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Neurocompute

AI-driven Parkinson’s research intelligence platform exploring emerging signals, forgotten papers, and therapeutic patterns across the biomedical literature universe.

Indexed Papers
1,516
AI Scored
984
Ranked Papers
998
Coverage
1.3%
RESEARCH INTELLIGENCE BOARD

Ranked Parkinson’s Papers

1516 results
LAST INGEST 2026-05-29 06:45 PM
D
Proton pump inhibitors and risk of Parkinson's disease: A systematic review and meta-analysis.
PMID 41984194 Published: 2026-04-15 Ingested: 2026-04-28 08:58 PM Naunyn-Schmiedeberg's archives of pharmacology
AI 40.0
Base 41.8
Rank 40.0
AI Summary

Systematic review and meta-analysis of six observational studies (344,580 participants) reports a modest association between PPI use and increased Parkinson's disease risk (pooled OR 1.14, 95% CI 1.07–1.22) but rates the evidence as low certainty due to heterogeneity and confounding.

Why It Matters

While not providing mechanisms, the epidemiological signal—if validated—could point to gut-mediated, nutrient or metabolic contributors to PD and warrants prospective, mechanistic studies to assess causality and inform safer PPI use in at-risk populations.

D
Treatment of Dysphonia in Patients with Parkinson's Disease: A Scoping Review.
PMID 41986189 Published: 2026-04-14 Ingested: 2026-04-28 08:58 PM Journal of voice : official journal of the Voice Foundation
AI 40.0
Base 41.8
Rank 40.0
AI Summary

Scoping review of 49 studies (1,388 patients) on Parkinson’s-related dysphonia found voice therapy to have the most consistent, statistically significant benefits, while other approaches (DBS, drugs, surgical) showed heterogeneous or mixed effects.

Why It Matters

Although it does not address disease-modifying biology, the paper identifies an evidence-backed, actionable symptomatic intervention (voice therapy) that improves quality of life and underscores the need for standardized outcome metrics and studies of combined therapies in PD care.

D
AI 38.0
Base 41.8
Rank 40.0
AI Summary

Systematic review and meta-analysis of 16 studies found that nonpharmacological, nonsurgical interventions for Parkinson’s-related lower urinary tract symptoms modestly reduce incontinence episodes (~0.9 fewer/24 h) with uncertain effects on other LUTS due to heterogeneity and low-certainty…

Why It Matters

Clinically useful for symptomatic management and trial design (standardized outcomes, better-powered studies) but provides little mechanistic or disease-modifying insight for Parkinson’s therapeutic discovery.

D
Functional food literacy competencies of people with Parkinson's disease and multiple sclerosis: a qualitative study.
PMID 42047406 Published: 2026-04-28 Ingested: 2026-04-28 08:58 PM Disability and rehabilitation
AI 25.0
Base 41.8
Rank 40.0
AI Summary

Qualitative focus groups with people with Parkinson's disease and multiple sclerosis and their caregivers identified cognitive and physical barriers to grocery shopping and cooking, reliance on caregiver support, interest in assistive devices and compensatory strategies, and yielded eight…

Why It Matters

While not providing mechanistic or drug-discovery insights, the study is valuable for developing supportive nutritional and caregiving interventions that could improve quality of life, adherence to treatments, and reduce caregiver burden—important clinical considerations but of limited direct…

D
AI 25.0
Base 41.8
Rank 40.0
AI Summary

Analysis of 54,296 German adults aged 60–74 found high rates of potentially inappropriate medication (26.1%), medication underuse (19.1%) and overuse (23.6%), with Parkinson's disease strongly associated with both PIM and underuse.

Why It Matters

While not identifying therapeutic targets, the paper flags that people with Parkinson's are at elevated risk of inappropriate or missing treatments, indicating a need for targeted medication reviews to improve safety and optimize care in PD cohorts and clinical studies.

D
A rare coexistence: tyrosinemia type III and Wolff-Parkinson-White syndrome.
PMID 41956115 Published: 2026-04-07 Ingested: 2026-04-28 08:58 PM Journal of pediatric endocrinology & metabolism : JPEM
AI 12.0
Base 41.8
Rank 40.0
AI Summary

Case report of a 6-year-old with a novel homozygous HPD variant causing tyrosinemia type III coexisting with Wolff–Parkinson–White syndrome, presenting with ketotic hypoglycemia and neurodevelopmental issues.

Why It Matters

Low direct relevance to Parkinson's therapeutic discovery—though it touches tyrosine metabolism (a dopamine precursor), it provides no mechanistic link to alpha-synuclein, neurodegeneration, or actionable PD targets.

E
Single-nucleus brain transcriptomics reveals microglia dysfunction in multiple system atrophy.
PMID 41986335 Published: 2026-04-15 Ingested: 2026-04-28 08:58 PM Nature communications
AI 65.0
Base 41.6
Rank 39.9
AI Summary

Single-nucleus RNA-seq of striatal tissue from MSA, PD, and controls shows PD microglia with MHC-II–linked proinflammatory signatures and more homeostatic astrocytes, whereas MSA features microglia in an immune-tolerant/exhausted state, reactive astrocytes, compromised oligodendrocyte signaling,…

Why It Matters

By defining divergent microglial activation versus exhaustion and linking CSF-driven phagocytic deficits to MSA, the study highlights immune-modulatory and phagocytosis-enhancing interventions and CSF-based biomarkers as translational avenues relevant to synucleinopathy therapeutic discovery.

E
AI 58.0
Base 41.6
Rank 39.9
AI Summary

Large-scale CSF and plasma proteomics across AD, PD, DLB, and FTD (n≈2.7–3.0k) reveals shared immune dysregulation and disease-specific pathway changes, with PD showing ATF4/PERK (ER stress) signaling alterations and high-performing CSF/plasma diagnostic models.

Why It Matters

Identifies ER stress (ATF4/PERK) and immune pathways as actionable mechanisms in PD and delivers robust biomarker panels for patient stratification, supporting target prioritization and translational therapeutic efforts.

E
Cerebellar Time and Relative Time: A Comparator-Based Dynamical Timing Model and its Relevance to Psychopathology and Therapies.
PMID 41979778 Published: 2026-04-14 Ingested: 2026-04-28 08:58 PM Cerebellum (London, England)
AI 50.0
Base 41.7
Rank 39.9
AI Summary

Introduces a Comparator-Based Dynamical Timing (CDT) model that attributes subjective time distortions to altered cerebellar scaling of time (gain κ) and situates cerebellar comparator interactions with cortex and basal ganglia to explain timing abnormalities across psychiatric and…

Why It Matters

Offers a mechanistic, testable framework linking cerebellar–basal ganglia timing dysfunction to PD-relevant motor and cognitive symptoms and suggests EEG biomarkers and TMS-based interventions that could be pursued in translational studies, though direct PD-specific molecular targets or clinical…

E
AI 64.0
Base 41.5
Rank 39.8
AI Summary

In MPTP mice, transcranial magneto-acoustic stimulation (TMAS) reduced presynaptic glutamate release, improved NMDAR- and D1 receptor–dependent corticostriatal synaptic transmission and plasticity, normalized spine subtype distribution, decreased α-synuclein and dopaminergic neuron loss, and…

Why It Matters

The study links a noninvasive neuromodulation method to mechanistic readouts (glutamatergic signaling, NMDAR/D1 function, synaptic structure, and transcriptional programs) and shows neuroprotective effects in a PD model, supporting translation toward device-based therapies and pathway-focused…

E
AI 30.0
Base 41.5
Rank 39.8
AI Summary

Introduces PMGCN, a percolation-based method to find parsimonious multi-disease gene co-expression biomarkers from bulk transcriptomes, validated mainly on ulcerative colitis and other inflammatory diseases but not producing PD-specific biomarkers.

Why It Matters

The approach could help prioritize inflammation-linked biomarkers that might connect periodontitis and Parkinson's for downstream validation, but its immediate therapeutic relevance to PD is limited by lack of direct PD results or mechanistic/targetable findings.

E
Retinol Taking a Detour Promotes Neural Stem Cell Self-Renewal In Vivo Accompanied by Down-Regulation of Some Retinoic Acid Receptors.
PMID 41914380 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM Stem cells and development
AI 40.0
Base 41.2
Rank 39.5
AI Summary

This in vivo mouse study reports that systemic retinol administration promotes neural stem cell self-renewal and oriented development while downregulating certain retinoic acid receptor genes in the brain.

Why It Matters

Modulating retinol/RA signaling could potentially stimulate neural regeneration pathways relevant to Parkinson's disease, but the work is preliminary with no PD models, limited mechanistic insight, and unclear safety or translational relevance.

E
From accepting to distancing as different coping strategies in persons with young onset Parkinson's disease.
PMID 41935102 Published: 2026-04-04 Ingested: 2026-04-28 08:58 PM NPJ Parkinson's disease
AI 12.0
Base 41.2
Rank 39.5
AI Summary

Qualitative study of 17 interviews plus cohort analysis identifies five coping styles (taking action, distancing, mental solutions, social support, coming to terms) and 28 strategies in young-onset Parkinson’s disease, with greater use of ‘distancing’ linked to higher psychological distress.

Why It Matters

Provides insight into psychosocial coping patterns that could guide supportive behavioral interventions and trial endpoints but has limited direct relevance to molecular mechanisms or drug discovery.

E
Tracking ClO- Dynamics during the Progression of Parkinson's Disease in MPTP Mouse Model Using In Vivo Brain Microdialysis.
PMID 41983537 Published: 2026-04-15 Ingested: 2026-04-28 08:58 PM ACS chemical neuroscience
AI 65.0
Base 40.8
Rank 39.2
AI Summary

The study introduces N,P-co-doped fluorescent carbon dot–enhanced microdialysis to monitor hypochlorite (ClO−) in real time in the striatum and shows sustained ClO− elevation for up to 11 hours after MPTP treatment, concurrent with microglial IBA1 upregulation and increased IL-1β, IL-6, and TNF-α.

Why It Matters

By providing a sensitive in vivo method and identifying sustained HOCl/ClO− accumulation linked to neuroinflammation in an MPTP model, the work highlights a measurable oxidative-inflammatory mechanism that can serve as a biomarker and a targetable pathway for preclinical testing of…

E
Corneal edema: an underrecognized safety risk of amantadine.
PMID 42000941 Published: 2026-04-18 Ingested: 2026-04-28 08:58 PM Journal of neurology
AI 40.5
Base 40.5
Rank 38.9
AI Summary

Retrospective pharmacovigilance and literature review identified 54 cases of bilateral corneal edema associated with chronic amantadine use (median dose 200 mg, median onset 12 months), prompting label changes.

Why It Matters

Clinically important for Parkinson's treatment and trial safety because it highlights a serious, sometimes vision-threatening adverse effect that affects amantadine use and monitoring, but it offers little mechanistic or disease-modifying insight for therapeutic discovery.

E
Divergent Glymphatic Dysfunction and Free Water Pathology Underpin Distinct Mechanisms and Enable Differential Diagnosis in Parkinson's Disease and Multiple System Atrophy.
PMID 41923523 Published: 2026-04-02 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 70.0
Base 40.0
Rank 38.5
AI Summary

This multimodal MRI study reports disease-specific glymphatic dysfunction and free-water patterns—cortical/midline in PD and cerebellar in MSA—with glymphatic–FW coupling mediating symptoms in PD but not MSA, and an integrated biomarker panel yielding AUC=0.994 for differential diagnosis.

Why It Matters

Delivers a highly translatable imaging biomarker set for accurate PD vs MSA diagnosis and implicates glymphatic dysfunction as a potentially targetable mechanism in PD that could inform therapeutic development or repurposing efforts.

E
Copper Dyshomeostasis Affects α-Synuclein Clearance Mechanisms in Parkinson's Disease: Insights from In Vitro Models and Translational Evidence.
PMID 41977181 Published: 2026-03-25 Ingested: 2026-04-28 08:58 PM International journal of molecular sciences
AI 65.0
Base 40.0
Rank 38.5
AI Summary

This review synthesizes in vitro, animal, and clinical evidence that copper dyshomeostasis promotes α-synuclein misfolding and impairs ubiquitin–proteasome and autophagy–lysosome clearance pathways, proposing selective modulation of intracellular copper pools as a potential therapeutic strategy for…

Why It Matters

By connecting a modifiable metal imbalance to core PD mechanisms (α-synuclein proteostasis, oxidative stress, mitochondrial and lysosomal dysfunction) and outlining translational approaches to target intracellular copper, the paper identifies a plausibly actionable target and biomarker direction…

E
Biologic Definition of Parkinson Disease: A Pivotal Role for Molecular Imaging.
PMID 42020151 Published: 2026-04-22 Ingested: 2026-04-28 08:58 PM Journal of nuclear medicine : official publication, Society of Nuclear Medicine
AI 62.0
Base 40.0
Rank 38.5
AI Summary

This review advocates shifting PD to a biologically defined disorder, emphasizing molecular imaging (dopaminergic imaging, [18F]FDG PET, cardiac [123I]MIBG), the promise of α‑synuclein PET, seed amplification assays, and genetic stratification to create biomarker-driven classification systems.

Why It Matters

By defining and prioritizing in vivo imaging and molecular biomarkers for patient stratification and endpoints, the paper has practical translational value for designing and powering trials of disease‑modifying therapies in Parkinson's disease.

E
AI 60.0
Base 40.0
Rank 38.5
AI Summary

This review synthesizes human and animal data on how STN-DBS affects cognition, identifies patient-, lead-, and parameter-dependent sources of variability, and evaluates emerging closed-loop/adaptive DBS approaches and biomarker strategies to preserve cognitive function while maintaining motor…

Why It Matters

It has translational value by highlighting actionable paths—adaptive stimulation paradigms, anatomical/parameter optimization, and biomarker development—to reduce cognitive side effects of DBS and better personalize neuromodulation in PD, though it remains a heterogeneous review rather than new…

E
Mechanistic Research and Therapeutic Prospects of Alternative Splicing in Neurodegenerative Diseases.
PMID 41962593 Published: 2026-04-08 Ingested: 2026-04-28 08:58 PM Ageing research reviews
AI 60.0
Base 40.0
Rank 38.5
AI Summary

This review summarizes how alternative splicing contributes to neurodegenerative diseases, highlights dysregulated splicing of SNCA and PARK2 in Parkinson's disease, and surveys emerging splicing-based therapies and biomarkers.

Why It Matters

By cataloging disease-relevant splicing events and therapeutic approaches (e.g., antisense oligonucleotides, RBP modulation), the paper points to actionable targets and biomarker strategies that can inform Parkinson's translational research.

E
AI 58.0
Base 40.0
Rank 38.5
AI Summary

Introduces ProtoSleepNet, an interpretable prototype-based multimodal sleep staging model that achieves high accuracy and produces prototype-grams which discriminate Parkinson's and Alzheimer's patients from controls by capturing disease-linked sleep microstructure alterations.

Why It Matters

Provides a scalable, explainable method to derive objective sleep microstructure biomarkers useful for early detection, patient stratification, and trial endpoints in Parkinson's research, enabling translational biomarker-driven therapeutic efforts despite lacking direct molecular or target-level…

E
AI 55.0
Base 40.0
Rank 38.5
AI Summary

Longitudinal analysis of 337 PPMI patients shows that depression and cognitive impairment independently and jointly mediate the effect of REM sleep behavior disorder on activities of daily living in PD, with mediating effects increasing over time.

Why It Matters

Provides clinically actionable insight that early detection and treatment of depression and cognitive decline (and possibly RBD-targeted care) could preserve function in PD, though it offers limited mechanistic or molecular therapeutic targets for drug discovery.

E
Integrative Advances in Parkinson's Disease: Pathophysiology, Diagnostics, Therapeutics, and Experimental Modeling.
PMID 42007865 Published: 2026-04-20 Ingested: 2026-04-28 08:58 PM Restorative neurology and neuroscience
AI 52.0
Base 40.0
Rank 38.5
AI Summary

This review synthesizes recent advances in PD pathophysiology, patient-derived iPSC models, 3D bioprinting, animal models, imaging, and biomarker discovery and advocates cross-platform integration to improve translational relevance.

Why It Matters

It is relevant to therapeutic discovery because it highlights patient-specific cellular and bioengineered platforms and diagnostic biomarkers that could raise the predictive validity of preclinical studies and accelerate identification of disease-modifying therapies, although it offers limited new…

E
Insomnia, sleep duration and incident Parkinson's disease in the Finnish population cohort.
PMID 41971050 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Brain communications
AI 52.0
Base 40.0
Rank 38.5
AI Summary

In a 73,281-person Finnish cohort with ~25 years mean follow-up, self-reported frequent insomnia and an insomnia polygenic risk score were modestly associated with higher incident Parkinson's disease risk, whereas sleep duration was not.

Why It Matters

This supports insomnia as a potential modifiable risk factor and biomarker for PD—worthy of mechanistic follow-up and prevention/intervention trials—even though the effect is modest and not yet linked to a specific therapeutic target.

E
Single-photon emission computed tomography 123I-ioflupane imaging in CSF1R mutation carriers.
PMID 41988895 Published: 2026-04-16 Ingested: 2026-04-28 08:58 PM Neurologia i neurochirurgia polska
AI 45.0
Base 40.0
Rank 38.5
AI Summary

SPECT 123I-ioflupane imaging in four CSF1R mutation carriers found preserved presynaptic dopamine transporter binding in three patients with parkinsonism, indicating motor deficits may arise from white-matter/ connectivity disruption rather than primary nigrostriatal degeneration.

Why It Matters

Although sample size is small, the finding links CSF1R-related microgliopathy to non-dopaminergic mechanisms of parkinsonism, pointing toward microglial/white-matter–targeted therapeutic strategies rather than classic dopaminergic approaches for this subtype.

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