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基于生物信息学分析鉴定出一个具有高预测性能的 11-lncRNA 标志物,用于预测肝细胞癌的预后。

Identification of an 11-lncRNA signature with high performance for predicting the prognosis of hepatocellular carcinoma using bioinformatics analysis.

机构信息

Department of Integrated Chinese and Western Medicine, Hangzhou Cancer Hospital, Hangzhou.

Department of Oncology, The First Affiliated Hospital Of Hainan Medical University, Haikou, China.

出版信息

Medicine (Baltimore). 2021 Feb 5;100(5):e23749. doi: 10.1097/MD.0000000000023749.

DOI:10.1097/MD.0000000000023749
PMID:33592832
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7870215/
Abstract

Hepatocellular carcinoma (HCC) is a common primary liver cancer with a high incidence and mortality. This study was conducted to identify a long non-coding RNA (lncRNA) signature that may serve as a predictor for HCC prognosis.RNA-seq data were extracted from The Cancer Genome Atlas database. Differentially expressed genes, lncRNAs, and miRNAs were identified in HCC (n = 374) and control samples (n = 50) and used to screen prognosis-associated lncRNA signatures. The association of the lncRNA signature with HCC prognosis was analyzed and a competitive endogenous RNA regulatory network involving the lncRNA signature was constructed.A total of 199 mRNAs, 1092 lncRNAs, and 251 miRNAs were differentially expressed between HCC and control samples. Among these lncRNAs, 11 prognosis-associated lncRNAs were used to construct a lncRNA signature. Cox regression analysis showed that patients with higher risk scores of the lncRNA signature were at risk of poor prognosis. Four lncRNAs (including LINC01517, DDX11-AS1, LINC01136, and RP11-20J15.2) and 7 miRNAs (including miR-195, miR-199b, miR-326, miR-424, and let-7c) in the ceRNA network interacted with the upregulated gene E2F2, which was associated with the overall prognosis of patients with HCC.The 11-lncRNA signature might be useful for predicting the prognosis of patients with HCC.

摘要

肝细胞癌(HCC)是一种常见的原发性肝癌,发病率和死亡率都很高。本研究旨在确定一种长链非编码 RNA(lncRNA)特征,作为 HCC 预后的预测指标。从癌症基因组图谱数据库中提取 RNA-seq 数据。在 HCC(n=374)和对照样本(n=50)中鉴定差异表达基因、lncRNA 和 miRNA,并用于筛选与预后相关的 lncRNA 特征。分析 lncRNA 特征与 HCC 预后的关系,并构建涉及 lncRNA 特征的竞争内源性 RNA 调控网络。HCC 和对照样本之间有 199 个 mRNAs、1092 个 lncRNAs 和 251 个 miRNA 存在差异表达。在这些 lncRNAs 中,有 11 个与预后相关的 lncRNAs 被用于构建 lncRNA 特征。Cox 回归分析显示,lncRNA 特征风险评分较高的患者预后不良的风险较高。ceRNA 网络中的 4 个 lncRNAs(包括 LINC01517、DDX11-AS1、LINC01136 和 RP11-20J15.2)和 7 个 miRNA(包括 miR-195、miR-199b、miR-326、miR-424 和 let-7c)与上调基因 E2F2 相互作用,E2F2 与 HCC 患者的总体预后相关。该 11-lncRNA 特征可能有助于预测 HCC 患者的预后。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/0ce2d1f954b7/medi-100-e23749-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/34c22419db55/medi-100-e23749-g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/996284df57a4/medi-100-e23749-g003.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/3f00f5d7205b/medi-100-e23749-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/764923b11d3f/medi-100-e23749-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/0ce2d1f954b7/medi-100-e23749-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/34c22419db55/medi-100-e23749-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/33d1e2e9cfbd/medi-100-e23749-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/996284df57a4/medi-100-e23749-g003.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/764923b11d3f/medi-100-e23749-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/46b5/7870215/0ce2d1f954b7/medi-100-e23749-g007.jpg

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