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
引用
收藏
页码:164 / 175
页数:12
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