Validation depth
Evidence breadth across identification strategies, from computational inference to randomised clinical evidence.
Computational eQTL, LLM-inferred 4 edges
Pre-clinical Knockout (KO)
Observational Cohort, case-control
Clinical RCT, Mendelian randomisation
LLM-inferred 4
Causal edges (4)
Upstream drivers pointing at motor neuron death (ALS) as the downstream effect.
- mechanism:TDP-43 nuclear loss-of-function → motor neuron death (ALS) LLM-inferred low
- cellular_phenotype:synaptic vesicle release failure → motor neuron death (ALS) LLM-inferred low
- mechanism:TDP-43 cytoplasmic aggregation → motor neuron death (ALS) LLM-inferred low
- cellular_phenotype:motor neuron axon retraction → motor neuron death (ALS) LLM-inferred low