Evidence map›Paper›PMID 37113321›Full record

ArticleFrontiers in human neuroscience2023

Pausing before verb production is associated with mild cognitive impairment in Parkinson's disease.

Eduardo Inacio Nascimento Andrade, Christina Manxhari, Kara M Smith

Open access · goldAbstract read
In one paragraph

Article in Frontiers in human neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.8field-weighted citation impact, top 16% 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

6 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Article
  3. Speech Acoustic Markers Can Detect Mild Cognitive Impairment in Parkinson's Disease.IEEE journal of selected topics in signal processing · 2025
    Article
  4. Review
  5. Article
  6. Review
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

3 authors at 2 institutions in 1 country.

Eduardo Inacio Nascimento AndradeDepartment of Neurology, University of Massachusetts Chan Medical School, Worcester, MA, United States.
Christina ManxhariDepartment of Neurology, University of Massachusetts Chan Medical School, Worcester, MA, United States.
Kara M SmithDepartment of Neurology, University of Massachusetts Chan Medical School, Worcester, MA, United States.
University of Massachusetts Chan Medical School · USNeuroNexus (United States) · US

Funding

Speech markers of cognitive impairment in Parkinson's diseaseK23DC016656 · NIDCD · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI SMITH, KARA MICHELLE · 2019 to 2023
$946k
NIDCD NIH HHS K23 DC016656
6 · The paper itself

Abstract

Background: Cognitive dysfunction and communication impairment are common and disabling symptoms in Parkinson's Disease (PD). Action verb deficits occur in PD, but it remains unclear if these impairments are related to motor system dysfunction and/or cognitive decline. The objective of our study was to evaluate relative contributions of cognitive and motor dysfunction to action verb production in naturalistic speech of patients with PD. We proposed that pausing before action-related language is associated with cognitive dysfunction and may serve as a marker of mild cognitive impairment in PD. Method: Participants with PD ( Results: Participants with PD-MCI demonstrated more pausing before and within utterances compared to PD-NC, and the duration of these pauses were correlated with MoCA but not motor severity (MDS-UPDRS). Logistic regression models demonstrated that pauses before action utterances were associated with PD-MCI status, whereas pauses before non-action utterances were not significantly associated with cognitive diagnosis. Conclusion: We characterized pausing patterns in spontaneous speech in PD-MCI, including analysis of pause location with respect to verb class. We identified associations between cognitive status and pausing before utterances containing action verbs. Evaluation of verb-related pauses may be developed into a potentially powerful speech marker tool to detect early cognitive decline in PD and better understand linguistic dysfunction in PD.

Indexed as

cognitionlanguageMCI (mild cognitive impairment)Parkinson’s diseasespeech markersverb

Identifiers

PMID37113321
PMCPMC10126398
OpenAlexW4363651631

What OpenQuestion holds

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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 OpenQuestion graph.