The question is likely underpowered or misleading unless analyses preserve the key strata: TDP-43, ALS. Averaging across these strata could convert a causal subpopulation effect into a weak association.
Curated pathway from expert analysis
flowchart TD
A["Single-Nucleus Multiome<br/>Chromatin Accessibility + Transcriptome"]
B["Cell-State Stratification<br/>TDP-43 Loss States Across Neuron Types"]
C["Causal Sequence Analysis<br/>TDP-43 Clearance Timing Resolution"]
D["Cryptic Exon Splicing Events<br/>STMN2, UNC13A Mis-splicing Detection"]
E["Neuronal Subtype Vulnerability<br/>Differential Sensitivity to TDP-43 Loss"]
F["Therapeutic Window Identification<br/>Early Intervention Before Irreversible Loss"]
A --> B
B --> C
C --> D
D --> E
E --> F
style A fill:#4a148c,stroke:#ce93d8,color:#ce93d8
style F fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9aNo linked papers recorded for this hypothesis yet.
No curated PDB or AlphaFold mapping for ALS 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 ALS.
Run python3 scripts/backfill_hypothesis_depmap.py to populate.
No resource usage or linked notebooks recorded for this hypothesis yet.