Gene Expression Profiling of Liver Cancer Stem Cells by RNA-Sequencing

被引:71
作者
Ho, David W. Y. [1 ]
Yang, Zhen Fan [1 ,2 ]
Yi, Kang [3 ]
Lam, Chi Tat [1 ]
Ng, Michael N. P. [1 ]
Yu, Wan Ching [1 ]
Lau, Joyce [1 ]
Wan, Timothy [1 ]
Wang, Xiaoqi [1 ,4 ]
Yan, Zhixiang [3 ]
Liu, Hang [3 ]
Zhang, Yong [3 ]
Fan, Sheung Tat [1 ,4 ]
机构
[1] Univ Hong Kong, Dept Surg, Pokfulam, Hong Kong, Peoples R China
[2] AstraZeneca Global R&D, Innovat Ctr China, Shanghai, Peoples R China
[3] BGI, Shenzhen, Peoples R China
[4] Univ Hong Kong, State Key Lab Liver Res, Pokfulam, Hong Kong, Peoples R China
来源
PLOS ONE | 2012年 / 7卷 / 05期
关键词
HEPATOCELLULAR-CARCINOMA CELLS; GLYPICAN-3; EXPRESSION; MICROARRAY ANALYSIS; UP-REGULATION; SUPPRESSION; SURVIVAL; MARKER; SEQ; OVEREXPRESSION; RADIATION;
D O I
10.1371/journal.pone.0037159
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: Accumulating evidence supports that tumor growth and cancer relapse are driven by cancer stem cells. Our previous work has demonstrated the existence of CD90(+) liver cancer stem cells (CSCs) in hepatocellular carcinoma (HCC). Nevertheless, the characteristics of these cells are still poorly understood. In this study, we employed a more sensitive RNA-sequencing (RNA-Seq) to compare the gene expression profiling of CD90(+) cells sorted from tumor (CD90(+) CSCs) with parallel non-tumorous liver tissues (CD90(+) NTSCs) and elucidate the roles of putative target genes in hepatocarcinogenesis. Methodology/Principal Findings: CD90(+) cells were sorted respectively from tumor and adjacent non-tumorous human liver tissues using fluorescence-activated cell sorting. The amplified RNAs of CD90(+) cells from 3 HCC patients were subjected to RNA-Seq analysis. A differential gene expression profile was established between CD90(+) CSCs and CD90(+) NTSCs, and validated by quantitative real-time PCR (qRT-PCR) on the same set of amplified RNAs, and further confirmed in an independent cohort of 12 HCC patients. Five hundred genes were differentially expressed (119 up-regulated and 381 down-regulated genes) between CD90(+) CSCs and CD90(+) NTSCs. Gene ontology analysis indicated that the over-expressed genes in CD90(+) CSCs were associated with inflammation, drug resistance and lipid metabolism. Among the differentially expressed genes, glypican-3 (GPC3), a member of glypican family, was markedly elevated in CD90(+) CSCs compared to CD90(+) NTSCs. Immunohistochemistry demonstrated that GPC3 was highly expressed in forty-two human liver tumor tissues but absent in adjacent non-tumorous liver tissues. Flow cytometry indicated that GPC3 was highly expressed in liver CD90(+) CSCs and mature cancer cells in liver cancer cell lines and human liver tumor tissues. Furthermore, GPC3 expression was positively correlated with the number of CD90(+) CSCs in liver tumor tissues. Conclusions/Significance: The identified genes, such as GPC3 that are distinctly expressed in liver CD90(+) CSCs, may be promising gene candidates for HCC therapy without inducing damages to normal liver stem cells.
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页数:16
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共 55 条
[1]   Hepatocellular carcinoma: Molecular biology and therapy [J].
Abou-Alfa, Ghassan K. .
SEMINARS IN ONCOLOGY, 2006, 33 (06) :S79-S83
[2]   RADIATION RESPONSE OF CANCER STEM-LIKE CELLS FROM ESTABLISHED HUMAN CELL LINES AFTER SORTING FOR SURFACE MARKERS [J].
Al-Assar, Osama ;
Muschel, Ruth J. ;
Mantoni, Tine S. ;
McKenna, W. Gillies ;
Brunner, Thomas B. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2009, 75 (04) :1216-1225
[3]   Glypican 3 expression in human nonneoplastic, preneoplastic, and neoplastic tissues: A tissue microarray analysis of 4,387 tissue samples [J].
Baumhoer, Daniel ;
Tornillo, Luigi ;
Stadlmann, Sylvia ;
Roncalli, Massimo ;
Diamantis, Eva Karamitopoulou ;
Terracciano, Luigi M. .
AMERICAN JOURNAL OF CLINICAL PATHOLOGY, 2008, 129 (06) :899-906
[4]   Inflammation and Liver Cancer New Molecular Links [J].
Berasain, C. ;
Castillo, J. ;
Perugorria, M. J. ;
Latasa, M. U. ;
Prieto, J. ;
Avila, M. A. .
STEROID ENZYMES AND CANCER, 2009, 1155 :206-221
[5]   Highly tumorigenic lung cancer CD133+ cells display stem-like features and are spared by cisplatin treatment [J].
Bertolini, Giulia ;
Roz, Luca ;
Perego, Paola ;
Tortoreto, Monica ;
Fontanella, Enrico ;
Gatti, Laura ;
Pratesi, Graziella ;
Fabbri, Alessandra ;
Andriani, Francesca ;
Tinelli, Stella ;
Roz, Elena ;
Caserini, Roberto ;
Lo Vullo, Salvatore ;
Camerini, Tiziana ;
Mariani, Luigi ;
Delia, Domenico ;
Calabro, Elisa ;
Pastorino, Ugo ;
Sozzi, Gabriella .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (38) :16281-16286
[6]   Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project [J].
Birney, Ewan ;
Stamatoyannopoulos, John A. ;
Dutta, Anindya ;
Guigo, Roderic ;
Gingeras, Thomas R. ;
Margulies, Elliott H. ;
Weng, Zhiping ;
Snyder, Michael ;
Dermitzakis, Emmanouil T. ;
Stamatoyannopoulos, John A. ;
Thurman, Robert E. ;
Kuehn, Michael S. ;
Taylor, Christopher M. ;
Neph, Shane ;
Koch, Christoph M. ;
Asthana, Saurabh ;
Malhotra, Ankit ;
Adzhubei, Ivan ;
Greenbaum, Jason A. ;
Andrews, Robert M. ;
Flicek, Paul ;
Boyle, Patrick J. ;
Cao, Hua ;
Carter, Nigel P. ;
Clelland, Gayle K. ;
Davis, Sean ;
Day, Nathan ;
Dhami, Pawandeep ;
Dillon, Shane C. ;
Dorschner, Michael O. ;
Fiegler, Heike ;
Giresi, Paul G. ;
Goldy, Jeff ;
Hawrylycz, Michael ;
Haydock, Andrew ;
Humbert, Richard ;
James, Keith D. ;
Johnson, Brett E. ;
Johnson, Ericka M. ;
Frum, Tristan T. ;
Rosenzweig, Elizabeth R. ;
Karnani, Neerja ;
Lee, Kirsten ;
Lefebvre, Gregory C. ;
Navas, Patrick A. ;
Neri, Fidencio ;
Parker, Stephen C. J. ;
Sabo, Peter J. ;
Sandstrom, Richard ;
Shafer, Anthony .
NATURE, 2007, 447 (7146) :799-816
[7]   Tumors and inflammatory infiltrates: Friends or foes? [J].
Brigati, C ;
Noonan, DM ;
Albini, A ;
Benelli, R .
CLINICAL & EXPERIMENTAL METASTASIS, 2002, 19 (03) :247-258
[8]   Plasmalemmal vesicle associated protein-1 is a novel marker implicated in brain tumor angiogenesis [J].
Carson-Walter, EB ;
Hampton, J ;
Shue, E ;
Geynisman, DM ;
Pillai, PK ;
Sathanoori, R ;
Madden, SL ;
Hamilton, RL ;
Walter, KA .
CLINICAL CANCER RESEARCH, 2005, 11 (21) :7643-7650
[9]   In situ analysis of cross-hybridisation on microarrays and the inference of expression correlation [J].
Casneuf, Tineke ;
Van de Peer, Yves ;
Huber, Wolfgang .
BMC BIOINFORMATICS, 2007, 8 (1)
[10]   Expression of Ku80 correlates with sensitivities to radiation in cancer cell lines of the head and neck [J].
Chang, Hyo Won ;
Kim, Sang Yoon ;
Yi, So-Lyoung ;
Son, Se-Hee ;
Song, Do Young ;
Moon, Su Young ;
Kim, Jong Hoon ;
Choi, Eun Kyung ;
Do Ahn, Seung ;
Shin, Seong Soo ;
Lee, Kang Kyoo ;
Lee, Sang-wook .
ORAL ONCOLOGY, 2006, 42 (10) :979-986