Multivariate analyses revealed that in addition to gamma-glutamyl transferase levels, tumor size, tumor number and lymphatic metastasis, the number of infiltrated TANs and TAMs, the coindex (TANs/TAMs) and the p-STAT3 expression level were independent prognostic factors for both OS and time to recurrence (table 1). The gene discussed is STAT3; the disease is neoplasm.