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NARRATIVE VELOCITY ENGINE

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
C
Neuroinflammation, Autophagy, and Neurodegeneration: Mechanisms and Therapeutic Insights.
PMID 41918200 Published: 2026-03-30 Ingested: 2026-04-28 08:58 PM CNS & neurological disorders drug targets
AI 67.0
Base 71.2
Rank 68.0
AI Summary

This review links dysregulated neuroinflammation and autophagy (via mTOR/AMPK, inflammasomes, chaperone-mediated autophagy and impaired clearance of α-synuclein) to neurodegeneration and surveys therapeutic strategies—mTOR inhibitors, autophagy enhancers, inflammasome modulators, gene/RNA editing,…

Why It Matters

Relevant to Parkinson’s therapeutic discovery because it consolidates actionable targets and translational approaches (autophagy pathways, inflammasome/CMA modulation, biomarkers, gene/RNA therapies, and screening technologies) that can guide target selection and repurposing, although its value is…

C
Rosemary (Rosmarinus officinalis L.) and nervous system disorders: New findings on its neuroprotective properties.
PMID 42004516 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Iranian journal of basic medical sciences
AI 64.0
Base 71.2
Rank 68.0
AI Summary

This narrative review (2020–2025) compiles preclinical and limited clinical evidence that rosemary and its main constituents (rosmarinic, carnosic, ursolic acids) exert antioxidant, anti‑inflammatory, mitochondrial‑stabilizing, autophagy‑promoting and neurotransmitter‑modulating effects relevant to…

Why It Matters

It identifies PD‑relevant mechanisms (Nrf2 activation, NF‑κB inhibition, BDNF modulation, enhanced autophagic clearance, mitochondrial protection, and reduced protein aggregation) that support further lead optimization and translational work, but its utility is limited by being a narrative review…

AI Summary

A large propensity-matched EHR study finds that systemic autoimmune diseases broadly increase cerebrovascular risk (TIA, ischemic stroke) and show a more variable, disease-dependent association with incident Parkinson's and Alzheimer's disease; systemic corticosteroids had limited impact on…

Why It Matters

This paper signals that systemic inflammation and vascular comorbidity are important stratifiers and potential modifiable risk axes for PD research—supporting vascular surveillance, cohort stratification, and targeted mechanistic work on inflammation–vascular interactions rather than immediate…

C
AI 78.0
Base 71.1
Rank 67.9
AI Summary

The paper shows that astrocytic FABP5 is upregulated in MSA and, upon uptake of α-synuclein PFFs, drives TNFα-dependent inflammation and ferroptotic lipid peroxidation that depletes GPX3 and causes non-cell-autonomous oligodendrocyte death, while Fabp5 silencing rescues oligodendrocytes.

Why It Matters

Although centered on MSA, the study defines an actionable astrocyte-mediated pathway (FABP5 → TNFα → ferroptosis/GPX3 loss) linking α-synuclein pathology to glial-driven degeneration, highlighting targets and modalities (FABP5 inhibition, TNF modulation, ferroptosis/GPX3-directed therapies) with…

C
Distinct metabolic signatures of Alzheimer's and Parkinson's disease revealed through genetic overlap.
PMID 41966729 Published: 2026-04-10 Ingested: 2026-04-28 08:58 PM EBioMedicine
AI 80.0
Base 70.8
Rank 67.7
AI Summary

This integrated GWAS–metabolomics study shows Alzheimer’s and Parkinson’s disease have distinct metabolic-genetic architectures, with PD-associated shared loci enriched for mitochondrial function, vesicle trafficking, and stress-response signaling while many causal metabolite links were seen for AD.

Why It Matters

The PD-specific enrichment for mitochondrial, vesicle-trafficking, and stress-response pathways yields actionable mechanistic priorities for Parkinson’s therapeutic discovery and argues for genetically informed, metabolism-targeted strategies distinct from those for AD.

C
Foldamers rescue synucleinopathy phenotypes in multiple in vitro and in vivo models.
PMID 41920967 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM Science translational medicine
AI 88.0
Base 70.2
Rank 67.2
AI Summary

The paper presents SK-129, an oligoquinoline foldamer that preferentially binds neurotoxic α-synuclein oligomers, blocks α-synuclein (and α-synuclein–tau) aggregation and prion‑like spread, crosses the blood–brain barrier, and rescues pathology and survival across cellular, C. elegans, iPSC-derived…

Why It Matters

Provides a drug-like, BBB‑permeable molecule with demonstrated target engagement, in vivo efficacy, and activity against patient-derived seeding material—making it a strong, actionable preclinical candidate for Parkinson’s disease and related synucleinopathies.

C
The quest to restore neuronal structure: Targeting cytoskeletal proteins in neurodegenerative diseases.
PMID 41904011 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Advances in protein chemistry and structural biology
AI 73.0
Base 70.2
Rank 67.2
AI Summary

This review synthesizes evidence that cytoskeletal disruption (microtubules, actin, tau, neurofilaments, and α-synuclein) is a shared driver of neurodegeneration and surveys therapeutic approaches—cytoskeletal stabilizers, enhanced clearance, gene therapy/CRISPR, and nanodelivery—along with…

Why It Matters

By highlighting actin and α-synuclein-linked cytoskeletal dysfunction and mapping translational strategies and biomarker needs, the chapter identifies actionable pathways and modalities that could be prioritized for Parkinson's drug discovery and combination therapies.

C
When Pathways Converge: Iron, Lipid Peroxidation, and α-Synuclein in Ferroptosis-Driven Dopaminergic Neurodegeneration.
PMID 41968973 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM Journal of neurochemistry
AI 82.0
Base 69.8
Rank 66.8
AI Summary

Comprehensive review linking iron-driven lipid peroxidation, ferroptosis, and α-synuclein pathology as convergent mechanisms of dopaminergic neuron loss in Parkinson’s disease and summarizing preclinical evidence that pharmacological inhibition of ferroptosis is neuroprotective.

Why It Matters

Identifies actionable therapeutic targets (iron dyshomeostasis, lipid peroxidation, ferroptosis pathways) and translational strategies and biomarkers that could guide drug repurposing and development of neuroprotective treatments for PD.

C
AI 68.0
Base 69.3
Rank 66.4
AI Summary

The paper reports an Angiopep-2–decorated exosome–liposome hybrid that targets LRP-1, exhibits greater stability than exosomes alone, shows LRP-1–dependent uptake and lysosomal evasion in vitro, and crosses the barrier in zebrafish embryos.

Why It Matters

This represents a potentially useful BBB-targeting delivery platform for Parkinson's therapeutics, but its direct PD relevance is limited by absence of PD-specific cargo, mechanistic disease models, or mammalian in vivo efficacy data.

C
AI 65.0
Base 69.1
Rank 66.2
AI Summary

This review proposes that combined vitamin D3 and vitamin A therapy could synergistically activate the VDR-RXR heterodimer to upregulate neuroprotective genes and reduce inflammation/oxidative stress, and calls for molecular-to-clinical validation.

Why It Matters

Offers a repurposing-friendly, mechanistically plausible hypothesis linking VDR-RXR signaling to neuronal resilience that could direct preclinical PD studies and biomarker development, but is limited by being a speculative review with little PD-specific in vivo or clinical evidence.

C
Neuroprotective role of bilirubin in Parkinson's disease.
PMID 41948061 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in aging neuroscience
AI 75.0
Base 68.4
Rank 65.6
AI Summary

Review argues that physiological or mildly elevated bilirubin can protect nigrostriatal dopaminergic neurons via antioxidant, anti-inflammatory and anti-ferroptotic actions and by modulating developmental pathways (Nrf2, microglial M2 polarization, Wnt/β-catenin, Shh).

Why It Matters

Connects bilirubin to multiple PD-relevant, potentially druggable mechanisms (mitochondrial protection, Nrf2 activation, ferroptosis inhibition, immune modulation) that justify translational work on bilirubin-based therapies or mimetics despite current lack of direct interventional data.

C
AI 74.0
Base 68.4
Rank 65.6
AI Summary

This review compiles evidence that the TRPM2 Ca2+ channel modulates microglial activation and neuroinflammation across neurological models including Parkinson's disease, and that genetic or pharmacologic TRPM2 inhibition can reduce neuronal loss and glial reactivity though most studies use…

Why It Matters

TRPM2 is a druggable ion channel linking oxidative stress to microglial inflammation, making it a promising translational target for dampening neuroinflammation in Parkinson's disease provided selective inhibitors and cell-specific validation are developed.

C
AI 70.0
Base 68.4
Rank 65.6
AI Summary

Comprehensive review of endocannabinoid system dysregulation and cannabinoid ligands as anti-inflammatory and neuroprotective strategies across neurodegenerative diseases, outlining receptor-selective modulators, enzyme inhibitors, and novel ligand designs while emphasizing heterogeneous findings…

Why It Matters

Useful for Parkinson's drug discovery because it integrates mechanistic links between ECS, neuroinflammation and glial/synaptic dysfunction and highlights actionable pharmacological approaches (selective receptors, allosteric/dualsteric ligands, enzyme targets) that can guide target prioritization…

C
Neurotransmitter Dysregulation in Parkinson's Disease: Pathophysiological Insights and Therapeutic Perspectives.
PMID 41904982 Published: 2026-04-15 Ingested: 2026-04-28 08:58 PM ACS chemical neuroscience
AI 74.0
Base 68.1
Rank 65.4
AI Summary

Review synthesizing evidence that PD involves not only dopaminergic loss but widespread dysregulation of noradrenergic, serotonergic, cholinergic, glutamatergic and GABAergic systems interlinked with alpha-synuclein aggregation, mitochondrial dysfunction, oxidative stress, and neuroinflammation,…

Why It Matters

By integrating neurotransmitter-level mechanisms with core PD pathologies, the paper highlights multiple targetable pathways and repurposing opportunities that could guide development of multi-modal, disease-modifying therapies despite being a non-original, literature-review–style resource.

C
Glimepiride alleviates blood-brain barrier disruption and neuroinflammation in mice with intracerebral haemorrhage.
PMID 42046441 Published: 2026-12-01 Ingested: 2026-04-28 08:58 PM Annals of medicine
AI 66.0
Base 68.1
Rank 65.4
AI Summary

Glimepiride treatment in collagenase-induced ICH mice improved neurological function and reduced edema, hematoma volume, BBB leakage, neuroinflammation, and neuronal apoptosis via modulation of tight junction proteins, MMP-9, inflammatory markers, and apoptosis regulators.

Why It Matters

As an approved antidiabetic with reported neuroprotective effects, glimepiride's ability to preserve BBB integrity and dampen inflammation points to repurposing opportunities targeting mechanisms (BBB disruption, inflammation, cell death) that are relevant to Parkinson's disease neuroprotection,…

C
Acupuncture for Parkinson's disease: targeting programmed cell death mechanisms and therapeutic prospects.
PMID 42004433 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in neurology
AI 64.0
Base 68.1
Rank 65.4
AI Summary

This review synthesizes evidence that acupuncture may ameliorate Parkinson's disease by modulating multiple programmed cell death pathways (autophagy, apoptosis, pyroptosis, necroptosis, ferroptosis) and their intersections with neuroinflammation, mitochondrial dysfunction, oxidative stress, and…

Why It Matters

While primarily a non-pharmacological and literature-review paper with limited direct drug-development data, it highlights actionable PCD-related pathways and molecular nodes that could inform target selection, biomarker hypotheses, or adjunct therapeutic strategies in PD drug discovery.

C
Real-World Evidence on Statin Use for Traumatic Brain Injury Associated Degenerative Neurological Disorders.
PMID 41918954 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Therapeutics and clinical risk management
AI 52.0
Base 68.1
Rank 65.4
AI Summary

A retrospective, propensity‑matched TriNetX cohort of 21,427 TBI patients on continuous statins versus matched nonusers reported higher 5‑year risks of vascular and non‑vascular dementia, stroke, depression, and Parkinson's disease (PD HR 1.63; 95% CI 1.34–1.98).

Why It Matters

For Parkinson's drug discovery this real‑world signal argues against statin repurposing for post‑TBI neuroprotection, but its observational design and potential confounding limit mechanistic insight and point to the need for prospective, mechanism‑focused studies to guide targeted therapies.

C
Lysosomal homeostasis at the crossroads of neurodegeneration.
PMID 41919495 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM The Journal of clinical investigation
AI 78.0
Base 67.8
Rank 65.1
AI Summary

This review synthesizes evidence that hierarchical lysosomal repair pathways—ESCRT-mediated membrane resealing, lipid-centered recovery, lysophagy, and TFEB-driven lysosomal renewal—are central to neuronal resilience and are impaired in Parkinson's and other neurodegenerative diseases.

Why It Matters

By mapping specific, druggable nodes (ESCRT machinery, lipid transport/repair modules, lysophagy regulators, and TFEB transcriptional control) the paper highlights actionable targets and biomarker opportunities for therapies aimed at restoring lysosomal integrity to prevent neuronal loss in…

C
From metabolic substrate to epigenetic regulation: roles and mechanisms of lactylation in brain health and disease.
PMID 42027297 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in molecular neuroscience
AI 75.0
Base 67.8
Rank 65.1
AI Summary

This review argues that lactate-driven protein lactylation links metabolism to epigenetic regulation in the brain, influencing synaptic plasticity and neuroinflammation and implicating the lactate–lactylation axis in Parkinson's disease pathophysiology.

Why It Matters

Highlights lactylation as a novel, potentially drug‑targetable mechanism and source of biomarkers that ties metabolic dysfunction to neuroinflammation in PD, offering a promising but still early-stage avenue for therapeutic and diagnostic development.

AI Summary

Pilot multicenter randomized trial (n=80) comparing Mediterranean diet, structured physical activity, their combination, and standard care in people with Parkinson’s disease to assess intervention effects on the gut microbiome (16S vs third-generation sequencing) and associations with clinical…

Why It Matters

By testing a scalable, non-pharmacological combined lifestyle intervention and linking microbiome alterations to clinical outcomes and stage-specific biomarkers, the study could reveal modifiable gut–brain pathways and non-invasive markers useful for stratifying patients and guiding future…

C
AI 78.0
Base 67.6
Rank 65.0
AI Summary

This review evaluates antisense oligonucleotides targeting α-synuclein for Parkinson's disease and the potential of focused ultrasound–mediated blood–brain barrier opening to noninvasively deliver ASOs to deep brain regions, summarizing current data, gaps, and translational challenges.

Why It Matters

It highlights a high-translational strategy—combining mechanism-directed ASOs with clinically advancing FUS delivery—to address a major barrier to CNS therapeutics and accelerate development of disease-modifying treatments for PD.

C
Circadian disruption and its clinical implications in Parkinson's disease: A Narrative review.
PMID 41905255 Published: 2026-07-01 Ingested: 2026-04-28 08:58 PM Sleep medicine
AI 72.0
Base 67.6
Rank 65.0
AI Summary

Narrative review synthesizing molecular (clock genes, melatonin), neuropathological (SCN involvement, α-synuclein), animal and clinical evidence that circadian disruption contributes to motor and non-motor symptoms in Parkinson’s disease and summarizing interventions such as bright light therapy,…

Why It Matters

Connects mechanistic circadian pathways to clinically actionable, low-risk interventions (light, melatonin, chronotherapy) and thereby highlights tractable targets and repurposing opportunities to improve sleep, nocturnal symptoms, and quality of life in PD, guiding translational and clinical trial…

C
Cardiovascular Safety of Parkinson's Disease Therapies: A Comprehensive Review.
PMID 41992395 Published: 2026-04-17 Ingested: 2026-04-28 08:58 PM Cardiology in review
AI 58.0
Base 67.6
Rank 65.0
AI Summary

Systematic review of cardiovascular safety across Parkinson's treatments reporting that levodopa, ergot-derived dopamine agonists, entacapone, and selegiline are associated with cardiotoxic effects (orthostatic hypotension, arrhythmias, valvular abnormalities) while safinamide, non-ergot agonists,…

Why It Matters

Offers clinically actionable safety information to guide drug selection, monitoring, and trial design in PD therapeutic development and patient stratification, though it provides limited mechanistic or disease-modifying insights for discovery research.

C
Pink1 at the crossroads of aging, exercise, and diet in Parkinson's disease: a mechanistic review.
PMID 42038693 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in aging neuroscience
AI 74.0
Base 65.7
Rank 64.8
AI Summary

This review compiles evidence that Pink1-mediated mitophagy is suppressed by aging and high-fat diet but enhanced by exercise, linking these effects to dopaminergic neuron loss, α-synuclein aggregation, oxidative stress, and insulin resistance in Parkinson's disease.

Why It Matters

It highlights a mechanistically clear, actionable axis (Pink1/Parkin, PGC-1α, BDNF, inflammation) amenable to lifestyle interventions, biomarker pursuit, and mitochondria-targeted therapeutic strategies, offering translational opportunities despite being a review.

C
Glymphatic Dysfunction, Brain Damage, and Clinical Disability in Spinocerebellar Ataxia Type 3.
PMID 42003331 Published: 2026-04-20 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 68.0
Base 67.4
Rank 64.8
AI Summary

This MRI study finds reduced glymphatic function (lower DTI-ALPS index) in both premanifest and manifest SCA3 patients that correlates with greater disability, longer disease duration (emerging after ~3 years), cortical and subcortical atrophy, and white-matter microstructural loss.

Why It Matters

Though in SCA3, the observation that early glymphatic impairment links to protein-aggregation–related neurodegeneration supports targeting or monitoring glymphatic clearance as a translational biomarker/therapeutic axis potentially relevant to Parkinson's and other synucleinopathies.

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