A novel RNA sequencing-based miRNA signature predicts with recurrence and outcome of hepatocellular carcinoma

被引:16
作者
Bai, Fumao [1 ]
Zhou, Huaibin [1 ]
Ma, Mengni [1 ]
Guan, Chen [1 ]
Lyu, Jianxin [1 ]
Meng, Qing H. [2 ]
机构
[1] Wenzhou Med Univ, Key Lab Lab Med, Minist Educ China, Zhejiang Prov Key Lab Med Genet,Sch Lab Med & Lif, Wenzhou 325035, Zhejiang, Peoples R China
[2] Univ Texas MD Anderson Canc Ctr, Dept Lab Med, Houston, TX 77030 USA
基金
中国国家自然科学基金;
关键词
biomarkers; disease recurrence; hepatocellular carcinoma; microRNA; risk score; EPITHELIAL OVARIAN-CANCER; MICRORNA EXPRESSION; PROGNOSTIC-FACTOR; COLON-CANCER; SURVIVAL; METASTASIS; HYPOXIA; PROLIFERATION; HSA-MIR-210; PROGRESSION;
D O I
10.1002/1878-0261.12315
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Hepatocellular carcinoma (HCC) is the fifth most common type of cancer and the second leading cause of cancer-related deaths worldwide. Given that the rate of HCC recurrence 5 years after liver resection is as high as 70%, patient with HCC typically has a poor outcome. A biomarker or set of biomarkers that could predict disease recurrence would have a substantial clinical impact, allowing earlier detection of recurrence and more effective treatment. With the aim of identifying a new microRNA (miRNA) signature associated with HCC recurrence, we analyzed data on 306 patients with HCC for whom both miRNA expression profiles and complete clinical information were available from The Cancer Genome Atlas database. Through this analysis, we identified a six-miRNA signature that could effectively predict patients' recurrence risk; the high-risk and low-risk groups had significantly different recurrence-free survival rates. Time-dependent receiver operating characteristic analysis indicated that this signature had a good predictive performance. Multivariable Cox regression and stratified analyses demonstrated that the six-miRNA signature was independent of other clinical features. Functional enrichment analysis of the gene targets of the six prognostic miRNA indicated enrichment mainly in cancer-related pathways and important cell biological processes. Our results support use of this six-miRNA signature as an independent factor for predicting recurrence and outcome of patients with HCC.
引用
收藏
页码:1125 / 1137
页数:13
相关论文
共 52 条
  • [21] Genomic Predictors for Recurrence Patterns of Hepatocellular Carcinoma: Model Derivation and Validation
    Kim, Ji Hoon
    Sohn, Bo Hwa
    Lee, Hyun-Sung
    Kim, Sang-Bae
    Yoo, Jeong Eun
    Park, Yun-Yong
    Jeong, Woojin
    Lee, Sung Sook
    Park, Eun Sung
    Kaseb, Ahmed
    Kim, Baek Hui
    Kim, Wan Bae
    Yeon, Jong Eun
    Byun, Kwan Soo
    Chu, In-Sun
    Kim, Sung Soo
    Wang, Xin Wei
    Thorgeirsson, Snorri S.
    Luk, John M.
    Kang, Koo Jeong
    Heo, Jeonghoon
    Park, Young Nyun
    Lee, Ju-Seog
    [J]. PLOS MEDICINE, 2014, 11 (12)
  • [22] MiR-Score: A novel 6-microRNA signature that predicts survival outcomes in patients with malignant pleural mesothelioma
    Kirschner, Michaela B.
    Cheng, Yuen Yee
    Armstrong, Nicola J.
    Lin, Ruby C. Y.
    Kao, Steven C.
    Linton, Anthony
    Klebe, Sonja
    McCaughan, Brian C.
    van Zandwijk, Nico
    Reid, Glen
    [J]. MOLECULAR ONCOLOGY, 2015, 9 (03) : 715 - 726
  • [23] The microRNA pathway and cancer
    Kwak, Pieter Bas
    Iwasaki, Shintaro
    Tomari, Yukihide
    [J]. CANCER SCIENCE, 2010, 101 (11) : 2309 - 2315
  • [24] Serum microRNA-210 as a potential noninvasive biomarker for the diagnosis and prognosis of glioma
    Lai, N-s
    Wu, D-g
    Fang, X-g
    Lin, Y-c
    Chen, S-s
    Li, Z-b
    Xu, S-s
    [J]. BRITISH JOURNAL OF CANCER, 2015, 112 (07) : 1241 - 1246
  • [25] MicroRNA-21 promotes proliferation, migration, and invasion of colorectal cancer, and tumor growth associated with down-regulation of sec23a expression
    Li, Chenli
    Zhao, Lingxu
    Chen, Yuan
    He, Tiantian
    Chen, Xiaowan
    Mao, Jiating
    Li, Chunmei
    Lyu, Jianxin
    Meng, Qing H.
    [J]. BMC CANCER, 2016, 16
  • [26] MiR-93 Promotes Tumorigenesis and Metastasis of Non-Small Cell Lung Cancer Cells by Activating the PI3K/Akt Pathway via Inhibition of LKB1/PTEN/CDKN1A
    Li, Chunmei
    Lyu, Jianxin
    Meng, Qing H.
    [J]. JOURNAL OF CANCER, 2017, 8 (05): : 870 - 879
  • [27] Hypoxia-induced miR-210 in epithelial ovarian cancer enhances cancer cell viability via promoting proliferation and inhibiting apoptosis
    Li, Li'an
    Huang, Ke
    You, Yanqin
    Fu, Xiaoyu
    Hu, Lingyun
    Song, Lei
    Meng, Yuanguang
    [J]. INTERNATIONAL JOURNAL OF ONCOLOGY, 2014, 44 (06) : 2111 - 2120
  • [28] A five-miRNA expression signature predicts survival in hepatocellular carcinoma
    Liu, Gang
    Wang, Hui
    Fu, Jin-dong
    Liu, Jing-ying
    Yan, Ai-guo
    Guan, Yan-yan
    [J]. APMIS, 2017, 125 (07) : 614 - 622
  • [29] The genetic and epigenetic alterations in human hepatocellular carcinoma: a recent update
    Liu, Ming
    Jiang, Lingxi
    Guan, Xin-Yuan
    [J]. PROTEIN & CELL, 2014, 5 (09) : 673 - 691
  • [30] Mokdad Ali A, 2016, JAMA, V315, P100, DOI 10.1001/jama.2015.15431