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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