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免疫基因组学特征与膀胱癌预后相关的细胞死亡相关基因。

Immunogenomic Characteristics of Cell-Death-Associated Genes with Prognostic Implications in Bladder Cancer.

机构信息

Department of Urology, Fudan University Shanghai Cancer Center, Shanghai, China.

Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.

出版信息

Front Immunol. 2022 Jul 11;13:909324. doi: 10.3389/fimmu.2022.909324. eCollection 2022.

Abstract

Bladder cancer is one of the most common genitourinary malignant cancers worldwide. Cell death processes, including apoptosis, ferroptosis, and necrosis, provide novel clinical and immunological insights promoting the management of precision medicine. Therefore, this study aimed to evaluate the transcriptomic profile of signatures in cell death pathways with significant prognostic implications in patients with bladder cancer from multiple independent cohorts (n = 1999). First, genes involved in apoptosis (n = 19), ferroptosis (n = 31), and necrosis (n = 6) were analyzed to evaluate the prognostic implications in bladder cancer. Significant genes were included to establish the cell-death index (CDI) of 36 genes that distinguished patients according to high and low risks. Survival analysis using the Kaplan-Meier curves clustered patients based on overall survival (18.8 vs. 96.7 months; hazard model [HR] = 3.12, <00001). Cox proportional hazard model was significantly associated with a higher risk of mortality using 10 external independent cohorts in patients with CDI (HR = 1.31, 95% CI: 1.04-1.62). To explore immune parameters associated with CDI, microenvironment cell-population-counter algorithms indicated increased intratumoral heterogeneity and macrophage/monocyte infiltration and CD8 T cells in patients with CDI group. Besides, the CDI group showed an increased expression of the following immune checkpoints: CD276, PD-L1, CTLA-4, and T-cell exhaustion signatures. Cytokine expression analysis revealed the highest association of IL-9R, IL-17A, IL-17F, GDF7, and IFNW1 with the high-risk group. In addition, 42 patients with BCa receiving immunotherapies were enrolled from a real-world cohort, and expression patterns of three CDI hub genes (DRD5, SCL2A14, and IGF1) were detected using immunohistochemical staining. Patients with triple-negative staining of tumor tissues had significantly higher tumor-associated macrophage abundance, PD-L1 expression, predicted immunocompromised microenvironment, and prominently progressive progression (HR = 4.316, = 0.0028). In conclusion, this study highlights the immunoevasive tumor microenvironment characterized by the higher tumor-associated macrophage infiltration with the presence of immune checkpoint and T-cell exhaustion genes in patients with BCa at CDI risk who might suffer progression and be more suitable to benefit from immune checkpoint inhibitors or other immunotherapies.

摘要

膀胱癌是全球最常见的泌尿生殖系统恶性肿瘤之一。细胞死亡过程,包括细胞凋亡、铁死亡和坏死,为精准医学的管理提供了新的临床和免疫学见解。因此,本研究旨在评估来自多个独立队列(n=1999)的膀胱癌患者中具有显著预后意义的细胞死亡途径的转录组特征。首先,分析了涉及细胞凋亡(n=19)、铁死亡(n=31)和坏死(n=6)的基因,以评估其在膀胱癌中的预后意义。选择显著基因建立 36 个基因的细胞死亡指数(CDI),根据高风险和低风险区分患者。Kaplan-Meier 曲线的生存分析根据总生存期将患者聚类(18.8 vs. 96.7 个月;风险模型[HR]=3.12,<0.00001)。Cox 比例风险模型在使用 CDI 患者的 10 个外部独立队列中与死亡率的高风险显著相关(HR=1.31,95%CI:1.04-1.62)。为了探索与 CDI 相关的免疫参数,微环境细胞群体计数器算法表明 CDI 组患者的肿瘤内异质性和巨噬细胞/单核细胞浸润以及 CD8 T 细胞增加。此外,CDI 组显示出以下免疫检查点的表达增加:CD276、PD-L1、CTLA-4 和 T 细胞耗竭特征。细胞因子表达分析显示,IL-9R、IL-17A、IL-17F、GDF7 和 IFNW1 与高危组的关联最高。此外,从真实世界队列中招募了 42 名接受免疫治疗的 BCa 患者,并使用免疫组织化学染色检测了三个 CDI 枢纽基因(DRD5、SCL2A14 和 IGF1)的表达模式。肿瘤组织三重阴性染色的患者具有明显更高的肿瘤相关巨噬细胞丰度、PD-L1 表达、预测免疫受损微环境和明显进展性进展(HR=4.316,p=0.0028)。总之,本研究强调了具有免疫逃避肿瘤微环境特征的膀胱癌患者,其特征是具有更高的肿瘤相关巨噬细胞浸润,并存在免疫检查点和 T 细胞耗竭基因,这些患者在 CDI 风险下可能会进展,并更适合从免疫检查点抑制剂或其他免疫疗法中获益。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a25b/9309377/fa54c0f57deb/fimmu-13-909324-g001.jpg

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