The results demonstrated that PAN3-AS1 expression inversely linked to the TMB in nine tumor types-CHOL, THYM, COAD, CRC, LGG, stomach and esophageal carcinoma (STES), GBM, STAD and BRCA (Fig. 5). The gene discussed is PAN3; the disease is carcinoma of esophagus.