Discrimination of genotoxic and non-genotoxic hepatocarcinogens by statistical analysis based on gene expression profiling in the mouse liver as determined by quantitative real-time PCR

被引:32
|
作者
Watanabe, Takashi [1 ]
Suzuki, Takayoshi [12 ]
Natsume, Masakatsu [2 ]
Nakajima, Madoka [2 ]
Narumi, Kazunori [3 ]
Hamada, Shuichi [3 ]
Sakuma, Tomohiro [4 ]
Koeda, Akiko [5 ]
Oshida, Keiyu [6 ]
Miyamoto, Yohei [6 ]
Maeda, Akihisa [6 ]
Hirayama, Michiasa [7 ]
Sanada, Hisakazu [8 ]
Honda, Hiroshi [9 ]
Ohyama, Wakako [10 ]
Okada, Emiko [10 ]
Fujiishi, Yohei [10 ]
Sutou, Shizuyo [11 ]
Tadakuma, Ayami [1 ]
Ishikawa, Yasuyoshi [1 ]
Kido, Mahoko [1 ]
Minamiguchi, Rina [1 ]
Hanahara, Izumi [1 ]
Furihata, Chie [1 ,12 ]
机构
[1] Aoyama Gakuin Univ, Sch Sci & Engn, Funct Genom Lab, Chuo Ku, Sagamihara, Kanagawa 2525258, Japan
[2] Biosafety Res Ctr, Publ Interest Inc Fdn, Genotoxicol Lab Safety Assessment Unit, Shizuoka 4371213, Japan
[3] Mitsubishi Chem Medience Corp, Dept Safety Assessment, Ibaraki 3140255, Japan
[4] Japan Food Res Labs, Tama Ku, Tokyo 2060025, Japan
[5] Ina Res Inc, Ina, Nagano 3994501, Japan
[6] Toray Industries Ltd, Pharmaceut Res Labs, Toxicol & Pharmacokinet Labs, Kamakura, Kanagawa 2488555, Japan
[7] Mat Safety Test Ctr, Fujifilm Corp, Minamiashigara, Kanagawa 2500193, Japan
[8] Kaken Pharmaceut Co Ltd, Fujieda, Shizuoka 4268646, Japan
[9] Kao Corp, Tochigi Res Labs, Ichikai, Tochigi 3213497, Japan
[10] Yakult Cent Inst Microbiol Res, Kunitachi, Tokyo 1868650, Japan
[11] Shujitsu Univ, Sch Pharm, Naka Ku, Okayama, Tokyo 1868650, Japan
[12] Natl Inst Hlth Sci, Div Cellular & Gene Therapy Prod, Setagaya Ku, Tokyo 1588501, Japan
关键词
Gene expression; Quantitative real-time PCR; PCA; Gene network; Mouse liver; REPLICATIVE DNA-SYNTHESIS; RAT-LIVER; IN-VIVO; COMET ASSAY; COLORECTAL-CANCER; TRANSGENIC MICE; MUTA(TM) MOUSE; SYNTHESIS RDS; MUTAGENICITY; LACZ;
D O I
10.1016/j.mrgentox.2012.04.011
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
The general aim of the present study is to discriminate between mouse genotoxic and non-genotoxic hepatocarcinogens via selected gene expression patterns in the liver as analyzed by quantitative real-time PCR (qPCR) and statistical analysis. qPCR was conducted on liver samples from groups of 5 male, 9-week-old B6C3F(1) mice, at 4 and 48 h following a single intraperitoneal administration of chemicals. We quantified 35 genes selected from our previous DNA microarray studies using 12 different chemicals: 8 genotoxic hepatocarcinogens (2-acetylaminofluorene, 2,4-diaminotoluene, diisopropanolnitrosamine, 4-dimethylaminoazobenzene, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone, N-nitrosomorpholine, quinoline and urethane) and 4 non-genotoxic hepatocarcinogens (1,4-dichlorobenzene, dichlorodiphenyltrichloroethane, di(2-ethylhexyl)phthalate and furan). A considerable number of genes exhibited significant changes in their gene expression ratios (experimental group/control group) analyzed statistically by the Dunnett's test and Welch's t-test. Finally, we distinguished between the genotoxic and non-genotoxic hepatocarcinogens by statistical analysis using principal component analysis (PCA) of the gene expression profiles for 7 genes (Btg2, Ccnf, Ccng1, Lpr1, Mbd1, Phlda3 and Tubb2c) at 4 h and for 12 genes (Aen, Bax, Btg2, Ccnf, Ccng1, Cdkn1a, Gdf15, Lrp1, Mbd1, Phlda3, Plk2 and Tubb2c) at 48 h. Seven major biological processes were extracted from the
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页码:164 / 175
页数:12
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