膀胱癌患者的内皮相关预后指数

Deng-xiong Li, Rui-cheng Wu, Jie Wang, Qing-xin Yu, Zhou-ting Tuo, Lu-xia Ye, De-chao Feng, Shi Deng
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引用次数: 0

摘要

背景在肿瘤微环境中,内皮细胞对膀胱癌(BC)的预后有很大影响。在此,我们旨在通过整合单细胞和大容量 RNA 测序数据,阐明内皮细胞对膀胱癌患者预后的影响。结果EPI的制定包含了6个基因(CYTL1、FAM43A、GSN、HSPG2、RBP7和SLC2A3)。EPI 在癌症基因组图谱(TCGA)和外部验证数据集中都显示出了重要的预后价值。功能结果表明,EPI与内皮细胞功能以及免疫相关过程有密切联系。我们的研究结果表明,从免疫检查点活性、免疫浸润、肿瘤突变负荷、干细胞指数、TIDE和IMvigor210分析来看,EPI评分低风险的患者更有可能对免疫疗法产生积极反应。结论 我们从内皮细胞的角度有效地识别了关键基因,并为 BC 患者构建了 EPI,从而为精准医疗提供了广阔的前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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An endothelial-related prognostic index for bladder cancer patients

Background

Within the tumor microenvironment, endothelial cells hold substantial sway over bladder cancer (BC) prognosis. Herein, we aim to elucidate the impact of endothelial cells on BC patient outcomes by employing an integration of single-cell and bulk RNA sequencing data.

Methods

All data utilized in this study were procured from online databases. R version 3.6.3 and relevant packages were harnessed for the development and validation of an endothelial-associated prognostic index (EPI).

Results

EPI was formulated, incorporating six genes (CYTL1, FAM43A, GSN, HSPG2, RBP7, and SLC2A3). EPI demonstrated significant prognostic value in both The Cancer Genome Atlas (TCGA) and externally validated dataset. Functional results revealed a profound association between EPI and endothelial cell functionality, as well as immune-related processes. Our findings suggest that patients with low-risk EPI scores are more likely to respond positively to immunotherapy, as indicated by immune checkpoint activity, immune infiltration, tumor mutational burden, stemness index, TIDE, and IMvigor210 analyses. Conversely, individuals with high-risk EPI scores exhibited heightened sensitivity to cisplatin, docetaxel, and gemcitabine treatment regimens.

Conclusion

We have effectively discerned pivotal genes from the endothelial cell perspective and constructed an EPI for BC patients, thereby offering promising prospects for precision medicine.

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