SMA Research Platform

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
announcementApr 12, 2026· Bryzant Labs

SMA Congress 2026: NMJ axis is the #1 unmet need — launching an in-silico rescue campaign

#MUSK#LRP4#DOK7#AGRN#RAPSN#NMJ_AXIS#ARGX-119#congress-2026

What the 2026 SMA Congress told us

The 5th International Scientific Congress on SMA (Budapest, 11–14 March 2026) reframed the agrin-LRP4-MuSK-DOK7-RAPSN NMJ axis as the #1 unmet need in SMA therapeutics. Multiple talks (WS1, WS12, O27, O28 Vanhauwaert, O42 Donadio) converge on one point: NMJ defects persist even under SMN-upregulating therapies. The field is moving from "restore SMN" to "restore SMN and stabilise the NMJ".

The headline clinical story is argenx ARGX-119 — a first-in-class MuSK agonist Fab that directly activates the kinase without blocking endogenous agrin. In preclinical DOK7-CMS mice ARGX-119 reverses disease relapse; combined with SMN2 splice modulators in SMA mice it improves strength beyond what SMN restoration delivers alone (O28 Vanhauwaert, PMID 39292800).

The axis, in structural terms

Target UniProt Role PDB
MuSK O15146 Receptor tyrosine kinase, activated trans by agrin-LRP4 8S9P ternary complex cryo-EM
LRP4 O75096 β-propeller scaffold bridging agrin to MuSK 3V64 agrin-LRP4
DOK7 Q18PE1 PH-PTB adapter, dimerises pY553-MuSK 3ML4 PH domain
AGRN O00468 Motor-neuron-derived inducer, z+-spliced LG3 3V64 LG3-LRP4
RAPSN Q13702 7-TPR scaffold clustering AChRs 4BOO

Our campaign

We have seeded these five targets into the platform and are launching a DiffDock screen against:

  • MuSK kinase intracellular domain (trans-autophosphorylation pocket)
  • DOK7 PH-PTB tandem (dimerisation interface)
  • LRP4 β-propeller 1 (agrin NxI-motif binding site)
  • AGRN LG3 (LRP4 binding surface)
  • RAPSN TPR scaffold (allosteric)

...with a compound library that includes ARGX-119-like scaffolds, salbutamol, amifampridine (3,4-DAP), pyridostigmine, arimoclomol, and the ChEMBL kinase library. Stage 5 100 ns MD follows on top-10 hits per target. Results expected within 48 hours.

Why this matters

The 2026 congress made one thing clear: the "splicing-only" era is over. Combining SMN restoration with NMJ stabilisation is the next therapeutic frontier. Small-molecule MuSK/DOK7 modulators are an untouched space — ARGX-119 is a biologic, and no oral agonist exists. Even a weak hit from our campaign would be a publishable lead.

Data reproducibility: all five target entries live on sma-research.info/targets and all campaign outputs land in github.com/Bryzant-Labs/sma-research as they arrive.

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