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胃癌中铁死亡的异常情况及功能意义的综合分析

Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer.

作者信息

Xiao Jun, Zheng Lingyan, Liu Jingfeng

机构信息

Department of Gastrointestinal Surgery, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China.

Fujian Key Laboratory of Advanced Technology for Cancer Screening and Early Diagnosis, Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, China.

出版信息

Front Pharmacol. 2022 Jul 12;13:919490. doi: 10.3389/fphar.2022.919490. eCollection 2022.

Abstract

Ferroptosis is a type of iron-dependent necrosis related to cancer. Nevertheless, the features of ferroptosis in gastric cancer (GC) remain poorly understood. This study conducted a systematic analysis of ferroptosis regulators in GC. We gathered five GC cohorts, namely, TCGA-STAD, GSE84437, GSE62254, GSE26901, and GSE15459. Unsupervised clustering analysis was adopted to cluster GC patients into different ferroptosis subtypes based on ferroptosis regulators. Immune cell infiltration and hallmark pathway activity were estimated ssGSEA. The ferroptosis index was developed with the PCA computational method. Response to chemotherapy agents and small molecular compounds was inferred GDSC, CTRP, and PRISM projects. Two anti-PD-1 therapy cohorts were gathered and the potential of FPI in predicting immune response was assessed. Expression profiles, genetic mutations, DNA methylation, prognostic implications, and drug sensitivity of ferroptosis regulators were characterized in GC. Three ferroptosis subtypes were clustered with distinct prognosis, hallmark pathway activity, and tumor-infiltrating immune cells. Ferroptosis levels were quantified based on the expression of prognostic ferroptosis-related signatures. The significant relationships between FPI and clinicopathological characteristics were observed. Furthermore, high FPI was in relation to poor prognosis, inflamed tumor microenvironment (TME) as well as high sensitivity to chemotherapy agents (docetaxel and cisplatin), and CTRP- and PRISM-derived compounds. Also, FPI acted as a promising predictor of immune response. Collectively, our findings identified a novel ferroptosis-based subtype classification of GC, and revealed the potential of ferroptosis in forming TME diversity and complexity, and guiding individualized treatment.

摘要

铁死亡是一种与癌症相关的铁依赖性坏死。然而,胃癌(GC)中铁死亡的特征仍知之甚少。本研究对GC中的铁死亡调节因子进行了系统分析。我们收集了五个GC队列,即TCGA-STAD、GSE84437、GSE62254、GSE26901和GSE15459。采用无监督聚类分析,根据铁死亡调节因子将GC患者聚类为不同的铁死亡亚型。通过单样本基因集富集分析(ssGSEA)评估免疫细胞浸润和标志性通路活性。用主成分分析(PCA)计算方法建立铁死亡指数。通过GDSC、CTRP和PRISM项目推断对化疗药物和小分子化合物的反应。收集了两个抗程序性死亡蛋白1(PD-1)治疗队列,并评估了铁死亡预后指数(FPI)预测免疫反应的潜力。对GC中铁死亡调节因子的表达谱、基因突变、DNA甲基化、预后意义和药物敏感性进行了表征。聚类出三种铁死亡亚型,具有不同的预后、标志性通路活性和肿瘤浸润免疫细胞。基于预后铁死亡相关特征的表达对铁死亡水平进行了量化。观察到FPI与临床病理特征之间存在显著关系。此外,高FPI与预后不良、炎症性肿瘤微环境(TME)以及对化疗药物(多西他赛和顺铂)和CTRP及PRISM衍生化合物的高敏感性相关。此外,FPI是免疫反应的一个有前景的预测指标。总体而言,我们的研究结果确定了一种基于铁死亡的GC新亚型分类,并揭示了铁死亡在形成TME多样性和复杂性以及指导个体化治疗方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec59/9315307/ec6870b87392/fphar-13-919490-g001.jpg

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