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AI Parkinson’s Intelligence Terminal
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
AI 74.0
Base 65.7
Rank 61.8
AI Summary

In a BSSG-induced rat α-synucleinopathy model, prophylactic plus twice-weekly postinduction pioglitazone was well tolerated and most effectively reduced α-synuclein aggregates, preserved SNpc dopaminergic phenotype, and attenuated behavioural deficits.

Why It Matters

Provides actionable preclinical evidence for repurposing the PPARγ agonist pioglitazone as a schedule-dependent, potentially disease-modifying therapy for PD by linking a specific dosing regimen to aggregate reduction and neuroprotection, justifying further mechanistic and translational studies.

C
Marine bacterium Stutzerimonas stutzeri mitigates Parkinson's disease pathology in C. elegans via ferroptosis modulation.
PMID 41933141 Published: 2026-04-03 Ingested: 2026-04-28 08:58 PM Scientific reports
AI 74.0
Base 65.7
Rank 61.8
AI Summary

Dietary administration of the marine bacterium Stutzerimonas stutzeri protects against dopaminergic neuron loss, reduces α-synuclein levels, and improves motor and sensory phenotypes in C. elegans PD models via suppression of ferroptosis (restoring iron homeostasis, lowering lipid peroxidation, and…

Why It Matters

Provides a mechanistically actionable lead—ferroptosis modulation by a marine-derived microbe—with biomarker readouts and clear neuroprotective effects in vivo, offering a promising source of bioactive compounds for PD drug discovery that warrants validation in mammalian models.

C
AI 68.0
Base 65.7
Rank 61.8
AI Summary

This in vitro study shows an ethyl acetate licorice fruit extract—high in the flavonoid glabridin—protects PC12 cells from H2O2-induced oxidative damage by reducing ROS, restoring mitochondrial membrane potential, and lowering caspase-3 activity.

Why It Matters

By demonstrating mitochondrial and anti-apoptotic effects tied to a defined compound (glabridin), the work points to a tractable antioxidant lead with mechanistic relevance to Parkinson's-related oxidative stress that warrants isolation, target validation, and in vivo testing.

C
Preclinical Evaluation of Tradescantia spathacea Phenolic Extract-Loaded Silica in a Parkinson's Disease Model.
PMID 41900050 Published: 2026-03-12 Ingested: 2026-04-28 08:58 PM Molecules (Basel, Switzerland)
AI 68.0
Base 65.7
Rank 61.8
AI Summary

In a 6-OHDA rat model, intranasal silica nanoparticles loaded with Tradescantia spathacea phenolic extract (SiO2-TS) improved motor and anxiety-like behaviors and preserved dopaminergic neurons while reducing astrogliosis.

Why It Matters

Provides a potentially translatable neuroprotective approach combining intranasal nanoparticle delivery and plant-derived phenolics that reduces neuroinflammation and dopaminergic loss in a PD model, meriting further mechanistic, pharmacokinetic, and alpha-synuclein–relevant validation.

C
Exercise suppresses apoptosis for alleviating Parkinson's disease: effects on pathophysiological molecular pathways.
PMID 41972110 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in aging neuroscience
AI 68.0
Base 63.9
Rank 61.8
AI Summary

Narrative review synthesizing animal and limited human evidence that exercise mitigates dopaminergic neuron apoptosis in PD by modulating mitochondrial (AMPK/Sirt1/PGC-1α), neuroinflammatory (TLR/MyD88/NF-κB), and autophagy (CaMKII/Beclin1/p62) pathways.

Why It Matters

Identifies actionable molecular pathways linking exercise to neuroprotection—useful for designing nonpharmacologic interventions, biomarker-driven trials, or adjunctive therapeutic strategies—while flagging translational gaps due to limited human data and homogeneous exercise models.

C
HTRA1 and brain disorders: A balancing act across neurodegeneration and repair.
PMID 41932381 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM Progress in neurobiology
AI 65.0
Base 63.9
Rank 61.8
AI Summary

This review synthesizes evidence that the serine protease HTRA1 regulates brain proteostasis, ECM remodeling, and signaling (TGF-β, Wnt, Notch), has both protective and pathogenic roles, interacts with ApoE and tau, and presents biomarker and therapeutic targeting opportunities, with relevance…

Why It Matters

HTRA1 influences proteostasis, inflammation, and vascular/ECM integrity—mechanisms relevant to Parkinson’s pathobiology and drug targeting—so the review highlights a moderately actionable target space (including inhibitors and biomarkers), but it lacks direct, PD-specific links to core processes…

C
AI 62.0
Base 65.7
Rank 61.8
AI Summary

In a retrospective cross-sectional analysis of 184 PD patients (44 with STN-DBS), levodopa administration—independent of DBS status—was associated with increased motor asymmetry and higher axial-to-appendicular ratios, with a larger AAR change observed in the STN-DBS cohort.

Why It Matters

The study has moderate translational value because it informs clinical trial endpoint selection and patient stratification by showing that dopaminergic therapy can reshape motor phenotype, but it offers limited mechanistic targets or direct therapeutic leads for drug discovery.

C
AI 62.0
Base 65.7
Rank 61.8
AI Summary

Retrospective single-center study of 132 Parkinson's patients treated up to 13 years with an amantadine + MAO-B inhibitor + dopamine agonist regimen (with low‑dose levodopa only if needed) reported a modest early UPDRS III improvement, persistently low rates of dyskinesia and OFF periods, and…

Why It Matters

Clinically relevant, immediately actionable combination therapy using repurposed agents suggests a potential strategy to reduce levodopa exposure and limit dyskinesia, but the nonrandomized retrospective design means randomized controlled trials are required to validate efficacy and safety.

C
Integrating 3D bioprinting and neural stem cell therapy for central nervous system repair: implications for regenerative neurosurgery.
PMID 41982329 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in bioengineering and biotechnology
AI 59.0
Base 63.9
Rank 61.8
AI Summary

This review argues that combining 3D bioprinted scaffolds with neural stem cell therapy can address key barriers to CNS regeneration by detailing bioink/scaffold design, biophysical and biochemical cues, and summarizing 53 preclinical and 18 early clinical studies across spinal cord injury, stroke,…

Why It Matters

By synthesizing scaffold engineering, vascularization, immune compatibility, and GMP manufacturing challenges, the paper highlights practical strategies that could improve stem-cell survival, integration, and translational readiness for Parkinson’s cell-replacement and disease-modeling applications.

C
Perspective: Depression in Persons with Parkinson's Disease.
PMID 41916878 Published: 2026-03-31 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 52.0
Base 65.7
Rank 61.8
AI Summary

This perspective summarizes prevalence, diagnostic challenges, putative neurobiology (dopaminergic, serotonergic, noradrenergic systems and HPA axis), validated assessment tools, standard pharmacologic and psychotherapeutic treatments, and emerging methods (DBS, neuroimaging, ecological momentary…

Why It Matters

Clinically useful for improving identification and symptomatic management of depression in PD and for informing research on affective circuitry and neuromodulation, but offers limited direct insight into molecular disease-modifying targets for Parkinson's therapeutic discovery.

C
Targeting GPX4 in neurodegenerative disorder: Unlocking ferroptosis as a therapeutic frontier.
PMID 41962336 Published: 2026-04-08 Ingested: 2026-04-28 08:58 PM Tissue & cell
AI 70.0
Base 63.5
Rank 61.5
AI Summary

This review summarizes GPX4's central role in ferroptosis—covering glutathione metabolism, lipid peroxidation, and iron homeostasis—and surveys emerging pharmacological modulators with relevance to neurodegenerative diseases including Parkinson's.

Why It Matters

By linking GPX4 dysfunction to iron-dependent lipid peroxidation and cataloguing modulators, the paper highlights a tractable ferroptosis axis (oxidative/iron biology and glutathione metabolism) that could be exploited for Parkinson's drug discovery and repurposing efforts.

C
Periodic limb movements in Parkinson's disease: a critical review of pathophysiology and a framework for clinical management.
PMID 41986391 Published: 2026-04-15 Ingested: 2026-04-28 08:58 PM NPJ Parkinson's disease
AI 68.0
Base 62.9
Rank 61.0
AI Summary

This critical review summarizes the high prevalence, epidemiology, proposed mechanisms (iron deficiency, dopaminergic dysregulation, sympathetic overactivity), and current non-pharmacological and pharmacological management strategies (including dopamine agonists) for periodic limb movements in…

Why It Matters

By consolidating mechanistic hypotheses and treatment approaches—especially iron-related pathways and dopaminergic therapies—the paper highlights actionable targets and clinical strategies that could be pursued in translational studies to improve sleep and quality of life in PD patients.

C
The role of microbiota dysbiosis in Parkinson's disease: Pathophysiology and therapeutic opportunities.
PMID 41982910 Published: 2025-09-01 Ingested: 2026-04-28 08:58 PM Engineering microbiology
AI 68.0
Base 62.6
Rank 60.7
AI Summary

A review that links gut microbiota dysbiosis to Parkinson's pathophysiology and synthesizes microbiome-targeted therapeutic strategies—fecal microbiota transplantation, dietary interventions, and probiotics—aimed at modulating the gut-brain axis.

Why It Matters

It highlights the gut-brain axis as a translationally relevant target and compiles potential microbiome-based interventions that can be prioritized for preclinical validation and clinical trials in PD.

C
Indirect Striatal Projection Neurons Drive a D2 Receptor-Dependent Pathway to Dyskinesia and Dystonia.
PMID 42003734 Published: 2026-04-20 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 78.0
Base 64.2
Rank 60.6
AI Summary

Conditional deletion of D2 receptors from indirect-pathway striatal neurons in mouse models halved L-DOPA–induced abnormal involuntary movements and abolished D2-agonist–induced dyskinesia/dystonia while preventing recruitment of parvalbumin-positive GPe neurons.

Why It Matters

Provides causal, cell-type–specific evidence that indirect-pathway D2 receptors and their downstream GPe PV neuron activation drive L-DOPA-induced dyskinesia, pointing to targeted circuit- or cell-specific interventions (gene therapy, circuit modulators, or downstream signaling blockers) to reduce…

C
Biomimetic nanocarriers as advanced drug delivery strategies in neurological disorders.
PMID 41964934 Published: 2026-04-20 Ingested: 2026-04-28 08:58 PM Expert opinion on drug delivery
AI 65.0
Base 62.3
Rank 60.5
AI Summary

This review summarizes advances in biomimetic cell membrane-coated nanocarriers (from RBCs, platelets, immune, stem, and cancer cells) to improve BBB penetration, immune evasion, and targeted CNS delivery with applications including Parkinson's disease while highlighting challenges in…

Why It Matters

Provides a translationally relevant strategy to overcome blood–brain barrier delivery hurdles for Parkinson's therapeutics—potentially enabling more effective brain delivery of existing or new drugs even though it does not propose specific PD-targeted mechanisms or candidate therapeutics.

C
AI 63.0
Base 62.3
Rank 60.5
AI Summary

This is a broad review cataloging plant-derived peptides with reported neuroprotective actions—attenuating oxidative stress and inflammation, preserving mitochondria, modulating apoptosis and inhibiting toxic protein aggregation—but it is not Parkinson's-specific and notes BBB/bioavailability and…

Why It Matters

The review highlights multiple mechanisms (mitochondrial protection, anti-inflammatory effects, aggregation inhibition) that are directly relevant to Parkinson's therapeutic targets and provides a useful source of peptide leads for follow-up PD-focused validation and optimization despite…

C
Re-conceptualizing Parkinson's disease as a lifelong neurobiological trajectory: A framework for prevention.
PMID 42023271 Published: 2026-03-01 Ingested: 2026-04-28 08:58 PM Neuroprotection (Chichester, England)
AI 60.0
Base 62.3
Rank 60.5
AI Summary

This review reframes Parkinson's as a lifelong neurobiological trajectory in which early-life epigenetic, neuroimmune, and mitochondrial insults increase dopaminergic vulnerability and argues for prevention via lifestyle, enrichment, and public-health measures.

Why It Matters

Highlights actionable mechanistic pathways (epigenetics, neuroinflammation, mitochondrial dysfunction) that can guide biomarker development and early-intervention or prevention studies, though it offers limited direct, short-term therapeutic candidates.

C
Molecular Pathogenesis of Memory Impairment in Parkinson's Disease: An Exploration of Underlying Mechanisms.
PMID 42028419 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM Health science reports
AI 70.0
Base 62.0
Rank 60.2
AI Summary

Narrative review synthesizing animal and clinical evidence to map molecular mechanisms of memory impairment in Parkinson's disease, emphasizing dopamine depletion, alpha-synuclein pathology, neuroinflammation, oxidative stress, cholinergic dysfunction, impaired synaptic plasticity, cortical…

Why It Matters

Useful for therapeutic discovery because it consolidates multiple actionable target areas (inflammation, alpha‑synuclein, cholinergic and synaptic mechanisms, gut–brain interactions) to guide prioritization and repurposing, though its narrative review format and lack of novel data limit immediate…

C
Diabetic cerebral microvascular disorder: from key pathologies to targeted interventions.
PMID 42046408 Published: 2026-12-01 Ingested: 2026-04-28 08:58 PM Annals of medicine
AI 60.0
Base 62.0
Rank 60.2
AI Summary

Comprehensive review of diabetes-related cerebral microvascular structural and functional abnormalities and their links to neurological diseases, including a section discussing implications for Parkinson's disease and potential microcirculation-targeted interventions.

Why It Matters

By synthesizing mechanisms like BBB disruption, neurovascular uncoupling, inflammation and therapeutic approaches (lifestyle, glucose-lowering, vasoprotective strategies), the paper highlights indirectly actionable vascular and metabolic targets that could be explored to modulate vascular…

C
Sex Differences in Levodopa-Sparing Effect of Safinamide: Post-hoc Findings from a Multicenter, Longitudinal, Case-Control Study.
PMID 42015463 Published: 2026-04-21 Ingested: 2026-04-28 08:58 PM Movement disorders clinical practice
AI 70.0
Base 63.7
Rank 60.1
AI Summary

Post-hoc multicenter longitudinal case-control study found safinamide 100 mg reduced weight-adjusted levodopa dose and total LEDD more in women than men over ~9 months, while improving motor scores and reducing OFF time in both sexes.

Why It Matters

Shows a clinically actionable, sex-specific levodopa-sparing effect for an approved MAO-B inhibitor that could guide personalized adjunctive therapy to reduce dyskinesia risk and should be tested prospectively.

C
Neurochemical drivers of effort: The roles of dopamine and beyond in physical and cognitive exertion.
PMID 42000098 Published: 2026-04-16 Ingested: 2026-04-28 08:58 PM Neuroscience and biobehavioral reviews
AI 72.0
Base 61.6
Rank 59.9
AI Summary

A translational review arguing that motivation and effort arise from interactions between dopamine and multiple other neuromodulators (adenosine, GABA, serotonin, norepinephrine, acetylcholine) and metabolic signals, explaining persistent apathy/anhedonia in Parkinson's and recommending…

Why It Matters

Highlights non-dopaminergic contributors and potential repurposable targets for PD-related apathy/anhedonia, supporting biomarker-driven patient stratification and development of targeted symptomatic therapies when dopaminergic treatment is insufficient.

C
Targeting Alpha-Synuclein Aggregation With Chemical Chaperone IP-045: An Approach to Parkinson's Disease Therapy.
PMID 42003184 Published: 2026-05-01 Ingested: 2026-04-28 08:58 PM Drug development research
AI 80.0
Base 62.9
Rank 59.5
AI Summary

This paper describes IP-045, a novel small-molecule chemical chaperone that inhibits alpha-synuclein aggregation in vitro, reduces oxidative and ER stress in cell models, and improves motor, cognitive, and neuropathological outcomes in a rotenone rat model of Parkinson's disease.

Why It Matters

By directly targeting alpha-synuclein aggregation while also mitigating oxidative/ER stress and inflammation, IP-045 represents a translationally promising multi-target lead for disease-modifying PD therapies, although further pharmacokinetic, safety, and mechanistic validation is required.

C
TMBIM6 enhances dopaminergic neuron survival by modulating the IRE1a pathway in Parkinson's disease.
PMID 41932887 Published: 2026-04-03 Ingested: 2026-04-28 08:58 PM Cell death & disease
AI 80.0
Base 62.9
Rank 59.5
AI Summary

This study shows TMBIM6 protects dopaminergic neurons by binding and inhibiting IRE1α—loss of TMBIM6 exacerbates α‑synuclein/rotenone toxicity and IRE1α activation, while TMBIM6 overexpression or pharmacologic/genetic IRE1α inhibition is neuroprotective across cellular, Drosophila, and mouse PD…

Why It Matters

Defines a druggable TMBIM6–IRE1α axis with mechanistic, human tissue, pharmacologic, and gene‑therapy evidence, providing a translational target and potential biomarker pathway for neuroprotective therapies in Parkinson’s disease.

C
AI 74.0
Base 62.9
Rank 59.5
AI Summary

In a haloperidol-induced rat PD model, oral valsartan improved motor behavior, preserved nigral dopaminergic markers (TH, DAT, D2, ALDH1A1), increased ASCL1/Nurr1 expression, modulated epigenetic regulators (↓HDAC1/5, ↑SIRT1), and reduced α-synuclein, with Nurr1 blockade attenuating its benefits.

Why It Matters

Because valsartan is an approved, brain‑penetrant drug showing multimodal, disease‑modifying signals (Nurr1 activation, epigenetic modulation, α‑syn reduction) that support repurposing for PD, though findings need replication in toxin/genetic neurodegeneration models and translational studies.

C
AI 72.0
Base 62.9
Rank 59.5
AI Summary

This preclinical study shows that formononetin, a phytoestrogen, alleviates MPP+/MPTP-induced neurotoxicity and motor deficits by activating the SIRT1/PGC-1α/NRF1/TFAM axis to restore mitochondrial biogenesis, reduce ROS, and preserve mitochondrial integrity in SH-SY5Y cells and MPTP mice.

Why It Matters

By providing in vitro and in vivo evidence that a small natural compound can pharmacologically restore mitochondrial biogenesis and function via a defined SIRT1/PGC-1α pathway, the study offers an actionable therapeutic lead and biomarker axis for PD drug discovery, while translation will require…

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