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基于 m6A 甲基化调控因子的共识聚类和新型风险评分模型构建,用于评估早期肺腺癌的预后和肿瘤免疫微环境。

Consensus clustering and novel risk score model construction based on m6A methylation regulators to evaluate the prognosis and tumor immune microenvironment of early-stage lung adenocarcinoma.

机构信息

Department of Radiation Oncology, People’s Hospital of Deyang, Deyang 618000, Sichuan, P.R. China.

Department of Cardiovascular Surgery, People’s Hospital of Deyang, Deyang 618000, Sichuan, P.R. China.

出版信息

Aging (Albany NY). 2024 Jul 5;16(14):11318-11338. doi: 10.18632/aging.206004.

Abstract

BACKGROUND

The aim of this study was to investigate the correlation between mA methylation regulators and cell infiltration characteristics in tumor immune microenvironment (TIME), so as to help understand the immune mechanism of early-stage lung adenocarcinoma (LUAD).

METHODS

The expression and consensus cluster analyses of mA methylation regulators in early-stage LUAD were performed. The clinicopathological features, immune cell infiltration, survival and functional enrichment in different subtypes were analyzed. We also constructed a prognostic model. Clinical tissue samples were used to validate the expression of model genes through real-time polymerase chain reaction (RT-PCR). In addition, cell scratch assay and Transwell assay were also performed.

RESULTS

Expression of mA methylation regulators was abnormal in early-stage LUAD. According to the consensus clustering of mA methylation regulators, patients with early-stage LUAD were divided into two subtypes. Two subtypes showed different infiltration levels of immune cell and survival time. A prognostic model consisting of HNRNPC, IGF2BP1 and IGF2BP3 could be used to predict the survival of early-stage LUAD. RT-PCR results showed that HNRNPC, IGF2BP1 and IGF2BP3 were significantly up-regulated in early-stage LUAD tissues. The results of cell scratch assay and Transwell assay showed that overexpression of HNRNPC promotes the migration and invasion of NCI-H1299 cells, while knockdown HNRNPC inhibits the migration and invasion of NCI-H1299 cells.

CONCLUSIONS

This work reveals that mA methylation regulators may be potential biomarkers for prognosis in patients with early-stage LUAD. Our prognostic model may be of great value in predicting the prognosis of early-stage LUAD.

摘要

背景

本研究旨在探讨 mA 甲基化调控因子与肿瘤免疫微环境(TIME)中细胞浸润特征的相关性,以期有助于理解早期肺腺癌(LUAD)的免疫机制。

方法

对早期 LUAD 中 mA 甲基化调控因子的表达和共识聚类进行分析。分析不同亚型的临床病理特征、免疫细胞浸润、生存和功能富集情况。我们还构建了一个预后模型。通过实时聚合酶链反应(RT-PCR)检测临床组织样本中模型基因的表达。此外,还进行了细胞划痕实验和 Transwell 实验。

结果

mA 甲基化调控因子在早期 LUAD 中的表达异常。根据 mA 甲基化调控因子的共识聚类,早期 LUAD 患者被分为两个亚型。两个亚型的免疫细胞浸润水平和生存时间不同。由 HNRNPC、IGF2BP1 和 IGF2BP3 组成的预后模型可用于预测早期 LUAD 的生存情况。RT-PCR 结果显示,早期 LUAD 组织中 HNRNPC、IGF2BP1 和 IGF2BP3 表达显著上调。细胞划痕实验和 Transwell 实验结果表明,HNRNPC 过表达促进 NCI-H1299 细胞的迁移和侵袭,而 HNRNPC 敲低则抑制 NCI-H1299 细胞的迁移和侵袭。

结论

本研究揭示了 mA 甲基化调控因子可能是早期 LUAD 患者预后的潜在生物标志物。我们的预后模型可能对预测早期 LUAD 的预后具有重要价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ac62/11315395/516ed67952fd/aging-16-206004-g001.jpg

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