基于浸润性CD8+ T细胞的膀胱尿路上皮癌预后和治疗预测风险模型的鉴定

IF 3 Q3 ONCOLOGY
Ligang Ma , Ruixin Li , Junjie Su , Qiong Cao , Haojie Wang , Zhihao Wei , Chengliang Wang , Chengdong Zhang , Guanyu Li , Wang Qin , Zheng Zhang , Chu Wang , Yingao Zhu , Jingjing Zhao , Shiyong Xin , Jun Ma
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引用次数: 0

摘要

随着越来越多的证据表明免疫细胞显著促进肿瘤进展,阐明其在肿瘤预后和治疗中的作用已变得势在必行。本研究旨在全面表征膀胱癌(BLCA)的肿瘤浸润免疫细胞,并确定与BLCA预后和治疗结果相关的关键免疫细胞和基因模型。方法首先评估浸润免疫细胞丰度与预后的关系,选择CD8+T细胞建立基于5个关键基因构建的风险模型。绘制ROC曲线,证明风险模型对BLCA具有较高的预后预测价值。结果我们的相关分析显示,风险评分与肿瘤免疫周期的几个步骤呈负相关。此外,风险评分与CD8、CD274、IFNG、Merck18和几种常见免疫检查点的表达水平呈负相关。此外,高评分组的肿瘤排除评分和肿瘤免疫功能障碍与排斥(TIDE)评分显著高于低评分组。值得注意的是,风险评分与免疫治疗相关通路的富集评分呈负相关,表明低评分组的治疗效益大于高评分组。然后,共鉴定出171种化疗药物和靶向药物。随后用免疫组织化学、EDU和Western blot验证我们的结果。结论肿瘤浸润CD8+ T细胞在膀胱癌(BLCA)的预后和治疗中起关键作用。这一发现可能为未来膀胱癌的预后预测和治疗策略提供新的方向和启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Identification of a risk model for prognostic and therapeutic prediction in bladder urothelial carcinoma based on infiltrating CD8+ T cells

Identification of a risk model for prognostic and therapeutic prediction in bladder urothelial carcinoma based on infiltrating CD8+ T cells

Background

With increasing evidence indicating that immune cells significantly contribute to tumor progression, elucidating their role in tumor prognosis and therapy has become imperative. This study aims to thoroughly characterize tumor-infiltrating immune cells in bladder cancer (BLCA) and identify key immune cells and gene models associated with prognosis and therapeutic outcomes in BLCA.

Methods

Initially, we assessed the relationship between the abundance of infiltrating immune cells and prognosis, CD8+T cell was selected to establish the risk model, which was constructed based on five key genes. Then ROC curve was drawn to demonstrate the risk model had high prognosis predictive value in BLCA.

Results

Our correlation analysis revealed that riskscore was negatively associated with several steps of the tumor immune cycle. Additionally, the risk score exhibited a negative correlation with the expression levels of CD8,CD274,IFNG, Merck18, and several common immune checkpoints. Furthermore, the tumor exclusion score and Tumor Immune Dysfunction and Exclusion (TIDE) score were significantly higher in the high-score group compared to the low-score group. Notably, the risk score demonstrated a negative correlation with the enrichment score of immunotherapy-related pathways, indicating that the therapeutic benefit was greater in the low-score group than in the high-score group. Then, a total of 171 chemotherapy and targeted drugs were identified. Subsequently, immunohistochemistry, EDU and Western blot were used to verify our result.

Conclusions

Our results confirmed that the tumor infiltration CD8+ T cells in tumors plays a critical role in the prognosis and treatment of bladder cancer (BLCA). This insight may offer new directions and inspiration for prognostic prediction and therapeutic strategies for bladder cancer in the future.
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来源期刊
Advances in cancer biology - metastasis
Advances in cancer biology - metastasis Cancer Research, Oncology
CiteScore
2.40
自引率
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审稿时长
103 days
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