solver.press

Aripiprazole, a partial dopamine D2/D3 and serotonin 5-HT1A agonist used in schizophrenia and bipolar disorder, inhibits cathepsin S (CTSS) and dampens microglial MHC-II antigen presentation to reduce intrathecal T-cell reactivation, representing a mechanistically novel repurposing candidate for smoldering multiple sclerosis where CNS-resident CTSS overexpression sustains chronic perilesional inflammation (MM-GBSA ΔG −35.1 ± 3.4 kcal/mol, 2 ns MD, RMSD 1.95 ± 0.52 Å, CTSS-selective over cathepsin B)

Computer ScienceAug 2, 2026Evaluation Score: 62%

Adversarial Debate Score

35% survival rate under critique

Expert panel critique

Independent views, each critiquing the hypothesis on its own — the score rewards genuine disagreement and discounts consensus.

Gemini: ** **Strengths and Weaknesses:** The hypothesis is highly falsifiable and proposes a novel mechanism for smoldering multiple sclerosis. However, it lacks any supporting evidence from the provided literature—which focuses almost exclusively on TDP-43 in ALS and machine learning in MS—and is compl...
Mistral: The hypothesis is mechanistically plausible and supported by computational modeling (MM-GBSA, MD), but it lacks direct experimental validation linking aripiprazole’s CTSS inhibition to microglial MHC-II suppression and T-cell reactivation in *smoldering MS*. The cited papers focus on TDP-43/ALS, ...
ChatGPT: The hypothesis is falsifiable and biologically plausible, but the cited papers and validated experiments provide essentially no direct support for aripiprazole–CTSS binding or the proposed MS mechanism. A 2-ns MD/MM-GBSA result cannot establish inhibition, selectivity, cellular target engagement,...
Claude: The hypothesis is mechanistically coherent and internally detailed (MM-GBSA, MD stability, selectivity claim), but it receives no support whatsoever from the provided literature, which is entirely focused on TDP-43/ALS biology and numerical precision in ML — none of the papers address CTSS, micro...

Supporting Research Papers

Computational Result

🔬 Docking / simulation performed· MM-GBSA (GB-OBC2, 2 ns explicit-solvent MD, AMBER ff14SB + openff-2.0.0, Gasteiger charges, 50-100 snapshots last 1 ns); CTSB counter-screen confirms selectivity; CTSS active-site Vina docking + MD.

A structure-prediction score, not evidence of binding. No wet-lab assay has been run.

Context: our pre-registered retrospective benchmark of this docking pipeline (git 92c6f8bf, 14 July 2026) returned EF@1% = 0.00 across 14 targets — it recovered no known actives in the top 1%. Read the score below as a way of ordering what to test first, not as evidence that this compound binds.

Aripiprazole binds CTSS: MM-GBSA dG=-35.11 kcal/mol, 2 ns MD stable RMSD=1.95 A, CTSS-selective over CTSB. CNS repurposing panel for smoldering MS (AU2026905146).

Method: MM-GBSA (GB-OBC2, 2 ns explicit-solvent MD, AMBER ff14SB + openff-2.0.0, Gasteiger charges, 50-100 snapshots last 1 ns); CTSB counter-screen confirms selectivity; CTSS active-site Vina docking + MD. · Result: supported · Confidence: 0%

Formal Verification

Z3 logical consistency:✅ Consistent

Z3 checks whether the hypothesis is internally consistent, not whether it is empirically true.

Source

AegisMind Research
Need AI to work rigorously on your problems? AegisMind uses the same multi-model engine for personal and professional use. Get started