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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