基于RNA修饰的肺腺癌肿瘤微环境免疫图谱和基因组图谱。

IF 2.8 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Qiang Xu, Lingyu Kong, Zhezhu Han, Xiuying Jin, Mingyan Ding, Zhengri Piao, Songnan Zhang
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引用次数: 0

摘要

背景:最近的研究强调了RNA修饰,即表观转录组学的失调,在肿瘤发生和发展中的作用。消除表观遗传变化的潜力可能会发展出新的治疗和预后方法。然而,这些RNA修饰在肿瘤微环境(TME)中的作用仍然未知。方法:我们评估了来自癌症基因组图谱(TCGA)数据集的502个肺腺癌(LUAD)样本中26个RNA修饰基因的表达特性和遗传改变,包括腺苷-肌苷RNA编辑、选择性聚腺苷化、m1A和m6A。然后,我们使用差异表达基因(DEGs)来开发预测患者预后的特征,这被称为rna修饰的“书写者评分”。此外,我们还分析了TME特征、分子亚型、治疗敏感性和免疫治疗疗效之间的关系。结果:我们全面评估了多层RNA修饰书写者的变化,并确定了RNA修饰书写者表达失衡在LUAD发生和发展中的作用。此外,我们基于6个与LUAD预后相关的差异表达RNA修饰书写基因构建了风险评分模型。Kaplan-Meier (K-M)分析显示,低风险评分特征具有较高的患者总生存率。通过单变量和多变量Cox分析,证明了风险评分模型的预测意义。风险评分模型与免疫和增殖相关通路呈正相关。在抗癌治疗中,高风险评分与高TMB相关,已发现TMB与免疫治疗效果相关。结论:本研究表明,TME的种类、复杂程度与四种RNA修饰分子之间存在较强的相关性。此外,该评分系统可以潜在地预测有效的免疫治疗,并加深我们对TME特征的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RNA modification writer-based immunological profile and genomic landscape of tumor microenvironment in lung adenocarcinoma.

Background: Recent studies have highlighted the role of RNA modification, that is, the dysregulation of epitranscriptomics, in tumorigenesis and progression. The potential for undoing epigenetic changes may develop novel therapeutic and prognostic approaches. However, the roles of these RNA modifications in the tumor microenvironment (TME) are still unknown.

Methods: We assessed the expression properties and genetic alterations of 26 RNA modification writers, including adenosine-to-inosine RNA editing, alternative polyadenylation, m1A, and m6A in 502 lung adenocarcinoma (LUAD) samples from the Cancer Genome Atlas (TCGA) datasets. Then, we used differentially expressed gene (DEGs) to develop a signature for predicting patient outcomes, which was dubbed the "writer score" for RNA-modified writers. In addition, we analyzed the association between TME features, molecular subtypes, treatment sensitivity, and immunotherapy efficacy.

Results: We comprehensively evaluated the changes in multilayer RNA modification writers and identified the role of RNA modification writer expression imbalances in LUAD emergence and progression. Additionally, we constructed a risk-score model based on six LUAD prognosis-associated differentially expressed RNA modification writer genes. Kaplan-Meier (K-M) analyses revealed that the low risk-score signature had high overall patient survival. The predictive significance of the risk-score model was demonstrated using both univariate and multivariate Cox analyses. The risk-score model was positively correlated with the immune- and proliferation-related pathways. In response to anti-cancer treatment, high-risk score is related with high TMB, which has been discovered to correlate with immunotherapy effectiveness.

Conclusion: This study showed a strong correlation between the TME variety, level of complexity, and the four types of RNA modification writers. In addition, this scoring system could potentially predict effective immunotherapy and deepens our understanding of TME characteristics.

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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
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