免疫系统                        
                
                                
                        
                            CD8型                        
                
                                
                        
                            转录组                        
                
                                
                        
                            细胞周期                        
                
                                
                        
                            小桶                        
                
                                
                        
                            癌症研究                        
                
                                
                        
                            医学                        
                
                                
                        
                            肿瘤浸润淋巴细胞                        
                
                                
                        
                            体细胞                        
                
                                
                        
                            细胞                        
                
                                
                        
                            膀胱癌                        
                
                                
                        
                            肿瘤科                        
                
                                
                        
                            生物                        
                
                                
                        
                            免疫学                        
                
                                
                        
                            癌症                        
                
                                
                        
                            基因表达                        
                
                                
                        
                            遗传学                        
                
                                
                        
                            基因                        
                
                        
                    
            作者
            
                Chuanjie Zhang,Lu-Ping Shen,Feng Qi,Jincheng Wang,Jun Luo            
         
                    
        
    
            
        
                
            摘要
            
            Abstract To explore the prognosis of tumor mutation burden (TMB) and underlying relationships with tumor‐infiltrating immune cells in bladder cancer (BLCA). Transcriptome profiles and somatic mutation data from The Cancer Genome Atlas database by the GDC tool. A total of 437 samples were included, consisted of 412 BLCA patients and matched 25 normal samples. Specific mutation information was summarized and illustrated in waterfall plot. Higher TMB levels revealed improved overall survival (OS) and lower tumor recurrence. We found 68 differentially expressed genes in two TMB groups and identified eight independent hub TMB‐related signature. Pathway analysis suggested that differential TMB‐related signature correlated with multiple cancer‐related crosstalk, including cell cycle, DNA replication, cellular senescence, and p53 signaling pathway. Besides, the tumor mutation burden related signature (TMBRS) model based on eight signature possessed well predictive value with area under curve (AUC) = 0.753, and patients with higher TMBRS scores showed worse OS outcomes ( p < .001). Moreover, we exhibited the inferred immune cell fractions in box plot and differential abundance of immune cells were shown in the heatmap. The Wilcoxon rank‐sum test suggested that CD8+ T cell ( p = .001) and memory activated CD4+ T cell ( p = .004) showed higher infiltrating levels in high‐TMB group, while the density of resting mast cells showed lower infiltrating level in high‐TMB group ( p = .016). Finally, it is significant to note that CD8+ T cell and memory activated CD4+ T cell subsets not only revealed higher infiltrating abundance in high‐TMB group but correlated with prolonged OS and lower risk of tumor recurrence, respectively.
         
            
 
                 
                
                    
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