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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
Mitochondrial Fission and Fusion Disorders and Autophagy Abnormalities in Parkinson's Disease.
PMID 41964742 Published: 2026-04-11 Ingested: 2026-04-28 08:58 PM Neurochemical research
AI 65.0
Base 17.8
Rank 18.1
AI Summary

A paper reviewing how disrupted mitochondrial fission/fusion dynamics and abnormal autophagy/mitophagy contribute to Parkinson's disease pathogenesis.

Why It Matters

Mitochondrial dynamics and autophagy are actionable, mechanistic pathways with direct therapeutic and biomarker potential for PD (e.g., Drp1/Mfn modulation, PINK1–Parkin pathway, autophagy enhancers), but the lack of an abstract and unknown study type/quality limit confidence in immediate…

E
Tear fluid as a novel specimen for detection of alpha-synuclein seeding activity in Parkinson's disease.
PMID 41963524 Published: 2026-04-10 Ingested: 2026-04-28 08:58 PM Scientific reports
AI 58.0
Base 17.8
Rank 18.1
AI Summary

The paper explores tear fluid as a noninvasive specimen for detecting alpha-synuclein seeding activity in Parkinson's disease.

Why It Matters

A validated tear-based alpha-synuclein seeding assay could provide a minimally invasive, clinically scalable biomarker for early diagnosis, patient stratification, and monitoring in PD trials—boosting translational and therapeutic development despite not directly proposing a treatment.

AI Summary

The paper reports that the SGLT2 inhibitor dapagliflozin reduces motor deficits in a 6‑OHDA Parkinson’s model and, through combined in vivo and in silico work, implicates modulation of α‑synuclein, A2A receptor, TH, TNF‑α and intrinsic apoptosis (APAF‑1/caspase‑3) pathways.

Why It Matters

This suggests a repurposing opportunity for an approved diabetes drug with anti‑inflammatory and anti‑apoptotic effects relevant to PD biology, improving translational potential despite limitations of the acute 6‑OHDA model and the missing abstract for full assessment.

E
AI 55.0
Base 17.8
Rank 18.1
AI Summary

This corrigendum refers to a study reporting that activation of α7 nicotinic acetylcholine receptors reduced α‑synuclein pathology in both brain and gut in a subacute MPTP mouse model of Parkinson’s disease.

Why It Matters

If robust, the finding supports a druggable α7 nAChR pathway that modulates α‑synuclein and the gut–brain axis—offering translational and repurposing potential—but interpretation is limited by the preclinical MPTP model, lack of the original abstract here, and the fact this document is a…

E
AI 54.0
Base 17.8
Rank 18.1
AI Summary

This study reports that curcumin and ferulic acid activate PPARγ–PGC1α signaling and rescue mitochondrial function in a 6‑OHDA cellular model of Parkinson's disease.

Why It Matters

Targeting the PPARγ–PGC1α mitochondrial biogenesis pathway is directly relevant to PD neurodegeneration and these natural compounds represent easily testable leads for neuroprotective repurposing, though findings are limited to an in vitro model and need in vivo/PK and efficacy validation.

E
Rab27b: A Modulator of Lysosomal Function and Alpha-Synuclein Clearance in Parkinson's Disease.
PMID 42020315 Published: 2026-04-22 Ingested: 2026-04-28 08:58 PM The Journal of neuroscience : the official journal of the Society for Neuroscience
AI 48.0
Base 17.8
Rank 18.1
AI Summary

The paper identifies Rab27b as a regulator of lysosomal function that promotes clearance of alpha-synuclein in Parkinson's disease models.

Why It Matters

By linking Rab27b to lysosomal degradation of alpha-synuclein, the study points to a potentially actionable target for therapies aimed at enhancing proteostasis in PD, though the absence of an abstract limits assessment of experimental rigor and translational readiness.

E
Lack of Cerebrospinal Fluid α-Synuclein Seeding in VPS35 D620N- and LRRK2 Y1699C-Linked Parkinson's Disease.
PMID 41912440 Published: 2026-03-30 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 48.0
Base 17.8
Rank 18.1
AI Summary

The study reports an absence of cerebrospinal fluid α-synuclein seeding activity in Parkinson's disease patients harboring VPS35 D620N or LRRK2 Y1699C mutations.

Why It Matters

Indicates pathological and biomarker heterogeneity in genetic PD—α-synuclein seeding assays may not detect disease in these subgroups, impacting patient stratification and the design of α-synuclein-targeted therapies and trials.

E
Continuous subcutaneous levodopa infusion in advanced Parkinson's disease patients with subthalamic nucleus deep brain stimulation.
PMID 41967387 Published: 2026-04-09 Ingested: 2026-04-28 08:58 PM Parkinsonism & related disorders
AI 30.0
Base 17.8
Rank 18.1
AI Summary

Clinical study evaluating the feasibility and clinical use of continuous subcutaneous levodopa infusion as an adjunct therapy in advanced Parkinson's disease patients who have subthalamic nucleus deep brain stimulation (abstract not provided).

Why It Matters

Offers clinically relevant information on combining advanced drug-delivery approaches with DBS for symptomatic management, which can inform translational care strategies but provides limited novel mechanistic or disease-modifying insights for therapeutic discovery.

E
AI 24.0
Base 17.8
Rank 18.1
AI Summary

This corrigendum updates a prior study on whether transanal irrigation for chronic constipation in Parkinson's patients can rebalance the gut microbiota.

Why It Matters

Gut–brain axis and a practical symptomatic intervention are relevant to Parkinson's, but as a corrigendum with no abstract and limited disease‑modifying or mechanistic data, its direct therapeutic discovery value is low to modest.

E
Patient-centered care for medical cannabis users: Parkinson's disease patients differ from others with chronic conditions.
PMID 42000418 Published: 2026-04-15 Ingested: 2026-04-28 08:58 PM Parkinsonism & related disorders
AI 22.0
Base 17.8
Rank 18.1
AI Summary

Survey/clinical study comparing patient-centered care and use patterns of medical cannabis in Parkinson's disease patients versus other chronic conditions, reporting that PD patients differ in needs or behaviors.

Why It Matters

Relevant for symptomatic management and designing patient-centered clinical trials for cannabis or other symptom-directed therapies in PD, but offers minimal mechanistic or therapeutic-discovery insight for disease-modifying drug development.

E
Reliability and validity of the supine-to-stand test in patients with Parkinson's disease.
PMID 41979791 Published: 2026-04-14 Ingested: 2026-04-28 08:58 PM Irish journal of medical science
AI 22.0
Base 17.8
Rank 18.1
AI Summary

Validation study assessing the reliability and validity of the supine-to-stand test in people with Parkinson's disease (no abstract provided).

Why It Matters

Establishes a potentially useful, reliable clinical outcome measure for functional mobility and fall-risk assessment in PD (helpful for trials and rehabilitation), but offers little mechanistic or therapeutic discovery insight.

E
Time Critical Medicine Sticker for Inpatients with Parkinson's Disease.
PMID 42043320 Published: 2026-04-24 Ingested: 2026-04-28 08:58 PM Irish medical journal
AI 15.0
Base 17.8
Rank 18.1
AI Summary

This paper appears to describe a 'time critical medicine' sticker intervention to prompt correct timing of Parkinson's medications for inpatients, but includes no abstract and no therapeutic mechanism or biomarker data.

Why It Matters

Improving inpatient medication timing can reduce clinical complications and is important for patient care, but the work offers little actionable insight for Parkinson's drug discovery or translational research.

E
Levodopa/Carbidopa Intestinal Gel (LCIG) Treatment in a Patient with Parkinson's Disease and Hemophilia A.
PMID 41927462 Published: 2026-04-02 Ingested: 2026-04-28 08:58 PM Movement disorders clinical practice
AI 15.0
Base 17.8
Rank 18.1
AI Summary

Case report describing use of continuous Levodopa/Carbidopa Intestinal Gel (LCIG) in a Parkinson's disease patient with Hemophilia A, focusing on feasibility and safety.

Why It Matters

Low discovery value for new PD therapeutics but offers practical clinical guidance on LCIG use and safety considerations in patients with bleeding disorders, informing patient selection and risk management rather than mechanistic or biomarker insights.

E
Enhancing artificial intelligence chatbot dependability in Parkinson's disease patients: future of care.
PMID 41971708 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Dementia & neuropsychologia
AI 12.0
Base 17.8
Rank 18.1
AI Summary

Paper appears to address improving the reliability of AI chatbots for supporting Parkinson's disease patients and future care models, but provides no abstract or mechanistic/therapeutic details.

Why It Matters

Improving chatbot dependability could help patient monitoring, education, and adherence, but it offers minimal direct insight or actionable leads for disease-modifying therapies or biomarkers.

E
Caregiver burden and its relationship with mood and insomnia severity in caregivers of patients with parkinson's disease.
PMID 41926027 Published: 2026-04-02 Ingested: 2026-04-28 08:58 PM Irish journal of medical science
AI 10.0
Base 17.8
Rank 18.1
AI Summary

This study examines associations between caregiver burden and mood and insomnia severity among caregivers of people with Parkinson's disease.

Why It Matters

Highlights the need to address caregiver mental health and sleep to improve patient care and trial retention, but provides minimal direct actionable insight for Parkinson's therapeutic target discovery.

E
Research on the imbalance of metal homeostasis and ferroptosis mechanisms in neurodegenerative diseases.
PMID 42006040 Published: 2026-06-01 Ingested: 2026-04-28 08:58 PM Global medical genetics
AI 62.0
Base 18.7
Rank 17.4
AI Summary

Large epidemiological and bibliometric study links exposure to several metals (notably iron, cadmium, lead, mercury) with increased neurodegenerative disease risk and mortality and identifies ferroptosis (GPX4, lipid peroxidation, NLRP3) as a central mechanistic hub connecting metal dyshomeostasis…

Why It Matters

For Parkinson's therapeutic discovery this paper strengthens the case for targeting ferroptosis and metal handling (iron chelation, GPX4 support, ferroptosis inhibitors) as translational strategies informed by population-level exposure data, though it lacks direct PD-specific mechanistic or…

E
AI 62.0
Base 16.5
Rank 17.0
AI Summary

In a rotenone-induced rat model of Parkinson's disease, the vasodilator naftidrofuryl produced neuroprotective effects associated with upregulation/modulation of PINK1/Parkin signaling and reduction of ER stress markers.

Why It Matters

Highlights repurposing potential for an approved drug that targets mitochondrial quality control and ER stress—mechanisms strongly implicated in PD—offering a tangible preclinical lead for further translational validation.

E
AI 42.0
Base 16.5
Rank 17.0
AI Summary

In an MPTP-induced rodent model of Parkinson’s disease, the plant sterol stigmasterol showed neuroprotective effects that the authors attribute to restoration of ubiquitin–proteasome system (UPS) gene expression.

Why It Matters

Targeting UPS dysfunction is directly relevant to proteostasis and alpha‑synuclein clearance, so a compound that restores UPS gene expression in vivo offers a plausible, actionable neuroprotective lead despite being preclinical and requiring further validation and translational assessment.

E
Targeting the BDNF/TrkB/CREB pathway: emerging strategies for neuroprotection in Parkinson's disease.
PMID 42043595 Published: 2026-04-27 Ingested: 2026-04-28 08:58 PM Molecular biology reports
AI 40.0
Base 16.5
Rank 17.0
AI Summary

A review proposing modulation of the BDNF/TrkB/CREB neurotrophic signaling axis as a neuroprotective strategy in Parkinson’s disease, covering therapeutic approaches such as BDNF delivery, TrkB agonists, gene therapy and lifestyle interventions.

Why It Matters

Targeting BDNF/TrkB/CREB is mechanistically relevant and offers multiple translational avenues to protect dopaminergic neurons, but the missing abstract and likely review nature limit immediate experimental or clinical actionability.

E
Scientists turn plastic waste into Parkinson's drug.
PMID 41912251 Published: 2026-03-30 Ingested: 2026-04-28 08:58 PM BMJ (Clinical research ed.)
AI 15.0
Base 16.5
Rank 17.0
AI Summary

A news-style claim that plastic waste was converted into a compound described as a potential Parkinson's drug, but no abstract or mechanistic, preclinical, or translational details are provided.

Why It Matters

If true, converting waste into novel chemical scaffolds could offer a green source of new lead compounds, but the lack of target, mechanism, validation, or models makes this of very limited immediate value for Parkinson's therapeutic discovery.

E
AI 5.0
Base 16.5
Rank 17.0
AI Summary

Retraction note for a study that reported effects of novel calpain inhibitors in a transgenic Parkinson's disease/dementia with Lewy bodies animal model; the original findings have been withdrawn.

Why It Matters

Although calpain inhibition is a biologically plausible neuroprotective avenue in PD, the retraction and lack of accessible data render this work unreliable and of minimal immediate value for therapeutic discovery.

E
AI 4.0
Base 16.5
Rank 17.0
AI Summary

This is a retraction note for a preclinical study that had reported timed-release titanate nanospheres delivering Cerebrolysin reduced Parkinson's-related brain pathology and improved behavioral outcomes, with no abstract provided.

Why It Matters

The retraction and missing abstract make the results unreliable and not actionable for therapeutic development, though the general idea of nanocarrier delivery of trophic/neuroprotective agents could be worth rigorous, reproducible follow-up if validated.

E
Movement Disorders in Scrub Typhus: A Systematic Review.
PMID 41939484 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Tremor and other hyperkinetic movements (New York, N.Y.)
AI 12.0
Base 16.3
Rank 16.9
AI Summary

Systematic review of 55 cases and cohort data describing a spectrum of movement disorders (most commonly opsoclonus-myoclonus and cerebellar syndromes, with parkinsonism in ~12.7% of cases) associated with scrub typhus that are typically reversible with generally good outcomes.

Why It Matters

Low direct value for Parkinson's therapeutic discovery, but it underscores infection-triggered, often inflammatory and reversible parkinsonism phenomena that are relevant for differential diagnosis and may marginally inform hypotheses about infection/inflammation contributing to movement-disorder…

E
Mitochondrial dysfunction in sleep deprivation.
PMID 42029781 Published: 2026-04-24 Ingested: 2026-04-28 08:58 PM Metabolic brain disease
AI 38.0
Base 16.2
Rank 16.8
AI Summary

Title-only report suggesting sleep deprivation drives mitochondrial dysfunction but provides no abstract or data.

Why It Matters

Mitochondrial dysfunction and sleep loss are relevant to Parkinson's pathogenesis and could point to modifiable risk factors or mitochondrial-targeted therapies, but the lack of detail prevents immediate translational or actionable value.

E
AI 14.0
Base 16.2
Rank 16.8
AI Summary

Protocol paper describing the INSPIRE randomized controlled trial evaluating an interdisciplinary, intersectoral care approach for Parkinson's patients in a specialized German network.

Why It Matters

Useful for clinical care delivery, trial design, and implementation insights but offers limited direct mechanistic or therapeutic-discovery value due to lack of intervention/biomarker details and no abstract provided.

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