algorithm applied to the continuous EmbracePlus data stream. Secondary outcomes include the temporal correspondence between arc-position transition events and KAT session phase timestamps, the integration-phase arc trajectory compared to individual pre-session baseline, and the correspondence between arc-position transition event timing and participant-reported subjective experience assessed via the Post-Session Subjective Integration Scale. PTSD symptom severity as measured by PCL-5 is collected as an exploratory measure; this pilot study is not powered to assess symptom outcomes.
This is a pilot signal characterisation study with a target enrolment of two to six participants. No hypothesis tests are pre-specified. Analysis is descriptive, focused on arc trajectory visualisation, transition event identification, and feasibility metrics including device wear compliance, data quality, and participant retention. The findings will be used to calibrate the JungleCODE algorithm for the KAT context, characterise inter-individual variability in arc trajectory parameters, and identify candidate arc-event signatures for subsequent hypothesis testing in larger controlled trials.
All data is governed by the Open Medicine Studio Sovereign Data Management Blueprint (JC-DMB-001 v1.0) and is held in compliance with the BC Personal Information Protection Act (PIPA) and the federal Personal Information Protection and Electronic Documents Act (PIPEDA). Participants are assigned pseudonymous codes at enrolment; the linkage list is held by the PI on an encrypted offline device separate from all study data. No identifiable data is stored in or transmitted to any third-party system.
Ethics oversight is provided by the Canadian SHIELD Ethics Review Board (CSERB; OHRP Registration IORG0003491; FDA Registration IRB00004157). The study is registered on ClinicalTrials.gov prior to enrolment of the first participant, consistent with ICMJE requirements.
Tipo de estudio
Tipo de estudio
Inscripción (Estimado)
Inscripción
Contactos y Ubicaciones
Ubicaciones de estudio
-
-
British Columbia
-
Ganges, British Columbia, Canadá, V8K 1R1
- Open Medicine Studio
-
Contacto:
- Adriaan D van der Wart, MBChB
- Número de teléfono: 7789513194
- Correo electrónico: doctor@medicinestudio.com
-
Contacto:
- Natalie Moore
- Número de teléfono: +1 4165756565
- Correo electrónico: natalie@openmedicinestudio.com
-
-
Criterios de participación
Criterio de elegibilidad
Criterio de elegibilidad
Edades elegibles para estudiar
- Adulto
- Adulto Mayor
Acepta Voluntarios Saludables
Método de muestreo
Población de estudio
Descripción
Inclusion Criteria:
- Adults aged 19 to 65 years
- Currently enrolled in or referred for equine-assisted therapy at the study facility
- No prior relationship with the therapy horse assigned to their study sessions
- Able to wear a chest-strap heart rate monitor comfortably for 35 minutes
- Able to provide written informed consent in English
- Willing to have sessions video recorded for research purposes
Exclusion Criteria:
- Diagnosed cardiac arrhythmia of any type
- Implanted cardiac device including pacemaker or implantable cardioverter-defibrillator
- Current use of beta-blockers, calcium channel blockers, digoxin, or any other medication known to suppress or significantly alter heart rate variability
- Active psychosis or acute psychiatric crisis at time of enrolment
- Inability to provide written informed consent
- Pregnancy
- Prior participation in this study under a different horse pairing
Plan de estudios
¿Cómo está diseñado el estudio?
Detalles de diseño
Número de grupos/cohortes
Cohortes e Intervenciones
Grupo / CohorteGrupo / Cohorte |
Intervención / TratamientoIntervención / Tratamiento |
|---|---|
|
Adults with PTSD Undergoing Ketamine-Assisted Therapy
Adults aged 19 years or older with a confirmed PTSD diagnosis (CAPS-5 score 23 or higher) who have independently arranged a ketamine-assisted therapy session with a licensed British Columbia physician or nurse practitioner.
Participants wear a continuous wrist-worn biosensor (EmbracePlus) across preparation, intra-sessional, and integration monitoring phases.
No intervention is administered by the researcher.
|
Participants wear the EmbracePlus wrist-worn biosensor (Empatica Inc.) continuously throughout all study phases: a 3-7 day pre-session baseline period, the full duration of the KAT session, and 3-5 day monitoring windows at 1, 2, and 4 weeks post-session.
The device records the interbeat interval stream, electrodermal activity (phasic and tonic components), skin temperature, and accelerometry.
Both the HRV and EDA channels are required for valid arc-detection output.
Data is streamed via Bluetooth to a secured local device and transferred to the study data layer within 24 hours of each monitoring session.
Sessions with confirmed EDA channel loss exceeding 15% of the intra-sessional recording window are flagged and excluded from primary analysis.
Participants independently arrange their own ketamine-assisted therapy sessions with a licensed physician or nurse practitioner in British Columbia or Alberta prior to enrolment.
Ketamine is administered solely by the licensed treating provider under existing clinical frameworks.
The researcher does not administer, possess, or dispense ketamine in connection with this study and has no clinical role during the session.
All clinical decisions and participant safety oversight remain entirely with the treating provider.
This exposure is observed, not researcher-administered.
A structured pre-session interview (30-45 minutes) is conducted within 48 hours before the KAT session, audio-recorded with participant consent, focusing on self-narrative and subjective state rather than trauma content.
A structured post-session interview (30-45 minutes) is conducted within 4 hours of session end, mapping subjective experience to the session timeline and administering the Post-Session Subjective Integration Scale.
Trauma-informed communication is used throughout.
Interviews are conducted by the PI or Co-Investigator only; the right to pause or end the interview at any time is explicitly communicated to participants.
|
¿Qué mide el estudio?
Medidas de resultado primarias
Medidas de resultado primarias
Medida de resultado |
Medida Descripción |
Periodo de tiempo |
|---|---|---|
|
Intra-Sessional Autonomic Arc Trajectory Characterisation
Periodo de tiempo: During KAT session (up to 6 hours)
|
Characterisation of the arc-position score trajectory generated by the JungleCODE algorithm applied to continuous HRV interbeat interval stream and electrodermal activity data from the EmbracePlus wearable.
Arc position is expressed as the JungleCODE Arc-Position Score (range 0-100), where lower scores indicate greater sympathetic activation and maximal prior precision (aporia) and higher scores indicate greater parasympathetic dominance and regulatory restoration (ataraxia); higher scores represent a better autonomic outcome.
Parameters include arc depth, inflection timing, transition event identification, and trajectory classification (progressive, regressive, plateau, or oscillating).
The primary question is whether a coherent, characterisable autonomic arc can be detected within a ketamine-assisted therapy session.
|
During KAT session (up to 6 hours)
|
Medidas de resultado secundarias
Medidas de resultado secundarias
Medida de resultado |
Medida Descripción |
Periodo de tiempo |
|---|---|---|
|
Between-dyad variability in pulse event frequency
Periodo de tiempo: Through study completion, up to 12 months
|
Intraclass correlation coefficient (ICC, two-way mixed model, absolute agreement) to quantify how much of the variance in the frequency of confirmed simultaneous HRV coherence spikes at rater-marked windows is attributable to the specific horse-human pairing versus session-level or individual-level factors.
This outcome addresses whether certain horse-human pairs are systematically more likely to produce detectable pulse events - a finding that would have implications for both therapeutic practice and the design of subsequent studies.
|
Through study completion, up to 12 months
|
|
Temporal Correspondence of Arc-Position Events to KAT Session Phases
Periodo de tiempo: During KAT session (approximately 2 to 6 hours)
|
Mapping of arc-position transition events onto recorded session phase timestamps (preparation, dosing onset, peak, integration onset) to characterise the temporal relationship between autonomic arc trajectory and the structured phases of the ketamine-assisted therapy session.
|
During KAT session (approximately 2 to 6 hours)
|
|
PCL-5 Score Change from Baseline
Periodo de tiempo: Baseline, 2 weeks post-session, and 4 weeks post-session
|
PTSD symptom severity as measured by the PTSD Checklist for DSM-5 (PCL-5 the Post-traumatic stress disorder of DSM-5 Checklist; range 0-80), where higher scores indicate greater PTSD symptom severity (worse outcome).
Collected as an exploratory measure only.
This pilot study is not powered to detect symptom-level change and no inferential analysis is pre-specified for this outcome.
|
Baseline, 2 weeks post-session, and 4 weeks post-session
|
Colaboradores e Investigadores
Patrocinador
Patrocinador
Publicaciones y enlaces útiles
Publicaciones Generales
- Blevins CA, Weathers FW, Davis MT, Witte TK, Domino JL. The Posttraumatic Stress Disorder Checklist for DSM-5 (PCL-5): Development and Initial Psychometric Evaluation. J Trauma Stress. 2015 Dec;28(6):489-98. doi: 10.1002/jts.22059. Epub 2015 Nov 25.
- Murrough JW, Iosifescu DV, Chang LC, Al Jurdi RK, Green CE, Perez AM, Iqbal S, Pillemer S, Foulkes A, Shah A, Charney DS, Mathew SJ. Antidepressant efficacy of ketamine in treatment-resistant major depression: a two-site randomized controlled trial. Am J Psychiatry. 2013 Oct;170(10):1134-42. doi: 10.1176/appi.ajp.2013.13030392.
- Feder A, Costi S, Rutter SB, Collins AB, Govindarajulu U, Jha MK, Horn SR, Kautz M, Corniquel M, Collins KA, Bevilacqua L, Glasgow AM, Brallier J, Pietrzak RH, Murrough JW, Charney DS. A Randomized Controlled Trial of Repeated Ketamine Administration for Chronic Posttraumatic Stress Disorder. Am J Psychiatry. 2021 Feb 1;178(2):193-202. doi: 10.1176/appi.ajp.2020.20050596. Epub 2021 Jan 5.
- Carhart-Harris RL, Friston KJ. REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics. Pharmacol Rev. 2019 Jul;71(3):316-344. doi: 10.1124/pr.118.017160.
- Bonnelle V, Feilding A, Rosas FE, Nutt DJ, Carhart-Harris RL, Timmermann C. Autonomic nervous system activity correlates with peak experiences induced by DMT and predicts increases in well-being. J Psychopharmacol. 2024 Oct;38(10):887-896. doi: 10.1177/02698811241276788. Epub 2024 Sep 20.
Enlaces Útiles
Fechas de registro del estudio
Fechas importantes del estudio
Inicio del estudio (Estimado)
Inicio del estudio
Finalización primaria (Estimado)
Finalización primaria
Finalización del estudio (Estimado)
Finalización del estudio
Fechas de registro del estudio
Enviado por primera vez
Enviado por primera vez
Primero enviado que cumplió con los criterios de control de calidad
Primero enviado que cumplió con los criterios de control de calidad
Publicado por primera vez (Actual)
Publicado por primera vez
Actualizaciones de registros de estudio
Última actualización publicada (Actual)
Última actualización publicada
Última actualización enviada que cumplió con los criterios de control de calidad
Última actualización enviada que cumplió con los criterios de control de calidad
Última verificación
Última verificación
Más información
Términos relacionados con este estudio
Palabras clave
Términos MeSH relevantes adicionales
Otros números de identificación del estudio
Otros números de identificación del estudio
- OMS-KAT-001 v1.0
Plan de datos de participantes individuales (IPD)
¿Planea compartir datos de participantes individuales (IPD)?
Descripción del plan IPD
Datos del estudio/Documentos
Información sobre medicamentos y dispositivos, documentos del estudio
Estudia un producto farmacéutico regulado por la FDA de EE. UU.
Estudia un producto de dispositivo regulado por la FDA de EE. UU.
Esta información se obtuvo directamente del sitio web clinicaltrials.gov sin cambios. Si tiene alguna solicitud para cambiar, eliminar o actualizar los detalles de su estudio, comuníquese con register@clinicaltrials.gov. Tan pronto como se implemente un cambio en clinicaltrials.gov, también se actualizará automáticamente en nuestro sitio web. .