Evidence map›Paper›PMID 38866793›Full record

ArticleNPJ Parkinson's disease2024

Using a smartwatch and smartphone to assess early Parkinson's disease in the WATCH-PD study over 12 months.

Jamie L Adams, Tairmae Kangarloo, Yishu Gong, Vahe Khachadourian, Brian Tracey, Dmitri Volfson, Robert D Latzman, Joshua Cosman, Jeremy Edgerton, David Anderson and 10 more

Abstract read
In one paragraph

Article in NPJ Parkinson's disease, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
48citing papers in PubMed, 4 pooled it
–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

48 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Digital Outcomes as Biomarkers of Disease Progression in Early Parkinson's Disease: A Systematic Review.Movement disorders : official journal of the Movement Disorder Society · 2025
    Pooled it
  4. Pooled it
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Temporal Dynamics of Parkinson's Disease Tremor: Clinical and Neuroimaging Insights.Movement disorders : official journal of the Movement Disorder Society · 2026
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Digital Technologies for Symptom Monitoring in Parkinson Disease.Current neurology and neuroscience reports · 2026
    Review
  19. Review
  20. Article
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

20 authors.

Jamie L AdamsCenter for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA. jamie_adams@urmc.rochester.edu.ORCID http://orcid.org/0000-0002-1170-6688
Tairmae KangarlooTakeda Pharmaceuticals, Cambridge, MA, USA.
Yishu GongTakeda Pharmaceuticals, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-7777-6363
Vahe KhachadourianTakeda Pharmaceuticals, Cambridge, MA, USA.
Brian TraceyTakeda Pharmaceuticals, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-1526-6349
Dmitri VolfsonTakeda Pharmaceuticals, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-5167-7834
Robert D LatzmanTakeda Pharmaceuticals, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-1175-8090
Joshua CosmanAbbVie Pharmaceuticals, North Chicago, IL, USA.ORCID http://orcid.org/0000-0003-3320-4053
Jeremy EdgertonBiogen Inc., Cambridge, MA, USA.
David AndersonClinical Ink, Horsham, PA, USA.
Allen BestClinical Ink, Horsham, PA, USA.ORCID http://orcid.org/0000-0001-9363-4173
Melissa A KostrzebskiCenter for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA.
Peggy AuingerCenter for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA.
Peter WilmotCenter for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA.
Yvonne PohlsonCenter for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA.
Stella Jensen-RobertsCenter for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA.
Martijn L T M MüllerCritical Path Institute, Tucson, AZ, USA.
Diane StephensonCritical Path Institute, Tucson, AZ, USA.
E Ray DorseyCenter for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA.ORCID http://orcid.org/0000-0002-5140-1248
Parkinson Study Group Watch-PD Study Investigators and Collaborators

Funding

Oregon Clinical and Translational Research Institute - The National COVID Cohort Collaborative (N3C)UL1TR002369 · NCATS · OREGON HEALTH & SCIENCE UNIVERSITY · PI Cynthia D Morris, Christopher G. Slatore · 2017 to 2026
$78.4M
NCATS NIH HHS UL1 TR002369
6 · The paper itself

Abstract

Digital measures may provide objective, sensitive, real-world measures of disease progression in Parkinson's disease (PD). However, multicenter longitudinal assessments of such measures are few. We recently demonstrated that baseline assessments of gait, tremor, finger tapping, and speech from a commercially available smartwatch, smartphone, and research-grade wearable sensors differed significantly between 82 individuals with early, untreated PD and 50 age-matched controls. Here, we evaluated the longitudinal change in these assessments over 12 months in a multicenter observational study using a generalized additive model, which permitted flexible modeling of at-home data. All measurements were included until participants started medications for PD. Over one year, individuals with early PD experienced significant declines in several measures of gait, an increase in the proportion of day with tremor, modest changes in speech, and few changes in psychomotor function. As measured by the smartwatch, the average (SD) arm swing in-clinic decreased from 25.9 (15.3) degrees at baseline to 19.9 degrees (13.7) at month 12 (P = 0.004). The proportion of awake time an individual with early PD had tremor increased from 19.3% (18.0%) to 25.6% (21.4%; P < 0.001). Activity, as measured by the number of steps taken per day, decreased from 3052 (1306) steps per day to 2331 (2010; P = 0.16), but this analysis was restricted to 10 participants due to the exclusion of those that had started PD medications and lost the data. The change of these digital measures over 12 months was generally larger than the corresponding change in individual items on the Movement Disorder Society-Unified Parkinson's Disease Rating Scale but not greater than the change in the overall scale. Successful implementation of digital measures in future clinical trials will require improvements in study conduct, especially data capture. Nonetheless, gait and tremor measures derived from a commercially available smartwatch and smartphone hold promise for assessing the efficacy of therapeutics in early PD.

Identifiers

PMID38866793
PMCPMC11169239

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Registered trials

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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.