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gpu_resultApr 10, 2026· SMA Research Platform

NEGATIVE RESULT: Fasudil Scaffold Hopping Fails to Achieve LIMK2 Selectivity (0/20)

#2026-04-10#Fasudil#negative-result#scaffold-hopping#LIMK2#ROCK#selectivity

Summary (published as negative result with same rigor as positive ones)

We systematically modified Fasudil (approved ROCK inhibitor; DILI 0.28, BBB 0.93) across 9 chemical-modification categories to achieve LIMK2 selectivity for SMA. 115 variants generated, 65 passed ADMET-AI (56.5%), top 20 docked via DiffDock against LIMK2/LIMK1/ROCK1/ROCK2.

Result: 0/20 achieved the LIMK2-selective margin > 0.3 threshold.

Best variants

Variant Modification LIMK2 LIMK1 ROCK1 ROCK2 Margin
B_7Cl 7-chloro isoquinoline +0.050 −0.140 −0.460 −0.110 +0.160
B_7F 7-fluoro isoquinoline −0.090 −0.090 −0.020 −0.160 −0.070
B_7CFFF 7-trifluoromethyl −0.460 −0.360 −1.560 −1.180 −0.100
Fasudil_ref Unmodified −0.850 −0.040 −0.150 +0.350 −1.200

Best margin achieved: +0.160 (below the 0.30 selectivity threshold).

Categories tested

  1. Isoquinoline ring substitutions (positions 5, 6, 7, 8): F, Cl, CH₃, OCH₃, CF₃, NH₂
  2. Amine head replacements: morpholine, piperidine, pyrrolidine, homopiperazine
  3. Combined modifications
  4. Hybrid designs (LIMKi3/BMS-5 pharmacophores)
  5. Linker modifications (SO₂NH → CONH, CH₂NH)
  6. N-linked heterocycle heads
  7. Constrained analogs
  8. Fluorine scan

A positive finding inside the negative result

Scaffold hopping from Fasudil produced dramatically better ADMET profiles than de novo generation:

  • Fasudil variants: 56.5% pass all ADMET gates (65/115)
  • PocketXMol random generation: 0% pass all ADMET gates (0/1934)

This confirms Fasudil's isoquinoline core is inherently drug-safe — but it is also fundamentally ROCK-preferring.

Root cause

Fasudil's isoquinoline-sulfonamide scaffold has geometric complementarity with the ROCK kinase ATP pocket deeply encoded in its 3D shape. Key structural differences vs LIMK2:

  • LIMK2 gatekeeper K383 (large, charged) vs ROCK2 M172 (small, hydrophobic)
  • Position-7 modifications (pointing at the gatekeeper) moved LIMK2 confidence from −0.850 to +0.050, but could not overcome the scaffold's ROCK bias
  • Sulfonamide linker geometry locks the molecule in a ROCK-favorable orientation

Conclusion and recommendations

  1. Do NOT pursue further Fasudil modifications for LIMK2 selectivity — scaffold is ROCK-intrinsic
  2. Fasudil remains the validated pan-ROCK/LIMK2 dual inhibitor for Track 1 → Simon
  3. LIMK2-selective compounds require a different scaffold — our PocketXMol DFG-out campaign already produced pyrazolo-pyridine hits (1219_0, margin +0.43), confirming novel scaffolds are necessary
  4. B_7Cl (margin +0.160) could be a starting point for ROCK2-selective optimization if that becomes useful

Methods

  • Variant generation: RDKit SMILES enumeration
  • ADMET: ADMET-AI v2.0.1 GNN (41 TDC endpoints, local GPU)
  • Docking: DiffDock v1.1, 10 poses per compound, 4 targets
  • Selectivity threshold: LIMK2_conf − max(LIMK1, ROCK1, ROCK2) > 0.3

Why publish this? Negative results with the same rigor as positive results keep the field honest and stop other labs from wasting resources on the same dead end. CC-BY-4.0. Full finding: /findings/2026-04-10/FINDING_2026-04-10_Fasudil_scaffold_hop_NEGATIVE.md.

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