Evidence map›Paper›PMID 41540811›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2026

Visuospatial dysfunction indicates an increased risk of rapid dementia conversion in Parkinson's disease.

Chan Wook Park, Youngseok Choi, Yeeun Sun, Hye Sun Lee, Phil Hyu Lee, Yun Joong Kim, Young H Sohn, Jeyeon Lee, Seok Jong Chung

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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

1 citing paper in PubMed.

  1. Visuospatial dysfunction indicates an increased risk of rapid dementia conversion in Parkinson's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    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

9 authors.

Chan Wook ParkDepartment of Neurology, Yonsei University College of Medicine, Seoul, South Korea.ORCID 0000-0002-0208-5189
Youngseok ChoiDepartment of Electronic Engineering, Hanyang University, Seoul, South Korea.
Yeeun SunDepartment of Neurology, Yonsei University College of Medicine, Seoul, South Korea.
Hye Sun LeeBiostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, South Korea.
Phil Hyu LeeDepartment of Neurology, Yonsei University College of Medicine, Seoul, South Korea.
Yun Joong KimDepartment of Neurology, Yonsei University College of Medicine, Seoul, South Korea.
Young H SohnDepartment of Neurology, Yonsei University College of Medicine, Seoul, South Korea.
Jeyeon LeeDepartment of Biomedical Engineering, College of Medicine, Hanyang University, Seoul, South Korea.ORCID 0000-0002-6168-8385
Seok Jong ChungDepartment of Neurology, Yonsei University College of Medicine, Seoul, South Korea.ORCID 0000-0001-6086-3199

Funding

Hanyang University HY-202400000003953Korea Health Industry Development Institute RS-2023-KH134527Korea Medical Device Development Fund RS-2022-00141618Korea National Institute of Health 2024ER100200National Research Foundation of Korea NRF-2021R1I1A1A01059678
6 · The paper itself

Abstract

introductionThe aim of this study was to define cognitive subtypes of early-stage Parkinson's disease (PD) based on temporal evolutionary patterns of domain-specific decline.

methodsWe retrospectively enrolled 474 patients with early-stage PD who underwent detailed neuropsychological testing at initial assessment. Age- and education-specific z-scores from 13 neuropsychological subtests were used to apply Subtype and Stage Inference (SuStaIn) to identify distinct cognitive subtypes. We compared the risk of developing dementia between subtypes.

resultsSuStaIn analysis delineated three pd subtypes with cognitive impairment: Subtype 1 (n = 121) with early verbal memory impairment; Subtype 2 (n = 108) with early visuospatial dysfunction; and Subtype 3 (n = 87) with early frontal/executive dysfunction. The remaining 158 patients were classified as a cognitively intact subtype (Subtype 0). Time-dependent Cox regression models showed that the risk of dementia after 3.5 years was highest in Subtype 2. DISCUSSION: Visuospatial dysfunction may be a potential cognitive profile for predicting the risk of rapid dementia conversion in PD. HIGHLIGHTS: Cognitive profile associated with early dementia conversion in Parkinson's disease (PD) remains unclear. This study applied the SuStaIn algorithm to delineate three cognitive subtypes of PD. PD subtype with early visuospatial dysfunction had a higher risk of dementia. Visuospatial dysfunction indicates an imminent risk of dementia conversion in PD.

Indexed as

Cognitive DysfunctionDementiaParkinson DiseaseAgedDisease ProgressionFemaleHumansMaleMiddle AgedNeuropsychological TestsRetrospective StudiesRisk Factorscognitive profiledementiaParkinson's diseaseSubtype and Stage Inference (SuStaIn)visuospatial

Identifiers

PMID41540811
PMCPMC12808930

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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.