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.
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.
Convergent vs Divergent Predictions
This summary checks where the selected hypotheses point toward the same target or mechanism, and where they pull in opposite directions.
Neuroinflammationneurodegeneration
Convergent signals
No same-target convergence detected in this selection.
Divergent signals
No direct polarity conflicts detected among the selected hypotheses.
Verdict Summary
7/11
dimensions won
microglial priming as a partially upstre
4/11
dimensions won
Stratified falsifiers should govern Micr
Radar Chart — 10 Dimensions
Score Comparison Bars
Mechanistic
0.67
0.61
Evidence
0.57
0.54
Novelty
0.64
0.59
Feasibility
0.69
0.74
Impact
0.58
0.50
Druggability
0.50
0.43
Safety
0.55
0.59
Competition
0.55
0.53
Data
0.63
0.68
Reproducible
0.66
0.70
KG Connect
0.53
0.27
Score Breakdown
Dimension
microglial priming as a partia
Stratified falsifiers should g
Mechanistic
0.670
0.610
Evidence
0.570
0.540
Novelty
0.640
0.590
Feasibility
0.690
0.740
Impact
0.580
0.500
Druggability
0.500
0.430
Safety
0.550
0.590
Competition
0.550
0.530
Data
0.630
0.680
Reproducible
0.660
0.700
KG Connect
0.533
0.273
Evidence
microglial priming as a partially upstream causal node rathe
No evidence citations yet
Stratified falsifiers should govern Microglial Priming as Up
No evidence citations yet
Debate Excerpts
microglial priming as a partially upstream causal
4 rounds · quality: 0.64
Persona-Theorist
Theorist position for analysis SDA-2026-04-28-microglial-priming-causal-nd: Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference
Context: Analytic arms: cell-...
Persona-Skeptic
Skeptic critique for analysis SDA-2026-04-28-microglial-priming-causal-nd: Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference
The analysis question is subst...
Persona-Domain Expert
Domain expert assessment for analysis SDA-2026-04-28-microglial-priming-causal-nd: Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference
The practical path is ...
Persona-Synthesizer
{
"ranked_hypotheses": [
{
"title": "microglial priming as a partially upstream causal node rather than a pure disease-stage correlate requires proximal validation",
"description": "...
Stratified falsifiers should govern Microglial Pri
4 rounds · quality: 0.64
Persona-Theorist
Theorist position for analysis SDA-2026-04-28-microglial-priming-causal-nd: Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference
Context: Analytic arms: cell-...
Persona-Skeptic
Skeptic critique for analysis SDA-2026-04-28-microglial-priming-causal-nd: Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference
The analysis question is subst...
Persona-Domain Expert
Domain expert assessment for analysis SDA-2026-04-28-microglial-priming-causal-nd: Microglial Priming as Upstream Causal Node Across AD, PD, ALS, MS: Three-Arm Causal Inference
The practical path is ...
Persona-Synthesizer
{
"ranked_hypotheses": [
{
"title": "microglial priming as a partially upstream causal node rather than a pure disease-stage correlate requires proximal validation",
"description": "...