While GUSB is the most unstable and is not recommended for normalization, this study confirmed that the expression level of SPP1 is upregulated additionnaly, which has the potential to become a diagnostic and prognostic biomarker for ESCC, combined with and multiscale computational models applied clinically. The gene discussed is SPP1; the disease is esophageal squamous cell carcinoma.