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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
E
Spermidine in the aging brain: mechanisms, preclinical evidence, and clinical perspectives.
PMID 42012729 Published: 2026-04-21 Ingested: 2026-04-28 08:58 PM Molecular biology reports
AI 70.0
Base -
Rank -
AI Summary

Review synthesizing spermidine's mechanisms, preclinical neuroprotective data, and clinical perspectives in the aging brain, highlighting autophagy induction, mitochondrial support, and anti-inflammatory effects.

Why It Matters

Spermidine engages pathways (autophagy, mitochondrial health, inflammation) directly relevant to alpha-synuclein clearance and neurodegeneration and represents a repurposable, translational candidate for Parkinson's-focused interventions.

E
LRRK2 and GBA1 in Lewy body diseases: neuropathological subtypes at opposite ends of a spectrum?
PMID 42045964 Published: 2026-04-27 Ingested: 2026-04-28 08:58 PM Molecular neurodegeneration
AI 65.0
Base -
Rank -
AI Summary

Review comparing LRRK2- and GBA1-associated Lewy body disease neuropathology and proposing these genetic subtypes occupy opposite ends of a pathogenic spectrum.

Why It Matters

By contrasting LRRK2-linked kinase-related mechanisms with GBA1-driven lysosomal dysfunction, the paper highlights actionable, genotype-driven targets and stratification strategies relevant to therapeutic development and biomarker-driven trials.

E
Pharmacological modulation of CXCL12/CXCR4/ACKR3 for brain disorders - an overview.
PMID 42026661 Published: 2026-04-23 Ingested: 2026-04-28 08:58 PM Cell communication and signaling : CCS
AI 40.0
Base -
Rank -
AI Summary

A review of pharmacological modulation of the CXCL12 chemokine axis (CXCR4/ACKR3) in brain disorders, describing receptor signaling, pathophysiological roles, and available modulators.

Why It Matters

The CXCL12/CXCR4/ACKR3 axis links to neuroinflammation, neuroprotection, BBB integrity and has existing drugs (e.g., CXCR4 antagonists) that could be repurposed for Parkinson's-related neuroinflammatory or neuroprotective strategies, but the paper appears to be a broad review with no PD-specific…

E
Q.Clear reconstruction shortening the scanning time for 11C-CFT brain PET/MR imaging.
PMID 42029865 Published: 2026-04-24 Ingested: 2026-04-28 08:58 PM EJNMMI physics
AI 30.0
Base -
Rank -
AI Summary

This methods-focused study evaluates Q.Clear PET image reconstruction to shorten scan time for 11C-CFT brain PET/MR imaging, a dopamine transporter (DAT) radioligand used in Parkinsonian biomarker imaging.

Why It Matters

Improving scan speed and image quality for DAT PET could enhance clinical throughput, patient tolerance, and feasibility of longitudinal or larger biomarker studies relevant to Parkinson's diagnosis and trial enrollment, but it provides limited direct therapeutic discovery insights.

E
In silico analysis of PERK interactions with engineered alpha lactalbumin peptides using molecular dynamics simulations.
PMID 42031872 Published: 2026-04-24 Ingested: 2026-04-28 08:58 PM Scientific reports
AI 20.0
Base -
Rank -
AI Summary

Computational molecular dynamics study modeling interactions between the ER stress kinase PERK and engineered alpha‑lactalbumin peptides.

Why It Matters

Peripheral relevance to Parkinson's because PERK/ER stress is implicated in PD, but the lack of an abstract, absence of alpha‑synuclein, mitochondrial, lysosomal or in vivo data, and no clear translational path make this low priority for therapeutic discovery.

E
Predicting disease outcomes from remote monitoring using machine learning: a systematic review.
PMID 42035089 Published: 2026-04-25 Ingested: 2026-04-28 08:58 PM BMC medical informatics and decision making
AI 18.0
Base -
Rank -
AI Summary

Systematic review of machine‑learning methods applied to remote monitoring for predicting disease outcomes, focused on methodological performance rather than biological mechanisms.

Why It Matters

Improving remote monitoring and ML-derived digital biomarkers can help Parkinson’s trial design and outcome measurement but the paper offers limited direct insight for therapeutic targets or mechanistic discovery.

E
In brief: New warnings for carbidopa/levodopa products.
PMID 42024127 Published: 2026-04-27 Ingested: 2026-04-28 08:58 PM The Medical letter on drugs and therapeutics
AI 15.0
Base -
Rank -
AI Summary

A brief regulatory/clinical note reporting newly issued warnings for carbidopa/levodopa products, with no new mechanistic or preclinical data provided.

Why It Matters

Relevant for clinical management and patient safety in Parkinson's disease but offers minimal actionable insight for therapeutic discovery, mechanisms, or biomarker development.

E
Dyskinesia-Hyperpyrexia Syndrome Following Subthalamic Deep Brain Stimulation, a Case Report.
PMID 41992639 Published: 2026-04-16 Ingested: 2026-04-28 08:58 PM Movement disorders clinical practice
AI 15.0
Base -
Rank -
AI Summary

A single-case report describing onset of dyskinesia-hyperpyrexia syndrome after subthalamic nucleus deep brain stimulation for Parkinsonism.

Why It Matters

Clinically useful for recognizing and managing a rare DBS complication, but offers limited mechanistic insight or direct therapeutic targets for Parkinson's disease drug discovery.

E
Multiple attention based deep multimodal fusion network for glaucoma and neurodegenerative disease diagnosis.
PMID 42036466 Published: 2026-04-26 Ingested: 2026-04-28 08:58 PM Scientific reports
AI 12.0
Base -
Rank -
AI Summary

Based on the title (no abstract provided), the paper appears to describe a multiple-attention deep multimodal fusion network for diagnosing glaucoma and neurodegenerative diseases.

Why It Matters

Low direct value for Parkinson's therapeutic discovery—may help in diagnostic/biomarker detection but lacks mechanistic, intervention, or translational therapeutic insights relevant to PD.

E
Prodromal neurology: Is this the end of semiology?
PMID 42034585 Published: 2026-04-21 Ingested: 2026-04-28 08:58 PM Journal of the neurological sciences
AI 12.0
Base -
Rank -
AI Summary

Likely an opinion/review arguing that traditional clinical semiology is being supplanted by prodromal/neurobiological approaches to neurology, but provides little direct experimental data or actionable therapeutic mechanisms.

Why It Matters

Highlights the importance of identifying prodromal signs and biomarkers relevant to early Parkinson's detection and trial enrollment, but the missing abstract and probable conceptual focus limit immediate translational or drug-discovery utility.

E
Paroxysmal dyspnea in multiple system atrophy: a case of severe floppy arytenoid.
PMID 41989702 Published: 2026-04-16 Ingested: 2026-04-28 08:58 PM Acta neurologica Belgica
AI 5.0
Base -
Rank -
AI Summary

Case report describing paroxysmal dyspnea in a patient with multiple system atrophy attributed to a severe floppy arytenoid causing intermittent airway obstruction.

Why It Matters

Minimal value for Parkinson's therapeutic discovery—offers a clinical caution about respiratory complications in atypical parkinsonism but lacks mechanistic insights, biomarkers, or actionable therapeutic leads relevant to PD drug development.

E
Pickleball Tremor.
PMID 41969174 Published: 2026-04-13 Ingested: 2026-04-28 08:58 PM Movement disorders clinical practice
AI -
Base -
Rank -
AI Summary

Not AI summarized yet.

Why It Matters

Pending deeper interpretation.

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