Identification of prognostic markers for hepatocellular carcinoma based on miRNA expression profiles

小RNA 肝细胞癌 生物导体 生物 图谱 比例危险模型 计算生物学 生存分析 癌症研究 医学 生物信息学 肿瘤科 基因 内科学 遗传学 蛋白质表达
作者
Xiaoou Wang,Jing Gao,Bin Zhou,Junqing Xie,Gongting Zhou,Yi‐Ming Chen
出处
期刊:Life Sciences [Elsevier]
卷期号:232: 116596-116596 被引量:52
标识
DOI:10.1016/j.lfs.2019.116596
摘要

The aim of the study was to identify key miRNAs related to hepatocellular carcinoma (HCC) and then to explore their potential function and clinical significance.The miRNA expression profiles of 387 HCC and 62 normal liver tissues were obtained from the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) databases. GEO2R tool and edgeR package in R/Bioconductor were used to screen out HCC-related miRNAs. VennDiagram package was used to identify key miRNAs related to HCC. The miRWalk tool and multiple R packages, such as pROC and survival, were used to explore potential function and clinical significance of these key miRNAs.A total of 17 and 300 HCC-related human miRNAs were identified in GEO dataset and TCGA, respectively. Thereinto seven miRNAs including hsa-miR-199a-3p, hsa-miR-199b-3p, hsa-miR-139-5p, hsa-miR-139-3p, hsa-miR-424-3p, hsa-miR-1269b and hsa-miR-1269a were key miRNAs related to HCC. Functional enrichment analysis showed that these key miRNAs were involved in multiple biological processes, such as telomere maintenance via telomerase, protein sumoylation, histone mRNA metabolic process and angiotensin maturation. Cox regression analysis indicated that hsa-miR-139-5p expression was associated with the prognosis of HCC patients. ROC curve analysis suggested that survival prediction model developed based on tumor stage and hsa-miR-139-5p exhibited good performance in predicting 3-year overall survival of HCC patients.The present study identified several HCC-related miRNAs, which might serve as new diagnostic markers and therapeutic targets for HCC. In addition, hsa-miR-139-5p might act as a promising prognostic indicator for HCC patients.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
番茄大王完成签到,获得积分10
刚刚
刚刚
BowieHuang应助linan采纳,获得10
1秒前
深情安青应助linan采纳,获得10
1秒前
1秒前
1秒前
1秒前
1秒前
LI发布了新的文献求助10
2秒前
4秒前
hu完成签到,获得积分10
4秒前
默listening完成签到,获得积分10
4秒前
Jia关闭了Jia文献求助
4秒前
苏雨康发布了新的文献求助10
5秒前
5秒前
6秒前
rooner发布了新的文献求助10
6秒前
破风完成签到,获得积分10
6秒前
7秒前
烟花应助岐黄采纳,获得30
7秒前
cd发布了新的文献求助10
8秒前
萝卜应助卢荣秀采纳,获得10
8秒前
共享精神应助刺五加采纳,获得10
8秒前
面团发布了新的文献求助10
8秒前
8秒前
9秒前
深情安青应助每天都好困采纳,获得10
10秒前
在水一方应助季末默相依采纳,获得10
10秒前
充电宝应助海城好人采纳,获得10
10秒前
linkin完成签到 ,获得积分10
11秒前
Jasmine完成签到,获得积分10
11秒前
12秒前
12秒前
14秒前
zh1858f发布了新的文献求助10
14秒前
汤泽琪发布了新的文献求助10
14秒前
16秒前
rooner完成签到,获得积分10
16秒前
16秒前
qing发布了新的文献求助10
16秒前
高分求助中
2025-2031全球及中国金刚石触媒粉行业研究及十五五规划分析报告 40000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Introduction to strong mixing conditions volume 1-3 5000
Ägyptische Geschichte der 21.–30. Dynastie 2500
Clinical Microbiology Procedures Handbook, Multi-Volume, 5th Edition 2000
„Semitische Wissenschaften“? 1510
从k到英国情人 1500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5743602
求助须知:如何正确求助?哪些是违规求助? 5414972
关于积分的说明 15348028
捐赠科研通 4884256
什么是DOI,文献DOI怎么找? 2625707
邀请新用户注册赠送积分活动 1574549
关于科研通互助平台的介绍 1531467