Evidence map›Paper›PMID 33589640›Full record

ArticleNPJ Parkinson's disease2021

Timing variability and midfrontal ~4 Hz rhythms correlate with cognition in Parkinson's disease.

Arun Singh, Rachel C Cole, Arturo I Espinoza, Aron Evans, Scarlett Cao, James F Cavanagh, Nandakumar S Narayanan

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in NPJ Parkinson's disease, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06984757 (Mid-frontal Delta/Theta and Cognitive Control), which is not on this map. Cited by 47 papers.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
6.8field-weighted citation impact, top 2% 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.

NCT06984757 naenrolling by invitationnot on this map

Mid-frontal Delta/Theta and Cognitive Control

TypeinterventionalSponsorNandakumar NarayananRan2017 to 2029Enrolled635ConditionsParkinson&Amp, Amp, #39, s Disease (PD)ArmsDeep-brain Stimulation, Transcranial Magnetic Stimulation, Transcranial Alternating Current Stimulation
3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 82 citations in OpenAlex.

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  13. Dual-Task Interference Increases Variability in Sub-Second Repetitive Motor Timing.Journal of functional morphology and kinesiology · 2025
    Article
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  17. Frontiers in aging neuroscience · 2025
    Article
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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

7 authors at 4 institutions in 1 country.

Arun SinghDivision of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, USA.ORCID http://orcid.org/0000-0003-4273-542X
Rachel C ColeDepartment of Neurology, University of Iowa, Iowa City, IA, USA.ORCID http://orcid.org/0000-0003-4753-0482
Arturo I EspinozaDepartment of Neurology, University of Iowa, Iowa City, IA, USA.
Aron EvansCarver College of Medicine, University of Iowa, Iowa City, IA, USA.
Scarlett CaoDepartment of Internal Medicine, Mayo Clinic, Rochester, MN, USA.
James F CavanaghDepartment of Psychology, University of New Mexico, Albuquerque, NM, USA.
Nandakumar S NarayananDepartment of Neurology, University of Iowa, Iowa City, IA, USA. nandakumar-narayanan@uiowa.edu.ORCID http://orcid.org/0000-0002-0427-0003
University of Iowa · USMayo Clinic · USUniversity of New Mexico · USUniversity of South Dakota · US

Funding

Mid-frontal delta/theta rhythms and cognitive control in PDR01NS100849 · NINDS · UNIVERSITY OF IOWA · PI JAMES F CAVANAGH, Nandakumar Narayanan · 2017 to 2026
$3.6M
Frontal theta as a mechanism of aging-related differences in cognitive controlF32AG069445 · NIA · UNIVERSITY OF IOWA · PI COLE, RACHEL AMELIA CLARK · 2020 to 2022
$171k
NIA NIH HHS F32 AG069445NINDS NIH HHS R01 NS100849
6 · The paper itself

Abstract

Patients with Parkinson's disease (PD) can have significant cognitive dysfunction; however, the mechanisms for these cognitive symptoms are unknown. Here, we used scalp electroencephalography (EEG) to investigate the cortical basis for PD-related cognitive impairments during interval timing, which requires participants to estimate temporal intervals of several seconds. Time estimation is an ideal task demand for investigating cognition in PD because it is simple, requires medial frontal cortical areas, and recruits basic executive processes such as working memory and attention. However, interval timing has never been systematically studied in PD patients with cognitive impairments. We report three main findings. First, 71 PD patients had increased temporal variability compared to 37 demographically matched controls, and this variability correlated with cognitive dysfunction as measured by the Montreal Cognitive Assessment (MOCA). Second, PD patients had attenuated ~4 Hz EEG oscillatory activity at midfrontal electrodes in response to the interval-onset cue, which was also predictive of MOCA. Finally, trial-by-trial linear mixed-effects modeling demonstrated that cue-triggered ~4 Hz power predicted subsequent temporal estimates as a function of PD and MOCA. Our data suggest that impaired cue-evoked midfrontal ~4 Hz activity predicts increased timing variability that is indicative of cognitive dysfunction in PD. These findings link PD-related cognitive dysfunction with cortical mechanisms of cognitive control, which could advance novel biomarkers and neuromodulation for PD.

Identifiers

PMID33589640
PMCPMC7884691
OpenAlexW3131749333

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.