Chemotherapeutic drug susceptibility associated SNPs are enriched in expression quantitative trait loci

被引:86
作者
Gamazon, Eric R. [2 ]
Huang, R. Stephanie [1 ,3 ]
Cox, Nancy J. [2 ,3 ]
Dolan, M. Eileen [1 ,3 ]
机构
[1] Univ Chicago, Dept Med, Hematol Oncol Sect, Chicago, IL 60637 USA
[2] Univ Chicago, Med Genet Sect, Chicago, IL 60637 USA
[3] Univ Chicago, Comm Clin Pharmacol & Pharmacogenom, Chicago, IL 60637 USA
基金
美国国家卫生研究院;
关键词
genome-wide association study; pharmacogenomics; GENOME-WIDE ASSOCIATION; HUMAN GENE-EXPRESSION; INDUCED CYTOTOXICITY; VARIANTS; PHARMACOGENOMICS; POLYMORPHISMS; DISCOVERY; GENOTYPE; SEQUENCE;
D O I
10.1073/pnas.1001827107
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
Pharmacogenomics has employed candidate gene studies and, more recently, genome-wide association studies (GWAS) in efforts to identify loci associated with drug response and/or toxicity. The advantage of GWAS is the simultaneous, unbiased testing of millions of SNPs; the challenge is that functional information is absent for the vast majority of loci that are implicated. In the present study, we systematically evaluated SNPs associated with chemotherapeutic agent-induced cytotoxicity for six different anticancer agents and evaluated whether these SNPs were disproportionately likely to be within a functional class such as coding (consisting of missense, nonsense, or frameshift polymorphisms), noncoding (such as 3'UTRs or splice sites), or expression quantitative trait loci (eQTLs; indicating that a SNP genotype is associated with the transcript abundance level of a gene). We found that the chemotherapeutic drug susceptibility-associated SNPs are more likely to be eQTLs, and, in fact, more likely to be associated with the transcriptional expression level of multiple genes (n >= 10) as potential master regulators, than a random set of SNPs in the genome, conditional on minor allele frequency. Furthermore, we observed that this enrichment compared with random expectation is not present for other traditionally important coding and noncoding SNP functional categories. This research therefore has significant implications as a general approach for the identification of genetic predictors of drug response and provides important insights into the likely function of SNPs identified in GWAS analysis of pharmacologic studies.
引用
收藏
页码:9287 / 9292
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]   Sequence Polymorphisms Cause Many False cis eQTLs [J].
Alberts, Rudi ;
Terpstra, Peter ;
Li, Yang ;
Breitling, Rainer ;
Nap, Jan-Peter ;
Jansen, Ritsert C. .
PLOS ONE, 2007, 2 (07)
[3]   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
[4]   Prioritizing GWAS Results: A Review of Statistical Methods and Recommendations for Their Application [J].
Cantor, Rita M. ;
Lange, Kenneth ;
Sinsheimer, Janet S. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2010, 86 (01) :6-22
[5]   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
[6]   HLA-B☆5701 genotype is a major determinant of drug-induced liver injury due to flucloxacillin [J].
Daly, Ann K. ;
Donaldson, Peter T. ;
Bhatnagar, Pallav ;
Shen, Yufeng ;
Pe'er, Itsik ;
Floratos, Aris ;
Daly, Mark J. ;
Goldstein, David B. ;
John, Sally ;
Nelson, Matthew R. ;
Graham, Julia ;
Park, B. Kevin ;
Dillon, John F. ;
Bernal, William ;
Cordell, Heather J. ;
Pirmohamed, Munir ;
Aithal, Guruprasad P. ;
Day, Christopher P. .
NATURE GENETICS, 2009, 41 (07) :816-U71
[7]   Rare Variants Create Synthetic Genome-Wide Associations [J].
Dickson, Samuel P. ;
Wang, Kai ;
Krantz, Ian ;
Hakonarson, Hakon ;
Goldstein, David B. .
PLOS BIOLOGY, 2010, 8 (01)
[8]   Genetic architecture of transcript-level variation in humans [J].
Duan, Shiwei ;
Huang, R. Stephanie ;
Zhang, Wei ;
Bleibel, Wasim K. ;
Roe, Cheryl A. ;
Clark, Tyson A. ;
Chen, Tina X. ;
Schweitzer, Anthony C. ;
Blume, John E. ;
Cox, Nancy J. ;
Dolan, M. Eileen .
AMERICAN JOURNAL OF HUMAN GENETICS, 2008, 82 (05) :1101-1113
[9]   PACdb: a database for cell-based pharmacogenomics [J].
Gamazon, Eric R. ;
Duan, Shiwei ;
Zhang, Wei ;
Huang, Rong Stephanie ;
Kistner, Emily O. ;
Dolan, Mary Eileen ;
Cox, Nancy J. .
PHARMACOGENETICS AND GENOMICS, 2010, 20 (04) :269-273
[10]   SCAN: SNP and copy number annotation [J].
Gamazon, Eric R. ;
Zhang, Wei ;
Konkashbaev, Anuar ;
Duan, Shiwei ;
Kistner, Emily O. ;
Nicolae, Dan L. ;
Dolan, M. Eileen ;
Cox, Nancy J. .
BIOINFORMATICS, 2010, 26 (02) :259-262