{
"ranked_hypotheses": [
{
"title": "microglial priming as a partially upstream causal node rather than a pure disease-stage correlate requires proximal validation",
"description": "The debate supports carrying forward microglial priming as a partially upstream causal node rather than a pure disease-stage correlate only if a proximal endpoint changes before the late outcome. The decisive validation path is: triangulate cell-type-specific MR, scVelo trajectory direction, and longitudinal CSF cytokine Granger causality with disease-specific sensitivity analyses.",
"target_gene": "TREM2",
"dimension_scores": {
"evidence_strength": 0.57,
"novelty": 0.64,
"feasibility": 0.69,
"therapeutic_potential": 0.58,
"mechanistic_plausibility": 0.67,
"druggability": 0.5,
"safety_profile": 0.55,
"competitive_landscape": 0.55,
"data_availability": 0.63,
"reproducibility": 0.66
},
"composite_score": 0.604,
"evidence_for": [
{
"claim": "Analytic arms: cell-type-specific MR, scVelo trajectory, longitudinal CSF Granger causality. Exposure genes: TREM2, CX3CR1, C1QA, C1QB, C1QC. Diseases: AD, PD, ALS, MS.",
"source": "SDA-2026-04-28-microglial-priming-causal-nd"
}
],
"evidence_against": [
{
"claim": "microglial activation can be both cause and response; weak eQTL instruments, cell-state drift, and disease-stage confounding could inflate upstream causal estimates",
"source": "SDA-2026-04-28-microglial-priming-causal-nd"
}
]
},
{
"title": "Stratified falsifiers should govern Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference",
"description": "Claims from this analysis should be evaluated across TREM2, CX3CR1, C1QA, C1QB, C1QC; pooled effects are insufficient when causal direction, cell state, genotype, benchmark leakage, or reproducibility risks can dominate the result.",
"target_gene": "CX3CR1",
"dimension_scores": {
"evidence_strength": 0.54,
"novelty": 0.59,
"feasibility": 0.74,
"therapeutic_potential": 0.5,
"mechanistic_plausibility": 0.61,
"druggability": 0.43,
"safety_profile": 0.59,
"competitive_landscape": 0.53,
"data_availability": 0.68,
"reproducibility": 0.7
},
"composite_score": 0.591,
"evidence_for": [
{
"claim": "The analysis question names specific entities or evaluation structure.",
"source": "SDA-2026-04-28-microglial-priming-causal-nd"
}
],
"evidence_against": [
{
"claim": "The current record can still be confounded by stage, leakage, or artifact effects.",
"source": "SDA-2026-04-28-microglial-priming-causal-nd"
}
]
},
{
"title": "microglial priming across neurodegenerative diseases should remain under review until replicated",
"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.",
"target_gene": "C1QA",
"dimension_scores": {
"evidence_strength": 0.52,
"novelty": 0.55,
"feasibility": 0.71,
"therapeutic_potential": 0.52,
"mechanistic_plausibility": 0.58,
"druggability": 0.45,
"safety_profile": 0.58,
"competitive_landscape": 0.52,
"data_availability": 0.65,
"reproducibility": 0.69
},
"composite_score": 0.577,
"evidence_for": [
{
"claim": "Concrete next test: triangulate cell-type-specific MR, scVelo trajectory direction, and longitudinal CSF cytokine Granger causality with disease-specific sensitivity analyses",
"source": "SDA-2026-04-28-microglial-priming-causal-nd"
}
],
"evidence_against": [
{
"claim": "Promotion before replication would weaken quality control.",
"source": "SDA-2026-04-28-microglial-priming-causal-nd"
}
]
}
],
"knowledge_edges": [
{
"source_id": "SDA-2026-04-28-microglial-priming-causal-nd",
"source_type": "analysis",
"target_id": "TREM2",
"target_type": "entity",
"relation": "debate_context_supports_review_of"
},
{
"source_id": "SDA-2026-04-28-microglial-priming-causal-nd",
"source_type": "analysis",
"target_id": "CX3CR1",
"target_type": "entity",
"relation": "debate_context_supports_review_of"
},
{
"source_id": "SDA-2026-04-28-microglial-priming-causal-nd",
"source_type": "analysis",
"target_id": "C1QA",
"target_type": "entity",
"relation": "debate_context_supports_review_of"
},
{
"source_id": "SDA-2026-04-28-microglial-priming-causal-nd",
"source_type": "analysis",
"target_id": "C1QB",
"target_type": "entity",
"relation": "debate_context_supports_review_of"
}
],
"synthesis_summary": "Consensus: Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference is substantive enough for debate because it names microglial priming as a partially upstream causal node rather than a pure disease-stage correlate and can be tied to a concrete validation path: triangulate cell-type-specific MR, scVelo trajectory direction, and longitudinal CSF cytokine Granger causality with disease-specific sensitivity analyses. Dissent: microglial activation can be both cause and response; weak eQTL instruments, cell-state drift, and disease-stage confounding could inflate upstream causal estimates. The claim should remain under review until the falsifier or replication path is executed."
}