膀胱癌免疫浸润和预后中的肿瘤缺氧问题。

IF 1.5 4区 医学 Q4 ONCOLOGY
Translational cancer research Pub Date : 2024-07-31 Epub Date: 2024-07-26 DOI:10.21037/tcr-23-2375
Fanghong Xu, Xinyue Yao, Nanjing Zhou, Zuohuai Hu, Chenrui Guo, Hang Zhou, Xiaokai Yan
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引用次数: 0

摘要

背景:膀胱癌(BC)是世界上第六大常见癌症,也是导致男性癌症死亡的第九大原因。以往的研究表明,肿瘤缺氧在膀胱癌的发生和发展中起着重要作用,但肿瘤缺氧在膀胱癌的预后和免疫浸润中的作用仍不清楚。我们的目的是结合临床分析进行生物信息学分析,探讨缺氧在BC中的作用:我们从基因表达总库(Gene Expression Omnibus,GEO)中获取了包含 BC 队列 mRNA 表达信息的数据集(GSE13507、GSE5287 和 GSE1827),并使用基因组变异分析(Gene Set Variation Analysis,GSVA)测量了缺氧评分。然后,我们采用X-tile法、对数秩检验和皮尔逊相关检验分析了缺氧评分与BC临床病理和免疫学特征之间的关系,并采用逐步Cox回归分析建立了预后模型:结果:低氧与肿瘤分级、病理类型、浸润和预后密切相关。此外,我们还通过相关性分析确定缺氧与多种免疫细胞的浸润丰度密切相关,并进一步发现肿瘤免疫细胞浸润与 BC 的肿瘤分级和肿瘤类型显著相关。此外,我们还根据缺氧评分和肿瘤免疫浸润情况构建了多个模型,其C指数介于0.703和0.888之间,在预测BC的预后方面表现良好:我们的研究表明,缺氧在BC的进展、预后和肿瘤免疫浸润中起着重要作用。我们基于缺氧和肿瘤免疫浸润的模型对 BC 患者的预后和治疗具有指导作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tumor hypoxia in immune infiltration and prognosis of bladder cancer.

Background: Bladder cancer (BC) is the sixth most common cancer and the ninth leading cause of cancer death among men in the world. Previous studies have shown that tumor hypoxia plays an important role in the occurrence and development of BC, but the role of tumor hypoxia in the prognosis and immune infiltration of BC remains unclear. Our aim was to perform a bioinformatics analysis combined with a clinical analysis to explore the roles of hypoxia in BC.

Methods: We acquired datasets (GSE13507, GSE5287, and GSE1827) containing mRNA expression information from BC cohorts from the Gene Expression Omnibus (GEO) and measured the Hypoxia score using the Gene Set Variation Analysis (GSVA). Then we used X-tile method and log-rank test and Pearson's correlation test to analyze the relation among the Hypoxia score and the clinicopathological and immunological characteristics of BC and used stepwise Cox regression analysis to establish a Prognostic model.

Results: Hypoxia was found to be closely associated with tumor grade, pathological type, invasion, and prognosis of BC in our study. Moreover, we determined that hypoxia was closely related to the infiltration abundance of multiple immune cells through a correlation analysis, and the tumor immune cell infiltration was further found to be significantly associated with the tumor grade and tumor type of BC. Furthermore, we constructed several models based on the Hypoxia score and tumor immune infiltration with C-indexes ranging from 0.703 and 0.888, which showed good performance in predicting the prognosis of BC.

Conclusions: Our study showed that hypoxia plays an important role in the progression, prognosis, and tumor immune infiltration of BC. Our models based on hypoxia and tumor immune infiltration play a guiding role in the prognosis and treatment of BC patients.

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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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