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 BV]
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
大力幻悲发布了新的文献求助10
刚刚
研友_8DAv0L完成签到,获得积分10
刚刚
FashionBoy应助tongguang采纳,获得10
1秒前
2秒前
3秒前
无花果应助管某采纳,获得10
3秒前
独特黄豆发布了新的文献求助10
4秒前
Grace完成签到 ,获得积分10
4秒前
上官若男应助西蜀小吏采纳,获得10
4秒前
至乐无乐完成签到 ,获得积分10
5秒前
搜集达人应助哇哦采纳,获得10
6秒前
Kia发布了新的文献求助10
8秒前
zhufan完成签到,获得积分20
9秒前
10秒前
朴素的曼文完成签到,获得积分10
11秒前
12秒前
共享精神应助谦让谷兰采纳,获得10
12秒前
科目三应助车哥爱学习采纳,获得10
12秒前
13秒前
13秒前
无极微光应助刘SXOPP采纳,获得20
14秒前
yxj66完成签到,获得积分10
14秒前
14秒前
彭于晏应助刘余钱采纳,获得20
14秒前
酷波er应助sl960822采纳,获得10
15秒前
16秒前
西蜀小吏发布了新的文献求助10
17秒前
冷酷的王世昌完成签到,获得积分20
18秒前
殷勤的鲂完成签到 ,获得积分10
18秒前
19秒前
19秒前
管某发布了新的文献求助10
20秒前
111发布了新的文献求助10
20秒前
20秒前
咄咄完成签到 ,获得积分10
21秒前
大模型应助阿柒采纳,获得10
21秒前
111完成签到 ,获得积分10
22秒前
24秒前
25秒前
26秒前
高分求助中
液晶指向矢仿真分析数据集 6666
GL 2 A method for assessing the in-place cleanability of food processing equipment, Fourth Edition, December 2023 3000
Annie Ernaux: De la perte au corps glorieux 600
Petrology and Plate Tectonics 500
Writing Systems 500
Media Today Mass Communication in a Converging World 9th Edition 400
Understanding Modeling and Simulation of Polymerization Reactions 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6841334
求助须知:如何正确求助?哪些是违规求助? 8549810
关于积分的说明 18190538
捐赠科研通 6191513
什么是DOI,文献DOI怎么找? 3040287
关于科研通互助平台的介绍 2030459
邀请新用户注册赠送积分活动 2017729