A pan-cancer analysis unveiling the function of NR4A family genes in tumor immune microenvironment, prognosis, and drug response.

IF 1.6 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Genes & genomics Pub Date : 2024-08-01 Epub Date: 2024-07-08 DOI:10.1007/s13258-024-01539-1
Seong-Woo Park, Mi-Ryung Han
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Abstract

Background: NR4A family genes play crucial roles in cancers. However, the role of NR4A family genes in cancers remains paradoxical as they promote or suppress tumorigenesis.

Objective: We aimed to conduct comprehensive analyses of the association between the expression of NR4A family genes and tumor microenvironment (TME) based on bioinformatics methods.

Methods: We collected RNA-seq data from 33 cancer types and 20 normal tissue sites from the TCGA and GTEx databases. Expression patterns of NR4A family genes and their associations with DNA methylation, miRNA, overall survival, drug responses, and tumor microenvironment were investigated.

Results: Significant downregulation of all NR4A family genes was observed in 15 cancer types. DNA promoter methylation and expression of NR4A family genes were negatively correlated in five cancers. The expression of 10 miRNAs targeting NR4A family genes was negatively correlated with the expression of NR4A family genes. High expression of all NR4A family genes was associated with poor prognosis in stomach adenocarcinoma and increased expressions of NR4A2 and NR4A3 were associated with poor prognosis in adrenocortical carcinoma. In addition, we found an elevated expression of NR4A2, which enhances the response to various chemotherapeutic drugs, whereas NR4A3 decreases drug sensitivity. Interestingly, in breast cancer, NR4A3 was significantly associated with C2 (IFN-γ dominant), C3 (inflammatory), and C6 (TGF-β dominant) immune subtypes and infiltrated immune cell types, implying both oncogenic and tumor-suppressive functions of NR4A3 in breast cancer.

Conclusion: The NR4A family genes have the potential to serve as a diagnostic, prognostic, and immunological marker of human cancers.

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一项泛癌症分析揭示了 NR4A 家族基因在肿瘤免疫微环境、预后和药物反应中的功能。
背景NR4A家族基因在癌症中起着至关重要的作用。然而,NR4A家族基因在癌症中的作用仍然是矛盾的,因为它们会促进或抑制肿瘤的发生:我们旨在基于生物信息学方法全面分析 NR4A 家族基因表达与肿瘤微环境(TME)之间的关联:我们从TCGA和GTEx数据库中收集了33种癌症类型和20个正常组织部位的RNA-seq数据。研究了NR4A家族基因的表达模式及其与DNA甲基化、miRNA、总生存期、药物反应和肿瘤微环境的关系:结果:在 15 种癌症类型中观察到了所有 NR4A 家族基因的显著下调。在5种癌症中,DNA启动子甲基化与NR4A家族基因的表达呈负相关。10 个靶向 NR4A 家族基因的 miRNAs 的表达与 NR4A 家族基因的表达呈负相关。所有 NR4A 家族基因的高表达与胃腺癌的不良预后有关,NR4A2 和 NR4A3 的表达增加与肾上腺皮质癌的不良预后有关。此外,我们还发现 NR4A2 的表达升高会增强对各种化疗药物的反应,而 NR4A3 则会降低对药物的敏感性。有趣的是,在乳腺癌中,NR4A3与C2(IFN-γ主导型)、C3(炎症型)和C6(TGF-β主导型)免疫亚型和浸润免疫细胞类型显著相关,这意味着NR4A3在乳腺癌中具有致癌和抑制肿瘤的功能:结论:NR4A 家族基因有可能成为人类癌症的诊断、预后和免疫学标志物。
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来源期刊
Genes & genomics
Genes & genomics 生物-生化与分子生物学
CiteScore
3.70
自引率
4.80%
发文量
131
审稿时长
6-12 weeks
期刊介绍: Genes & Genomics is an official journal of the Korean Genetics Society (http://kgenetics.or.kr/). Although it is an official publication of the Genetics Society of Korea, membership of the Society is not required for contributors. It is a peer-reviewed international journal publishing print (ISSN 1976-9571) and online version (E-ISSN 2092-9293). It covers all disciplines of genetics and genomics from prokaryotes to eukaryotes from fundamental heredity to molecular aspects. The articles can be reviews, research articles, and short communications.
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