SEP 5, 2026 · JOURNAL ARTICLE
Senescence-aware filtering facilitates robust prediction of cancer immunotherapy outcomes
npj Digital Medicine
A sound methodological study demonstrating improved prediction accuracy across multiple cancer cohorts using a novel filtering approach, but limited by lack of prospective validation, absence of hard clinical outcomes, and no comparison to established biomarkers.
Reported
Primary endpointImproved accuracy, AUROC, precision, and sp…
Validation cohortsMultiple independent melanoma cohorts