Smart Monitoring Assessing Spasticity-related Health
SMASH
1 other identifier
observational
46
1 country
1
Brief Summary
This observational study seeks to investigate the underlying of spasticity in patients with multiple sclerosis (MS) by employing multimodal monitoring techniques. By integrating digital biomarkers alongside clinical monitoring, the investigators aim to evaluate whether digital measurements are suitable for monitoring spasticity-related everyday limitations and to compare them with established clinical scores, blood analyses and questionnaires including sores on quality of life, sleep quality or activities of daily living.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for all trials
Started Oct 2023
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
October 19, 2023
CompletedFirst Submitted
Initial submission to the registry
March 4, 2025
CompletedFirst Posted
Study publicly available on registry
April 22, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 1, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
September 1, 2025
CompletedApril 22, 2025
March 1, 2025
1.7 years
March 4, 2025
April 17, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (25)
Wearing time of smartwatch (daily)
180 days
Longitudinal development of activity parameter: step count
180 days
Longitudinal development of activity parameter: approximate distance traveled (meter)
180 days
Longitudinal development of activity parameter: duration of soft activity (seconds) defined by Withings Description: Examples for soft activity: Sleeping, Sitting quietly, Walking slowly, Typing on a computer keyboard while seated, Watching television
180 days
Longitudinal development of activity parameter: duration of moderate activity (seconds) defined by Withings Description: Examples for moderate activity: Walking fast, Cleaning (vacuuming, washing windows, etc.), Playing doubles tennis or badminton
180 days
Longitudinal development of activity parameter: duration of intense activity (seconds) defined by Withings Description: Examples for intense activity: Hiking, Running, Carrying heavy loads, Riding a bike, Playing football, baseball, or tennis (singles)
180 days
Longitudinal development of activity parameter: sum of all active time (seconds)
180 days
Longitudinal development of activity parameter: approximate calories burned Time
180 days
Longitudinal development of sleep parameter: time awake (seconds)
180 days
Longitudinal development of sleep parameter: number of times user woke up
180 days
Longitudinal development of sleep parameter: time to sleep (seconds)
180 days
Longitudinal development of sleep parameter: total time in bed (seconds)
180 days
Longitudinal development of sleep parameter: total time asleep (seconds)
180 days
Longitudinal development of sleep parameter: ratio of sleep/time in bed
180 days
Longitudinal development of sleep parameter: time spent in bed before falling asleep (seconds)
180 days
Longitudinal development of sleep parameter: time awake after first falling asleep (seconds)
180 days
Longitudinal development of sleep parameter: Withings Sleep score Description: Defined by Withings as follows: It measures every night's sleep and provides a score out of 100 points
180 days
Longitudinal development of cardiovascular parameter: average heartrate
180 days
Longitudinal development of cardiovascular parameter: maximal heartrate
180 days
Longitudinal development of cardiovascular parameter: minimum heartrate
180 days
Longitudinal development of cardiovascular parameter: time in light heartrate zone (seconds) Description: Light heartrate zone is defined by Withings as follows: from 0% inclusive to 50% exclusive of maximum heart rate.
180 days
Longitudinal development of cardiovascular parameter: time in moderate heartrate zone (seconds) Description: Moderate heartrate zone is defined by Withings as follows: from 50% included to 70% excluded of maximal heart rate.
180 days
Longitudinal development of cardiovascular parameter: time in intense heartrate zone (seconds) Description: Intense heartrate zone is defined by Withings as follows: from 70% included to 90% excluded of maximal heart rate.
180 days
Longitudinal development of cardiovascular parameter: time in maximal heartrate zone (seconds) Description: Maximal heartrate zone is defined by Withings as follows: from 90% included to 100% included of maximal heart rate
180 days
The Modified Ashworth Scale (MAS)
The Modified Ashworth Scale (MAS) is a clinical tool for assessing muscle spasticity in patients, particularly those with neurological conditions such as multiple sclerosis (MS). It assesses the resistance of a muscle to passive stretching and thus measures the degree of spasticity. The MAS helps to assess the severity of spasticity and monitor the effectiveness of treatment and disease progression. The scale ranges from 0 (no increased muscle tone) to 5 (limbs rigid in flexion and extension).
Screening + Baseline (V1), 3 months (V2), 6 months (V3)
Secondary Outcomes (11)
WHOQoL-BREF (World Health Organization Quality of Life Questionnaire Brief Version)
Screening + Baseline (V1), 3 months (V2), 6 months (V3)
The Expanded Disability Status Scale (EDSS)
Screening + Baseline (V1), 3 months (V2), 6 months (V3)
Smartwatch Questionnaire
6 months (V3)
End of Dose Questionnaire (EOD)
Screening + Baseline (V1), 3 months (V2), 6 months (V3)
McCorkle and Young Symptom Distress Scale
Screening + Baseline (V1), 3 months (V2), 6 months (V3)
- +6 more secondary outcomes
Study Arms (1)
MS patients
Patients with Multiple Sclerosis
Interventions
All-day monitoring of patients via smartwatch
Eligibility Criteria
Patients with MS and 18 years or older
You may qualify if:
- Patients must meet all the following criteria to be eligible to participate in the study:
- ≥ 18 years of age
- Diagnosis of multiple sclerosis according to the McDonald criteria of 2017
- Presence of spasticity that requires medical treatment from a medical point of view
- own and use a smartphone with Android 8.1 (or higher version) or iOS 12.3 (or higher version)
- Able to operate a smartphone
You may not qualify if:
- Missing informed consent
- Lack of declaration of consent
- Unwillingness or inability to use the smartphone app
- Any comorbidity that leads to impaired understanding or successful completion of the study, such as (but not limited to) psychiatric comorbidities or dementia. The decision will be made at the discretion of the investigators.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Medical Faculty, Heinrich-Heine-University
Düsseldorf, North Rhine-Westphalia, 40225, Germany
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
- Study coordinator / PI
Study Record Dates
First Submitted
March 4, 2025
First Posted
April 22, 2025
Study Start
October 19, 2023
Primary Completion
July 1, 2025
Study Completion
September 1, 2025
Last Updated
April 22, 2025
Record last verified: 2025-03
Data Sharing
- IPD Sharing
- Will not share