TNF-α in tubular adenocarcinoma showed a particularly robust association with CA19-9 (rho = 0.797, p < 0.001), indicating that these tumors may rely more heavily on inflammatory mediators alongside tumor marker elevation. Here, TNF is linked to gastric tubular adenocarcinoma.