Evidence map›Paper›PMID 35694934›Full record

ArticleJournal of Parkinson's disease2022

Quantitative Digitography Measures Motor Symptoms and Disease Progression in Parkinson's Disease.

Kevin B Wilkins, Matthew N Petrucci, Yasmine Kehnemouyi, Anca Velisar, Katie Han, Gerrit Orthlieb, Megan H Trager, Johanna J O'Day, Sudeep Aditham, Helen Bronte-Stewart

Open access · hybridAbstract read
In one paragraph

Article in Journal of Parkinson's disease, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
1.7field-weighted citation impact, top 14% of its field
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

10 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
  2. Article
  3. Closing the loop in DBS: A data-driven approach.Parkinsonism & related disorders · 2025
    Review
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. 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

10 authors at 3 institutions in 1 country.

Kevin B WilkinsDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Matthew N PetrucciDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Yasmine KehnemouyiDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Anca VelisarDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Katie HanDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Gerrit OrthliebDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Megan H TragerDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Johanna J O'DayDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Sudeep AdithamDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Helen Bronte-StewartDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Stanford University · USColumbia University · USSmith-Kettlewell Eye Research Institute · US

Funding

Bilateral Closed Loop Deep Brain Stimulation for Freezing of Gait using Neural and Kinematic FeedbackUH3NS107709 · NINDS · STANFORD UNIVERSITY · PI BRONTE-STEWART, HELEN · 2019 to 2023
$6.1M
Neural and Kinematic Features of Freezing of Gait for Adaptive NeurostimulationR21NS096398 · NINDS · STANFORD UNIVERSITY · PI BRONTE-STEWART, HELEN · 2016 to 2017
$432k
NINDS NIH HHS R21 NS096398NINDS NIH HHS UH3 NS107709
6 · The paper itself

Abstract

backgroundAssessment of motor signs in Parkinson's disease (PD) requires an in-person examination. However, 50% of people with PD do not have access to a neurologist. Wearable sensors can provide remote measures of some motor signs but require continuous monitoring for several days. A major unmet need is reliable metrics of all cardinal motor signs, including rigidity, from a simple short active task that can be performed remotely or in the clinic.

objectiveInvestigate whether thirty seconds of repetitive alternating finger tapping (RAFT) on a portable quantitative digitography (QDG) device, which measures amplitude and timing, produces reliable metrics of all cardinal motor signs in PD.

methodsNinety-six individuals with PD and forty-two healthy controls performed a thirty-second QDG-RAFT task and clinical motor assessment. Eighteen individuals were followed longitudinally with repeated assessments for an average of three years and up to six years.

resultsQDG-RAFT metrics showed differences between PD and controls and provided correlated metrics for total motor disability (MDS-UPDRS III) and for rigidity, bradykinesia, tremor, gait impairment, and freezing of gait (FOG). Additionally, QDG-RAFT tracked disease progression over several years off therapy and showed differences between akinetic-rigid and tremor-dominant phenotypes, as well as people with and without FOG.

conclusionsQDG is a reliable technology, which could be used in the clinic or remotely. This could improve access to care, allow complex remote disease management based on data received in real time, and accurate monitoring of disease progression over time in PD. QDG-RAFT also provides the comprehensive motor metrics needed for therapeutic trials.

Indexed as

Gait Disorders, NeurologicMotor DisordersParkinson DiseasePersons with DisabilitiesDisease ProgressionHumansSeverity of Illness IndexTremorAlternating finger tappingcardinal motor signsfreezing of gaitkeyboardParkinson’s diseasephenotyperemote measurementrigidityUnified Parkinson’s Disease Rating Scalewearables

Identifiers

PMID35694934
PMCPMC9535590
OpenAlexW4281663699

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.