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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
Braking Parkinson's progression: the hypothetical druggable role of striatal parvalbumin interneurons.
PMID 41951621 Published: 2026-04-08 Ingested: 2026-04-28 08:58 PM NPJ Parkinson's disease
AI 68.0
Base 55.5
Rank 53.2
AI Summary

This review proposes that striatal parvalbumin interneurons (PVINs) — early integrators of dopaminergic, inflammatory, and network signals and a principal source of striatal GDNF — undergo a compensatory-to-degenerative shift that promotes maladaptive synaptic plasticity in Parkinson's disease and…

Why It Matters

By centering PVINs and their GDNF/inflammatory signaling as mechanistic links between early striatal remodeling and disease progression, the paper identifies a focused, translationally relevant target space for neuroprotection and circuit-based therapies, even though the claims are largely…

D
Efficacy and safety of apomorphine in the treatment of Parkinson's disease: a systematic review and meta-analysis of randomized controlled trials.
PMID 42027696 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Therapeutic advances in neurological disorders
AI 68.0
Base 55.5
Rank 53.2
AI Summary

Systematic review and meta-analysis of 13 randomized trials (557 patients) finding apomorphine—especially intermittent subcutaneous injection—significantly improves motor symptoms and reduces OFF time in Parkinson’s disease versus placebo, at the cost of increased mild-to-moderate adverse events.

Why It Matters

Delivers actionable clinical evidence on optimal apomorphine delivery routes for on-demand symptom control and trial design, improving translational decision-making for symptomatic therapies though it provides little new mechanistic or disease-modifying insight.

D
Neuroprotective Mechanisms of Erucin: Therapeutic Pathways in Neurodegenerative Disorders.
PMID 41930760 Published: 2026-03-25 Ingested: 2026-04-28 08:58 PM Current neuropharmacology
AI 48.0
Base 55.5
Rank 53.2
AI Summary

This review compiles preclinical evidence that the isothiocyanate erucin, a compound from cruciferous vegetables, may protect neurons via antioxidant, anti-inflammatory, and neurotrophic mechanisms and summarizes limited pharmacokinetic and model data with tentative relevance to AD and PD.

Why It Matters

Highlights a biologically plausible, naturally derived compound with translational potential for Parkinson's-related neuroprotection but is limited by being a general review with sparse PD-specific mechanistic or efficacy data, so it is a modest-priority lead for follow-up studies.

D
Seeing Invisible Oligomers: Rethinking α-Synuclein Pathology Through Proximity Ligation Assay.
PMID 42036389 Published: 2026-04-26 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 75.0
Base 55.2
Rank 52.9
AI Summary

This Perspective presents the alpha-synuclein proximity ligation assay (αSYN-PLA) that reveals widespread, non-inclusion oligomeric α-synuclein pathology—including in LB-negative LRRK2 PD—and discusses antibody strategies, structural implications, temporal dynamics, and clinical applications as…

Why It Matters

By detecting previously invisible oligomeric species in situ and framing PLA as a tool for patient stratification, target validation, and pharmacodynamic readouts, the paper offers a directly translatable approach to accelerate oligomer-focused biomarker development and therapeutic discovery for…

D
Disruption of Synaptic Vesicle Trafficking in Alzheimer's and Parkinson's Disease: Mechanisms and Therapeutic Implication.
PMID 41977275 Published: 2026-03-28 Ingested: 2026-04-28 08:58 PM International journal of molecular sciences
AI 72.0
Base 55.2
Rank 52.9
AI Summary

Mechanistic review focusing on how disruptions of the synaptic vesicle trafficking cycle—driven in PD by alpha-synuclein aggregation and LRRK2-Rab trafficking defects—contribute to presynaptic dysfunction and summarizes mechanism-oriented therapeutic strategies.

Why It Matters

By organizing presynaptic pathology around the vesicle cycle and highlighting PD-relevant targets (α-synuclein, LRRK2/Rab) and intervention strategies, the review provides a useful, translationally-relevant framework to guide target selection and early-stage therapeutic development for Parkinson's…

D
Co-Aggregation of Amyloidogenic Proteins in Age-Related Neurodegenerative Diseases.
PMID 42031321 Published: 2026-04-22 Ingested: 2026-04-28 08:58 PM Ageing research reviews
AI 70.0
Base 55.2
Rank 52.9
AI Summary

This review reframes age-related neurodegeneration as driven by heterotypic co-aggregation of amyloidogenic proteins (α-synuclein, tau, Aβ, TDP-43), synthesizing biophysical, cellular, animal, and human data on cross-seeding and shared vulnerability pathways and highlighting translational…

Why It Matters

By centering α-synuclein's interactions with other amyloid proteins and implicating proteostasis, lysosomal/autophagy dysfunction, and membrane/redox changes, the paper points to actionable biomarker strategies and multi-target therapeutic approaches directly relevant to Parkinson's drug discovery…

D
Revitalizing mitochondrial quality control: targeting mitochondria-derived vesicles in Parkinson's disease.
PMID 41916468 Published: 2026-03-29 Ingested: 2026-04-28 08:58 PM Biochemical pharmacology
AI 70.0
Base 55.2
Rank 52.9
AI Summary

This review synthesizes current knowledge of mitochondria-derived vesicles (MDVs) as a distinct mitochondrial quality control pathway—covering MDV biogenesis, trafficking, clearance, roles in inter-organelle signaling and intercellular communication—and links MDV dysfunction to Parkinson's disease…

Why It Matters

By highlighting MDVs as an actionable, mitophagy-independent mechanism for selective mitochondrial repair and clearance, the paper identifies novel targets and biomarker opportunities that could enable mitochondria-focused, disease-modifying interventions for PD.

D
[Molecular Imaging of Tau and α-Synuclein Pathologies: Technical Advances, Challenges, and Opportunities].
PMID 41895301 Published: 2026-03-27 Ingested: 2026-04-28 08:58 PM Fortschritte der Neurologie-Psychiatrie
AI 70.0
Base 55.2
Rank 52.9
AI Summary

Review of technical advances, validation, and clinical application of tau and α-synuclein PET tracers—highlighting second-generation tau tracers (e.g., [18F]PI-2620) and emerging α-synuclein tracer [18F]ACI-12589—that improve differentiation of atypical parkinsonian syndromes.

Why It Matters

Provides high translational value by describing biomarkers that can improve differential diagnosis, patient stratification, and therapy monitoring in disease‑modifying Parkinson's trials, though it is a review rather than primary therapeutic discovery work.

D
Predicting Long-Term Depression Progression in Parkinson's Disease: A Machine-Learning Survival Analysis and Risk Score.
PMID 41902606 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM CNS neuroscience & therapeutics
AI 65.0
Base 55.2
Rank 52.9
AI Summary

The authors developed an explainable machine-learning survival model and integer risk score using baseline clinical, autonomic, cognitive and mood measures in de novo PD patients to predict long-term progression of depression (test C-index 0.744) and stratify patients into low/moderate/high risk.

Why It Matters

Although not mechanistic, the tool enables early risk stratification and trial enrichment and highlights autonomic, sleep, cognitive and gut-related features that can guide personalized monitoring and targeted nonpharmacologic or pharmacologic interventions to prevent or mitigate depression in…

D
Fatigue in Parkinson's disease and management with NIBS.
PMID 42002675 Published: 2026-04-20 Ingested: 2026-04-28 08:58 PM Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology
AI 45.0
Base 55.2
Rank 52.9
AI Summary

Targeted review of Parkinson's disease–related fatigue that highlights preliminary evidence for rTMS and tDCS reducing fatigue and improving cognitive processing but notes small sample sizes, heterogeneous protocols, and limited standardized outcomes.

Why It Matters

Points to a clinically important, under-treated non-motor symptom and identifies non-invasive brain stimulation as a translational, symptomatic intervention that warrants well-designed randomized trials to optimize parameters and confirm long-term efficacy.

D
Neuroprotective Role of DING Protein in Normal Aging and Alzheimer's Disease.
PMID 42016909 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Archives of internal medicine research
AI 45.0
Base 55.2
Rank 52.9
AI Summary

The paper reports that DING, a phosphatase found in human brain and derived from St. John's wort, reduces Tau phosphorylation and increases neuronal survival in PC12 cells and correlates with lower phospho‑Tau in a small postmortem human cohort.

Why It Matters

DING's neuroprotective, Tau‑dephosphorylating activity points to a potentially broad neuroprotective mechanism that could be explored for Parkinson's-related neurodegeneration, but the evidence is limited (small human sample, in vitro models) and it lacks direct data on alpha‑synuclein,…

D
Design of a deep learning prediction model for Alzheimer's and Parkinson's Disease using MRI images.
PMID 42038539 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in artificial intelligence
AI 40.0
Base 55.2
Rank 52.9
AI Summary

The paper presents a high-accuracy (97.4%) deep-learning pipeline—using InceptionGAN augmentation, ConvNeXt and MaxViT feature extractors with Cross-Fusion Attention and hyperparameter optimization (Bayesian + genetic algorithms)—for classifying Alzheimer's and Parkinson's disease from brain MRI…

Why It Matters

This work could improve MRI-based diagnosis and patient stratification for clinical studies, but it provides little actionable biological insight or direct therapeutic targets for Parkinson's disease drug discovery.

D
AI 38.0
Base 55.2
Rank 52.9
AI Summary

Small cross-sectional study of 20 Ghanaian PD patients found high rates of malnutrition (≈75%), sarcopenia (45%) and constipation (80%), low caloric/protein intake linked to lower BMI/body fat, thigh circumference inversely correlated with disease duration, and protein intake inversely correlated…

Why It Matters

Identifies modifiable nutritional deficits and sarcopenia as actionable targets for symptomatic management and multidisciplinary interventions in PD—especially in resource-limited settings—though the small sample and lack of mechanistic data limit direct therapeutic-discovery impact.

D
Comparative Analysis of the Effect of Uridine on Oxidative and Energy Metabolism in the Blood during Administration of Rotenone and 6-Hydroxydopamine in Rats.
PMID 41944949 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Bulletin of experimental biology and medicine
AI 68.0
Base 55.1
Rank 52.8
AI Summary

In rotenone and 6-OHDA rat models of Parkinson's, systemic uridine (30 mg/kg for 28 days) reduced peripheral lymphocyte SDH and LDH hyperactivity and serum lipid peroxides, and this effect was abolished by the mitoKATP inhibitor 5-hydroxydecanoate, implicating mitoKATP-mediated mitochondrial…

Why It Matters

Suggests a repurposable metabolite (uridine) that targets mitoKATP to modulate mitochondrial function and systemic oxidative biomarkers in PD models, providing a mechanistic, mitochondria-focused lead and peripheral biomarker strategy for translational follow-up despite lack of direct CNS…

D
AI 65.0
Base 55.0
Rank 52.8
AI Summary

Multimodal imaging of >300 PD-spectrum participants reveals stage-dependent corticostriatal reorganization: early hyperconnectivity between the posterior caudate and primary motor cortex peaking around ~50% putaminal dopamine loss, and progressive loss of posterior putamen–posterior cortical…

Why It Matters

Provides stage-specific functional circuit biomarkers that can inform disease staging and the timing/targets for circuit-level interventions (e.g., neuromodulation) despite limited direct molecular or druggable targets.

D
Discordance Between Striatal Dopaminergic Imaging and Motor Performances in REM Sleep Behavior Disorder.
PMID 41907062 Published: 2026-06-01 Ingested: 2026-04-28 08:58 PM Neurology open access
AI 62.0
Base 55.0
Rank 52.8
AI Summary

Multicenter study of 108 idiopathic RBD patients found 40% discordance between striatal dopaminergic imaging and quantitative motor testing, with a motor-slowing/DAT-normal subgroup showing worse cognition and autonomic dysfunction, suggesting a more diffuse progression pattern.

Why It Matters

Demonstrates that DaT-SPECT alone may miss clinically relevant prodromal phenotypes, supporting multimodal biomarker and phenotypic stratification to improve patient selection and outcome measures for Parkinson's therapeutic trials.

D
Clinical Spectrum of SEZ6L2 Autoimmunity: A Case Report and Systematic Review.
PMID 41961337 Published: 2026-04-10 Ingested: 2026-04-28 08:58 PM Cerebellum (London, England)
AI 55.0
Base 53.1
Rank 52.6
AI Summary

Case report plus systematic review (19 patients) describing SEZ6L2 autoimmunity as a rare cause of subacute cerebellar ataxia frequently accompanied by cognitive dysfunction and parkinsonism, with ~47% showing partial improvement after immunotherapy.

Why It Matters

Identifies an antibody-associated, immunotherapy-responsive syndrome that can present with parkinsonism and cognitive decline, offering a diagnostic biomarker (SEZ6L2 antibodies) and a potential immunomodulatory treatment angle for a subset of PD-like presentations.

D
Glycolysis as a central pathological axis in neurodegenerative diseases.
PMID 42043421 Published: 2026-04-23 Ingested: 2026-04-28 08:58 PM Reviews in the neurosciences
AI 72.0
Base 54.7
Rank 52.5
AI Summary

A broad, up-to-date review positioning glycolysis and cell type–specific metabolic reprogramming as a central pathological axis across neurodegenerative diseases and summarizing actionable targets (e.g., PFKFB3, ANLS, microglial glycolysis), multimodal measurement methods, and therapeutic…

Why It Matters

For Parkinson’s research it highlights modifiable metabolic pathways and translational tools that could yield repurposable targets and biomarkers, albeit with limited PD-specific causal data and important cell type/stage complexities to address.

D
Cerebellar oligodendrocytic α-synuclein pathology and dentate nucleus neuronal hypertrophy in Parkinson's disease.
PMID 41957057 Published: 2026-04-09 Ingested: 2026-04-28 08:58 PM Scientific reports
AI 70.0
Base 54.7
Rank 52.5
AI Summary

Postmortem analysis reveals alpha-synuclein inclusions in cerebellar oligodendrocytes, concurrent myelin rarefaction, and hypertrophy of dentate nucleus neurons in idiopathic Parkinson’s disease.

Why It Matters

By implicating oligodendroglial alpha-synucleinopathy and impaired glial–neuronal metabolic coupling in cerebello–basal ganglia circuits, the study uncovers a novel, actionable mechanism with potential biomarker and therapeutic targets (oligodendrocytes/myelin and alpha-syn clearance) for PD.

D
AI 69.0
Base 54.7
Rank 52.5
AI Summary

Using human iPSC-derived microglia, the study shows IFNγ reprograms microglial metabolism and lipidome toward a resolving-like phenotype that partially counteracts α-synuclein PFF-driven harmful secretome effects on human dopaminergic neurons.

Why It Matters

Identifies actionable immunometabolic and secretome-linked mechanisms (IFNγ signaling, TGM2, TGFβ1, glycolytic/tryptophan/phospholipid pathways) that can be targeted or used as biomarkers to modulate microglia-neuron interactions in α-synuclein-driven Parkinson's pathology.

D
AI 68.0
Base 54.7
Rank 52.5
AI Summary

Perspective proposing that hepatic stress—through bile acid–driven dysbiosis and mitochondrial antigen presentation—may expose mitochondrial antigens and elicit autoimmune responses that contribute to Parkinson's disease initiation and progression.

Why It Matters

Highlights a testable liver–mitochondria–immune axis that connects metabolism, microbiome, and immune activation and suggests new biomarker and therapeutic avenues (e.g., bile-acid modulation, microbiome or liver-targeted immune interventions), though the idea remains speculative and requires…

D
Radical Revelations: The Interplay of Nitrosative Stress, the Endocannabinoid System, and Treatment of Age-Related Disorders.
PMID 41898672 Published: 2026-03-20 Ingested: 2026-04-28 08:58 PM International journal of molecular sciences
AI 62.0
Base 54.7
Rank 52.5
AI Summary

A narrative review linking endocannabinoid system modulation to regulation of nitrosative stress and neuroinflammation, arguing that cannabinoid-based interventions may slow progression in neurodegenerative diseases including Parkinson's disease.

Why It Matters

Useful for Parkinson's drug discovery as it highlights nitrosative stress and ECS-targeting (possible repurposing of cannabinoids) as multi-mechanism therapeutic avenues, but its review-level scope and limited PD-specific mechanistic or preclinical/clinical actionable data reduce immediate…

D
Novel associations of VPS13C with phenotype and conversion of idiopathic REM sleep behavior disorder.
PMID 41981001 Published: 2026-04-14 Ingested: 2026-04-28 08:58 PM NPJ Parkinson's disease
AI 72.0
Base 54.5
Rank 52.3
AI Summary

This study finds significant enrichment of likely pathogenic VPS13C variants in idiopathic REM sleep behavior disorder (iRBD), especially the iRBD-first α-synucleinopathy subtype, and links carriers to worse RBD symptoms, autonomic and REM EEG abnormalities, and faster conversion to overt…

Why It Matters

By nominating VPS13C variants as a prodromal genetic marker that predicts phenotype severity and accelerated conversion, the work enables patient stratification for early intervention trials and supports functional follow-up of VPS13C-linked pathways (e.g., lysosomal/mitochondrial biology) for…

AI Summary

Real-world, open-label multicentre study of 50 advanced PD patients found subcutaneous foslevodopa/foscarbidopa infusion significantly improved motor function (UPDRS III), sleep and PDQ-8 quality-of-life scores with low dropout over 6–12 months across White and non-White cohorts.

Why It Matters

Provides clinically actionable evidence for a non-oral continuous levodopa delivery that addresses gastroparesis-related fluctuations and is tolerable across racial groups, supporting broader translational adoption for symptomatic management in advanced PD.

D
Longitudinal Evaluation of Neurological and Sensory Changes in Gaucher Disease: A Prospective Observational Cohort Study (SENOPRO).
PMID 42029604 Published: 2026-04-02 Ingested: 2026-04-28 08:58 PM Medical sciences (Basel, Switzerland)
AI 66.0
Base 53.7
Rank 51.6
AI Summary

A prospective cohort of Gaucher disease patients (22 baseline, 18 followed ~37 months) shows progressive subtle parkinsonism, increased non-motor symptoms including sleep disturbances, declining memory performance, high prevalence/progression of sensorineural hearing loss, and frequent multifocal…

Why It Matters

Because GBA1-linked lysosomal dysfunction is a major Parkinson's risk pathway, these longitudinal clinical and sensory measures offer natural-history data and candidate biomarkers that can inform patient stratification, monitoring, and design of GBA-targeted or lysosome-focused therapeutic trials.

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