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

机译:基于免疫浸润的新型前列腺癌复发预测诺模图的建立

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摘要

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)是男性的沉重健康负担,在全球范围内,它是第二大常见癌症和第五个特定于肿瘤的死亡癌症。对肿瘤浸润免疫细胞(TIIC)的多项研究表明,PCa的结果不一致且有争议。我们从TCGA下载了基因表达矩阵和临床信息,并使用CIBERSORT来识别TIICs的比例。 Wilcoxon的Sign Rank Test评估了PCa和正常组织中不同的基因表达水平。 Kaplan-Meier曲线用于评估TIIC与无复发生存期(RFS)的关联。最后,基于0.05的预设P值,说明了TIIC在73个PCa组织和11个正常组织中的分布。活化的CD4 + T细胞和M0巨噬细胞在PCa组织中占很高的比例,而在正常组织中嗜中性粒细胞和单核细胞的密度很高。进一步的结果表明,浆细胞,Treg细胞和静息肥大细胞的密度与晚期PCa有关。此外,M2巨噬细胞影响PCa患者的RFS,AR也参与其中。在本研究中,我们首先评估了PCa之间的免疫浸润,并发现M2巨噬细胞可以预测PCa患者的预后。同时,基于LASSO回归分析,我们建立了一种新颖的列线图,可以根据免疫细胞比例和临床特征评估PCa的复发风险。

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