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坏死性凋亡相关基因在结直肠癌免疫活性及预后中的作用

Role of necroptosis-related genes in immune activity and prognosis of colorectal cancer.

作者信息

Tan Lulu, Wang Shuaifeng, Chang Weilong, Zhang Xiaoying, Deng Rui, Yan Huifang, Zhu Weiwei, Wang Huifen, Cai Yudie, Liu Zhibo, Tan Yuyan, Cui Jinyuan

机构信息

Department of Gastrointestinal Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

Department of Breast and Thyroid Surgery, The First College of Clinical Medical Science, China Three Gorges University, Yichang, China.

出版信息

Front Immunol. 2025 Sep 1;16:1619749. doi: 10.3389/fimmu.2025.1619749. eCollection 2025.

Abstract

BACKGROUND

Necroptosis plays a critical role in the onset and progression of numerous malignancies, with colorectal cancer (CRC) ranking among the leading causes of cancer-related mortality worldwide. However, the relationship between necroptosis-related genes (NRGs) and CRC remains contentious. Hence, this study aims to develop a novel NRG-based signature to predict the prognosis of CRC patients and explore its potential role.

METHODS

Transcriptome data from the Gene Expression Omnibus (GEO) databases and the Cancer Genome Atlas (TCGA) were employed to identify cancer hallmarks associated with outcomes in CRC. A novel NRG signature was formulated and validated using least absolute shrinkage and selection operator (LASSO) regression analysis and COX regression analysis. Subsequently, univariate and multivariate Cox regression analyses, Kaplan-Meier (K-M) survival analysis, receiver operating characteristic (ROC) curves, and nomograms were utilized to assess the predictive capability of our signature. Furthermore, a variety of bioinformatics analysis algorithms were leveraged to uncover potential mechanisms, tumor immune status, and differences in drug sensitivity between the two-risk groups. The expression of signature NRGs in CRC was evaluated through quantitative reverse transcription polymerase chain reaction (qRT-PCR).

RESULTS

A novel signature consisting of eighteen NRGs (CTSB, PAEP, ARL4C, TAP2, WFS1, BATF2, DUSP27, CXCL9, EPHB2, IRF8, CXCL13, GZMB, APOL6, NLRC5, CXCL10, IRF1, HES6, and PTGDR) was successfully established. This signature displayed consistent predictive performance and general applicability for CRC, as validated across three independent cohorts. Moreover, stromal and immune cells within the tumor microenvironment (TME) were found to be correlated with necroptosis. Additionally, notable differences in the sensitivity to anti-tumor agents were observed between the two groups. The qRT-PCR results indicated aberrant expression of these signature NRGs in CRC.

CONCLUSION

NRG was proved to be an accurate predictor of CRC prognosis. Furthermore, the novel signature exhibited consistent value and translational potential for predicting prognosis, tumor immunogenicity, and therapeutic response in CRC.

摘要

背景

坏死性凋亡在众多恶性肿瘤的发生和发展中起关键作用,结直肠癌(CRC)是全球癌症相关死亡的主要原因之一。然而,坏死性凋亡相关基因(NRGs)与CRC之间的关系仍存在争议。因此,本研究旨在开发一种基于NRGs的新型标志物,以预测CRC患者的预后并探索其潜在作用。

方法

利用来自基因表达综合数据库(GEO)和癌症基因组图谱(TCGA)的转录组数据,确定与CRC预后相关的癌症特征。使用最小绝对收缩和选择算子(LASSO)回归分析和COX回归分析制定并验证了一种新型NRG标志物。随后,采用单变量和多变量COX回归分析、Kaplan-Meier(K-M)生存分析、受试者工作特征(ROC)曲线和列线图来评估我们标志物的预测能力。此外,利用多种生物信息学分析算法揭示潜在机制、肿瘤免疫状态以及两个风险组之间药物敏感性的差异。通过定量逆转录聚合酶链反应(qRT-PCR)评估CRC中标志物NRGs的表达。

结果

成功建立了一个由18个NRGs组成的新型标志物(CTSB、PAEP、ARL4C、TAP2、WFS1、BATF2、DUSP27、CXCL9、EPHB2、IRF8、CXCL13、GZMB、APOL6、NLRC5、CXCL10、IRF1、HES6和PTGDR)。在三个独立队列中验证,该标志物对CRC显示出一致的预测性能和普遍适用性。此外,发现肿瘤微环境(TME)中的基质细胞和免疫细胞与坏死性凋亡相关。另外,两组之间观察到对抗肿瘤药物敏感性的显著差异。qRT-PCR结果表明这些标志物NRGs在CRC中表达异常。

结论

NRG被证明是CRC预后的准确预测指标。此外,该新型标志物在预测CRC预后、肿瘤免疫原性和治疗反应方面具有一致的价值和转化潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af8f/12434056/ba5ec184017f/fimmu-16-1619749-g001.jpg

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