A longitudinal biomarker panel centered on K48/K63 ubiquitin chain balance can distinguish harmful mechanisms from protective adaptation. The decisive experiment is to measure K48/K63 ubiquitin chain balance before and after phase-separation modifiers in stratified models.
Curated pathway from expert analysis
flowchart TD
A["K48/K63 ubiquitin chain balance<br/>Hypothesis Target"]
B["Pathway Dysregulation<br/>Cited Mechanism"]
C["Cellular Response<br/>Stress or Clearance Change"]
D["Neural Circuit Effect<br/>Synapse/Glia Vulnerability"]
E["ALS<br/>Disease-Relevant Outcome"]
A --> B
B --> C
C --> D
D --> E
style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
style B fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a
style E fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

No curated PDB or AlphaFold mapping for K48 yet. Search RCSB →
No clinical trials data linked to this hypothesis yet.
No curated ClinVar variants loaded for this hypothesis.
Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.
No DepMap CRISPR Chronos data found for K48.
Run python3 scripts/backfill_hypothesis_depmap.py to populate.
No resource usage or linked notebooks recorded for this hypothesis yet.
| Prediction | Predicted | Observed | Status | Conf |
|---|---|---|---|---|
| IF chain balance is actionable, THEN correcting K48/K63 balance will reduce persistent G3BP1-positive stress granules by >=35% within 48 hours after oxidative stress. | Chain-balance intervention lowers persistent G3BP1 stress-granule fraction >=35% versus mutant untreated cells. | — no observation — | pending | 0.56 |
| IF K48/K63 ubiquitin chain balance separates causal from compensatory UBQLN2 states, THEN ALS-linked mutants will shift the K63:K48 chain ratio by >=30% before stress-granule persistence appears. | K63:K48 ubiquitin chain ratio changes >=30% at a timepoint preceding stress-granule persistence in mutant motor neurons. | — no observation — | pending | 0.61 |