Evidence map›Paper›PMID 41680227›Full record

ArticleScientific data2026

WearGait-PD: An Open-Access Wearables Dataset for Gait in Parkinson's Disease and Age-Matched Controls.

Anthony J Anderson, David Eguren, Michael A Gonzalez, Michael Caiola, Naima Khan, Sophia Watkinson, Isabella Zuccaroli, Siegfried S Hirczy, Cyrus P Zabetian, Kelly Mills and 7 more

Abstract readDataset
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific data, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Anthony J Anderson *Office of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA.
David Eguren *Office of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA.
Michael A Gonzalez *Office of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA.
Michael CaiolaOffice of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA.
Naima KhanOffice of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA.
Sophia WatkinsonOffice of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA.
Isabella ZuccaroliOffice of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA.
Siegfried S HirczyVA Puget Sound Healthcare System, Seattle, WA, USA.ORCID http://orcid.org/0000-0003-0118-8837
Cyrus P ZabetianVA Puget Sound Healthcare System, Seattle, WA, USA.ORCID http://orcid.org/0000-0002-7739-4306
Kelly MillsDepartment of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Emile MoukheiberDepartment of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Laureano Moro-VelazquezDepartment of Electrical and Computer Engineering, Johns Hopkins University Whiting School of Engineering, Baltimore, MD, USA.
Najim DehakDepartment of Electrical and Computer Engineering, Johns Hopkins University Whiting School of Engineering, Baltimore, MD, USA.
Chelsie MotleyDepartment of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Brittney C MuirVA Puget Sound Healthcare System, Seattle, WA, USA.
Ankur ButalaDepartment of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Kimberly KontsonOffice of Science and Engineering Laboratories, US Food and Drug Administration Center for Devices and Radiological Health, Silver Spring, MD, USA. Kimberly.Kontson@fda.hhs.gov.ORCID http://orcid.org/0000-0002-4978-6011

Funding

U.S. Department of Health & Human Services | U.S. Food and Drug Administration (U.S. Food & Drug Administration) Critical Path - 1275U.S. Department of Veterans Affairs (Department of Veterans Affairs) Rehabilitation Research and Development Seed AwardU.S. Department of Veterans Affairs (Department of Veterans Affairs) VA Puget Sound Seed Award
6 · The paper itself

Abstract

Wearable movement sensors are powerful tools for objectively characterizing and quantifying movement. They enhance the precise characterization of gait, balance, and motor symptoms in Parkinson's disease and related disorders, facilitating in-clinic and remote assessments, disease management, and therapeutic intervention development. Access to high-quality data from these sensors can accelerate discoveries in this clinical population. The WearGait-PD open-access dataset contains raw inertial measurement unit (IMU) and sensorized insole data from 100 individuals with PD and 85 age-matched controls, synchronized to a gait walkway reference system. IMU data include 3-degree of freedom (DOF) acceleration, rotational velocity, magnetic field strength, and orientation for each of 13 sensors on the participant's body. Sensor insole data include absolute pressure from 16 sensors in each insole and 3-DOF acceleration and rotational velocity. Walkway data include 2D position and relative pressure for each active sensor during every footfall. Frame-by-frame annotation of participant actions during gait and balance tasks was incorporated using synchronized video cameras. All data were associated with demographic information and clinical evaluations (e.g., medications, DBS-status, MDS-UPDRS scores).

Indexed as

GaitParkinson DiseaseWearable Electronic DevicesAgedFemaleHumansMale

Identifiers

PMID41680227
PMCPMC13009270

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.