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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
Prevalence and screening of orthostatic hypotension in older adults presenting to the emergency department: A systematic review.
PMID 41980511 Published: 2026-04-13 Ingested: 2026-04-28 08:58 PM International emergency nursing
AI 25.0
Base 28.2
Rank 28.5
AI Summary

Systematic review of six ED studies (n=2543) in adults ≥65 found OH screening rates of 5–100% and OH prevalence of 5–42%, with higher admission and trauma rates and reported associations with Parkinson's disease and cardiovascular medications.

Why It Matters

Moderate relevance to Parkinson's research because it highlights under-recognition of orthostatic hypotension—a common autonomic feature in PD—that could improve case-finding and symptomatic management, but it offers little mechanistic or therapeutic discovery insight.

E
Corticomotor inhibition is associated with balance performance in early Parkinson's disease.
PMID 41946271 Published: 2026-04-01 Ingested: 2026-04-28 08:58 PM Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology
AI 46.0
Base 29.5
Rank 28.1
AI Summary

This cross-sectional TMS study (n=39) reports that reduced GABAergic intracortical corticomotor inhibition correlates with poorer static, dynamic, and functional balance in early-stage Parkinson's, with sitting-state TMS providing relatively stable measures.

Why It Matters

Provides a measurable neurophysiological biomarker linked to balance dysfunction and a plausible target for neuromodulation or GABAergic interventions to improve postural stability in PD, though findings are preliminary and require replication and interventional validation.

E
Tracking the trail: Using VR to explore cognitive-motor function in Parkinson's disease.
PMID 41902687 Published: 2026-03-28 Ingested: 2026-04-28 08:58 PM Neuropsychological rehabilitation
AI 38.0
Base 29.5
Rank 28.1
AI Summary

This study validates a virtual-reality adaptation of the Color Trails Test that integrates full-arm motor actions with cognitive demands and finds that people with Parkinson's are slower, less accurate, and show altered kinematics (longer head-hand delays, lower peak velocities) compared with…

Why It Matters

The VR-CTT provides an ecologically valid, quantitative platform with motor-cognitive and kinematic endpoints useful as sensitive outcome measures and a potential rehabilitation/training tool in PD, though it does not address molecular mechanisms or direct therapeutic targets.

E
AI 35.0
Base 27.8
Rank 28.1
AI Summary

This review synthesizes evidence that cardiovascular autonomic dysfunction in Parkinson's disease—manifesting as reduced heart rate variability, decreased MIBG uptake, neurogenic orthostatic hypotension, and related symptoms—is common, contributes to increased cardiovascular mortality and sudden…

Why It Matters

While not identifying novel molecular targets, the paper highlights a clinically important, underexplored domain (cardiovascular dysautonomia) with clear biomarkers and management gaps that could motivate mechanistic studies, biomarker-driven trials, and repurposing of autonomic or cardioprotective…

E
AI 35.0
Base 29.5
Rank 28.1
AI Summary

Small pilot (n=20) found a single 15‑minute treadmill session using the Mobility Rehab Auditory Feedback system (tablet + wearable sensors providing verbal/metronome cues on arm swing, step duration, stride length, mid‑swing elevation) was safe and produced small-to-large immediate improvements in…

Why It Matters

This study demonstrates a feasible, scalable symptomatic rehabilitation approach that can improve gait performance in mild–moderate PD and could be tested in longer, controlled trials or paired with other therapies, but it offers little mechanistic insight or immediate impact on disease-modifying…

E
Identifying Predictors of Discordance Between Balance Perception and Ability in Parkinson Disease.
PMID 41992280 Published: 2026-04-17 Ingested: 2026-04-28 08:58 PM Journal of neurologic physical therapy : JNPT
AI 30.0
Base 29.5
Rank 28.1
AI Summary

In 188 people with Parkinson disease, imbalance between objective balance ability and self-confidence (discordance) correlated strongly with poorer perceived health, depression, and anxiety, with perceived health the single strongest predictor.

Why It Matters

Although it lacks molecular targets, the study identifies modifiable psychosocial factors—perceived health, mood, and anxiety—that are actionable targets for interventions (behavioral, rehabilitative, or integrated care) to reduce fall risk and improve quality of life, informing clinical strategies…

E
Engineering and experimental evaluation of a smart wireless glove for gamified upper limb rehabilitation in Parkinson's disease.
PMID 42029135 Published: 2026-04-24 Ingested: 2026-04-28 08:58 PM Technology and health care : official journal of the European Society for Engineering and Medicine
AI 25.0
Base 29.5
Rank 28.1
AI Summary

This paper describes design and prototyping of a low-cost, wireless, gamified rehabilitation glove for home-based upper-limb therapy in Parkinson's disease.

Why It Matters

The device could improve motivation and functional rehabilitation for PD patients at home, but it offers limited mechanistic insight or direct therapeutic-discovery value for disease-modifying treatments.

E
A graph deep learning method for diagnosis of Parkinson's disease using brain functional connectivity features.
PMID 41962553 Published: 2026-04-23 Ingested: 2026-04-28 08:58 PM Biomedical physics & engineering express
AI 20.0
Base 29.5
Rank 28.1
AI Summary

The paper develops an interpretable graph convolutional network that combines static and dynamic resting-state fMRI functional connectivity and inter-subject similarity to classify Parkinson's disease and identify key discriminative brain regions.

Why It Matters

Although it does not advance molecular mechanisms or therapeutic targets, it provides a potentially useful diagnostic/biomarker approach and highlights brain regions that could inform future translational or mechanistic studies.

E
Global research trends and hotspots in the health effects of Tai Chi on older adults: a bibliometric analysis (2010-2025).
PMID 41952826 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM Frontiers in public health
AI 20.0
Base 29.5
Rank 28.1
AI Summary

A bibliometric analysis of 2,532 publications (2010–2025) on Tai Chi and older adults showing growth in research with major clusters in balance, quality of life, depression, and cognition and an emergent, but superficial, link to Parkinson's disease.

Why It Matters

While offering little mechanistic or therapeutic insight for Parkinson's drug discovery, the paper highlights growing interest in Tai Chi as a nonpharmacologic intervention relevant to PD rehabilitation and flags Parkinson's disease as an emerging clinical application worth mechanistic follow-up.

E
Adaptive Resilience in Parkinson's Caregiving: A Qualitative Study of Lived Experience and Implications for Practice.
PMID 42010394 Published: 2026-04-20 Ingested: 2026-04-28 08:58 PM Occupational therapy in health care
AI 18.0
Base 29.5
Rank 28.1
AI Summary

A small qualitative phenomenological study of 12 Parkinson's care partners identifies themes of adaptive resilience, emotional burden, and the evolving, ambiguous nature of caregiving.

Why It Matters

Useful for informing family-centered care models and support interventions (occupational therapy, psychosocial programs) but offers little direct mechanistic or therapeutic-discovery value for Parkinson's drug development.

E
Domains of Caregiving in Parkinson's Disease: A Framework Developed Through Perspective Mapping.
PMID 42044356 Published: 2026-04-27 Ingested: 2026-04-28 08:58 PM The American journal of hospice & palliative care
AI 15.0
Base 29.5
Rank 28.1
AI Summary

Qualitative study of 15 former carers used perspective mapping to produce a nine-domain, 52-concept framework describing the multifaceted caregiving needs in Parkinson's disease.

Why It Matters

The framework is useful for developing carer-centered services and psychosocial interventions but offers little actionable mechanistic or therapeutic insight for Parkinson's drug discovery or biomarker development.

E
A Lightweight Wrist Exoskeleton With Equivalent-Input-Disturbance-Based Control for Pathological Tremor Suppression.
PMID 41915521 Published: 2026-01-01 Ingested: 2026-04-28 08:58 PM IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
AI 38.0
Base 29.2
Rank 27.8
AI Summary

This study presents a <200 g wrist exoskeleton using equivalent-input-disturbance (EID) control to actively suppress pathological tremor, reporting 89–96% tremor power reduction and improved voluntary tracking in a 5-patient pilot (4 PD, 1 ET).

Why It Matters

As a lightweight, wearable, non-pharmacologic approach with preliminary clinical validation, it offers a translatable symptomatic option to improve tremor control and daily function in PD patients, though it does not address underlying disease biology or long-term efficacy.

E
Target-Dependent Postoperative Weight Gain after Pallidothalamic Tractotomy versus Pallidotomy for Dystonia.
PMID 42026702 Published: 2026-04-23 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 30.0
Base 29.2
Rank 27.8
AI Summary

Retrospective comparison of 79 dystonia patients found pallidothalamic tractotomy produced substantially greater postoperative weight gain than GPi pallidotomy, with lesion mapping implicating Forel's field H1/caudal subthalamic region as a weight‑gain hotspot.

Why It Matters

This highlights that ablative target selection can alter body‑weight regulation and helps localize circuits near the caudal subthalamic area relevant to metabolic effects of neurosurgical interventions, informing surgical planning and circuit-level hypotheses though it offers limited direct…

E
CGG Repeat Expansion in GIPC1 is Associated with Childhood-Onset Hereditary Ataxia.
PMID 41975469 Published: 2026-04-13 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 25.0
Base 29.2
Rank 27.8
AI Summary

Long-read genome sequencing identified pathogenic CGG repeat expansions (>100 repeats) in GIPC1 as a cause of a novel childhood-onset hereditary ataxia with cerebellar atrophy and mild cognitive impairment.

Why It Matters

Although not directly linked to Parkinson's, the finding highlights repeat-expansion–driven neurodegeneration and trafficking/RNA-toxicity mechanisms that could inform broadly applicable therapeutic strategies (e.g., antisense oligonucleotides or modulators of intracellular trafficking) across…

E
Independent Validation and Structural Characterization of Expanded HSF1 Intronic Variable Number Tandem Repeats in Essential Tremor.
PMID 41930437 Published: 2026-04-03 Ingested: 2026-04-28 08:58 PM Movement disorders : official journal of the Movement Disorder Society
AI 25.0
Base 29.2
Rank 27.8
AI Summary

Large case-control study using fluorescence amplicon sizing and long-read sequencing finds expanded HSF1 intronic VNTRs are not enriched in essential tremor and show no distinguishing sequence features between patients and controls.

Why It Matters

This negative validation reduces the likelihood that HSF1 VNTR expansions are a useful pathogenic mechanism or biomarker for movement-disorder therapeutics, helping narrow focus away from this genetic target for Parkinson's-related drug discovery.

E
AI 22.0
Base 29.2
Rank 27.8
AI Summary

Single-patient report of a novel frameshift SLC20A2 mutation (Asn384Lysfs*30) associated with widespread brain calcifications, parkinsonism and memory impairment, reduced plasma SLC20A2 consistent with loss-of-function, and a positive amyloid‑beta oligomer biomarker signal.

Why It Matters

Low direct PD therapeutic relevance, but the finding flags SLC20A2 haploinsufficiency as a rare genetic cause of parkinsonism and suggests plasma SLC20A2/amyloid oligomer measures that could aid differential diagnosis or stratification in neurodegeneration research.

E
Genome-wide association study of copy number variations in Parkinson's disease.
PMID 42009659 Published: 2026-04-20 Ingested: 2026-04-28 08:58 PM NPJ Parkinson's disease
AI 70.0
Base 28.8
Rank 27.5
AI Summary

A large CNV GWAS in 10,815 PD cases and 8,901 controls identified and replicated exon 2–6 deletions in PRKN as enriched in early-onset PD and associated with earlier age at onset.

Why It Matters

Confirms PRKN deletions as a clinically actionable genetic driver in early-onset PD, informing genetic testing, patient stratification for trials, and development of Parkin-targeted therapeutic approaches.

E
Human pluripotent stem cell engineering with CRISPR-Cas9 for Parkinson's disease.
PMID 41963468 Published: 2026-04-10 Ingested: 2026-04-28 08:58 PM Experimental & molecular medicine
AI 68.0
Base 28.8
Rank 27.5
AI Summary

This review describes how CRISPR-enabled engineering of human pluripotent stem cells produces isogenic dopaminergic neuron models, reporter knock‑ins, and in vivo screens (including identification of cell-death regulators and chemogenetic control) to improve modeling and graft-based therapies for…

Why It Matters

By providing causal genetic tools, scalable human DA neuron models, and strategies to enrich and control grafted cells, the work creates actionable platforms for target validation, high-content drug screening, and translational improvements to cell-replacement therapies in PD.

E
Determination of α-Synuclein Protein Interactions by μMap Photoproximity Labeling.
PMID 41950200 Published: 2026-04-08 Ingested: 2026-04-28 08:58 PM Journal of the American Chemical Society
AI 55.0
Base 28.8
Rank 27.5
AI Summary

This study uses µMap photoproximity labeling with a small Ir catalyst to map and compare monomeric and fibrillar α‑synuclein interactomes in mouse brain lysate and neurons, identifying region-specific protein associations and validating selected hits with biochemical and imaging methods.

Why It Matters

The method enables high-resolution, minimally perturbing identification of α‑synuclein loss- and gain-of-function interactors, which can reveal mechanistic targets and biomarkers relevant to Parkinson's therapeutic discovery.

E
Lactoperoxidase is a candidate for mediating neuromelanin formation in the human substantia nigra.
PMID 42030153 Published: 2026-04-28 Ingested: 2026-04-28 08:58 PM Proceedings of the National Academy of Sciences of the United States of America
AI 50.0
Base 28.8
Rank 27.5
AI Summary

This study identifies lactoperoxidase (LPO) as selectively expressed in human substantia nigra dopaminergic neurons, demonstrates LPO can catalyze multiple steps of melanin formation in vitro, and shows transgenic human LPO induces neuromelanin in rat SN, linking LPO activity to neuromelanin…

Why It Matters

Pinpointing LPO as a human-specific enzymatic contributor to neuromelanin offers a mechanistic target and biomarker candidate, explains a key species difference in models, and suggests a route to modulate oxidative stress relevant to Parkinson's disease therapy development.

E
Long-term follow up of opicapone as add-on to levodopa in Parkinson's patients without motor fluctuations.
PMID 41995421 Published: 2026-04-17 Ingested: 2026-04-28 08:58 PM Journal of Parkinson's disease
AI 45.0
Base 28.8
Rank 27.5
AI Summary

In the 1-year open-label extension of the EPSILON trial, adding opicapone to levodopa in non-fluctuating Parkinson's patients produced sustained improvement in motor scores and a non-significant trend toward fewer motor complications (80.2% vs 69.7%, p=0.1).

Why It Matters

Findings support early adjunctive COMT inhibition as a safe, translatable symptomatic strategy that may delay motor complications, making it relevant for clinical management and pragmatic therapeutic optimization even though it does not demonstrate disease modification.

E
AI 42.0
Base 28.8
Rank 27.5
AI Summary

The authors generated and characterized transgene-free iPSC lines from a Parkinson's patient carrying the GBA1 p.Thr369Met variant and two variant-free controls, confirming pluripotency, normal karyotype, and tri-lineage differentiation capability.

Why It Matters

These validated patient-specific iPSC lines provide a relevant human cellular platform to study GBA1-linked lysosomal dysfunction and alpha-synuclein mechanisms and to support target validation and screening of GBA1- or lysosome-directed therapeutics.

E
Single-molecule detection methods to study alpha-synuclein aggregation in postmortem Parkinson's disease brains.
PMID 42030949 Published: 2026-04-23 Ingested: 2026-04-28 08:58 PM Cell reports methods
AI 42.0
Base 28.8
Rank 27.5
AI Summary

Using ultra-sensitive single-molecule assays and super-resolution microscopy, the authors find similar total alpha-synuclein aggregate counts in PD and control brains but detect larger aggregates and distinct diffusible/membrane-bound subpopulations enriched in PD, implying slow, cell-restricted…

Why It Matters

By defining and detecting specific alpha-synuclein aggregate subtypes with highly sensitive methods, this work provides tools and candidate biomarkers to improve target engagement assays, stratify pathology-relevant species, and inform timing/targets for therapies directed at aggregate clearance or…

E
Distinct finger-tapping feature in progressive supranuclear palsy correlates with motor function and brain atrophy.
PMID 41951686 Published: 2026-04-08 Ingested: 2026-04-28 08:58 PM NPJ Parkinson's disease
AI 40.0
Base 28.8
Rank 27.5
AI Summary

Video-based kinematic analysis of finger tapping distinguishes PSP from PD (AUC=0.83), with smaller angles and slower velocities correlating with worse motor/balance function and with atrophy in nucleus accumbens, superior temporal gyrus, cerebellum, and brainstem.

Why It Matters

As a non-invasive, quantitative biomarker for differential diagnosis and motor monitoring in parkinsonian syndromes, this method can improve patient selection and outcome measurement in trials, though it does not directly reveal PD therapeutic targets or mechanisms.

E
Quantitative susceptibility mapping and MRS-based multimodal machine learning for early Parkinson's disease classification.
PMID 41942436 Published: 2026-04-07 Ingested: 2026-04-28 08:58 PM NPJ Parkinson's disease
AI 40.0
Base 28.8
Rank 27.5
AI Summary

Multicenter study develops an XGBoost-based multimodal machine-learning model combining QSM radiomic features and MRS-derived neurochemical metabolites to classify early Parkinson's disease with high AUC and SHAP-based interpretability.

Why It Matters

Offers promising diagnostic biomarkers and a transparent classification tool that could improve early detection and patient stratification for clinical studies, but provides limited direct mechanistic or therapeutic target information for drug discovery.

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