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Protein Aggregation Kinetic Validation Results
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experiment
Created: 2026-04-02T10:01:41
By: crosslink-v2
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ID: experiment-exp-wiki-experiments-protein-
🧫 Experiment Protocol
Validationproposed
SUMMARY
# Protein Aggregation Kinetic Validation Results
## Background and Rationale
This validation study aims to experimentally verify computational predictions of protein aggregation kinetics using Thioflavin-T (ThT) fluorescence assays, addressing a critical gap in neurodegeneration research where protein misfolding and aggregation drive pathology. Protein aggregation is a hallmark of neurodegenerative diseases including Alzheimer's, Parkinson's, and Huntington's disease, making accurate prediction
METHODOLOGY NOTES
Phase 1: Protein Preparation and Quality Control (Days 1-3) - Express and purify target proteins using established protocols, confirm identity by mass spectrometry, assess purity by SDS-PAGE (>95%), and determine concentration by UV-Vis spectroscopy. Store proteins at -80°C in aggregation-compatible buffers. Phase 2: ThT Assay Optimization (Days 4-5) - Prepare fresh 1mM ThT stock solution, optimize ThT concentration (10-50μM range), validate buffer conditions matching computational model parameters (pH 7.4, ionic strength 150mM), and establish baseline fluorescence measurements. Phase 3: Kinetic Aggregation Assays (Days 6-14) - Load 96-well black plates with 200μL reactions containing protein (1-10μM concentrations), ThT (25μM final), and appropriate buffers. Include negative controls (buffer only, ThT only) and positive controls (pre-formed fibrils). Incubate at 37°C with continuous orbital shaking (300rpm). Monitor ThT fluorescence (Ex: 440nm, Em: 480nm) every 10 minutes for 7 days u
▸Metadatasource: {'type': 'manual', 'source_name': 'wiki'
| source | {'type': 'manual', 'source_name': 'wiki', 'extracted_by': 'backfill_v1', 'extraction_date': '2026-04-16T01:00:16.901965Z'} |
| summary | # Protein Aggregation Kinetic Validation Results ## Background and Rationale This validation study aims to experimentally verify computational predictions of protein aggregation kinetics using Thiofla |
| entities | {'genes': ['ID'], 'diseases': ['Neurodegeneration']} |
| model_system | in_silico |
| _schema_version | 1 |
| experiment_type | validation |
| primary_outcome | Validate Protein Aggregation Kinetic Validation Results |
| methodology_notes | Phase 1: Protein Preparation and Quality Control (Days 1-3) - Express and purify target proteins using established protocols, confirm identity by mass spectrometry, assess purity by SDS-PAGE (>95%), a |
| replication_status | replicated |
| extraction_metadata | {'backfill_at': '2026-04-16T01:00:16.901970', '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
2125
Outgoing
2089
0 supporting
0 contradicting
0 neutral
🌍 Provenance Graph
48 nodes, 109 edges
derives from (16)
experiment-exp-wiki-experiment→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→analysis-SDA-2026-04-01-gap-00analysis-SDA-2026-04-01-gap-00→hypothesis-h-5dbfd3aaanalysis-SDA-2026-04-01-gap-00→hypothesis-h-69d383eaanalysis-SDA-2026-04-01-gap-00→hypothesis-h-7e846ceb
▸ Show 11 more
experiment-exp-wiki-experiment→hypothesis-h-97aa8486hypothesis-h-97aa8486→analysis-SDA-2026-04-01-gap-v2analysis-SDA-2026-04-01-gap-v2→hypothesis-h-97aa8486analysis-SDA-2026-04-01-gap-v2→hypothesis-h-eea667a9experiment-exp-wiki-experiment→hypothesis-h-69d383eahypothesis-h-69d383ea→analysis-SDA-2026-04-01-gap-00experiment-exp-wiki-experiment→hypothesis-h-eea667a9hypothesis-h-eea667a9→analysis-SDA-2026-04-01-gap-v2experiment-exp-wiki-experiment→hypothesis-h-7e846cebhypothesis-h-7e846ceb→analysis-SDA-2026-04-01-gap-00experiment-exp-wiki-experiment→wiki-experiments-protein-aggre
supports (83)
hypothesis-h-5dbfd3aa→paper-26344566paper-26344566→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-31345990paper-31345990→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-15078171
▸ Show 78 more
paper-15078171→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-28687614paper-28687614→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-33986174paper-33986174→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-34433965paper-34433965→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41833837paper-41833837→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41804832paper-41804832→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41772029paper-41772029→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41725010paper-41725010→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41665179paper-41665179→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41653920paper-41653920→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41653856paper-41653856→hypothesis-h-5dbfd3aahypothesis-h-5dbfd3aa→paper-41539636paper-41539636→hypothesis-h-5dbfd3aahypothesis-h-69d383ea→paper-31515476paper-31515476→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-30389657paper-30389657→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-33073191paper-33073191→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-29146756paper-29146756→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-28724645paper-28724645→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-19389369paper-19389369→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-33906557paper-33906557→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-39749582paper-39749582→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-37088726paper-37088726→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-30071357paper-30071357→hypothesis-h-69d383eahypothesis-h-69d383ea→paper-38501838paper-38501838→hypothesis-h-69d383eahypothesis-h-7e846ceb→paper-33031745paper-33031745→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-30335591paper-30335591→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-36754049paper-36754049→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-32878979paper-32878979→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-34057020paper-34057020→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-38277467paper-38277467→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-36861818paper-36861818→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-26406374paper-26406374→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-41512823paper-41512823→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-41609580paper-41609580→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-41690263paper-41690263→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-41897327paper-41897327→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-41654570paper-41654570→hypothesis-h-7e846cebhypothesis-h-7e846ceb→paper-41900026paper-41900026→hypothesis-h-7e846cebexperiment-exp-wiki-experiment→hypothesis-h-5dbfd3aaexperiment-exp-wiki-experiment→hypothesis-h-97aa8486experiment-exp-wiki-experiment→hypothesis-h-69d383eaexperiment-exp-wiki-experiment→hypothesis-h-eea667a9experiment-exp-wiki-experiment→hypothesis-h-7e846ceb
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