Background Glioblastoma (GBM) is a malignant primary craniocerebral tumor with median survival of less than 15 months. Nuclear receptor coactivator 4 (NCOA4) can regulate the growth of various malignant tumors by participating in various biological processes. However, in glioblastoma, the specific regulatory role and mechanism of NCOA4 have not been clearly explained.Methods We collected GBM patient information from the Cancer Genome Atlas (TCGA). The expression of NCOA4 in GBM and normal tissues and the relationship between NCOA4 and various clinicopathological features, further the enrichment pathway of NCOA4 as well as the relationship between NCOA4 and prognosis of patients and the NCOA4-related nomogram for patient survival were analyzed by various bioinformatic tools including Wilcoxon rank sum test, Logistic regression analysis, Gene ontology term analysis (GO), Gene set enrichment analysis (GSEA), single-sample Gene Set Enrichment Analysis (ssGSEA), Kaplan-Meier analysis and Cox regression comprehensively.Results Our study showed that NCOA4 was significantly overexpressed in GBM, and the higher the expression of NCOA4, the longer the survival. In order to further explore the potential role of NCOA4, we conducted enrichment analysis on NCOA4, established a NCOA4-related PPI network. We found that the expression of NCOA4 was negatively interrelated with the infiltration degree of NK CD56bright cells, and positively interrelated with the infiltration degree of mast cells, B cells, T cells, T helper cells. We created a Nomogram in order to predict the prognosis of patients with GBM.Conclusion High expression of NCOA4 is associated with better prognosis and is associated with immune cell infiltration in GBM.