Comprehensive analysis of microRNA expression patterns in hepatocellular carcinoma and non-tumorous tissues

被引:957
|
作者
Murakami, Y
Yasuda, T
Saigo, K
Urashima, T
Toyoda, H
Okanoue, T
Shimotohno, K [1 ]
机构
[1] Kyoto Univ, Inst Viral Res, Lab Human Tumor Virus, Sakyo Ku, Kyoto 6068507, Japan
[2] Chiba Higashi Natl Hosp, Dept Surg, Chiba, Japan
[3] Chiba Univ, Dept Surg, Chiba, Japan
[4] Ogaki Municipal Hosp, Dept Gastroenterol, Ogaki, Japan
[5] Kyoto Prefectural Univ Med, Dept Gastroenterol, Kyoto, Japan
关键词
hepatocellular carcinoma; micro-RNA; support vector machine;
D O I
10.1038/sj.onc.1209283
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
MicroRNAs (miRNAs) are a non-coding family of genes involved in post-transcriptional gene regulation. These transcripts are associated with cell proliferation, cell differentiation, cell death and carcinogenesis. We analysed the miRNA expression profiles in 25 pairs of hepatocellular carcinoma (HCC) and adjacent non-tumorous tissue (NT) and nine additional chronic hepatitis (CH) specimens using a human miRNA microarray. Targets and references samples were co-hybridized to a microarray containing whole human mature and precursor miRNA sequences. Whereas three miRNAs exhibited higher expression in the HCC samples than that in the NT samples, five miRNAs demonstrated lower expression in the HCC samples than in the NT samples (P < 0.0001). Classification of samples as HCC or NT by using support vector machine algorithms based on these data provided an overall prediction accuracy of 97.8% (45/46). In addition, the expression levels of four miRNAs were inversely correlated with the degree of HCC differentiation (P < 0.01). A comparison of CH and liver cirrhosis samples revealed significantly different pattern of miRNA expression ( P < 0.01). There were no differences, however, between hepatitis B-positive and hepatitis C-positive samples. This information may help clarify the molecular mechanisms involved in the progression of liver disease, potentially serving as a diagnostic tool of HCC.
引用
收藏
页码:2537 / 2545
页数:9
相关论文
共 50 条
  • [11] Vitamin D metabolism and signaling in human hepatocellular carcinoma and surrounding non-tumorous liver
    Horvath Evelin
    Balla Bernadett
    Kosa Janos Pal
    Lakatos Peter Andras
    Lazary Aron
    Nemeth Daniel
    Jozilan Hasan
    Somoracz Aron
    Korompay Anna
    Gyongyosi Benedek
    Borka Katalin
    Kiss Andras
    Kupcsulik Peter
    Schaff Zsuzsa
    Szalay Ferenc
    ORVOSI HETILAP, 2016, 157 (48) : 1910 - 1918
  • [12] Millimeter and submillimeter wave dielectric properties of tumorous and non-tumorous breast tissues
    Khan, Usman
    Al-Moayed, Nawaf
    Nguyen, Nicholas
    Afsar, Mohammed
    Naber, Stephen
    2007 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-5, 2007, : 1915 - +
  • [13] Quantitative comparison of the levels of HCV in hepatocellular carcinoma and corresponding non-tumorous liver.
    Dash, S
    Rege, TA
    Tsuji, H
    Gaglio, P
    Garry, RF
    Saxena, R
    Thung, SN
    HEPATOLOGY, 1998, 28 (04) : 278A - 278A
  • [14] Hepatocellular carcinoma without cirrhosis in the West: epidemiological factors and histopathology of the non-tumorous liver
    Grando-Lemaire, V
    Guettier, C
    Chevret, S
    Beaugrand, M
    Trinchet, JC
    JOURNAL OF HEPATOLOGY, 1999, 31 (03) : 508 - 513
  • [15] Clinicopathological and prognostic implications of endoglin (CD105) expression in hepatocellular carcinoma and its adjacent non-tumorous liver
    Joanna W.Ho
    Ronnie T.Poon
    Chris K.Sun
    Sheung-Tat Fan
    World Journal of Gastroenterology, 2005, (02) : 176 - 181
  • [16] Cell proliferation index and the expression of p53 and Bcl-2 in tumorous and non-tumorous lesions of hepatocellular carcinoma and metastatic liver cancer
    Yoon, DS
    Cheong, JH
    Park, YN
    Kwon, SW
    Chi, HS
    Kim, BR
    YONSEI MEDICAL JOURNAL, 1998, 39 (05) : 424 - 429
  • [17] Clinicopathological and prognostic implications of endoglin (CD105) expression in hepatocellular carcinoma and its adjacent non-tumorous liver
    Ho, Joanna W.
    Poon, Ronnie T.
    Sun, Chris K.
    Xue, Wei-Cheng
    Fan, Sheung-Tat
    WORLD JOURNAL OF GASTROENTEROLOGY, 2005, 11 (02) : 176 - 181
  • [18] Prognostic significance of AKR1B10 gene expression in hepatocellular carcinoma and surrounding non-tumorous liver tissue
    Sonohara, Fuminori
    Inokawa, Yoshikuni
    Hishida, Mitsuhiro
    Kanda, Mitsuro
    Nishikawa, Yoko
    Yamada, Suguru
    Fujii, Tsutomu
    Sugimoto, Hiroyuki
    Kodera, Yasuhiro
    Nomoto, Shuji
    ONCOLOGY LETTERS, 2016, 12 (06) : 4821 - 4828
  • [19] DNA methylation in tumor, adjacent non-tumorous and normal breast tissues
    Wagner, Erin
    Wu, Wenting
    Liu, Yunlong
    Nephew, Kenneth
    Han, Jiali
    He, Chunyan
    CANCER RESEARCH, 2016, 76
  • [20] HCV RNA levels in hepatocellular carcinomas and adjacent non-tumorous livers
    Dash, S
    Saxena, R
    Myung, J
    Rege, T
    Tsuji, H
    Gaglio, P
    Garry, RF
    Thung, SN
    Gerber, MA
    JOURNAL OF VIROLOGICAL METHODS, 2000, 90 (01) : 15 - 23