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A Pilot Study of AI-Controlled Transcutaneous Peripheral Nerve Stimulation for Essential Tremor Cover

A Pilot Study of AI-Controlled Transcutaneous Peripheral Nerve Stimulation for Essential Tremor

Open Access
|Mar 2025

Figures & Tables

tohm-15-1-991-g1.png
Figure 1

The components of the TPNS system. The TPNS system consists of a stimulator that contains all of the stimulator circuitry, sensors, Bluetooth communication, and battery. Three buttons on the side control power (on/off) and stimulation amplitude. The stimulator connects magnetically to a connector band, which itself fits inside a strap that is used to attach the device around the wrist. A disposable (single-use) electrode band is first wrapped around the wrist, followed by the stimulator/band/strap assembly. The connector band provides electrical connections between the stimulator and electrode band. Several different sizes of electrode and connector bands are available. The stimulator is controlled by a smartphone app via Bluetooth; it sends real-time inertial measurement unit data to the app and receives stimulation settings. When not in use, the stimulator can be charged with the wireless charger.

Table 1

Participant demographics and clinical characteristics.

CHARACTERISTICALL ENROLLED PARTICIPANTS (n = 25)PARTICIPANTS WITH EVALUABLE DATA (n = 17)
Age (years)71.0 ± 7.7 [53.0–87.0]70.4 ± 8.1 [53.0–87.0]
Female52 (13)47 (8)
Race
    White92 (23)88 (15)
    Black or African American8 (2)12 (2)
Ethnicity
    Hispanic or Latino4 (1)6 (1)
    Non-Hispanic or Latino96 (24)94 (16)
BMI (kg/m2)26.1 ± 4.2 [18.4 –37.7]26.4 ± 3.5 [20.7–31.5)
Family history of ET80 (20)77 (13)
ET onset age (years)44.3 ± 19.2 [10.0–78.0]44.3 ± 19.2 (19.0–78.0)
Prior ET treatment72 (18)65 (11)
On ET medication88 (22)94 (16)
Response to Alcohol
    Yes56 (14)53 (9)
    No12 (3)12 (2)
    Unsure32 (8)35 (6)
Response to Caffeine
    Yes40 (10)41 (7)
    No20 (5)18 (3)
    Unsure40 (10)41 (7)
Tremor Severity
    Mild32 (8)29 (5)
    Moderate60 (15)65 (11)
    Severe8 (2)6 (1)
Stimulation
    Dominant Hand72 (18)88 (15)
    Nondominant Hand20 (5)6 (1)
    Both Hands8 (2)6 (1)

[i] Qualitative data are presented as percentage (number of patients); quantitative data are presented as mean ± standard deviation [range].

tohm-15-1-991-g2.png
Figure 2

Flow diagram of patient progress through the study.

Table 2

Improvement on TETRAS subscales and individual items from baseline to day 7.

TETRAS SUBSCALE AND ITEMBASELINEFOLLOW-UPCHANGEp VALUE
TETRAS PS Score Dominant Hand (n = 17) a14.1 ± 2.211.4 ± 3.3–2.7 ± 2.3<0.001
TETRAS PS Score Nondominant Hand (n = 16) b9.2 ± 2.87.8 ± 2.7–1.5 ± 1.80.006
TETRAS ADL Score (n = 15) c29.9 ± 4.220.7 ± 8.7–9.3 ± 7.5<0.001
TETRAS mADL Score (n = 15) d34.8 ± 4.824.8 ± 9.5–10.0 ±7.4<0.001
PS Ratings
    Dominant Hand
        Forward Outstretched Posture2.1 ± 0.51.7 ± 0.5–0.4 ± 0.60.0112
        Lateral “Wing Beating” Posture2.4 ± 0.61.9 ± 0.7–0.5 ± 0.60.0030
        Finger-Nose-Finger2.0 ± 0.41.6 ± 0.6–0.4 ± 0.50.0180
        Archimedes Spiral Drawing2.6 ± 0.52.3 ± 0.8–0.4 ± 0.70.0479
        Handwriting2.6 ± 0.92.0 ± 1.0–0.6 ± 0.60.0022
        Dot Approximation2.4 ± 0.51.9 ± 0.5–0.5 ± 0.4<0.001
    Non-Dominant Hand
        Forward Outstretched Posture1.4 ± 0.71.1 ± 0.7–0.3 ± 0.70.1262
        Lateral “Wing Beating” Posture1.6 ± 0.81.3 ± 0.7–0.2 ± 0.60.1347
        Finger-Nose-Finger1.8 ± 0.71.4 ± 0.7–0.4 ± 0.80.0754
        Archimedes Spiral Drawing2.2 ± 0.92.1 ± 0.9–0.2 ± 0.50.1881
        Dot Approximation2.2 ± 0.61.8 ± 0.4–0.3 ± 0.40.0034
ADL Ratings
    Speaking0.9 ± 1.00.8 ± 1.0–0.1 ± 0.70.7192
    Feeding with a spoon3.1 ± 0.42.0 ± 0.9–1.1 ± 0.9<0.001
    Drinking from a glass2.9 ± 0.61.8 ± 1.1–1.1 ± 1.10.0032
    Hygiene2.5 ± 0.71.5 ± 1.1–0.9 ± 1.10.0077
    Dressing1.9 ± 0.81.3 ± 0.9–0.6 ± 0.80.0140
    Pouring2.9 ± 0.82.1 ± 1.0–0.8 ± 1.30.0342
    Carrying food trays, plates or similar items3.0 ± 0.72.3 ± 1.1–0.7 ± 1.00.0156
    Using keys2.5 ± 1.01.4 ± 1.1–1.1 ± 0.9<0.001
    Writing2.7 ± 0.82.0 ± 1.0–0.7 ± 1.00.0156
    Working2.5 ± 0.71.7 ± 0.9–0.9 ± 0.90.0025
    Overall disability with the most affected task3.1 ± 0.32.2 ± 0.8–0.9 ± 0.8<0.001
    Social Impact2.0 ± 1.01.6 ± 1.1–0.4 ± 0.80.0824

[i] Data are presented as mean ± standard deviation, p values were obtained with paired sample t-tests. TETRAS PS Score for the dominant hand includes TETRAS PS items 4, 6, 7, 8. TETRAS PS Score for the non-dominant hand includes TETRAS PS items 4, 6, 8.

Abbreviations: ADL, activities of daily living; mADL, modified activities of daily living; PS, Performance Scale; TETRAS, The Essential Tremor Rating Assessment Scale.

aMaximum score, 24.

bMaximum score, 20.

cMaximum score, 48.

dMaximum score, 52.

DOI: https://doi.org/10.5334/tohm.991 | Journal eISSN: 2160-8288
Language: English
Submitted on: Dec 21, 2024
Accepted on: Mar 5, 2025
Published on: Mar 21, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Richard Dewey III, Stuart Isaacson, Jr. Richard Dewey, Sagari Betté, Kelly E. Lyons, Zhi Yang, Qi Zhao, Anh Tuan Nguyen, Zhen Zhang, Rajesh Pahwa, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.