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The establishment of immune infiltration based novel recurrence predicting nomogram in prostate cancer

机译:基于免疫渗透的新型复发预测墨水前列腺癌中的建立

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Prostate cancer (PCa), a severe health burden for males, accounts for the second frequent cancer and fifth tumor specific death cancer around the world. Several studies on tumor‐infiltrating immune cells (TIICs) have shown inconsistent and controversial results to PCa. We downloaded a gene expression matrix and clinical information from TCGA, and CIBERSORT was used to identify the proportion of TIICs. Wilcoxon's Sign Rank Test evaluated different gene expression levels in PCa and normal tissues. Kaplan‐Meier curves were used to evaluate the associations of TIICs and recurrence‐free survival (RFS). Finally, based on the preset P‐value of .05, the distribution of TIICs in 73 PCa tissues and 11 normal tissues was illustrated. Activated CD4 + T cells and M0 macrophages account for a high proportion in PCa tissues, while neutrophils and monocytes were found at a high density in normal tissues. Further results showed that the density of plasma cells, Treg cells and resting mast cells were associated with advanced PCa. Additionally, M2 macrophages affected the RFS of PCa patients, and AR was also involved. In the current study, we first evaluated the immune infiltration among PCa and revealed that M2 macrophages could predict the prognosis of PCa patients. Meanwhile, based on the LASSO regression analysis, we established a novel nomogram to assess the recurrence risk of PCa based on immune cell proportions and clinical features.
机译:前列腺癌(PCA)是男性严重的健康负担,占世界各地的第二次频繁癌症和第五颗肿瘤的死亡癌症。关于肿瘤浸润的免疫细胞(Tiics)的几项研究表明PCA的结果不一致和有争议的结果。我们下载了TCGA的基因表达矩阵和临床信息,使用Cibersort来识别Tiics的比例。 Wilcoxon的标志等级测试评估了PCA和正常组织中的不同基因表达水平。 Kaplan-Meier曲线用于评估Tiics和无复发存活的关联(RFS)。最后,基于预设的p值为.05,图示了73种PCA组织和11种正常组织中的Tiics分布。活化的CD4 + T细胞和M0巨噬细胞在PCA组织中的高比例,而中性粒细胞和单核细胞被发现在正常组织中的高密度。进一步的结果表明,血浆细胞,Treg细胞和静息肥大细胞的密度与高级PCA相关。此外,M2巨噬细胞影响了PCA患者的射频,也涉及AR。在目前的研究中,我们首先评估了PCA之间的免疫浸润,并显示M2巨噬细胞可以预测PCA患者的预后。同时,根据套索回归分析,我们建立了一种新颖的载体,以评估基于免疫细胞比例和临床特征的PCA的复发风险。

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