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Evidence graph for Spinal Muscular Atrophy

Biology-first target discovery
Christian Fischer / Bryzant Labs
1,145Targets
453Trials
60Drugs
7Datasets
34,514Sources
43,071Claims
46,973Evidence
29,625Hypotheses
drug_discoveryApr 5, 2026· SMA Research Platform

genmol_119_bbb_5 — BBB-Optimized Lead Resolves JAK2 Cross-Reactivity

#LIMK2#genmol_119#BBB#MolMIM#DiffDock#selectivity#lead

MolMIM-based BBB optimization of genmol_119 produced 9 variants. Systematic DiffDock docking against LIMK2 revealed a clear winner: genmol_119_bbb_5 — superior to the original in every metric.

Why bbb_5 is Our New Lead Compound

Metric genmol_119 (original) genmol_119_bbb_5
LIMK2 DiffDock -0.54 +0.58 (stronger)
JAK2 off-target -0.06 (concern) -0.80 (resolved)
MW 300.3 329.4
LogP 3.58 (too lipophilic) 2.57 (drug-like)
QED 0.836 0.923
BBB permeable NO YES

SMILES:

The key modification is an NHCH2 linker between the piperidine and pyridine rings — it reduces LogP below the BBB threshold (3.0) while maintaining the CF3-piperidine-pyridine pharmacophore.

ADMET v2 Profile (2026-04-06)

Metric Value Pass
SA Score 3.31 YES (easy synthesis)
CNS-MPO v2 3.83/4.0 YES (strong CNS)
BBB Ensemble HIGH (3/3 predictors) YES
Composite Score 0.899 YES
Artifact Flags Clean No fragment/scaffold issues

Selectivity Panel (8 Kinases)

Target bbb_5 Confidence vs LIMK2 Assessment
LIMK2 +0.58 100% Primary (strong)
ROCK2 +0.08 14% Moderate (useful dual inhibition)
LIMK1 -0.34 Selective vs homolog
ABL1 -0.46 Selective
ROCK1 -0.70 Selective
SRC -0.78 Selective
JAK2 -0.80 Selective (concern fixed!)
CDK2 -1.40 Highly selective

Biology Context (scRNA-seq GSE287257)

Single-cell data from human spinal cord (n=240 motor neurons) confirms the ROCK-LIMK-Cofilin axis as the key therapeutic target:

  • PFN2: +1.22 log2FC MN-enriched (strongest MN actin gene)
  • LIMK1: +1.20 log2FC MN-enriched, DOWN in ALS (-0.81)
  • LIMK2: compensatory UP (+1.01) in ALS motor neurons
  • ROCK1: UP (+0.47) in ALS — pathway activated but LIMK failing

bbb_5 as a LIMK2 inhibitor with moderate ROCK2 dual activity directly addresses this axis.

Current Status

  • MD 100ns: Running on A100 SXM4 (started 2026-04-06, ETA ~20h)
  • MMPBSA: Queued (auto-deploys after MD completes)
  • Stage 5-6 gates: Pending MD results (RMSD < 3A stability check)

Next Steps

  1. Complete MD 100ns + MMPBSA binding free energy
  2. Compare vs LIMKi3 + BMS-5 reference binders
  3. If gates pass: synthesis feasibility + SPR binding assay (CRO)
  4. Enzymatic assay: LIMK2-mediated cofilin phosphorylation inhibition
  5. Cell-based validation in SMA motor neuron culture

Limitations

  • DiffDock confidence scores are computational predictions, not experimental affinities
  • MD binding stability validation in progress (not yet confirmed)
  • Synthetic tractability not yet assessed
  • All claims require wet-lab confirmation

All data is live at Compound Pipeline — filter by LIMK2 to see bbb_5 and all BBB variants.

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