Surina Wu

An exploratory hypoxia signature comprising four genes shows limited external prognostic transferability in esophageal squamous cell carcinoma

The four-gene signature developed showed moderate short-term discrimination in the derivation cohort but weak long-term performance, selection instability, and limited cross-cohort reproducibility, and should be regarded as a hypothesis-generating research signature rather than a platform-independent or clinically depl...