ClinicalTrials.gg
CompletedNCT04243577Updated Aug 14, 2024Results posted

Wearable Monitoring Systems for Swallowing Function and Disorders

An Early Phase 1 interventional study of Tele-EaT Sensors and Conventional Sensors in Deglutition Disorders, sponsored by Purdue University. Completed at 1 site in United States. Open to participants aged 18 Years to 90 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2024-08-14.

Sponsored by Purdue University · Early Phase 1, Interventional, and Other

From the registry’s dates

  • Registered 11 months after the study started (first participant enrolled Sep 2018, registered Aug 2019).
Phase
Early Phase 1
Study type
Interventional
Enrollment
70
Allocation
Randomized
Ages
18 Years to 90 Years
Sex
All
01

Study summary

Wearable tele-rehabilitation technology allows for the efficient provision of rehabilitation services from a distance, facilitating tele-management of many disorders. The proposed research will develop and validate a set of mechanically compliant, easy-to-use, and inexpensive wearable tele-monitoring systems, for future use in the rehabilitation of swallowing disorders (dysphagia). The hypothesis is that the newly developed wearable sensors will have equal or better performance than traditional wired sensors used today in clinical practice. Factors related to signal quality and patient reported outcomes (e.g., satisfaction/comfort level, adverse effects etc.) will be examined.

02

Conditions studied

  • Deglutition Disorders

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03

In context

Deglutition Disorders

723 studies on the registry are indexed under Deglutition Disorders; 219 are open to participants now.

This study's enrollment of 70 is above the median of 60 across 482 interventional studies indexed under Deglutition Disorders.

Browse Deglutition Disorders studies →

Lead sponsor

Purdue University is the lead sponsor of 174 studies on the registry; 22 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years to 90 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Eligibility criteria

Inclusion Criteria:

Inclusion criteria for healthy adults:

  • Age 18-30 OR 50-90 years of age
  • No history of dysphagia
  • No history of a neurological disorder
  • A score in the normal/mild range on the Montreal Cognitive Assessment (MoCA):
  • A score of \<3 on the Eating Assessment Tool-10 (EAT-10, a self-report screening for dysphagia).

Inclusion criteria for patients with dysphagia:

  • Age 18-90 years of age
  • Diagnoses of dysphagia as a result of a neurological disorder (e.g., stroke, Parkinson's disease).
  • A score in the normal/mild range on the Montreal Cognitive Assessment (MoCA).
  • A score of ≥3 on the Eating Assessment Tool-10 (EAT-10, a self-report screening for dysphagia).

Exclusion Criteria:

  • Significant cognitive impairment (a score in the moderate-severe range on MoCA):
05

Study design

Phase
Early Phase 1
Primary purpose
Other
Allocation
Randomized
Intervention model
Crossover assignment
Masking
Single (Outcomes assessor)
Enrollment
70 participants (actual)

Study arms

  • Other
    Group A: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors

    Group A participants will complete the experimental protocol (swallow trials) with the conventional (commercially available) electrodes/sensors first. After a break of 10 minutes, they then will repeat the exact same experimental protocol (exact same swallow trials) with the experimental sensors (i.e., a wearable surface EMG sensors patch we are developing).

    Device: Tele-EaT Sensors · Device: Conventional Sensors

  • Other
    Group B: Experimental (Tele-EaT) Sensors First, Then Conventional Sensors

    Group B participants will complete the experimental protocol (swallow trials) with the experimental sensors (i.e., a wearable surface EMG sensors patch we are developing) first. After a break of 10 minutes, they then will repeat the exact same experimental protocol (exact same swallow trials) with the conventional (commercially available) electrodes/sensors.

    Device: Tele-EaT Sensors · Device: Conventional Sensors

Interventions

  • DeviceTele-EaT Sensors

    Two iterations of a wearable surface EMG (sEMG) sensors patch we developed will be tested against commercially available wired devices. The first iteration of the wearable sensor patch is an ultrathin patch with a honeycomb-inspired design that included sEMG and strain sensors in order to capture muscle activity and thyroid movement signals from the submental area during swallows and swallow maneuvers/exercises. The second iteration is a more durable slightly thicker flexible, non-stretchable, and double-sided thin sEMG patch. Participants will perform standardized swallow tasks while wearing the device.

  • DeviceConventional Sensors

    Conventional sensors will include snap-on wired electrodes as the control condition. The same set of standardized swallow tasks will be completed with the conventional and commercially available devices as well.

06

What researchers measure

Primary outcomes

  1. Normalized Task-related sEMG Amplitude (Signal Quality Parameter)

    Normalized sEMG amplitude values during standardized swallow tasks and maneuvers will be recorded and compared between the two sEMG devices. Normalized amplitude is used as a signal quality parameter and is not a health related outcome.

    Time frame: Post each experiment (i.e., 1 hour after the sensors have been placed)

  2. Signal to Noise Ratio (Signal Quality Parameter)

    Signal to Noise ratio will be calculated and compared between sensor types tested. Signal to noise ration is a signal quality parameter and not a health related outcome.

    Time frame: Post each experiment (i.e., 1 hour after the sensors have been placed)

Secondary outcomes

  1. Ease of Use/Comfort

    Ease-of-use/comfort will be examined using a survey also devised by the investigators (using a positive centered 5-point Likert scale) with questions about ease-of-use/comfort after each experiment with each device. This survey includes statements related to the participants' ease-of-use/comfort during the experimental protocol (e.g., I was comfortable while the experimenter placed the sensors on my skin). The answers will be rated on a 10-point scale (i.e., 1 = extremely uncomfortable, 10 = extremely comfortable). Higher values indicate better or higher satisfaction/comfort scores. Total scores will be compared across conditions/devices tested. For the first iteration testing, the scale used for this outcome measure included 5 survey questions rated on a 10-point scale (total possible: 50; range 0-50). For the second iteration testing, we added one more question, hence the scale included 6 survey questions (total possible: 60; range: 0-60).

    Time frame: Post each experiment (i.e., 1 hour after the sensors have been placed)

  2. Adverse Effects and Safety

    Safety will be examined by documenting the incidence of skin irritations and pain in the subjects. A visual inspection form including a binary scale (YES/NO) has been devised by the investigators (no formal name) and will be used by a rater who will thoroughly inspect the participants' submandibular skin before and after each experiment. For any irritation or change in appearance YES will be selected and the type of irritation will be descriptively recorded (e.g., red skin). Pain is also rated in the same way through a question to the participants. This form will be completed by a rater who is not part of the data collection process and who is blinded to sensors type to avoid any bias.The number of YESs will be used to calculate the incidence of these adverse effects in the sample.

    Time frame: Pre and Post each experiment (i.e., right before the placement of sensors on the subject and 1 hour after the sensors have been placed and 5 minutes after their removal)

07

Results

Posted Aug 14, 2024

Participant flow

Two iterations of the sensors were tested against commercial sensors. For iteration 1, 51 healthy older adults were screened for eligibility between September and November 2018. For iteration 2, 38 healthy older adults were screened for eligibility between October 2021 and March 2023. All was completed at a university research lab and clinic in West Lafayette, Indiana.

First Intervention (1 Hour)
Participant flow — First Intervention (1 Hour)
MilestoneGroup A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional Sensors
Started20201515
Completed20201515
Not completed0000
Washout (10 Minutes)
Participant flow — Washout (10 Minutes)
MilestoneGroup A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional Sensors
Started20201515
Completed20201515
Not completed0000
Second Intervention (1 Hour)
Participant flow — Second Intervention (1 Hour)
MilestoneGroup A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional Sensors
Started20201515
Completed20201515
Not completed0000

Outcome measures

PrimaryNormalized Task-related sEMG Amplitude (Signal Quality Parameter)

Normalized sEMG amplitude values during standardized swallow tasks and maneuvers will be recorded and compared between the two sEMG devices. Normalized amplitude is used as a signal quality parameter and is not a health related outcome.

Time frame:
Post each experiment (i.e., 1 hour after the sensors have been placed)
Reported as:
Mean · percentage of maximum amplitude
Normalized Task-related sEMG Amplitude (Signal Quality Parameter)
percentage of maximum amplitudeConventional Sensors - Iteration Testing 1Tele-EaT Sensors - Iteration Testing 1Conventional Sensors - Iteration Testing 2Tele-EaT Sensors - Iteration Testing 2
Normalized Task-related sEMG Amplitude (Signal Quality Parameter)12.5 ± 711.7 ± 7.317.3 ± 813.8 ± 6.2
Statistical analysis
  • Conventional Sensors - Iteration Testing 1 vs Tele-EaT Sensors - Iteration Testing 1 · t-test, 2 sided · p = <0.025 (Alpha level based on Bonferroni correction was set to .025 to correct for multiple comparisons.)
  • Conventional Sensors - Iteration Testing 2 vs Tele-EaT Sensors - Iteration Testing 2 · Bootstrapping CIs · p = <0.025 (Alpha level based on Bonferroni correction was set to .025 to correct for multiple comparisons.)In this 2nd iteration testing, we are accounting for variance uncertainty, and thus bootstrapping a Confidence Interval for Cohen's d.
PrimarySignal to Noise Ratio (Signal Quality Parameter)

Signal to Noise ratio will be calculated and compared between sensor types tested. Signal to noise ration is a signal quality parameter and not a health related outcome.

Time frame:
Post each experiment (i.e., 1 hour after the sensors have been placed)
Reported as:
Mean · Signal to noise ratio
Signal to Noise Ratio (Signal Quality Parameter)
Signal to noise ratioConventional Sensors - Iteration Testing 1Tele-EaT Sensors - Iteration Testing 1Conventional Sensors - Iteration Testing 2Tele-EaT Sensors - Iteration Testing 2
Signal to Noise Ratio (Signal Quality Parameter)19.5 ± 5.220.4 ± 525.1 ± 5.526.7 ± 3.9
Statistical analysis
  • Conventional Sensors - Iteration Testing 1 vs Tele-EaT Sensors - Iteration Testing 1 · t-test, 1 sided · p = <0.025 (Alpha level based on Bonferroni correction was set to .025 to correct for multiple comparisons.)
  • Conventional Sensors - Iteration Testing 2 vs Tele-EaT Sensors - Iteration Testing 2 · Bootstrapping CIs · p = <0.025 (Alpha level based on Bonferroni correction was set to .025 to correct for multiple comparisons.)In this 2nd iteration testing, we are accounting for variance uncertainty, and thus bootstrapping a one-sided confidence bound for Cohen's d.
SecondaryEase of Use/Comfort

Ease-of-use/comfort will be examined using a survey also devised by the investigators (using a positive centered 5-point Likert scale) with questions about ease-of-use/comfort after each experiment with each device. This survey includes statements related to the participants' ease-of-use/comfort during the experimental protocol (e.g., I was comfortable while the experimenter placed the sensors on my skin). The answers will be rated on a 10-point scale (i.e., 1 = extremely uncomfortable, 10 = extremely comfortable). Higher values indicate better or higher satisfaction/comfort scores. Total scores will be compared across conditions/devices tested. For the first iteration testing, the scale used for this outcome measure included 5 survey questions rated on a 10-point scale (total possible: 50; range 0-50). For the second iteration testing, we added one more question, hence the scale included 6 survey questions (total possible: 60; range: 0-60).

Time frame:
Post each experiment (i.e., 1 hour after the sensors have been placed)
Reported as:
Mean · score on a scale
Ease of Use/Comfort
score on a scaleConventional Sensors - Iteration Testing 1Tele-EaT Sensors - Iteration Testing 1Conventional Sensors - Iteration Testing 2Tele-EaT Sensors - Iteration Testing 2
Ease of Use/Comfort48.06 ± 3.648.62 ± 3.254 ± 8.357 ± 4.2
Statistical analysis
  • Conventional Sensors - Iteration Testing 1 vs Tele-EaT Sensors - Iteration Testing 1 · t-test, 1 sided · p = <0.05Paired t-test
  • Conventional Sensors - Iteration Testing 2 vs Tele-EaT Sensors - Iteration Testing 2 · t-test, 1 sided · p = <0.05Paired t-test
SecondaryAdverse Effects and Safety

Safety will be examined by documenting the incidence of skin irritations and pain in the subjects. A visual inspection form including a binary scale (YES/NO) has been devised by the investigators (no formal name) and will be used by a rater who will thoroughly inspect the participants' submandibular skin before and after each experiment. For any irritation or change in appearance YES will be selected and the type of irritation will be descriptively recorded (e.g., red skin). Pain is also rated in the same way through a question to the participants. This form will be completed by a rater who is not part of the data collection process and who is blinded to sensors type to avoid any bias.The number of YESs will be used to calculate the incidence of these adverse effects in the sample.

Time frame:
Pre and Post each experiment (i.e., right before the placement of sensors on the subject and 1 hour after the sensors have been placed and 5 minutes after their removal)
Reported as:
Count of participants · Participants
Adverse Effects and Safety
ParticipantsConventional Sensors - Iteration Testing 1Tele-EaT Sensors - Iteration Testing 1Conventional Sensors - Iteration Testing 2Tele-EaT Sensors - Iteration Testing 2
Adverse Effects and Safety81124

Adverse events

Collected over Adverse event data were collected immediately after removal of each sensors type (post each experiment) and 5 minutes later as well.. Non-serious events are listed at a 0% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
Conventional Sensors - Iteration Testing 10/40 (0%)0/40 (0%)8/40 (20%)
Tele-EaT Sensors - Iteration Testing 10/40 (0%)0/40 (0%)1/40 (2.5%)
Conventional Sensors - Iteration Testing 20/30 (0%)0/30 (0%)12/30 (40%)
Tele-EaT Sensors - Iteration Testing 20/30 (0%)0/30 (0%)4/30 (13.3%)
Most frequent other events
Most frequent other events
EventConventional Sensors - Iteration Testing 1Tele-EaT Sensors - Iteration Testing 1Conventional Sensors - Iteration Testing 2Tele-EaT Sensors - Iteration Testing 2
Skin rednessSkin and subcutaneous tissue disorders3/400/406/302/30
Skin irritationSkin and subcutaneous tissue disorders1/400/403/300/30
ItchinessSkin and subcutaneous tissue disorders2/401/402/301/30
PainSkin and subcutaneous tissue disorders2/400/401/301/30

Baseline characteristics

Age, Continuous
Age, Continuous(Years)Group A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional SensorsTotal
Mean66.5 ± 8.868.3 ± 6.763.6 ± 1065.7 ± 8.466.3 ± 8.5
Sex: Female, Male
Sex: Female, Male(Participants)Group A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional SensorsTotal
Female5117629
Male1598941
Ethnicity (NIH/OMB)
Ethnicity (NIH/OMB)(Participants)Group A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional SensorsTotal
Hispanic or Latino00000
Not Hispanic or Latino2020151368
Unknown or Not Reported00022
Race (NIH/OMB)
Race (NIH/OMB)(Participants)Group A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional SensorsTotal
American Indian or Alaska Native00000
Asian10001
Native Hawaiian or Other Pacific Islander00000
Black or African American00011
White1920151266
More than one race00000
Unknown or Not Reported00022
Region of Enrollment
Region of Enrollment(Participants)Group A1: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 1Group B1: Experimental (Tele-EaT) Sensors - Iteration 1 First, Then Conventional SensorsGroup A2: Conventional Sensors First, Then Experimental (Tele-EaT) Sensors - Iteration 2Group B2: Experimental (Tele-EaT) Sensors - Iteration 2 First, Then Conventional SensorsTotal
United States2020151570
08

Study locations

1 site
  • Purdue University I-EaT Lab
    West Lafayette, Indiana 47907, United States
09

References and documents

Study documents

  • Protocol and statistical analysis plan · Oct 18, 2023
  • Informed consent form · Oct 18, 2023

Documents are hosted by the registry — open the source record to download them.

10

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reached

Ran from Sep 2018 to primary completion in Mar 2023, 54 months.

Results were first posted in Aug 2024, 1 year 4 months after primary completion.

How these figures are worked out, and which studies are left out of them.

Registered
Aug 26, 2019
First posted
Jan 28, 2020
StartActual
Sep 11, 2018
Primary completionActual
Mar 31, 2023
CompletionActual
Jul 25, 2023
Results first posted
Aug 14, 2024
Last update
Aug 14, 2024
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Aug 14, 2024, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
11

Registry details

Key details

Study ID
NCT04243577
Lead sponsor
Purdue University
Responsible party
Georgia A. Malandraki (Associate Professor, Department of Speech, Language and Hearing Sciences, Purdue University) — Principal investigator
First posted
Jan 28, 2020
Start date
Sep 11, 2018
Primary completion
Mar 31, 2023
Completion
Jul 25, 2023
Results posted
Aug 14, 2024
Last update
Aug 14, 2024

Study contacts

Georgia A. Malandraki, PhD
principal investigator · Professor
Chi Hwan Lee, PhD
principal investigator · Associate Professor

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
Yes
View the source record on ClinicalTrials.gov ↗

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