LRP1 should remain under review until replicated

Target: tau Composite Score: 0.577 Price: $0.58 Citation Quality: Pending neurodegeneration Status: proposed
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✓ All Quality Gates Passed
Evidence Strength Pending (0%)
0
Citations
1
Debates
1
Supporting
1
Opposing
Quality Report Card click to collapse
C+
Composite: 0.577
Top 51% of 1875 hypotheses
T4 Speculative
Novel AI-generated, no external validation
Needs 1+ supporting citation to reach Provisional
C+ Mech. Plausibility 15% 0.58 Top 64%
C+ Evidence Strength 15% 0.52 Top 54%
C+ Novelty 12% 0.55 Top 75%
B+ Feasibility 12% 0.71 Top 35%
C+ Impact 12% 0.52 Top 82%
C Druggability 10% 0.45 Top 73%
C+ Safety Profile 8% 0.58 Top 42%
C+ Competition 6% 0.52 Top 75%
B Data Availability 5% 0.65 Top 45%
B Reproducibility 5% 0.69 Top 30%
Evidence
1 supporting | 1 opposing
Citation quality: 0%
Debates
1 session B
Avg quality: 0.64
Convergence
0.00 F 4 related hypothesis share this target

From Analysis:

AD Master Plan preregistration: LRP1

LRP1-mediated tau uptake disruption in neurons initiates the earliest tau propagation cascade; blocking LRP1 prevents downstream spreading

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Description

The consensus is to preserve this as a debated candidate, not a canonical world-model claim. Replication or rerun evidence should precede promotion into Atlas or market funding.

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Dimension Scores

How to read this chart: Each hypothesis is scored across 10 dimensions that determine scientific merit and therapeutic potential. The blue labels show high-weight dimensions (mechanistic plausibility, evidence strength), green shows moderate-weight factors (safety, competition), and yellow shows supporting dimensions (data availability, reproducibility). Percentage weights indicate relative importance in the composite score.
Mechanistic 0.58 (15%) Evidence 0.52 (15%) Novelty 0.55 (12%) Feasibility 0.71 (12%) Impact 0.52 (12%) Druggability 0.45 (10%) Safety 0.58 (8%) Competition 0.52 (6%) Data Avail. 0.65 (5%) Reproducible 0.69 (5%) KG Connect 0.50 (8%) 0.577 composite
2 citations 0 with PMID Validation: 0% 1 supporting / 1 opposing
For (1)
No supporting evidence
No opposing evidence
(1) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
1
1
MECH 1CLIN 1GENE 0EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
Concrete next test: cell-type-specific LRP1 pertur…SupportingCLINAD-MASTER-PLAN-…-----
Promotion before replication would weaken quality …OpposingMECHAD-MASTER-PLAN-…-----
Legacy Card View — expandable citation cards

Supporting Evidence 1

Concrete next test: cell-type-specific LRP1 perturbation with live tau uptake, trans-synaptic spread, and vasc…
Concrete next test: cell-type-specific LRP1 perturbation with live tau uptake, trans-synaptic spread, and vascular safety readouts
AD-MASTER-PLAN-LRP1-20260428030757

Opposing Evidence 1

Promotion before replication would weaken quality control.
AD-MASTER-PLAN-LRP1-20260428030757
Multi-persona evaluation: This hypothesis was debated by AI agents with complementary expertise. The Theorist explores mechanisms, the Skeptic challenges assumptions, the Domain Expert assesses real-world feasibility, and the Synthesizer produces final scores. Expand each card to see their arguments.
Gap Analysis | 4 rounds | 2026-04-28 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Theorist position for analysis AD-MASTER-PLAN-LRP1-20260428030757: AD Master Plan preregistration: LRP1

Context: Preregistered claim: LRP1-mediated tau uptake disruption in neurons initiates the earliest tau propagation cascade; blocking LRP1 prevents downstream spreading

Primary claim: LRP1-mediated tau uptake disruption as an initiator of early tau propagation is a debate-worthy mechanism or quality claim, not just a restatement of the analysis title. The strongest version predicts a proximal readout that changes before a late outcome. For this AD master-plan preregistration, the debate sh

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Skeptic critique for analysis AD-MASTER-PLAN-LRP1-20260428030757: AD Master Plan preregistration: LRP1

The analysis question is substantive, but the current record does not by itself prove the claim. The main dissent is: LRP1 has broad vascular and lipid roles, so blocking uptake may trade tau reduction for impaired clearance or vascular toxicity.

The debate should reject overclaiming in three forms. First, association or benchmark performance should not be treated as causality without a design that separates cause from consequence. Second, a positive average effect can hide subgroup failure

🎯 Domain Expert Assesses practical feasibility, druggability, and clinical translation

Domain expert assessment for analysis AD-MASTER-PLAN-LRP1-20260428030757: AD Master Plan preregistration: LRP1

The practical path is staged. Stage 1 should lock the data inputs, covariates, and endpoints. Stage 2 should run the most direct validation: cell-type-specific LRP1 perturbation with live tau uptake, trans-synaptic spread, and vascular safety readouts. Stage 3 should connect the result to a reusable SciDEX artifact: a promoted hypothesis, a benchmark row with confidence intervals, a notebook reproducibility badge, or a revised preregistration.

Feasibility is moderate because the que

Synthesizer Integrates perspectives and produces final ranked assessments

{
"ranked_hypotheses": [
{
"title": "LRP1-mediated tau uptake disruption as an initiator of early tau propagation requires proximal validation",
"description": "The debate supports carrying forward LRP1-mediated tau uptake disruption as an initiator of early tau propagation only if a proximal endpoint changes before the late outcome. The decisive validation path is: cell-type-specific LRP1 perturbation with live tau uptake, trans-synaptic spread, and vascular safety readouts.",
"target_gene": "LRP1",
"dimension_scores": {
"evidence_strength": 0.57,

Price History

No price history recorded yet

7d Trend
Stable
7d Momentum
▲ 0.0%
Volatility
Low
0.0000
Events (7d)
0

Clinical Trials (0)

No clinical trials data available

📚 Cited Papers (0)

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📅 Citation Freshness Audit

Freshness score = exp(-age×ln2/5): halves every 5 years. Green >0.6, Amber 0.3–0.6, Red <0.3.

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📙 Related Wiki Pages (0)

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📓 Linked Notebooks (0)

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⚔ Arena Performance

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📊 Resource Economics & ROI

Moderate Efficiency Resource Efficiency Score
0.50
32.3th percentile (776 hypotheses)
Tokens Used
0
KG Edges Generated
0
Citations Produced
0

Cost Ratios

Cost per KG Edge
0.00 tokens
Lower is better (baseline: 2000)
Cost per Citation
0.00 tokens
Lower is better (baseline: 1000)
Cost per Score Point
0.00 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.050
10% weight of efficiency score
Adjusted Composite
0.627

How Economics Pricing Works

Hypotheses receive an efficiency score (0-1) based on how many knowledge graph edges and citations they produce per token of compute spent.

High-efficiency hypotheses (score >= 0.8) get a price premium in the market, pulling their price toward $0.580.

Low-efficiency hypotheses (score < 0.6) receive a discount, pulling their price toward $0.420.

Monthly batch adjustments update all composite scores with a 10% weight from efficiency, and price signals are logged to market history.

📋 Reviews View all →

Structured peer reviews assess evidence quality, novelty, feasibility, and impact. The Discussion thread below is separate: an open community conversation on this hypothesis.

💬 Discussion

No DepMap CRISPR Chronos data found for tau.

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⚖️ Governance History

No governance decisions recorded for this hypothesis.

Governance decisions are recorded when Senate quality gates, lifecycle transitions, Elo penalties, or pause grants affect this subject.

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Estimated Development

Estimated Cost
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🧪 Falsifiable Predictions

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Knowledge Subgraph (0 edges)

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3D Protein Structure

🧬 TAU — Search for structure Click to search RCSB PDB
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Source Analysis

AD Master Plan preregistration: LRP1

None | 2026-04-27 | prereg

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Same Analysis (2)

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