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OAT 甲基化差异与口腔鳞状细胞癌患者放疗后肿瘤微环境中的细胞浸润和总生存相关。

Differential OAT methylation correlates with cell infiltration in tumor microenvironment and overall survival postradiotherapy in oral squamous cell carcinoma patient.

机构信息

State Key Laboratory of Oral Diseases, National Center of Stomatology, National Clinical Research Center for Oral Diseases, Frontier Innovation Center for Dental Medicine Plus, West China Hospital of Stomatology, Sichuan University, Chengdu, China.

出版信息

J Oral Pathol Med. 2022 Aug;51(7):611-619. doi: 10.1111/jop.13328. Epub 2022 Jul 3.

Abstract

BACKGROUND

Given that DNA methylation and tumor microenvironment (TME) are susceptible to radiotherapy, we aimed to figure out specific differential DNA methylation to reflect oral squamous cell carcinoma (OSCC) prognosis and associated effect on TME changes postradiotherapy, performing as an efficient biomarker.

MATERIALS AND METHODS

Differentially methylation analysis was performed using data from The Cancer Genome Atlas. Curves of Kaplan-Meier (K-M) survival, cumulative hazard and events, Cox proportional hazards, and linear regression model were conducted to screen and validate differential methylation genes, while multiple regression equation to analyze if ornithine aminotransferase (OAT) methylation correlates with radiotherapy. For correlation between OAT methylation and immune infiltrates, CIBERSORT and ESTIMATE algorithms were performed, following gene set enrichment analysis (GSEA) and ssGSEA analysis to evaluate biological process.

RESULTS

Compared to normal tissues, only OAT in OSCC was differential significantly by K-M analysis (p = 0.0364). OAT hypermethylation was associated with increased overall survival (hazard ratio: 0.65, p = 0.0358). Radiotherapy correlated with OAT methylation (β = -0.01, p = 0.0061); most patients with OAT hypermethylation were radiation-sensitive. Hypomethylated OAT correlated with higher cell infiltrations in TME. Neuroactive ligand-receptor interaction was most significantly related to OAT methylation (p = 9.2e-10). Sulfur metabolism was the most significantly in OAT hypermethylation group (p = 0.0041) and RIG-I-like receptor in OAT hypomethylation group (p = 0.0094).

CONCLUSION

OAT methylation can serve as a predictor of OSCC prognosis postradiotherapy with potential mechanism by changing cell infiltrations in TME, but further experimental study deserves to carry out confirming the role and mechanism of OAT methylation in OSCC.

摘要

背景

鉴于 DNA 甲基化和肿瘤微环境(TME)易受放射治疗影响,我们旨在确定特定的差异 DNA 甲基化,以反映口腔鳞状细胞癌(OSCC)的预后,并在放射治疗后反映 TME 变化的相关影响,作为一种有效的生物标志物。

材料和方法

使用来自癌症基因组图谱的数据进行差异甲基化分析。使用 Kaplan-Meier(K-M)生存曲线、累积风险和事件、Cox 比例风险和线性回归模型筛选和验证差异甲基化基因,而多元回归方程用于分析鸟氨酸氨基转移酶(OAT)甲基化是否与放疗相关。为了分析 OAT 甲基化与免疫浸润之间的相关性,进行了 CIBERSORT 和 ESTIMATE 算法分析,随后进行了基因集富集分析(GSEA)和 ssGSEA 分析以评估生物学过程。

结果

与正常组织相比,只有 OSCC 中的 OAT 通过 K-M 分析差异显著(p=0.0364)。OAT 高甲基化与总生存率增加相关(风险比:0.65,p=0.0358)。放射治疗与 OAT 甲基化相关(β=-0.01,p=0.0061);大多数 OAT 高甲基化患者对放射治疗敏感。OAT 低甲基化与 TME 中更高的细胞浸润相关。神经活性配体-受体相互作用与 OAT 甲基化最显著相关(p=9.2e-10)。在 OAT 高甲基化组中,硫代谢最为显著(p=0.0041),在 OAT 低甲基化组中,RIG-I 样受体最为显著(p=0.0094)。

结论

OAT 甲基化可作为 OSCC 放射治疗后预后的预测因子,其潜在机制可能是通过改变 TME 中的细胞浸润,但其作用和机制需要进一步的实验研究来证实。

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