ArticleNeurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology2018
Disease progression in Parkinson subtypes: the PPMI dataset.
Article in Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 2 of them syntheses that pooled it.
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Who cites it
66 citing papers in PubMed, 2 syntheses or guidelines pooled it, 108 citations in OpenAlex.
- Cognitive function in different motor subtypes of Parkinson's disease: A systematic review and multilevel meta-analysis.Cognitive, affective & behavioral neuroscience · 2026Pooled it
- BDNF Val66Met polymorphism and cognitive impairment in Parkinson's disease-a meta-analysis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2019Pooled it
- A feasibility study of dual-task strategy training to improve gait performance in patients with Parkinson's disease.Scientific reports · 2021Trial
- Concomitant improvement in anti-saccade success rate and postural instability gait difficulty after rTMS treatment for Parkinson's disease.Scientific reports · 2021Trial
- Generalized osteoporosis but not axial osteopenia is associated with cognitive impairment in Parkinson's disease.Annals of medicine · 2026Article
- Long-lasting concordance between imaging-guided and clinical-based STN-DBS programming enhances motor and axial outcomes in Parkinson's disease: A 3-year single-center study.Journal of Parkinson's disease · 2026Article
- Disease-Duration-Specific Percentiles for Prospective Subtyping of Parkinson's Disease: A PPMI-Based Study.Movement disorders clinical practice · 2026Article
- A preliminary analysis of the inflammatory protein landscape in the CSF of mid- to late-stage Parkinson's disease: associations with motor severity and subtypes.BMC neurology · 2026Article
- Prognostic Value of Parkinson's Disease Subtypes in the LABS-PD Cohort: Functional Ability, Quality of Life and Mortality.Movement disorders clinical practice · 2026Article
- The patient-centric development of an inclusive multi-arm multi-stage trial for Parkinson's disease.Brain communications · 2026Article
- Machine learning analysis of population-wide plasma proteins identifies hormonal biomarkers of Parkinson's disease.Frontiers in aging neuroscience · 2026Article
- Longitudinal assessment of DNA repair signature trajectory in prodromal versus established Parkinson's disease.NPJ Parkinson's disease · 2025Article
- The Results of a 12-Month Open-Label Follow-Up Study with MRI Monitoring of Patients with Parkinson's Disease After MRI-Guided FUS.Journal of clinical medicine · 2025Article
- Objective monitoring of motor symptom severity and their progression in Parkinson's disease using a digital gait device.Scientific reports · 2025Article
- Regional-specific structural and functional changes of posterior cerebellar vermis across different stages of Parkinson's disease with gait dysfunction.NPJ Parkinson's disease · 2025Article
- A novel fusion architecture for detecting Parkinson's Disease using semi-supervised speech embeddings.NPJ Parkinson's disease · 2025Article
- Modulatory effect of levodopa on the basal ganglia-cerebellum connectivity in Parkinson's disease.NPJ Parkinson's disease · 2025Article
- Association of motor subtype and tremor type with Parkinson's disease progression: An exploratory longitudinal analysis.Journal of Parkinson's disease · 2025Article
- Longitudinal Assessment of Parkinson's Motor Symptoms and Dopaminergic Dysfunction Patterns Using DaTSCAN.Clinical parkinsonism & related disorders · 2025Article
- Associations among blood biomarkers, clinical subtypes, and prognosis in Parkinson's disease.Clinical parkinsonism & related disorders · 2025Article
6 more citing papers are in PubMed but not listed here.
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Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
Abstract
introductionDiscrete patterns of progression have been suggested for patients with Parkinson disease and presenting tremor dominant (TD) or postural instability gait disorders (PIGD). However, longitudinal prospective assessments need to take into consideration the variability in clinical manifestations and the evidence that only 40% of initially classified PIGD remain in this subtype at subsequent visits.
methodsWe analyzed clinical progression of PIGD compared to TD using longitudinal clinical data from the PPMI. Given the reported instability of such clinical classification, we only included patients who were reported as PIGD/TD at each visit during the 4-year observation. We used linear mixed-effects models to test differences in progression in these subgroups in 51 dependent variables.
resultsThere were 254 patients with yearly assessment. The number of PIGD was 36/254 vs 144/254 TD. PIGD had more severe motor disease at baseline but progressed faster than TD only in three non-motor items of the MDS-UPDRS: cognitive impairment, hallucinations, and psychosis plus features of DDS. Our analysis also showed in PIGD faster increase in the average time with dyskinesia.
conclusionsPIGD are characterized by more severe disease manifestations at diagnosis and greater cognitive progression, more frequent hallucinations, psychosis as well as features of DDS than TD patients. We interpret these findings as expression of greater cortical and subcortical involvement in PIGD already at onset. Since PIGD/TD classification is very unstable at onset, our analysis based on stricter definition criteria provides important insight for clinical trial stratification and definition of related outcome measures.
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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.