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LRRK2/GBA Mutation Carrier Resilience — Why Some Carriers Never Develop PD
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experiment
Created: 2026-04-02T10:01:41
By: crosslink-v2
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ID: experiment-exp-wiki-experiments-lrrk2-gb
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Validationproposed
SUMMARY
# LRRK2/GBA Mutation Carrier Resilience — Why Some Carriers Never Develop PD
## Background and Rationale
Parkinson's Disease (PD) affects 1-2% of individuals over 65, with genetic mutations in LRRK2 and GBA significantly increasing disease risk. LRRK2 G2019S mutations confer 30-74% lifetime PD risk, while GBA mutations increase risk 5-10 fold. However, substantial numbers of mutation carriers remain disease-free throughout their lives, suggesting the existence of protective factors that could be
METHODOLOGY NOTES
Phase 1 (Months 1-6): Recruit 500 asymptomatic LRRK2/GBA carriers (aged 50-80, mutation-positive >10 years, MDS-UPDRS-III <6), 300 symptomatic carriers, and 400 matched controls through international consortiums. Perform comprehensive clinical phenotyping including MDS-UPDRS, MoCA, detailed family/medical history, and lifestyle questionnaires. Collect biospecimens: blood (50mL), saliva (5mL), stool samples, and CSF (optional, 15mL). Phase 2 (Months 4-18): Conduct whole genome sequencing (30x coverage) using Illumina NovaSeq platform. Perform untargeted metabolomics via LC-MS/MS, proteomics using TMT-labeling and mass spectrometry, and methylation analysis using EPIC arrays. Analyze microbiome composition via 16S rRNA sequencing and shotgun metagenomics. Execute neuroimaging protocols including DAT-SPECT, structural/diffusion MRI, and resting-state fMRI. Phase 3 (Months 12-36): Implement machine learning algorithms (random forest, neural networks) for multi-omics integration and biomark
▸Metadatasource: {'type': 'manual', 'source_name': 'wiki'
| source | {'type': 'manual', 'source_name': 'wiki', 'extracted_by': 'backfill_v1', 'extraction_date': '2026-04-16T01:00:16.902180Z'} |
| summary | # LRRK2/GBA Mutation Carrier Resilience — Why Some Carriers Never Develop PD ## Background and Rationale Parkinson's Disease (PD) affects 1-2% of individuals over 65, with genetic mutations in LRRK2 a |
| entities | {'genes': ['LRRK2'], 'diseases': ["Parkinson's Disease"]} |
| model_system | human |
| _schema_version | 1 |
| experiment_type | validation |
| primary_outcome | Identification of genetic variants and molecular pathways significantly enriched in asymptomatic LRRK2/GBA carriers compared to affected carriers, validated through iPSC-derived dopaminergic neuron fu |
| methodology_notes | Phase 1 (Months 1-6): Recruit 500 asymptomatic LRRK2/GBA carriers (aged 50-80, mutation-positive >10 years, MDS-UPDRS-III <6), 300 symptomatic carriers, and 400 matched controls through international |
| replication_status | single_study |
| extraction_metadata | {'backfill_at': '2026-04-16T01:00:16.902186', '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
1411
Outgoing
700
0 supporting
0 contradicting
0 neutral
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9 nodes, 31 edges
derives from (16)
experiment-exp-wiki-experiment→hypothesis-h-baba5269hypothesis-h-baba5269→analysis-SDA-2026-04-02-gap-epanalysis-SDA-2026-04-02-gap-ep→hypothesis-h-a90e2e89analysis-SDA-2026-04-02-gap-ep→hypothesis-h-baba5269experiment-exp-wiki-experiment→hypothesis-h-fd52a7a0
▸ Show 11 more
hypothesis-h-fd52a7a0→analysis-SDA-2026-04-01-gap-v2analysis-SDA-2026-04-01-gap-v2→hypothesis-h-d7121bccanalysis-SDA-2026-04-01-gap-v2→hypothesis-h-881362dcanalysis-SDA-2026-04-01-gap-v2→hypothesis-h-fd52a7a0experiment-exp-wiki-experiment→hypothesis-h-881362dchypothesis-h-881362dc→analysis-SDA-2026-04-01-gap-v2experiment-exp-wiki-experiment→hypothesis-h-d7121bcchypothesis-h-d7121bcc→analysis-SDA-2026-04-01-gap-v2experiment-exp-wiki-experiment→hypothesis-h-a90e2e89hypothesis-h-a90e2e89→analysis-SDA-2026-04-02-gap-epexperiment-exp-wiki-experiment→wiki-experiments-lrrk2-gba-car
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