Original Article Assessment for Prognostic Value of Differentially Expressed Genes in Immune Microenvironment of Clear Cell Renal Cell Carcinoma
Am J Transl Res 2020;12(9):5416-5432 www.ajtr.org /ISSN:1943-8141/AJTR0112847 Original Article Assessment for prognostic value of differentially expressed genes in immune microenvironment of clear cell renal cell carcinoma Xiaoxue Yin1,2*, Xingming Zhang3,4*, Zhenhua Liu3,4*, Guangxi Sun3,4, Xudong Zhu3,4, Haoran Zhang3,4, Sha Zhu3,4, Jinge Zhao3,4, Junru Chen3,4, Pengfei Shen3,4, Jia Wang3,4, Ni Chen1,2, Qiao Zhou1,2, Hao Zeng3,4 1Department of Pathology, 2Institute of Pathology, 3Department of Urology, 4Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, P. R. China. *Co-first authors. Received April 19, 2020; Accepted August 1, 2020; Epub September 15, 2020; Published September 30, 2020 Abstract: Tumor-infiltrating immune cells have been recognized to be associated with prognosis and response to immunotherapy; however, genes related to immune microenvironment of clear cell renal cell carcinoma (ccRCC) remains unclear. To better understand the effects of genes involved in immune and stromal cells on prognosis, we used Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma (TCGA-KIRC), DAVID database and ESTMATE algorithm, and divided the patients into low and high groups according to immune (median: 1038.45) and stromal scores (median: 667.945), respectively. We found the immune scores were significantly correlated with clinico- pathological parameters and overall survival (OS). Based on immune scores, 890 DEGs were significantly associ- ated with OS among the 1433 up-regulated genes. Based on top 10 DEGs (IL10RA, FCER1G, SASH3, TIGIT, RHOH, IL12RB1, AIF1, LPXN, LAPTM5 and SP140), cases with number of up-regulated genes ≥ 5 were associated poor OS (P = 0.002).
[Show full text]