核心免疫排斥基因的分子剖析显示 TNFAIP3 是神经母细胞瘤中与免疫相关的预后生物标志物。

IF 4.8 3区 医学 Q2 CELL BIOLOGY
Inflammation Research Pub Date : 2024-09-01 Epub Date: 2024-07-19 DOI:10.1007/s00011-024-01914-4
Linyu Yang, Kai Huang, Lijian Cao, Yue Ma, Suwen Li, Jianwu Zhou, Zhenzhen Zhao, Shan Wang
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引用次数: 0

摘要

背景:神经母细胞瘤(NB神经母细胞瘤(NB)是发病率最高、死亡率最高的儿科实体瘤。50%以上的高危神经母细胞瘤病例会复发,因此寻找新的药物靶点和治疗策略变得尤为重要。在神经母细胞瘤中,肿瘤相关巨噬细胞(TAMs)的存在与患者的不良预后相关。然而,与神经母细胞瘤中TAMs浸润相关的调控基因的临床意义和预后影响仍不清楚,需要进一步研究:我们利用与神经母细胞瘤相关的三个主要数据集(GSE45547、GSE49710、TARGET)中的转录组表达谱进行了综合分析,以确定神经母细胞瘤中与免疫逃避相关的枢纽基因。随后,我们利用 17 个临床神经母细胞瘤样本的单细胞 RNA 测序分析,研究了这些枢纽基因的表达和分布,最终确定了 TNFAIP3。合并上述三个公共数据库后,我们通过 GO 和 KEGG 分析验证了 TNFAIP3 的分子功能。此外,我们还通过多种算法评估了 TNFAIP3 与免疫浸润的相关性及其潜在的免疫治疗影响。我们的单细胞转录组数据揭示了 TNFAIP3 在巨噬细胞极化中的作用。最后,通过初步实验验证了TNFAIP3介导的TAMs在NB中的生物学功能:根据scRNA测序数据,我们发现TNFAIP3在巨噬细胞中的表达明显高于其他免疫细胞类型。GO和KEGG分析表明,TNFAIP3的低表达与多种致癌通路以及免疫相关通路的激活密切相关。随后的验证证实,TNFAIP3高表达组群中的个体有可能从免疫治疗干预中获得更大的优势,同时表现出更高的免疫反应性。通过解密巨噬细胞的假时轨迹,我们发现 TNFAIP3 有可能诱导巨噬细胞向 M1 表型极化。最后,我们通过 RT-qPCR 和免疫荧光检查证实,TNFAIP3 高表达组患者可能从免疫疗法或化疗中获益更多。此外,我们还验证了TNFAIP3在巨噬细胞极化中的作用。初步实验表明,TNFAIP3 介导的 TAMs 可抑制 NB 细胞的增殖、迁移和侵袭能力:我们的研究结果表明,TNFAIP3首次被确定为一种有希望的免疫治疗生物标志物和NB的潜在分子靶点。此外,TAMs中TNFAIP3的存在可能为NB提供了一种新的治疗策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Molecular profiling of core immune-escape genes highlights TNFAIP3 as an immune-related prognostic biomarker in neuroblastoma.

Molecular profiling of core immune-escape genes highlights TNFAIP3 as an immune-related prognostic biomarker in neuroblastoma.

Background: Neuroblastoma (NB) is the most prevalent and deadliest pediatric solid tumor. With of over 50% of high-risk neuroblastoma cases relapse, the imperative for novel drug targets and therapeutic strategies is accentuated. In neuroblastoma, the existence of tumor-associated macrophages (TAMs) correlates with an unfavorable patient prognosis. However, the clinical relevance and prognostic implications of regulatory genes linked to TAMs infiltration in neuroblastoma remain unclear, and further study is required.

Methods: We conducted a comprehensive analysis utilizing transcriptome expression profiles from three primary datasets associated with neuroblastoma (GSE45547, GSE49710, TARGET) to identify hub genes implicated in immune evasion within neuroblastoma. Subsequently, we utilized single-cell RNA sequencing analysis on 17 clinical neuroblastoma samples to investigate the expression and distribution of these hub genes, leading to the identification of TNFAIP3. The above three public databases were merged to allowed for the validation of TNFAIP3's molecular functions through GO and KEGG analysis. Furthermore, we assessed TNFAIP3's correlation with immune infiltration and its potential immunotherapeutic impact by multiple algorithms. Our single-cell transcriptome data revealed the role of TNFAIP3 in macrophage polarization. Finally, preliminary experimental verifications to confirm the biological functions of TNFAIP3-mediated TAMs in NB.

Results: A total of 6 genes related to immune evasion were screened and we found that TNFAIP3 exhibited notably higher expression in macrophages than other immune cell types, based on the scRNA-sequencing data. GO and KEGG analysis showed that low expression of TNFAIP3 significantly correlated with the activation of multiple oncogenic pathways as well as immune-related pathways. Then validation affirmed that individuals within the TNFAIP3 high-expression cohort could potentially derive greater advantages from immunotherapeutic interventions, alongside exhibiting heightened immune responsiveness. Deciphering the pseudotime trajectory of macrophages, we revealed the potential of TNFAIP3 in inducing the polarization of macrophages towards the M1 phenotype. Finally, we confirmed that patients in the TNFAIP3 high expression group might benefit more from immunotherapy or chemotherapy as substantiated by RT-qPCR and immunofluorescence examinations. Moreover, the role of TNFAIP3 in macrophage polarization was validated. Preliminary experiment showed that TNFAIP3-mediated TAMs inhibit the proliferation, migration and invasion capabilities of NB cells.

Conclusions: Our results suggest that TNFAIP3 was first identified as a promising biomarker for immunotherapy and potential molecular target in NB. Besides, the presence of TNFAIP3 within TAMs may offer a novel therapeutic strategy for NB.

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来源期刊
Inflammation Research
Inflammation Research 医学-免疫学
CiteScore
9.90
自引率
1.50%
发文量
134
审稿时长
3-8 weeks
期刊介绍: Inflammation Research (IR) publishes peer-reviewed papers on all aspects of inflammation and related fields including histopathology, immunological mechanisms, gene expression, mediators, experimental models, clinical investigations and the effect of drugs. Related fields are broadly defined and include for instance, allergy and asthma, shock, pain, joint damage, skin disease as well as clinical trials of relevant drugs.
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