Expression profiling of interindividual variability following xenobiotic exposures in primary human hepatocyte cultures

被引:30
作者
Goyak, Katy M. O.
Johnson, Mary C.
Strom, Stephen C. [2 ]
Omiecinski, Curtis J. [1 ]
机构
[1] Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16802 USA
[2] Univ Pittsburgh, Dept Pathol, Pittsburgh, PA 15261 USA
关键词
DNA microarray; primary human hepatocytes; interindividual variability;
D O I
10.1016/j.taap.2008.04.024
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
To examine the magnitude of human variability across the entire transcriptome after chemical challenge, we Profiled gene expression responses to three different prototypic chemical inducers in primary human hepatocyte cultures from ten independent donors. Correlation between basal expression in any two hepatocyte donors ranged from r(2) values of 0.967 to 0.857, and chemical treatment tended to negatively impact correlation between donors. Including anticipated target genes, 10,812, 8373, and 7847 genes were changed in at least one donor by Aroclor 1254 (A1254), di(2-ethylhexyl) phthalate (DEHP), and phenobarbital (PB), respectively. A subset of these gene targets (n = 41) were altered with a high level of reproducibility in at least 9 donors, gene responses that correlated well with literature-reported mechanism of action. Filtering responses to the level of gene subsets clarified the biological impact associated with the respective chemical effectors, in lien of substantial interindividual variation among donor responses. In these respects, the use of hierarchical clustering methods successfully grouped seven of the ten donors into chemical-specific rather than donor-specific clusters. However, at the whole-genome level, the magnitude of conserved gene expression changes among donors Was Surprisingly small, with fewer than 50% of the gene responses altered by a single chemical conserved in more than one donor. The use of higher level descriptors, such as those defined by the PANTHER classification system, may enable more consistent categorization of gene expression changes across individuals, as increased reproducibility was identified using this method. (C) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:216 / 224
页数:9
相关论文
共 44 条
[1]   Rapid generation of homologous internal standards and evaluation of data for quantitation of messenger RNA by competitive polymerase chain reaction [J].
Anderson, KM ;
Cheung, PH ;
Kelly, MD .
JOURNAL OF PHARMACOLOGICAL AND TOXICOLOGICAL METHODS, 1997, 38 (03) :133-140
[2]   Isolation of human hepatocytes from livers rejected for liver transplantation on a national basis: Results of a 2-year experience [J].
Baccarani, U ;
Sanna, A ;
Cariani, A ;
Sainz-Barriga, M ;
Adani, GL ;
Zambito, AM ;
Piccolo, G ;
Risaliti, A ;
Nanni-Costa, A ;
Ridolfi, L ;
Scalamogna, M ;
Bresadola, F ;
Donini, A .
LIVER TRANSPLANTATION, 2003, 9 (05) :506-512
[3]   Standardizing global gene expression analysis between laboratories and across platforms [J].
Bammler, T ;
Beyer, RP ;
Bhattacharya, S ;
Boorman, GA ;
Boyles, A ;
Bradford, BU ;
Bumgarner, RE ;
Bushel, PR ;
Chaturvedi, K ;
Choi, D ;
Cunningham, ML ;
Dengs, S ;
Dressman, HK ;
Fannin, RD ;
Farun, FM ;
Freedman, JH ;
Fry, RC ;
Harper, A ;
Humble, MC ;
Hurban, P ;
Kavanagh, TJ ;
Kaufmann, WK ;
Kerr, KF ;
Jing, L ;
Lapidus, JA ;
Lasarev, MR ;
Li, J ;
Li, YJ ;
Lobenhofer, EK ;
Lu, X ;
Malek, RL ;
Milton, S ;
Nagalla, SR ;
O'Malley, JP ;
Palmer, VS ;
Pattee, P ;
Paules, RS ;
Perou, CM ;
Phillips, K ;
Qin, LX ;
Qiu, Y ;
Quigley, SD ;
Rodland, M ;
Rusyn, I ;
Samson, LD ;
Schwartz, DA ;
Shi, Y ;
Shin, JL ;
Sieber, SO ;
Slifer, S .
NATURE METHODS, 2005, 2 (05) :351-356
[4]   Hsp70 protects against UVB induced apoptosis by preventing release of cathepsins and cytochrome c in human melanocytes [J].
Bivik, Cecilia ;
Rosdahl, Inger ;
Ollinger, Karin .
CARCINOGENESIS, 2007, 28 (03) :537-544
[5]   PermutMatrix: a graphical environment to arrange gene expression profiles in optimal linear order [J].
Caraux, G ;
Pinloche, S .
BIOINFORMATICS, 2005, 21 (07) :1280-1281
[6]   Neuronal trauma model: in search of Thanatos [J].
Cole, K ;
Perez-Polo, JR .
INTERNATIONAL JOURNAL OF DEVELOPMENTAL NEUROSCIENCE, 2004, 22 (07) :485-496
[7]   Mapping molecular responses to xenoestrogens through Gene Ontology and pathway analysis of toxicogenomic data [J].
Currie, RA ;
Orphanides, G ;
Moggs, JG .
REPRODUCTIVE TOXICOLOGY, 2005, 20 (03) :433-440
[8]   Sulfiredoxin: a potential therapeutic agent? [J].
Findlay, VJ ;
Tapiero, H ;
Townsend, DM .
BIOMEDICINE & PHARMACOTHERAPY, 2005, 59 (07) :374-379
[9]   Human liver quality is a dominant factor in the outcome of in vitro studies [J].
Fisher, RL ;
Gandolfi, AJ ;
Brendel, K .
CELL BIOLOGY AND TOXICOLOGY, 2001, 17 (03) :179-189
[10]   Overexpression of the aldo-keto reductase family protein AKR1B10 is highly correlated with smokers' non-small cell lung carcinomas [J].
Fukumoto, S ;
Yamauchi, N ;
Moriguchi, H ;
Hippo, Y ;
Watanabe, A ;
Shibahara, J ;
Taniguchi, H ;
Ishikawa, S ;
Ito, H ;
Yamamoto, S ;
Iwanari, H ;
Hironaka, M ;
Ishikawa, Y ;
Niki, T ;
Sohara, Y ;
Kodama, T ;
Nishimura, M ;
Fukayama, M ;
Dosaka-Akita, H ;
Aburatani, H .
CLINICAL CANCER RESEARCH, 2005, 11 (05) :1776-1785