Hepatocellular Carcinoma Displays Distinct DNA Methylation Signatures with Potential as Clinical Predictors

被引:157
作者
Hernandez-Vargas, Hector [1 ]
Lambert, Marie-Pierre [1 ]
Le Calvez-Kelm, Florence [2 ]
Gouysse, Geraldine [3 ]
McKay-Chopin, Sandrine [2 ]
Tavtigian, Sean V. [2 ]
Scoazec, Jean-Yves [3 ]
Herceg, Zdenko [1 ]
机构
[1] IARC, Epigenet Grp, Lyon, France
[2] IARC, Genet Canc Susceptibil Grp, Lyon, France
[3] Edouard Herriot Hosp Lyon, Serv Anat Pathol, Lyon, France
基金
美国国家卫生研究院;
关键词
ABERRANT PROMOTER METHYLATION; CPG ISLAND HYPERMETHYLATION; GENE-EXPRESSION PROFILES; MICROARRAY DATA; MOLECULAR PATHOGENESIS; INCREASED RISK; HEPATITIS; CANCER; POLYMORPHISMS; HEPATOCARCINOGENESIS;
D O I
10.1371/journal.pone.0009749
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Hepatocellular carcinoma (HCC) is characterized by late detection and fast progression, and it is believed that epigenetic disruption may be the cause of its molecular and clinicopathological heterogeneity. A better understanding of the global deregulation of methylation states and how they correlate with disease progression will aid in the design of strategies for earlier detection and better therapeutic decisions. Methods and Findings: We characterized the changes in promoter methylation in a series of 30 HCC tumors and their respective surrounding tissue and identified methylation signatures associated with major risk factors and clinical correlates. A wide panel of cancer-related gene promoters was analyzed using Illumina bead array technology, and CpG sites were then selected according to their ability to classify clinicopathological parameters. An independent series of HCC tumors and matched surrounding tissue was used for validation of the signatures. We were able to develop and validate a signature of methylation in HCC. This signature distinguished HCC from surrounding tissue and from other tumor types, and was independent of risk factors. However, aberrant methylation of an independent subset of promoters was associated with tumor progression and etiological risk factors (HBV or HCV infection and alcohol consumption). Interestingly, distinct methylation of an independent panel of gene promoters was strongly correlated with survival after cancer therapy. Conclusion: Our study shows that HCC tumors exhibit specific DNA methylation signatures associated with major risk factors and tumor progression stage, with potential clinical applications in diagnosis and prognosis.
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页数:12
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共 44 条
[1]  
Agundez JAG, 1996, PHARMACOGENETICS, V6, P501
[2]   High-throughput DNA methylation profiling using universal bead arrays [J].
Bibikova, M ;
Lin, ZW ;
Zhou, LX ;
Chudin, E ;
Garcia, EW ;
Wu, B ;
Doucet, D ;
Thomas, NJ ;
Wang, YH ;
Vollmer, E ;
Goldmann, T ;
Seifart, C ;
Jiang, W ;
Barker, DL ;
Chee, MS ;
Floros, J ;
Fan, JB .
GENOME RESEARCH, 2006, 16 (03) :383-393
[3]   Mechanistic and prognostic significance of aberrant methylation in the molecular pathogenesis of human hepatocellular carcinoma [J].
Calvisi, Diego F. ;
Ladu, Sara ;
Gorden, Alexis ;
Farina, Miriam ;
Lee, Ju-Seog ;
Conner, Elizabeth A. ;
Schroeder, Insa ;
Factor, Valentina M. ;
Thorgeirsson, Snorri S. .
JOURNAL OF CLINICAL INVESTIGATION, 2007, 117 (09) :2713-2722
[4]   Hypomethylation of retrotransposable elements correlates with genomic instability in non-small cell lung cancer [J].
Daskalos, Alexandros ;
Nikolaidis, Georgios ;
Xinarianos, George ;
Savvari, Paraskevi ;
Cassidy, Adrian ;
Zakopoulou, Roubini ;
Kotsinas, Athanasios ;
Gorgoulis, Vassilis ;
Field, John K. ;
Liloglou, Triantafillos .
INTERNATIONAL JOURNAL OF CANCER, 2009, 124 (01) :81-87
[5]   Comparison of discrimination methods for the classification of tumors using gene expression data [J].
Dudoit, S ;
Fridlyand, J ;
Speed, TP .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2002, 97 (457) :77-87
[6]   Parallel epigenetic and genetic changes in the pathogenesis of hepatitis virus-associated hepatocellular carcinoma [J].
Feitelson, Mark A. .
CANCER LETTERS, 2006, 239 (01) :10-20
[7]   Host epigenetic modifications by oncogenic viruses [J].
Flanagan, J. M. .
BRITISH JOURNAL OF CANCER, 2007, 96 (02) :183-188
[8]   Mechanisms of hepatic fibrogenesis [J].
Friedman, Scott L. .
GASTROENTEROLOGY, 2008, 134 (06) :1655-1669
[9]   Variable DNA methylation patterns associated with progression of disease in hepatocellular carcinomas [J].
Gao, Wentao ;
Kondo, Yutaka ;
Shen, Lanlan ;
Shimizu, Yasuhiro ;
Sano, Tsuyoshi ;
Yamao, Kenji ;
Natsume, Atsushi ;
Goto, Yasuhiro ;
Ito, Motokazu ;
Murakami, Hideki ;
Osada, Hirotaka ;
Zhang, Jiexin ;
Issa, Jean-Pierre J. ;
Sekido, Yoshitaka .
CARCINOGENESIS, 2008, 29 (10) :1901-1910
[10]   Hepatocellular carcinoma: Epidemiology, risk factors and pathogenesis [J].
Gomaa, Asmaa Ibrahim ;
Khan, Shahid A. ;
Toledano, Mireille B. ;
Waked, Imam ;
Taylor-Robinson, Simon D. .
WORLD JOURNAL OF GASTROENTEROLOGY, 2008, 14 (27) :4300-4308