ArticleNPJ Parkinson's disease2018
The use of accelerometry as a tool to measure disturbed nocturnal sleep in Parkinson's disease.
Article in NPJ Parkinson's disease, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
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Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 82 citations in OpenAlex.
- Devices for remote continuous monitoring of people with Parkinson's disease: a systematic review and cost-effectiveness analysis.Health technology assessment (Winchester, England) · 2024Pooled it
- Digital Technology for Sleep Symptoms in Parkinson's Disease: A Scoping Review.Journal of movement disorders · 2026Article
- Conceptualizing a Personalized Care Pathway for Parkinson's Disease Using Wearable Sensors in Muslim Patients: The Ramadan Regime.Journal of movement disorders · 2026Article
- Test, track, treat using wearable sensors for management of Parkinson's disease: 12‑month prospective observational United Arab Emirates study using Parkinson's Kinetograph (EmPark-PKG Study).Journal of neural transmission (Vienna, Austria : 1996) · 2025Observational
- Observational
- Effects of rotigotine on sleep in Parkinson's disease patients: a Parkinson's KinetiGraph study.Frontiers in neurology · 2025Article
- Digital biomarkers for non-motor symptoms in Parkinson's disease: the state of the art.NPJ digital medicine · 2024Review
- Digital outcome measures from smartwatch data relate to non-motor features of Parkinson's disease.NPJ Parkinson's disease · 2024Article
- Parkinson's Kinetigraph for Wearable Sensor Detection of Clinically Unrecognized Early-Morning Akinesia in Parkinson's Disease: A Case Report-Based Observation.Sensors (Basel, Switzerland) · 2024Article
- SmartWear body sensors for neurological and neurosurgical patients: A review of current and future technologies.World neurosurgery: X · 2024Review
- Overview on wearable sensors for the management of Parkinson's disease.NPJ Parkinson's disease · 2023Review
- Symptoms assessment and decision to treat patients with advanced Parkinson's disease based on wearables data.NPJ Parkinson's disease · 2023Article
- Measurement of bradykinesia and chorea in Huntington's Disease using ambulatory monitoring.Clinical parkinsonism & related disorders · 2023Article
- Wearable sensor device-based detection of decreased heart rate variability in Parkinson's disease.Journal of neural transmission (Vienna, Austria : 1996) · 2022Article
- Personalized Assessment of Insomnia and Sleep Quality in Patients with Parkinson's Disease.Journal of personalized medicine · 2022Review
- Sensor Measurements Can Characterize Fluctuations and Wearing Off in Parkinson's Disease and Guide Therapy to Improve Motor, Non-motor and Quality of Life Scores.Frontiers in aging neuroscience · 2022Article
- Evaluation of morning bradykinesia in Parkinson's disease in a United States cohort using continuous objective monitoring.Clinical parkinsonism & related disorders · 2022Article
- A method for measuring time spent in bradykinesia and dyskinesia in people with Parkinson's disease using an ambulatory monitor.Journal of neuroengineering and rehabilitation · 2021Article
- Assessment of Wearing Off in Parkinson's disease using objective measurement.Journal of neurology · 2021Article
- A blinded, controlled trial of objective measurement in Parkinson's disease.NPJ Parkinson's disease · 2020Article
Corrections and comments
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Authors and funding
10 authors at 6 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Sleep disturbances are common in Parkinson's disease (PD). We used the Parkinson's KinetiGraph (PKG), an objective movement recording system for PD to assess night time sleep in 155 people aged over 60 and without PD (controls), 72 people with PD (PwP) and 46 subjects undergoing a Polysomnogram (PSG: 36 with sleep disorder and 10 with normal sleep). The PKG system uses a wrist worn logger to capture acceleration and derive a bradykinesia score (BKS) every 2 min over 6 days. The BKS ranges from 0-160 with higher scores associated with lesser mobility. Previously we showed that BKS > 80 were associated with day time sleep and used this to produce scores for night time sleep: Efficiency (Percent time with BKS > 80), Fragmentation (Average duration of runs of BKS > 80) and Sleep Quality (BKS > 111 as a representation of atonia). There was a fair association with BKS score and sleep level as judged by PSG. Using these PKG scores, it was possible to distinguish between normal and abnormal PSG studies with good Selectivity (86%) and Sensitivity (80%). The PKG's sleep scores were significantly different in PD and Controls and correlated with a subject's self-assessment (PDSS 2) of the quality, wakefulness and restlessness. Using both the PDSS 2 and the PKG, it was apparent that sleep disturbances were apparent early in disease in many PD subjects and that subjects with poor night time sleep were more likely to have day time sleepiness. This system shows promise as a quantitative score for assessing sleep in Parkinson's disease.
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Registered trials
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.