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作者:

Men Jing-Rui (Men Jing-Rui.) | Tan Jian-Jun (Tan Jian-Jun.) | Sun Hong-Liang (Sun Hong-Liang.)

收录:

SCIE CSCD

摘要:

Hepatocellular carcinoma (HCC) is one of the malignancies with high morbidity and mortality in the world. The purpose of our study was to search for HCC related miRNA prognostic biomarkers to predict the risk degree and survival time of HCC patients and provide effective prognostic information for HCC patients. Four methods were used to identify differentially expressed miRNAs (DEMs) from The Cancer Genome Atlas(TCGA). Kaplan-Meier survival curve, univariate and multivariable Cox regression analysis were used to identify prognostic miRNAs of HCC from DEMs. Four prognostic miRNAs biomarkers (hsa-miR-132-3p, hsa-miR-139-5p, hsa-miR-3677-3p, hsa-miR-500a-3p) of HCC were identified at last, and combined into a risk score model. There was no experimental evidence that hsa-mir-3677-3p is related to HCC, and it was a newly discovered miRNA in this study. The evaluation results of various bioinformatics methods, including survival curve, ROC curve, chi-square test, et al.. All indicated that the risk score calculated by the model can effectively predict the risk degree of patients(P<0.000, hazard ratio=2.551, 95% confidence interval=1.751-3.717). 1-5 year survival rates of HCC patients in the low risk group had 20%-30% higher than in the high risk group. Through the clinical data analysis, it was found that the combined biomarkers have a better prognostic effect than other clinical indicators, and can also be used as an independent prognostic factor. Target genes of four miRNAs were predicted, including AGO2, FOXO1, ROCK2, RAP1B, CYLD, et al., and enriched in biological processes such as cell proliferation, migration, apoptosis and immune response.

关键词:

biomarker hepatocellular carcinoma miRNA prognosis TCGA

作者机构:

  • [ 1 ] [Men Jing-Rui]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China
  • [ 2 ] [Tan Jian-Jun]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China
  • [ 3 ] [Sun Hong-Liang]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China

通讯作者信息:

  • [Tan Jian-Jun]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China

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来源 :

PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS

ISSN: 1000-3282

年份: 2020

期: 4

卷: 47

页码: 344-360

0 . 3 0 0

JCR@2022

ESI学科: BIOLOGY & BIOCHEMISTRY;

ESI高被引阀值:32

JCR分区:4

被引次数:

WoS核心集被引频次: 6

SCOPUS被引频次: 5

ESI高被引论文在榜: 0 展开所有

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