📗 Cite This Artifact
🧫
GLP-1 Agonist Responder Prediction Study — Precision Medicine for Neuroprotection in PD
active
experiment
Created: 2026-04-02T10:01:41
By: crosslink-v2
Quality:
67%
✓ SciDEX
ID: experiment-exp-wiki-experiments-glp1-res
🧫 Experiment Protocol
Clinicalproposed
SUMMARY
# GLP-1 Agonist Responder Prediction Study — Precision Medicine for Neuroprotection in PD
## Background and Rationale
This precision medicine study addresses a critical knowledge gap in Parkinson's disease therapeutics by developing and validating biomarker-based prediction models for GLP-1 agonist response. The heterogeneous results from recent lixisenatide trials underscore the urgent need to identify which early-stage PD patients will benefit from these potentially neuroprotective therapies.
METHODOLOGY NOTES
## **Phase 1: Patient Recruitment and Stratification (Months 1-6)**
Recruit 240 early-stage PD patients (Hoehn & Yahr stages 1-2, diagnosed ≤3 years) from 8 movement disorder centers. Inclusion: age 50-75, stable dopaminergic therapy ≥3 months, MoCA ≥24. Exclusion: diabetes, prior GLP-1 agonist use, significant comorbidities. Collect baseline demographics, genetic variants (APOE, GBA, LRRK2), metabolic markers (HbA1c, insulin resistance), neuroinflammatory markers (IL-6, TNF-α, CRP), and neuroimaging biomarkers (DaTscan SPECT for dopamine transporter binding).
## **Phase 2: Comprehensive Baseline Assessment (Months 3-8)**
Conduct standardized clinical assessments: MDS-UPDRS Parts I-IV, PDQ-39, cognitive battery (MoCA, semantic fluency, Trail Making), olfactory testing (UPSIT), REM sleep behavior disorder questionnaire, and autonomic function tests. Perform advanced neuroimaging including structural MRI (cortical thickness, subcortical volumes), diffusion tensor imaging (white matter i
▸Metadatasource: {'type': 'manual', 'source_name': 'wiki'
| source | {'type': 'manual', 'source_name': 'wiki', 'extracted_by': 'backfill_v1', 'extraction_date': '2026-04-16T01:00:16.900766Z'} |
| summary | # GLP-1 Agonist Responder Prediction Study — Precision Medicine for Neuroprotection in PD ## Background and Rationale This precision medicine study addresses a critical knowledge gap in Parkinson's di |
| entities | {'genes': ['GLP'], 'diseases': ['Neurodegeneration']} |
| model_system | human |
| _schema_version | 1 |
| experiment_type | clinical |
| primary_outcome | Validate GLP-1 Agonist Responder Prediction Study — Precision Medicine for Neuroprotection in PD |
| methodology_notes | ## **Phase 1: Patient Recruitment and Stratification (Months 1-6)** Recruit 240 early-stage PD patients (Hoehn & Yahr stages 1-2, diagnosed ≤3 years) from 8 movement disorder centers. Inclusion: age 5 |
| replication_status | replicated |
| extraction_metadata | {'backfill_at': '2026-04-16T01:00:16.900772', 'needs_review': True, 'extraction_notes': 'Backfilled from wiki source (no PMID available)', 'extraction_confidence': 0.4} |
📊 Evidence Profile
Foundational
Evidence Balance
+0%
Certainty
100%
Debates
0
Incoming
1418
Outgoing
1359
0 supporting
0 contradicting
0 neutral
🌍 Provenance Graph
40 nodes, 112 edges
derives from (16)
experiment-exp-wiki-experiment→hypothesis-h-ee1df336hypothesis-h-ee1df336→analysis-SDA-2026-04-01-gap-20analysis-SDA-2026-04-01-gap-20→hypothesis-h-ee1df336experiment-exp-wiki-experiment→hypothesis-h-41bc2d38hypothesis-h-41bc2d38→analysis-SDA-2026-04-01-gap-v2
▸ Show 11 more
analysis-SDA-2026-04-01-gap-v2→hypothesis-h-41bc2d38experiment-exp-wiki-experiment→hypothesis-h-43f72e21hypothesis-h-43f72e21→analysis-SDA-2026-04-01-gap-v2analysis-SDA-2026-04-01-gap-v2→hypothesis-h-43f72e21experiment-exp-wiki-experiment→hypothesis-h-b0cda336hypothesis-h-b0cda336→analysis-SDA-2026-04-01-gap-01analysis-SDA-2026-04-01-gap-01→hypothesis-h-b0cda336experiment-exp-wiki-experiment→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→analysis-SDA-2026-04-01-gap-00analysis-SDA-2026-04-01-gap-00→hypothesis-h-a1b56d74experiment-exp-wiki-experiment→wiki-experiments-glp1-responde
supports (59)
hypothesis-h-43f72e21→wiki-convergence-synthesis-mithypothesis-h-43f72e21→wiki-convergence-synthesis-asthypothesis-h-a1b56d74→paper-38904014paper-38904014→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-26975021
▸ Show 54 more
paper-26975021→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-40014451paper-40014451→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-40531619paper-40531619→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41897347paper-41897347→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-33946854paper-33946854→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-26075878paper-26075878→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41921767paper-41921767→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41905095paper-41905095→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41902192paper-41902192→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41901335paper-41901335→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41901183paper-41901183→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41023273paper-41023273→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-40582563paper-40582563→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41229334paper-41229334→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41548699paper-41548699→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41447776paper-41447776→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41461331paper-41461331→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41936633paper-41936633→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41885081paper-41885081→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41475627paper-41475627→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41945160paper-41945160→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41963519paper-41963519→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41951587paper-41951587→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41958068paper-41958068→hypothesis-h-a1b56d74hypothesis-h-a1b56d74→paper-41960638paper-41960638→hypothesis-h-a1b56d74experiment-exp-wiki-experiment→hypothesis-h-ee1df336experiment-exp-wiki-experiment→hypothesis-h-41bc2d38experiment-exp-wiki-experiment→hypothesis-h-43f72e21experiment-exp-wiki-experiment→hypothesis-h-b0cda336experiment-exp-wiki-experiment→hypothesis-h-a1b56d74
This artifact has no version history yet.
Linked Artifacts (2773)
Reference URLs
Canonical (plural, REST)/artifacts/experiment-exp-wiki-experiments-glp1-responder-prediction-pdalias
Citation — BibTeX/artifacts/experiment-exp-wiki-experiments-glp1-responder-prediction-pd/cite?fmt=bibtexexport
Citation — RIS/artifacts/experiment-exp-wiki-experiments-glp1-responder-prediction-pd/cite?fmt=risexport
Citation — CSL-JSON/artifacts/experiment-exp-wiki-experiments-glp1-responder-prediction-pd/cite?fmt=cslexport
Embed this artifact
Use ?embed=1 to load the artifact without SciDEX chrome — suitable for iframing into wiki pages or external sites.
HTML iframe
<iframe src="http://scidex.ai/artifact/experiment-exp-wiki-experiments-glp1-responder-prediction-pd?embed=1" width="100%" height="600" style="border:0;border-radius:8px"></iframe>
Markdown link
[GLP-1 Agonist Responder Prediction Study — Precision Medicine for Neuroprotection in PD](http://scidex.ai/artifact/experiment-exp-wiki-experiments-glp1-responder-prediction-pd)
Direct URL
http://scidex.ai/artifact/experiment-exp-wiki-experiments-glp1-responder-prediction-pd
Preview
🔄 Adjacent Artifacts
Recommended based on your interests
💬 Discussion
Loading comments...
Public annotations (0)Annotate on Hypothes.is →
No public annotations yet.