A genome-wide approach to identify genetic variants that contribute to etoposide-induced cytotoxicity

被引:148
作者
Huang, R. Stephanie
Duan, Shiwei
Bleibel, Wasim K.
Kistner, Emily O.
Zhang, Wei
Clark, Tyson A.
Chen, Tina X.
Schweitzer, Anthony C.
Blume, John E.
Cox, Nancy J.
Dolan, M. Eileen [1 ]
机构
[1] Univ Chicago, Hematol Oncol Sect, Chicago, IL 60637 USA
[2] Univ Chicago, Biostat Consulting Lab, Dept Hlth Studies, Chicago, IL 60637 USA
[3] Univ Chicago, Med Genet Sect, Dept Med, Chicago, IL 60637 USA
[4] Affymetrix Inc, Affymetrix Lab, Express Re, Santa Clara, CA 95051 USA
关键词
HapMap; pharmacogenomics; toxicity; whole-genome association;
D O I
10.1073/pnas.0703736104
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
Large interindividual variance has been observed in sensitivity to drugs. To comprehensively decipher the genetic contribution to these variations in drug susceptibility, we present a genome-wide model using human lymphoblastoid cell lines from the International HapMap consortium, of which extensive genotypic information is available, to identify genetic variants that contribute to chemotherapeutic agent-induced cytotoxicity. Our model integrated genotype, gene expression, and sensitivity of HapMap cell lines to drugs. Cell lines derived from 30 trios of European descent (Center d'Etude du Polymorphisme Humain population) and 30 trios of African descent (Yoruban population) were used. Cell growth inhibition at increasing concentrations of etoposide for 72 h was determined by using alamarBlue assay. Gene expression on 176 HapMap cell lines (87 Center d'Etude du Polymorphisme Humain population and 89 Yoruban population) was determined by using the Affymetrix GeneChip Human Exon 1.0ST Array. We evaluated associations between genotype and cytotoxicity, genotype and gene expression and correlated gene expression of the identified candidates with cytotoxicity. The analysis identified 63 genetic variants that contribute to etoposide-induced toxicity through their effect on gene expression. These include genes that may play a role in cancer (AGPAT2, IL1B, and WNT5B) and genes not yet known to be associated with sensitivity to etoposide. This unbiased method can be used to elucidate genetic variants contributing to a wide range of cellular phenotypes induced by chemotherapeutic agents.
引用
收藏
页码:9758 / 9763
页数:6
相关论文
共 33 条
[1]   A general test of association for quantitative traits in nuclear families [J].
Abecasis, GR ;
Cardon, LR ;
Cookson, WOC .
AMERICAN JOURNAL OF HUMAN GENETICS, 2000, 66 (01) :279-292
[2]   A haplotype map of the human genome [J].
Altshuler, D ;
Brooks, LD ;
Chakravarti, A ;
Collins, FS ;
Daly, MJ ;
Donnelly, P ;
Gibbs, RA ;
Belmont, JW ;
Boudreau, A ;
Leal, SM ;
Hardenbol, P ;
Pasternak, S ;
Wheeler, DA ;
Willis, TD ;
Yu, FL ;
Yang, HM ;
Zeng, CQ ;
Gao, Y ;
Hu, HR ;
Hu, WT ;
Li, CH ;
Lin, W ;
Liu, SQ ;
Pan, H ;
Tang, XL ;
Wang, J ;
Wang, W ;
Yu, J ;
Zhang, B ;
Zhang, QR ;
Zhao, HB ;
Zhao, H ;
Zhou, J ;
Gabriel, SB ;
Barry, R ;
Blumenstiel, B ;
Camargo, A ;
Defelice, M ;
Faggart, M ;
Goyette, M ;
Gupta, S ;
Moore, J ;
Nguyen, H ;
Onofrio, RC ;
Parkin, M ;
Roy, J ;
Stahl, E ;
Winchester, E ;
Ziaugra, L ;
Shen, Y .
NATURE, 2005, 437 (7063) :1299-1320
[3]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[4]   Activating NOTCH1 mutations predict favorable early treatment response and long-term outcome in childhood precursor T-cell lymphoblastic leukemia [J].
Breit, Stephen ;
Stanulla, Martin ;
Flohr, Thomas ;
Schrappe, Martin ;
Ludwig, Wolf-Dieter ;
Tolle, Gabriele ;
Happich, Margit ;
Muckenthaler, Martina U. ;
Kulozik, Andreas E. .
BLOOD, 2006, 108 (04) :1151-1157
[5]   Mapping determinants of human gene expression by regional and genome-wide association [J].
Cheung, VG ;
Spielman, RS ;
Ewens, KG ;
Weber, TM ;
Morley, M ;
Burdick, JT .
NATURE, 2005, 437 (7063) :1365-1369
[6]   Natural variation in human gene expression assessed in lymphoblastoid cells [J].
Cheung, VG ;
Conlin, LK ;
Weber, TM ;
Arcaro, M ;
Jen, KY ;
Morley, M ;
Spielman, RS .
NATURE GENETICS, 2003, 33 (03) :422-425
[7]   Gene expression signatures associated with the resistance to imatinib [J].
Chung, Y-J ;
Kim, T-M ;
Kim, D-W ;
Namkoong, H. ;
Kim, H. K. ;
Ha, S-A ;
Kim, S. ;
Shin, S. M. ;
Kim, J-H ;
Lee, Y-J ;
Kang, H-M ;
Kim, J. W. .
LEUKEMIA, 2006, 20 (09) :1542-1550
[8]   Notch1 antiapoptotic activity is abrogated by caspase cleavage in dying T lymphocytes [J].
Cohen, LY ;
Bourbonnière, M ;
Sabbagh, L ;
Bouchard, A ;
Chew, T ;
Jeannequin, P ;
Lazure, C ;
Sékaly, RP .
CELL DEATH AND DIFFERENTIATION, 2005, 12 (03) :243-254
[9]   Elastin fragments induce IL-1β upregulation via NF-κB pathway in melanoma cells [J].
Debret, Romain ;
Le Naour, Richard R. ;
Sallenave, Jean-Michel ;
Deshorgue, Aurelie ;
Hornebeck, William G. ;
Guenounou, Moncef ;
Bernard, Philippe ;
Antonicelli, Frank D. .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2006, 126 (08) :1860-1868
[10]   Heritability and linkage analysis of sensitivity to cisplatin-induced cytotoxicity [J].
Dolan, ME ;
Newbold, KG ;
Nagasubramanian, R ;
Wu, XL ;
Ratain, MJ ;
Cook, EH ;
Badner, JA .
CANCER RESEARCH, 2004, 64 (12) :4353-4356