AUTHOR=Zhu Chuanhui , Xia Qianqian , Gu Bin , Cui Mengjing , Zhang Xing , Yan Wenjing , Meng Dan , Shen Siyuan , Xie Shuqian , Li Xueliang , Jin Hua , Wang Shizhi TITLE=Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors JOURNAL=Frontiers in Genetics VOLUME=12 YEAR=2021 URL=https://www.frontiersin.org/journals/genetics/articles/10.3389/fgene.2021.707299 DOI=10.3389/fgene.2021.707299 ISSN=1664-8021 ABSTRACT=
Esophageal cancer (EC) is the seventh most common tumor in the world, ranking the sixth leading cause of cancer death, with a 5-year survival rate of 15-25%. Therefore, reliable prognostic biomarkers are needed to effectively predict the prognosis of EC. In this study, the gene profile information of the EC cohort served as a training set, which was derived from TCGA and Immport databases. GO and KEGG enrichment analysis was performed on the differential genes in normal and tumor groups of EC. The immune genes in differentially expressed genes (DEGs) were further obtained for univariate and multivariate Cox and Lasso regression analysis, and 6 independent immune genes (