HCC senescence construct audit v1.0.0
Initial manuscript-linked code archive.
Includes:
- frozen Python and R analysis code;
- prespecified protocols and contracts;
- aggregate v1.2, v1.3, v2, and integrated evidence;
- figure source tables and SVG/PNG/PDF assets;
- complete SHA-256 file manifest.
Expression matrices, external model weights, sample-level scores, personal information, and submission files are intentionally excluded.
Scientific boundary: transcriptomic responsiveness and internal directional transport were supported, but specificity against hypoxia, damage, apoptosis, and hepatic-lineage states was not established; the developmental model was not promoted.