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m6A 相关基因促进肝癌不良预后。

m6A-Related Genes Contribute to Poor Prognosis of Hepatocellular Carcinoma.

机构信息

Endoscopy Center, Liaoning Province Cancer Hospital & Institute (Cancer Hospital of China Medical University), No. 44 Xiaoheyan Road, Dadong District, Shenyang City, Liaoning Province, China 110042.

Liaoning Province Cancer Hospital & Institute (Cancer Hospital of China Medical University), No. 44 Xiaoheyan Road, Dadong District, Shenyang City, Liaoning Province, China 110042.

出版信息

Comput Math Methods Med. 2022 Oct 26;2022:2427987. doi: 10.1155/2022/2427987. eCollection 2022.

Abstract

BACKGROUND

Hepatocellular carcinoma (HCC) is one of the most common and lethal digestive system cancers worldwide. N6-methyladenosine (m6A) modification plays an essential role in diverse critical biological processes and may participate in the development and progression of HCC.

METHODS

We downloaded transcriptome data and clinical data from TCGA as the training set. COX and LASSO screened prognostic m6A genes. ROC and Kaplan-Meier curve analysis evaluated the effectiveness of the model. ICGC and our center data were used as verification sets.

RESULTS

We include the "writer (METTL3, METTL14, WTAP, KIAA1429, RBM15, ZC3H13)," the "reader (YTHDC1, YTHDC2, YTHDF1, YTHDF2, HNRNPC)," and the "eraser (FTO, ALKBH5)" in the study. We obtained YTHDF2, YTHDF1, METTL3, and KIAA1429 through differential analysis, survival analysis, and LASSO regression analysis. The prediction model was established based on the expression of these 4 molecules. HCC patients were divided into "high-risk" and "low-risk" groups to compare survival differences. The model suggested a poor prognosis in the validation sets.

CONCLUSION

The four-m6A-related-gene combination model was an independent prognostic factor of HCC and could improve the prediction of the prognosis of HCC.

摘要

背景

肝细胞癌(HCC)是全球最常见和最致命的消化系统癌症之一。N6-甲基腺苷(m6A)修饰在各种关键的生物学过程中发挥着重要作用,可能参与了 HCC 的发生和发展。

方法

我们从 TCGA 下载了转录组数据和临床数据作为训练集。COX 和 LASSO 筛选预后 m6A 基因。ROC 和 Kaplan-Meier 曲线分析评估模型的有效性。ICGC 和我们中心的数据被用作验证集。

结果

我们在研究中包括了“writer(METTL3、METTL14、WTAP、KIAA1429、RBM15、ZC3H13)”、“reader(YTHDC1、YTHDC2、YTHDF1、YTHDF2、HNRNPC)”和“eraser(FTO、ALKBH5)”。我们通过差异分析、生存分析和 LASSO 回归分析获得了 YTHDF2、YTHDF1、METTL3 和 KIAA1429。基于这 4 个分子的表达建立了预测模型。将 HCC 患者分为“高风险”和“低风险”组以比较生存差异。该模型在验证集中提示预后不良。

结论

四 m6A 相关基因组合模型是 HCC 的一个独立预后因素,可以提高 HCC 预后的预测能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ebc2/9629938/c05c4dd35759/CMMM2022-2427987.001.jpg

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