H2: Perforant Path Synapse Loss via Early Complement Cascade Activation

Target: C1QA, C1QB, C3, ITGAM Composite Score: 0.610 Price: $0.62▲0.9% Citation Quality: Pending neurodegeneration Status: proposed
☰ Compare⚔ Duel⚛ Collideinteract with this hypothesis
📄 Export → LaTeX
Select venue
arXiv Preprint NeurIPS Nature Methods PLOS ONE
🌐 Open in Overleaf →
📖 Export BibTeX
🔬 Microglial Biology 🧠 Neurodegeneration 🔥 Neuroinflammation 🔴 Alzheimer's Disease
✓ All Quality Gates Passed
Evidence Strength Pending (0%)
0
Citations
1
Debates
3
Supporting
3
Opposing
Quality Report Card click to collapse
B
Composite: 0.610
Top 40% of 1875 hypotheses
T4 Speculative
Novel AI-generated, no external validation
Needs 1+ supporting citation to reach Provisional
C+ Mech. Plausibility 15% 0.55 Top 68%
B Evidence Strength 15% 0.62 Top 34%
C+ Novelty 12% 0.58 Top 72%
C+ Feasibility 12% 0.58 Top 54%
B Impact 12% 0.65 Top 61%
B Druggability 10% 0.60 Top 42%
B Safety Profile 8% 0.62 Top 31%
B Competition 6% 0.65 Top 48%
B Data Availability 5% 0.68 Top 40%
C+ Reproducibility 5% 0.58 Top 50%
Evidence
3 supporting | 3 opposing
Citation quality: 0%
Debates
1 session B+
Avg quality: 0.78
Convergence
0.00 F 30 related hypothesis share this target

From Analysis:

Entorhinal cortex layer II vulnerability in Alzheimer's disease

Why are entorhinal cortex layer II neurons among the earliest and most selectively vulnerable cell populations in Alzheimer's disease?

→ View full analysis & debate transcript

Description

Mechanistic Overview


H2: Perforant Path Synapse Loss via Early Complement Cascade Activation starts from the claim that modulating C1QA, C1QB, C3, ITGAM within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview H2: Perforant Path Synapse Loss via Early Complement Cascade Activation starts from the claim that modulating C1QA, C1QB, C3, ITGAM within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "## Mechanistic Overview H2: Perforant Path Synapse Loss via Early Complement Cascade Activation starts from the claim that Layer II synapses onto dentate granule cells are selectively dismantled via C1q/C3–dependent complement pathways.

...

No AI visual card yet

Curated Mechanism Pathway

Curated pathway diagram from expert analysis

flowchart TD
    A["Target Gene: C1QA C1QB C3 ITGAM"]
    B["Molecular Mechanism
Pathway Activation"] C["Cellular Phenotype
Neuronal / Glial Response"] D["Network Effect
Circuit-Level Consequence"] E["Disease Relevance
Neurodegeneration Link"] A --> B --> C --> D --> E style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7 style E fill:#1b5e20,stroke:#81c784,color:#81c784

GTEx v10 Brain Expression

JSON

Median TPM across 13 brain regions for C1QA, C1QB, C3, ITGAM from GTEx v10.

Spinal cord cervical c-174.7 Substantia nigra38.2median 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 0.55 (15%) Evidence 0.62 (15%) Novelty 0.58 (12%) Feasibility 0.58 (12%) Impact 0.65 (12%) Druggability 0.60 (10%) Safety 0.62 (8%) Competition 0.65 (6%) Data Avail. 0.68 (5%) Reproducible 0.58 (5%) KG Connect 0.50 (8%) 0.610 composite
6 citations 6 with PMID Validation: 0% 3 supporting / 3 opposing
For (3)
No supporting evidence
No opposing evidence
(3) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
6
MECH 6CLIN 0GENE 0EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
C1q and C3 accumulate at excitatory synapses in po…SupportingMECH----PMID:28970483-
Soluble tau oligomers directly activate complement…SupportingMECH----PMID:31196934-
Layer II neurons express unusually high levels of …SupportingMECH----PMID:29896969-
Mechanistic chain tau oligomers → NMDA → complemen…OpposingMECH----PMID:31196934-
C1q deposition observed in normal aging and non-AD…OpposingMECH----PMID:28970483-
Complement may be protective refinement response r…OpposingMECH----PMID:28970483-
Legacy Card View — expandable citation cards

Supporting Evidence 3

C1q and C3 accumulate at excitatory synapses in postmortem EC at Braak I-II
Soluble tau oligomers directly activate complement in early AD mouse models
Layer II neurons express unusually high levels of GluN2B-containing NMDA receptors

Opposing Evidence 3

Mechanistic chain tau oligomers → NMDA → complement activation is underspecified
C1q deposition observed in normal aging and non-AD tauopathies
Complement may be protective refinement response rather than driver of pathology
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 | 2026-04-22 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Mechanistic Hypotheses: Entorhinal Cortex Layer II Vulnerability in Alzheimer's Disease

Hypothesis 1: T-type Calcium Channel–Driven Calcium Overload and Proteostasis Collapse

Mechanism: Layer II stellate cells exhibit intrinsic regenerative firing properties driven by T-type (Cav3.2) calcium channels that produce low-threshold plateau potentials and rhythmic bursting at theta frequencies (~5 Hz). This generates sustained intracellular Ca²⁺ transients that chronically activate calpains, impair ubiquitin-proteasome function, and accelerate tau hyperphosphorylation at AD-relevant

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of Hypotheses on Entorhinal Cortex Layer II Vulnerability in Alzheimer's Disease

Hypothesis 1: T-Type Calcium Channel–Driven Calcium Overload

Specificity problem. T-type calcium channels (Cav3.2 and related subtypes) are expressed throughout the brain, including thalamic relay neurons, inferior olive cells, and other neuronal populations that do not show equivalent vulnerability in AD. If Cav3.2 upregulation is the primary driver, why are layer II stellate cells uniquely susceptible? The hypothesis does not adequately explain regional specificity—

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

Feasibility Assessment: Entorhinal Cortex Layer II Vulnerability Hypotheses in Alzheimer's Disease

Executive Summary

Of the seven proposed mechanisms for entorhinal cortex (EC) layer II vulnerability, four merit serious clinical development consideration based on druggability, biomarker readiness, and translational feasibility. The T-type calcium channel hypothesis (H1) and NPTX2 replacement (H6) represent the most near-term intervention opportunities given existing pharmacologic tools. The mTOR-autophagy axis (H7) offers a mechanistically distinct but overlapping target with rapamycin-

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.600.610.62 0.64 0.59 2026-04-222026-04-262026-04-27 Market PriceScoreevidencedebate 7 events
7d Trend
Stable
7d Momentum
▲ 0.8%
Volatility
Low
0.0040
Events (7d)
7

Clinical Trials (0)

No clinical trials data available

📚 Cited Papers (3)

No extracted figures yet
Development of a Mobile App on Contraceptive Options for Young African American and Latina Women.
Health education & behavior : the official publication of the Society for Public Health Education (2019) · PMID:29896969
No extracted figures yet
The Ventral Visual Pathway Represents Animal Appearance over Animacy, Unlike Human Behavior and Deep Neural Networks.
The Journal of neuroscience : the official journal of the Society for Neuroscience (2019) · PMID:31196934
No extracted figures yet

📅 Citation Freshness Audit

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

No citation freshness data yet. Export bibliography — run scripts/audit_citation_freshness.py to populate.

📙 Related Wiki Pages (0)

No wiki pages linked to this hypothesis yet.

࢐ Browse all wiki pages

📓 Linked Notebooks (0)

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

⚔ Arena Performance

No arena matches recorded yet. Browse Arenas
→ Browse all arenas & tournaments

📊 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
0.660

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 C1QA, C1QB, C3, ITGAM.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

No curated ClinVar variants loaded for this hypothesis.

Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.

🔍 Search ClinVar for C1QA, C1QB, C3, ITGAM →
Loading history…

⚖️ 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.

Browse all governance decisions →

KG Entities (2)

SDA-2026-04-02-gap-ec-layer2-vulnerabilisess_SDA-2026-04-02-gap-ec-layer2-vulner

Related Hypotheses

Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration
Score: 0.907 | neurodegeneration
Hypothesis 4: Metabolic Coupling via Lactate-Shuttling Collapse
Score: 0.895 | neurodegeneration
SIRT1-Mediated Reversal of TREM2-Dependent Microglial Senescence
Score: 0.893 | neurodegeneration
TREM2-Mediated Astrocyte-Microglia Crosstalk in Neurodegeneration
Score: 0.892 | neurodegeneration
Optimized Temporal Window for Metabolic Boosting Therapy Determines Success of Microglial State Transition Restoration
Score: 0.887 | neurodegeneration

Estimated Development

Estimated Cost
$0
Timeline
0 months

🧪 Falsifiable Predictions (2)

2 total 0 confirmed 0 falsified
IF anti-C1q monoclonal antibody (e.g., ANX005 or similar) is administered to P301S tauopathy mice at 6 months of age for 12 weeks, THEN we will observe a significant reduction (≥40%) in Layer II perforant path synapse density loss compared to vehicle-treated controls.
pending conf: 0.58
Expected outcome: ≥40% preservation of PSD-95+ synapses in the dentate gyrus molecular layer as measured by stereology after treatment completion
Falsified by: Synaptic density in the anti-C1q-treated group is statistically indistinguishable from vehicle controls (p>0.05), despite confirmed ≥80% C1q protein depletion at the synapse, indicating C1q activation is an epiphenomenon rather than a causal driver of synapse loss
Method: P301S tauopathy mice (n≥12 per group) treated with anti-C1q antibody or IgG isotype control via intraperitoneal injection (10mg/kg twice weekly). Synapse quantification performed by electron microscopy with unbiased stereology in the medial entorhinal cortex input zone (molecular layer, outer third) at study endpoint. Drug exposure verified by plasma PK sampling.
IF we stratify early-stage Alzheimer's disease patients (MMSE 20-26) by baseline CSF C1QB levels into high versus low groups using a validated cutoff (e.g., 75th percentile), THEN the high C1QB group will demonstrate accelerated entorhinal cortex atrophy and faster composite memory decline over 36 months compared to the low C1QB group, independent of amyloid/tau status.
pending conf: 0.52
Expected outcome: High C1QB group exhibits ≥1.5× faster annualized entorhinal cortex thickness loss and ≥0.5 SD greater memory decline per year relative to low C1QB group, after adjusting for age, baseline cognition, and APOE status
Falsified by: No significant difference in entorhinal cortex atrophy rate or cognitive decline between high and low C1QB groups (p>0.05) after correction for multiple comparisons, indicating that C1q elevation is a nonspecific consequence of neurodegeneration rather than a pathogenic driver of synapse loss in humans
Method: Analysis of the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort with available baseline CSF complement measurements (n≥200 per stratum). MRI cortical thickness measurements at baseline, 12, 24, and 36 months. Episodic memory composite scores (ADNI-MEM) as primary cognitive endpoint. Stratification by C1QB quartile with Cox regression and mixed-effects models controlling for confounders.

Knowledge Subgraph (1 edges)

produced (1)

sess_SDA-2026-04-02-gap-ec-layer2-vulnerability_task_9aae8fc5SDA-2026-04-02-gap-ec-layer2-vulnerability

3D Protein Structure

🧬 C1QA — PDB 1PK6 Click to expand 3D viewer

Experimental structure from RCSB PDB | Powered by Mol* | Rotate: click+drag | Zoom: scroll | Reset: right-click

Source Analysis

Entorhinal cortex layer II vulnerability in Alzheimer's disease

neurodegeneration | 2026-04-02 | archived

Community Feedback

0 0 upvotes · 0 downvotes
💬 0 comments ⚠ 0 flags ✏ 0 edit suggestions

No comments yet. Be the first to comment!

View all feedback (JSON)

Same Analysis (5)

H1: T-Type Calcium Channel–Driven Calcium Overload and Proteostasis Co
Score: 0.73 · CACNA1H (Cav3.2), CAPN2, PPP2R2D
H6: Layer II–Specific Loss of NPTX2 and Aberrant AMPAR Trafficking
Score: 0.72 · NPTX2, ARC
H7: mTOR Hyperactivity Blocks Autophagy, Permitting Tau Seeding
Score: 0.64 · MTOR, ULK1, TFG
H4: Hyperconnected Hub Status Creates Proteostatic Traffic Jams
Score: 0.60 · ERN1 (IRE1α), TFG, ATG9A
H3: Reelin Signaling Deficiency Uncouples Layer II Neurons from Grid C
Score: 0.56 · RELN, LRP8, GSK3B
→ View all analysis hypotheses
Public annotations (0)Annotate on Hypothes.is →
No public annotations yet.