GALNT2的RNA修饰“Writers”对宫颈鳞状细胞癌肿瘤微环境的影响。

Shizhang Wang, Lin Chen
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引用次数: 0

摘要

宫颈鳞状细胞癌(CESC)是女性癌症相关死亡的最常见原因之一。RNA修饰“作者”调节和改变RNA分子活性,并与癌症的起源和发展有关。我们探讨了RNA修饰作家对CESC肿瘤微环境的影响及其预后价值。从癌症基因组图谱和基因表达综合数据库下载的CESC样本数据中,RNA修饰作者在遗传和转录水平上发生了改变。基于Cox回归分析和随机森林降维筛选的基因,建立了主成分分析(PCA)评分模型。对CESC患者的生存分析显示,高分和低分患者之间存在显著差异。使用基因集变异分析方法进行功能富集分析。使用CIBERSORT算法对CESC中免疫细胞的相对丰度进行量化。高分和低分患者在多种信号通路和免疫细胞方面存在显著差异。基于癌症药物敏感性基因组学数据,我们分析了CESC的基因突变,并预测了多种抗癌药物的治疗效果。高分患者表现出明显的抵抗力。最后,N-乙酰氨基半乳糖转移酶2(GALNT2)在CESCs中高度表达,并与多种免疫细胞和细胞外基质的形成有关。基于RNA修饰作家的PCA评分与肿瘤微环境中的免疫浸润密切相关,可作为CESC患者预后和用药的参考。
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Effects of RNA Modification "Writers" of GALNT2 on the Tumor Microenvironment in Cervical Squamous Cell Carcinoma.

Cervical squamous cell carcinoma (CESC) is one of the most common causes of cancer-related deaths in women. RNA modification "writers" modulate and alter RNA molecular activity and have been implicated in the origin and development of cancer. We explored the effects of RNA modification writers on the tumor microenvironment in CESC and their prognostic value. RNA modification writers were altered at the genetic and transcriptional levels in CESC sample data downloaded from The Cancer Genome Atlas and Gene Expression Omnibus databases. A principal component analysis (PCA) score model was established based on the genes screened by Cox regression analysis and random forest dimensionality reduction. A survival analysis of CESC patients revealed significant differences between patients with high and low scores. The gene set variation analysis method was used for a functional enrichment analysis. The relative abundance of immune cells in CESCs was quantified using the CIBERSORT algorithm. There were significant differences in multiple signaling pathways and immune cells between the patients with high and low scores. Based on Genomics of Drug Sensitivity in Cancer data, we analyzed the genetic mutations in CESCs and predicted the therapeutic effects of multiple anticancer drugs. Patients with high scores showed significant resistance. Finally, the N-acetylgalactosaminyltransferase 2 (GALNT2) was highly expressed in CESCs and was associated with multiple immune cells and the formation of the extracellular matrix. PCA score based on RNA modification writers is closely associated with immune infiltration in the tumor microenvironment and could be used as a reference for prognosis and medication in CESC patients.

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来源期刊
CiteScore
3.80
自引率
0.00%
发文量
20
审稿时长
>12 weeks
期刊介绍: The Journal of Environmental Pathology, Toxicology and Oncology publishes original research and reviews of factors and conditions that affect human and animal carcinogensis. Scientists in various fields of biological research, such as toxicologists, chemists, immunologists, pharmacologists, oncologists, pneumologists, and industrial technologists, will find this journal useful in their research on the interface between the environment, humans, and animals.
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