Decoding Death and Dying in People With Dementia by Digital Thanotyping
5-D
1 other identifier
observational
480
1 country
1
Brief Summary
How can healthcare professionals recognize that a person with dementia is at the end of life? When people are dying, their physical, mental, and social abilities are gradually declining. No reliable method of predicting perceived dying currently exists although the technology is available (sensors, algorithms). The aim of Decoding Death and Dying in Dementia by Digital thanotyping (5-D) is to provide methods and tools to diagnose and describe dying to an unprecedented level of accuracy and robustness, within a timespan larger than is possible now, focusing on the case of dying people with dementia as one of the most vulnerable and difficult to study groups. 5-D combines clinical assessment tools with wearable sensing technology to monitor a) pain and distressing symptoms, b) behavioral and psychological symptoms in dementia (BPSD), c) oral changes, and to decode "the point of no return" as the beginning of perceived dying. To obtain this outcome in nursing home patients with dementia, the investigator will test the main hypothesis: from monitoring the evolution of thanotype components over time and their interdependencies, the prediction of the "point of no return" is possible. The objectives of 5-D are: O1. Collect data using sensors and validated assessment scales. O2. Develop estimation methods for BPSD from sensor measurements. O3. Develop digital tools to capture the expression of pain. O4. Determine the relationship between breathing and oral symptoms. O5. Develop models for symptom interdependencies at the end of life and the "point of no return". O6. Perform human-in-the-loop validation of developed tools, models, and algorithms. The ground-breaking interdisciplinary novelty of 5-D endeavors to enhance the understanding of end-of-life underlying pain and symptoms in people with dementia. Advancing our theoretical knowledge to uncover how, when, and why perceived dying can be identified opens the doors for transferable research across several scientific fields
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jan 2024
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
January 1, 2024
CompletedFirst Submitted
Initial submission to the registry
May 7, 2024
CompletedFirst Posted
Study publicly available on registry
May 31, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2028
ExpectedStudy Completion
Last participant's last visit for all outcomes
December 31, 2028
May 31, 2024
May 1, 2024
5 years
May 7, 2024
May 25, 2024
Conditions
Keywords
Outcome Measures
Primary Outcomes (2)
Edmonton Symptom Assessment System (ESAS++)
Symptom assessment for palliative care period and the end of life period, with added items: death rattle, dyspnea, sleep disturbances, emesis specific to end of life. Likert scale 0-10; 0 indicating no symptoms and 10 is worst symptom.
Baseline and every 6.months (up to three years); When the patient is suggested to be at the end of life and is dying; ESAS will be assessed once the day.
Digital biomarker estimations
Digital biomarker estimations for behavioural and psychological disturbances (BPSD) e.g., apathy, agitation, pain, and sleep disturbances. Moreover, different types of breathing patterns (e.g., dyspnea, death rattle, lunge edema) Estimation of activity changes and selected BPSD resulting from the combined digital phenotype modeling; these estimations are experimental and "scores" will be based on analysis of found data after data collection period.
Baseline and every 6.months (up to three years), continuous up to 12 weeks if a serious health event occurs]
Secondary Outcomes (5)
Activities of Daily Living (ADL) - Physical Self Maintenance Scale (PSMS), Lawton and Brody, 1969.
Baseline and every 6.months (up to three years)
Neuropsychiatric Inventory - Nursing Home Version (NPI-NH)
Baseline and every 6.months (up to three years)
Mobilization - Observation - Behavioral - Intensity - Dementia Pain Scale (MOBID-2)
Baseline and every 6.months (up to three years)
InterRai-Palliative Care (InterRai-PC)
Baseline and every 6.months (up to three years)
Oral inspection
Baseline and every 4.months (up to three years)
Other Outcomes (5)
General Medical Health Rating Scale (GMHR)
Baseline
Chart review
Baseline
Clinical Dementia Rating (CDR)
Baseline
- +2 more other outcomes
Study Arms (1)
Participants
Persons with dementia
Interventions
The study is observational and will not include any specific interventions other than the regular care practice that the participants receive from their care providers. The study will use a wrist-mounted smartwatch for monitoring (Garmin VivoActive5). Previous studies show acceptability toward wearable devices among persons with dementia. Moreover, the investigator will use Somnofy, VitalThings, a radar installation mounted behind the patients bed. At the very end of life, the investigator will also apply Shimmer3 Ebio sensor measuring the patients breathing activities. Before starting the data collection, care staff will recognize any discomfort or distress potentially caused by the devices, in which case the relevant device will be immediately removed.
Eligibility Criteria
nursing home patients with dementia
You may qualify if:
- Nursing home resident
- \>64 years old
- People with dementia or who have a likely diagnosis of dementia
You may not qualify if:
- People without dementia or cognitive impairment
- People that are considered already in a health status emergency (\< 6 weeks to live)
- People that are not living in the nursing home
- People without informed/presumed consent
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- University of Bergenlead
- Leiden Universitycollaborator
- Harvard Universitycollaborator
- Yale Universitycollaborator
- Tohoku Universitycollaborator
- Bergen kommunecollaborator
Study Sites (1)
Bergen Røde Kors Sykehjem AS
Bergen, Vestland, 5043, Norway
Biospecimen
Saliva and plaque collection from the mouth
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Prof, MD, PhD
Study Record Dates
First Submitted
May 7, 2024
First Posted
May 31, 2024
Study Start
January 1, 2024
Primary Completion (Estimated)
December 31, 2028
Study Completion (Estimated)
December 31, 2028
Last Updated
May 31, 2024
Record last verified: 2024-05