Evidence map›Paper›PMID 40738641›Full record

ArticleBMJ open2025

PANDA study: subtyping of Parkinson's disease - cohort study protocol.

Rui Yang, Chentao He, Siming Rong, Ziqi Gao, Zihao Li, Qibing Luo, Xilie Cui, Yan Li, Piao Zhang, Mengfei Cai and 1 more

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. 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

11 authors.

Rui Yang *Department of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Chentao He *Department of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Siming Rong *Department of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Ziqi GaoDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Zihao LiDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.ORCID http://orcid.org/0009-0005-8919-2217
Qibing LuoDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Xilie CuiDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Yan LiDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Piao ZhangDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
Mengfei CaiDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China zhangyuhu@gdph.org.cn caimengfei@gdph.org.cn.
Yuhu ZhangDepartment of Neurology, Guangdong Neuroscience Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China zhangyuhu@gdph.org.cn caimengfei@gdph.org.cn.ORCID http://orcid.org/0000-0003-3492-4669

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionParkinson's disease (PD) is a progressive neurodegenerative disorder characterised by heterogeneous motor and non-motor symptoms. The classification of PD into distinct subtypes remains a major challenge, limiting the development of precision medicine approaches. Existing subtyping methods have relied on clinical features, genetic markers or isolated biomarkers, but an integrated classification system incorporating neuroimaging and fluid biomarkers is lacking. The Prospective Assessments with Neuroimaging and fluid Data Analysis in PD (PANDA) study is a single-centre, longitudinal cohort study designed to explore PD heterogeneity by integrating multimodal neuroimaging, fluid biomarkers and comprehensive clinical assessments. METHODS AND ANALYSIS: The PANDA study aims to recruit 500 PD patients and 100 healthy controls (HC) at Guangdong Provincial People's Hospital from March 2021 to July 2026. Participants undergo three study visits: baseline, 2-year and 4-year follow-ups. Data collection includes brain MRI scans, blood and cerebrospinal fluid sampling, clinical scales, gait assessment, ambulatory blood pressure monitoring and eye-tracking evaluations. A standardised electronic data capture system ensures data accuracy and completeness. The primary objective is to identify biologically and neuroimaging-defined PD subtypes, track disease progression and explore potential biomarkers for stratification. Statistical analyses will include data-driven clustering techniques and longitudinal modelling to assess subtype stability over time. ETHICS AND DISSEMINATION: The PANDA study has been approved by the Institutional Review Board of Guangdong Provincial People's Hospital (No KY2024-719-01) and is conducted in accordance with the Declaration of Helsinki. Written informed consent is obtained from all participants or their legal guardians prior to study enrolment. The findings from this study will be disseminated through peer-reviewed journals and conference presentations, ensuring accessibility to researchers, clinicians and stakeholders involved in PD research and treatment. TRIAL REGISTRATION NUMBER: ChiCTR2400091709.

Indexed as

Parkinson DiseaseBiomarkersChinaDisease ProgressionFemaleHumansLongitudinal StudiesMagnetic Resonance ImagingMaleNeuroimagingProspective StudiesResearch DesignBiomarkersBiomarkersParkinson's diseaseProgressionStratificationSubtypes

Identifiers

PMID40738641
PMCPMC12314949

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Registered trials

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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.