Evaluating hepatocellular carcinoma cell lines for tumour samples using within-sample relative expression orderings of genes

被引:22
作者
Ao, Lu [1 ]
Guo, You [1 ,2 ]
Song, Xuekun [3 ]
Guan, Qingzhou [1 ]
Zheng, Weicheng [1 ]
Zhang, Jiahui [1 ]
Huang, Haiyan [1 ]
Zou, Yi [4 ,5 ]
Guo, Zheng [1 ,6 ]
Wang, Xianlong [1 ]
机构
[1] Fujian Med Univ, Dept Bioinformat, Sch Basic Med Sci, Key Lab,Minist Educ Gastrointestinal Canc, Fuzhou, Fujian, Peoples R China
[2] Gannan Med Univ, Sch Basic Med Sci, Dept Prevent Med, Ganzhou, Peoples R China
[3] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin, Heilongjiang, Peoples R China
[4] Shanghai Jiao Tong Univ, Dept Automat, Shanghai, Peoples R China
[5] Shanghai Jiao Tong Univ, Key Lab China MOE Syst Control & Informat Proc, Shanghai, Peoples R China
[6] Fujian Med Univ, Fujian Key Lab Tumour Microbiol, Fuzhou, Fujian, Peoples R China
基金
中国国家自然科学基金;
关键词
cell lines; hepatocellular carcinoma; relative expression orderings; tumour model; DIFFERENTIAL EXPRESSION; CANCER; ESTABLISHMENT; SIGNATURES; RELEVANCE; PATHWAYS; MODELS;
D O I
10.1111/liv.13467
中图分类号
R57 [消化系及腹部疾病];
学科分类号
100201 [内科学];
摘要
Background & AimsConcerns are raised about the representativeness of cell lines for tumours due to the culture environment and misidentification. Liver is a major metastatic destination of many cancers, which might further confuse the origin of hepatocellular carcinoma cell lines. Therefore, it is of crucial importance to understand how well they can represent hepatocellular carcinoma. MethodsThe HCC-specific gene pairs with highly stable relative expression orderings in more than 99% of hepatocellular carcinoma but with reversed relative expression orderings in at least 99% of one of the six types of cancer, colorectal carcinoma, breast carcinoma, non-small-cell lung cancer, gastric carcinoma, pancreatic carcinoma and ovarian carcinoma, were identified. ResultsWith the simple majority rule, the HCC-specific relative expression orderings from comparisons with colorectal carcinoma and breast carcinoma could exactly discriminate primary hepatocellular carcinoma samples from both primary colorectal carcinoma and breast carcinoma samples. Especially, they correctly classified more than 90% of liver metastatic samples from colorectal carcinoma and breast carcinoma to their original tumours. Finally, using these HCC-specific relative expression orderings from comparisons with six cancer types, we identified eight of 24 hepatocellular carcinoma cell lines in the Cancer Cell Line Encyclopedia (Huh-7, Huh-1, HepG2, Hep3B, JHH-5, JHH-7, C3A and Alexander cells) that are highly representative of hepatocellular carcinoma. Evaluated with a REOs-based prognostic signature for hepatocellular carcinoma, all these eight cell lines showed the same metastatic properties of the high-risk metastatic hepatocellular carcinoma tissues. ConclusionsCaution should be taken for using hepatocellular carcinoma cell lines. Our results should be helpful to select proper hepatocellular carcinoma cell lines for biological experiments.
引用
收藏
页码:1688 / 1696
页数:9
相关论文
共 39 条
[1]
Abba M, 2012, CANCER GENOM PROTEOM, V9, P15
[2]
An individualized prognostic signature and multi-omics distinction for early stage hepatocellular carcinoma patients with surgical resection [J].
Ao, Lu ;
Song, Xuekun ;
Li, Xiangyu ;
Tong, Mengsha ;
Guo, You ;
Li, Jing ;
Li, Hongdong ;
Cai, Hao ;
Li, Mengyao ;
Guan, Qingzhou ;
Yan, Haidan ;
Guo, Zheng .
ONCOTARGET, 2016, 7 (17) :24097-24110
[3]
Run batch effects potentially compromise the usefulness of genomic signatures for ovarian cancer [J].
Baggerly, Keith A. ;
Coombes, Kevin R. ;
Neeley, E. Shannon .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (07) :1186-1187
[4]
The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity [J].
Barretina, Jordi ;
Caponigro, Giordano ;
Stransky, Nicolas ;
Venkatesan, Kavitha ;
Margolin, Adam A. ;
Kim, Sungjoon ;
Wilson, Christopher J. ;
Lehar, Joseph ;
Kryukov, Gregory V. ;
Sonkin, Dmitriy ;
Reddy, Anupama ;
Liu, Manway ;
Murray, Lauren ;
Berger, Michael F. ;
Monahan, John E. ;
Morais, Paula ;
Meltzer, Jodi ;
Korejwa, Adam ;
Jane-Valbuena, Judit ;
Mapa, Felipa A. ;
Thibault, Joseph ;
Bric-Furlong, Eva ;
Raman, Pichai ;
Shipway, Aaron ;
Engels, Ingo H. ;
Cheng, Jill ;
Yu, Guoying K. ;
Yu, Jianjun ;
Aspesi, Peter, Jr. ;
de Silva, Melanie ;
Jagtap, Kalpana ;
Jones, Michael D. ;
Wang, Li ;
Hatton, Charles ;
Palescandolo, Emanuele ;
Gupta, Supriya ;
Mahan, Scott ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Liefeld, Ted ;
MacConaill, Laura ;
Winckler, Wendy ;
Reich, Michael ;
Li, Nanxin ;
Mesirov, Jill P. ;
Gabriel, Stacey B. ;
Getz, Gad ;
Ardlie, Kristin ;
Chan, Vivien ;
Myer, Vic E. .
NATURE, 2012, 483 (7391) :603-607
[5]
Comparative sequencing analysis reveals high genomic concordance between matched primary and metastatic colorectal cancer lesions [J].
Brannon, A. Rose ;
Vakiani, Efsevia ;
Sylvester, Brooke E. ;
Scott, Sasinya N. ;
McDermott, Gregory ;
Shah, Ronak H. ;
Kania, Krishan ;
Viale, Agnes ;
Oschwald, Dayna M. ;
Vacic, Vladimir ;
Emde, Anne-Katrin ;
Cercek, Andrea ;
Yaeger, Rona ;
Kemeny, Nancy E. ;
Saltz, Leonard B. ;
Shia, Jinru ;
D'Angelica, Michael I. ;
Weiser, Martin R. ;
Solit, David B. ;
Berger, Michael F. .
GENOME BIOLOGY, 2014, 15 (08)
[6]
Check your cultures! A list of cross-contaminated or misidentified cell lines [J].
Capes-Davis, Amanda ;
Theodosopoulos, George ;
Atkin, Isobel ;
Drexler, Hans G. ;
Kohara, Arihiro ;
MacLeod, Roderick A. F. ;
Masters, John R. ;
Nakamura, Yukio ;
Reid, Yvonne A. ;
Reddel, Roger R. ;
Freshney, R. Ian .
INTERNATIONAL JOURNAL OF CANCER, 2010, 127 (01) :1-8
[7]
Relating hepatocellular carcinoma tumor samples and cell lines using gene expression data in translational research [J].
Chen, Bin ;
Sirota, Marina ;
Fan-Minogue, Hua ;
Hadley, Dexter ;
Butte, Atul J. .
BMC MEDICAL GENOMICS, 2015, 8
[8]
Statistical expression deconvolution from mixed tissue samples [J].
Clarke, Jennifer ;
Seo, Pearl ;
Clarke, Bertrand .
BIOINFORMATICS, 2010, 26 (08) :1043-1049
[9]
DAEMER RJ, 1980, INFECT IMMUN, V30, P607
[10]
Evaluating cell lines as tumour models by comparison of genomic profiles [J].
Domcke, Silvia ;
Sinha, Rileen ;
Levine, Douglas A. ;
Sander, Chris ;
Schultz, Nikolaus .
NATURE COMMUNICATIONS, 2013, 4