Calibrated PLCG2 activation can reproduce the protective rs72824905 microglial state in AD

Target: PLCG2 Composite Score: 0.650 Price: $0.65 Citation Quality: 68% Alzheimer's disease Status: proposed
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✓ All Quality Gates Passed
Evidence Strength Strong (68%)
0
Citations
1
Debates
7
Supporting
1
Opposing
Quality Report Card click to collapse
B
Composite: 0.650
Top 30% of 1800 hypotheses
T4 Speculative
Novel AI-generated, no external validation
Needs 1+ supporting citation to reach Provisional
B+ Mech. Plausibility 15% 0.70 Top 36%
B Evidence Strength 15% 0.66 Top 32%
B Novelty 12% 0.64 Top 64%
C+ Feasibility 12% 0.58 Top 52%
B+ Impact 12% 0.72 Top 48%
B+ Druggability 10% 0.76 Top 28%
C Safety Profile 8% 0.46 Top 74%
F Competition 6% 0.00 Top 50%
B+ Data Availability 5% 0.78 Top 25%
B Reproducibility 5% 0.62 Top 39%
Evidence
7 supporting | 1 opposing
Citation quality: 0%
Debates
0 sessions
No debates yet
Convergence
0.00 F 30 related hypothesis share this target

Description

The ad_genetic_risk_loci dataset identifies PLCG2 rs72824905 as a rare protective AD variant with a strong protective odds-ratio proxy. The notebook's Enrichr and GTEx analysis places PLCG2 in a microglial immune signaling module with actionable phospholipase biology. Hypothesis: partial, pathway-biased PLCG2 activation can increase microglial plaque and debris clearance while avoiding broad inflammatory gain-of-function toxicity.

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Curated Mechanism Pathway

Curated pathway diagram from expert analysis

flowchart TD
    A["SYK Activation
Downstream of TYROBP"] B["PLCG2 Phosphorylation
Tyr753/Tyr759"] C["PIP2 Hydrolysis
IP3 + DAG Generation"] D["IP3 Receptor
ER Ca2+ Release"] E["DAG/PKC Activation
Cytoskeletal Remodeling"] F["Calcium-Dependent
Phagocytic Activity"] G["Amyloid-beta/Tau
Phagocytosis"] H["P522R Variant
Enhanced PLCG2 Activity"] A --> B B --> C C --> D C --> E D --> F E --> F F --> G H -.->|"protective"| B style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7 style G fill:#1b5e20,stroke:#81c784,color:#81c784 style H fill:#7b1fa2,stroke:#ce93d8,color:#ce93d8

GTEx v10 Brain Expression

JSON

Median TPM across 13 brain regions for PLCG2 from GTEx v10.

Spinal cord cervical c-12.7 Substantia nigra1.7 Caudate basal ganglia1.5 Hypothalamus1.4 Putamen basal ganglia1.3 Hippocampus1.2 Amygdala1.0 Cortex0.9 Nucleus accumbens basal ganglia0.9 Anterior cingulate cortex BA240.7 Frontal Cortex BA90.7 Cerebellum0.5 Cerebellar Hemisphere0.4median TPM (GTEx v10)

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 0.70 (15%) Evidence 0.66 (15%) Novelty 0.64 (12%) Feasibility 0.58 (12%) Impact 0.72 (12%) Druggability 0.76 (10%) Safety 0.46 (8%) Competition 0.00 (6%) Data Avail. 0.78 (5%) Reproducible 0.62 (5%) KG Connect 0.50 (8%) 0.650 composite
8 citations 5 with PMID Validation: 0% 7 supporting / 1 opposing
For (7)
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
3
5
MECH 0CLIN 3GENE 5EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
PLCG2 rs72824905 is a protective rare variant in A…SupportingGENEdataset:ad_gene…-----
PLCG2 ranked high on druggability due to protectiv…SupportingGENEnotebook:gwas-a…-----
Genetic variants of phospholipase C-γ2 alter the p…SupportingGENEImmunity-2023-PMID:37659412-
The P522R protective variant of PLCG2 promotes the…SupportingCLINAlzheimers Deme…-2022-PMID:35142046-
PLCG2 modulates TREM2 expression and signaling in …SupportingCLINAlzheimers Deme…-2025-PMID:40346446-
Alzheimer's disease-associated PLCG2 variants…SupportingCLINAlzheimers Deme…-2025-PMID:41066163-
Rare coding variants in PLCG2, ABI3, and TREM2 imp…SupportingGENENat Genet-2017-PMID:28714976-
Protective genetics do not define the safe activat…OpposingGENEnotebook:gwas-a…-----
Legacy Card View — expandable citation cards

Supporting Evidence 7

PLCG2 rs72824905 is a protective rare variant in AD with OR around 0.32 in the curated notes.
dataset:ad_genetic_risk_loci
PLCG2 ranked high on druggability due to protective human genetics, phospholipase biology, and immune-cell exp…
PLCG2 ranked high on druggability due to protective human genetics, phospholipase biology, and immune-cell expression context.
notebook:gwas-ad-risk-loci-analysis
Genetic variants of phospholipase C-γ2 alter the phenotype and function of microglia and confer differential r…
Genetic variants of phospholipase C-γ2 alter the phenotype and function of microglia and confer differential risk for Alzheimer's disease.
Immunity · 2023 · PMID:37659412
The P522R protective variant of PLCG2 promotes the expression of antigen presentation genes by human microglia…
The P522R protective variant of PLCG2 promotes the expression of antigen presentation genes by human microglia in an Alzheimer's disease mouse model.
Alzheimers Dement · 2022 · PMID:35142046
PLCG2 modulates TREM2 expression and signaling in response to Alzheimer's disease pathology.
Alzheimers Dement · 2025 · PMID:40346446
Alzheimer's disease-associated PLCG2 variants alter microglial state and function in human induced pluripotent…
Alzheimer's disease-associated PLCG2 variants alter microglial state and function in human induced pluripotent stem cell-derived microglia-like cells.
Alzheimers Dement · 2025 · PMID:41066163
Rare coding variants in PLCG2, ABI3, and TREM2 implicate microglial-mediated innate immunity in Alzheimer's di…
Rare coding variants in PLCG2, ABI3, and TREM2 implicate microglial-mediated innate immunity in Alzheimer's disease.
Nat Genet · 2017 · PMID:28714976

Opposing Evidence 1

Protective genetics do not define the safe activation window; inflammatory gain-of-function alleles create tox…
Protective genetics do not define the safe activation window; inflammatory gain-of-function alleles create toxicity risk.
notebook:gwas-ad-risk-loci-analysis
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.

No linked debates yet. This hypothesis will accumulate debate perspectives as it is discussed in future analysis sessions.

Price History

0.640.650.66 0.67 0.63 2026-04-232026-04-262026-04-27 Market PriceScoreevidencedebate 7 events
7d Trend
Stable
7d Momentum
▲ 0.0%
Volatility
Low
0.0000
Events (7d)
7

Clinical Trials (0)

No clinical trials data available

📚 Cited Papers (5)

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PLCG2 modulates TREM2 expression and signaling in response to Alzheimer's disease pathology.
Alzheimer's & dementia : the journal of the Alzheimer's Association (2025) · PMID:40346446
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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)

No notebooks linked to this analysis yet. Notebooks are generated when Forge tools run analyses.

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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
0.700

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.

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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 PLCG2.

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No curated ClinVar variants loaded for this hypothesis.

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⚖️ Governance History

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Related Hypotheses

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Score: 0.958 | Alzheimer's disease
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Score: 0.952 | Alzheimer's disease
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Score: 0.912 | Alzheimer's disease

Estimated Development

Estimated Cost
$0
Timeline
0 months

🧪 Falsifiable Predictions (2)

2 total 0 confirmed 0 falsified
IF we administer a selective PLCG2 partial agonist (targeting the C-terminal SH3 domain to bias toward PIP2 hydrolysis over inflammatory signaling) to 6-month-old 5xFAD mice via continuous subcutaneous infusion for 8 weeks, THEN cortical amyloid plaque density will decrease by ≥30% (measured by [11C]PiB PET or thioflavin S stereology) and plaque-associated microglia will show ≥2-fold increased CD68+ phagolysosomal area per plaque, while hippocampal IL-1β and TNF-α protein levels will not increase by >50% compared to vehicle-treated controls.
pending conf: 0.60
Expected outcome: ≥30% reduction in cortical amyloid plaque burden; ≥2-fold increase in microglial phagocytic marker CD68; stable or reduced pro-inflammatory cytokines
Falsified by: Plaque density does not decrease by at least 20%; or IL-1β/TNF-α increase >50%; or mouse survival/body weight decreases significantly indicating toxicity
Method: 5xFAD transgenic mouse model (n≥12 per group), randomized controlled trial with PLCG2 agonist vs vehicle, 8-week treatment, cross-sectional PET and immunohistochemistry endpoints, multiplex cytokine assay
IF we perform single-nucleus RNA-seq on post-mortem prefrontal cortex tissue from heterozygous rs72824905 carriers (n≥12) vs age-matched non-carrier AD cases (n≥24) from the AMP-AD or Religious Orders Study cohort, THEN microglial nuclei from carriers will show significantly increased expression of phagocytosis/lysosomal genes (TREM2, LPL, CLEC7A, CD68) by ≥1.5-fold log2 fold-change, and carrier brains will have ≥25% lower neuritic plaque burden while CSF NfL levels trend lower (p<0.10).
pending conf: 0.55
Expected outcome: ≥1.5-fold upregulation of microglial clearance gene module; ≥25% lower neuritic plaque density; no elevation of type I interferon response genes
Falsified by: No significant difference in clearance gene expression; instead, increased expression of inflammatory genes (CXCL10, ISG15); or plaque burden equal or higher in carriers
Method: AMP-AD/Release cohort post-mortem brain tissue, single-nucleus RNA-seq (10x Chromium), stratified by rs72824905 genotype, adjusted for age/sex/PMI/AD pathology stage, power ≥80% for 1.5-fold effect

Knowledge Subgraph (0 edges)

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3D Protein Structure

🧬 PLCG2 — Search for structure Click to search RCSB PDB
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