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.
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.
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
4/11
dimensions won
Stratified falsifiers should govern Micr
7/11
dimensions won
microglial priming as a partially upstre
Radar Chart — 10 Dimensions
Score Comparison Bars
Mechanistic
0.61
0.67
Evidence
0.54
0.57
Novelty
0.59
0.64
Feasibility
0.74
0.69
Impact
0.50
0.58
Druggability
0.43
0.50
Safety
0.59
0.55
Competition
0.53
0.55
Data
0.68
0.63
Reproducible
0.70
0.66
KG Connect
0.27
0.53
Score Breakdown
Dimension
Stratified falsifiers should g
microglial priming as a partia
Mechanistic
0.610
0.670
Evidence
0.540
0.570
Novelty
0.590
0.640
Feasibility
0.740
0.690
Impact
0.500
0.580
Druggability
0.430
0.500
Safety
0.590
0.550
Competition
0.530
0.550
Data
0.680
0.630
Reproducible
0.700
0.660
KG Connect
0.273
0.533
Evidence
Stratified falsifiers should govern Microglial Priming as Up
No evidence citations yet
microglial priming as a partially upstream causal node rathe
No evidence citations yet
Debate Excerpts
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": "...
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": "...