ArticleBMJ open2025
PANDA study: subtyping of Parkinson's disease - cohort study protocol.
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.
What it found
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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.
Who cites it
4 citing papers in PubMed.
- Biological heterogeneity in Parkinson's disease: implications for MRI-based patient stratification.NPJ Parkinson's disease · 2026Review
- Orthostatic blood pressure trajectories characterize heterogeneous disease progression in Parkinson's disease.Journal of neurology · 2026Article
- Echocardiographic insights into cardiovascular autonomic dysfunction in Parkinson's disease.Journal of Parkinson's disease · 2026Article
- Differential Proteomic Landscape of Plasma Neuron-Derived Extracellular Vesicles in Parkinson's Disease with and without RBD: A Pilot Investigation.International journal of nanomedicine · 2026Article
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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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.