A Digital Therapeutic Platform for Swallowing and Drooling Problems in Parkinson's

July 10, 2025 updated by: Shuai (Steve) Xu, Northwestern University
The purpose of this study is the development and early-stage validation of a wearable sensor for dysphagia in patients with PD.

Study Overview

Status

Recruiting

Intervention / Treatment

Detailed Description

The project goal is the development and early stage validation of a wearable sensor for dysphagia in patients with PD. The first phase of the program involves engineering goals relating to increasing the battery life of this sensor to 48 hours between charges and reducing the overall form factor size. The second phase of the program is to conduct focus groups with PD patients to assess sensor usability, set up burden, and design feedback. The third phase of the study will assess the feasibility of the sensor to detect and cue swallowing in a small cohort of PD patients.

Study Type

Interventional

Enrollment (Estimated)

60

Phase

  • Phase 3

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact Backup

Study Locations

    • Illinois
      • Evanston, Illinois, United States, 60208
        • Recruiting
        • Northwestern University
        • Contact:
          • Kate Davidson

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

21 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

No

Study Population

Parkinson's Disease

Description

Inclusion criteria. Age ≥22. English speaking. Diagnosis of idiopathic Parkinson's disease of any Hoehn and Yahr stage (I-V), determined by a neurologist.

Mild to moderate sialorrhea defined as a score of ≥ 11* on the Radboud Oral Motor Inventory for Parkinson's Disease (ROMP)-Saliva (C) subscale Subjects must be in the "on" phase of their medication during all study assessments. The "on" phase is defined as the period when the participant's medication is at peak effectiveness, minimizing motor fluctuations and enabling optimal motor function.

Study Exclusion Criteria. History of aspiration pneumonia within the past 12 months. Unable to swallow saliva without a maneuver. Actively receiving treatment for swallowing disorders or sialorrhea. Current alcohol/drug abuse. Diagnosed with neurological disorders other than PD. End stage dementia. History of head and neck cancer or surgery. Unable to demonstrate competency with the user-friendly sensor platform technology.

Known allergy to contrast material used during MBSS. Known allergy to sensor adhesive. Indwelling tracheostomy tube. Nasogastric (NG) feeding tube. Currently pregnant.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Diagnostic
  • Allocation: Non-Randomized
  • Interventional Model: Single Group Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: Single Arm
The Aria sensor is a wearable patch that continuously monitors physiological signals and provides vibratory haptic cues to increase swallow frequency. The intervention consists of using the sensor over a 3-week period, with active haptic cueing during Week 2 only.
The Aria sensor is a wearable patch that continuously monitors physiological signals and provides vibratory haptic cues to increase swallow frequency. The intervention consists of using the sensor over a 3-week period, with active haptic cueing during Week 2 only.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Percent agreement with Gold Standard
Time Frame: 1 year
Percent agreement between experimental sensor Gold standard (GS) respiratory inductance plethysmography (RIP) with Inductotrace System®, Ambulatory Monitoring)
1 year
Change in mean swallow frequency during haptic cueing week
Time Frame: Week 1 to Week 2
This outcome measures the change in the average number of swallows per hour during the intervention week (Week 2, with haptic cueing) compared to baseline (Week 1, no cueing). Swallows will be manually labeled from sensor audio recordings by at least three independent annotators.
Week 1 to Week 2

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Change in algorithm-detected swallow frequency during haptic cueing week
Time Frame: Week 1 to Week 2
This outcome measures the change in the mean swallow frequency as automatically detected by the Aria sensor's AI algorithm, comparing Week 2 (intervention) to Week 1 (baseline). Performance will be benchmarked against manually annotated swallows.
Week 1 to Week 2
Change in Sialorrhea Clinical Scale for Parkinson's Disease (SCS-PD) score
Time Frame: Baseline to Week 3
Assesses the effect of the intervention on drooling symptoms using the Sialorrhea Clinical Scale for PD. Participants complete this validated questionnaire at baseline, during, and after the intervention.
Baseline to Week 3
Change in ROMP-Swallowing Subscale score
Time Frame: Baseline to Week 3
Assesses changes in self-reported swallowing function using the Swallowing Subscale of the Radboud Oral Motor Inventory for Parkinson's Disease (ROMP). The ROMP is a validated, PD-specific measure.
Baseline to Week 3
Change in participant adherence to haptic cueing
Time Frame: Week 2
Evaluates adherence to the intervention by quantifying the percentage of haptic cues that are followed by a swallow within 5 seconds during Week 2. Cue-swallow pairings are based on algorithmic and manual labeling.
Week 2

Other Outcome Measures

Outcome Measure
Measure Description
Time Frame
Change in Modified Barium Swallow Impairment Profile (MBSImP)
Time Frame: Baseline to Week 3
Subsample of participants will undergo video fluoroscopy to evaluate swallowing function. The MBSImP scores will assess changes in swallow physiology pre- and post-intervention.
Baseline to Week 3
Change in Penetration-Aspiration Scale Score
Time Frame: Baseline to Week 3
Assesses airway protection during swallowing via penetration-aspiration scale scores from videofluoroscopic studies in a subsample of participants.
Baseline to Week 3

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

April 1, 2025

Primary Completion (Estimated)

May 31, 2026

Study Completion (Estimated)

May 31, 2026

Study Registration Dates

First Submitted

December 6, 2020

First Submitted That Met QC Criteria

December 6, 2020

First Posted (Actual)

December 11, 2020

Study Record Updates

Last Update Posted (Actual)

July 15, 2025

Last Update Submitted That Met QC Criteria

July 10, 2025

Last Verified

July 1, 2025

More Information

Terms related to this study

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

product manufactured in and exported from the U.S.

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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