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缺氧相关长非编码 RNA 特征在肝细胞癌中的预后和预测价值。

Prognostic and predictive value of the hypoxia-associated long non-coding RNA signature in hepatocellular carcinoma.

机构信息

Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing 211166, China.

Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, China.

出版信息

Yi Chuan. 2022 Feb 20;44(2):153-167. doi: 10.16288/j.yczz.21-416.

DOI:10.16288/j.yczz.21-416
PMID:35210216
Abstract

Hepatocellular carcinoma (HCC) is a common cancer worldwide. Hypoxia is an important feature of solid tumors, including HCC, and is also an important factor involved in malignancy progression. However, the identification of hypoxia-related long non-coding RNA (lncRNAs) and their prognostic value in HCC have not been systematically investigated. The aim of this study is to identify the features based on the hypoxia-related lncRNAs and evaluate their predictive value for HCC prognosis. Based on the integrated analysis of HCC transcriptome data from The Cancer Genome Atlas (TCGA), we had identified 233 potential hypoxia-related lncRNAs. We further evaluated the prognostic value of these lncRNAs and optimally established a 12-lncRNA (AC012676.1, PRR7-AS1, AC020915.2, AC008622.2, AC026401.3, MAPKAPK5-AS1, MYG1-AS1, AC015908.3, AC009275.1, MIR210HG, CYTOR and SNHG3) prognostic risk model. The Cox proportional hazards regression analysis revealed that the hypoxia risk score is a novel independent prognostic predictor for HCC patients, which outperforms the traditional clinical pathological factors. Gene set enrichment analysis (GSEA) showed that the hypoxia risk score reflects the activation of biological features related to cell proliferation and the inactivation of lipid metabolism processes. In summary, we had constructed a risk score model based on 12 hypoxia-related lncRNAs, which might be a promising prognostic predictor for HCC patients and highlight their potential roles in the prevention and treatment of this malignancy.

摘要

肝细胞癌(HCC)是全球常见的癌症。缺氧是包括 HCC 在内的实体瘤的一个重要特征,也是恶性肿瘤进展中涉及的一个重要因素。然而,缺氧相关长链非编码 RNA(lncRNA)的鉴定及其在 HCC 中的预后价值尚未得到系统研究。本研究旨在基于缺氧相关 lncRNA 确定特征,并评估其对 HCC 预后的预测价值。

我们基于癌症基因组图谱(TCGA)的 HCC 转录组数据的综合分析,确定了 233 个潜在的缺氧相关 lncRNA。我们进一步评估了这些 lncRNA 的预后价值,并优化建立了一个 12-lncRNA(AC012676.1、PRR7-AS1、AC020915.2、AC008622.2、AC026401.3、MAPKAPK5-AS1、MYG1-AS1、AC015908.3、AC009275.1、MIR210HG、CYTOR 和 SNHG3)预后风险模型。Cox 比例风险回归分析显示,缺氧风险评分是 HCC 患者新的独立预后预测因子,优于传统的临床病理因素。基因集富集分析(GSEA)显示,缺氧风险评分反映了与细胞增殖相关的生物学特征的激活和脂质代谢过程的失活。

总之,我们构建了一个基于 12 个缺氧相关 lncRNA 的风险评分模型,它可能是 HCC 患者有前途的预后预测因子,并突出了它们在预防和治疗这种恶性肿瘤中的潜在作用。

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