Expression quantitative trait loci detected in cell lines are often present in primary tissues

被引:39
作者
Bullaughey, Kevin [1 ]
Chavarria, Claudia I. [2 ]
Coop, Graham [3 ]
Gilad, Yoav [2 ]
机构
[1] Univ Chicago, Dept Ecol & Evolut, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Human Genet, Chicago, IL 60637 USA
[3] Univ Calif Davis, Dept Ecol & Evolut, Davis, CA 95616 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
GENE-EXPRESSION; COPY NUMBER; POLYMORPHISM; SUSCEPTIBILITY; VARIANTS; IDENTIFICATION; ARCHITECTURE; COMMON; RISK;
D O I
10.1093/hmg/ddp382
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Expression quantitative trait loci (eQTL) mapping is a powerful tool for identifying genetic regulatory variation. However, at present, most eQTLs in humans were identified using gene expression data from cell lines, and it remains unknown whether these eQTLs also have a regulatory function in other expression contexts, such as human primary tissues. Here we investigate this question using a targeted strategy. Specifically, we selected a subset of large-effect eQTLs identified in the HapMap lymphoblastoid cell lines, and examined the association of these eQTLs with gene expression levels across individuals in five human primary tissues (heart, kidney, liver, lung and testes). We show that genotypes at the eQTLs we selected are often predictive of variation in gene expression levels in one or more of the five primary tissues. The genotype effects in the primary tissues are consistently in the same direction as the effects inferred in the cell lines. Additionally, a number of the eQTLs we tested are found in more than one of the tissues. Our results indicate that functional studies in cell lines may uncover a substantial amount of genetic variation that affects gene expression levels in human primary tissues.
引用
收藏
页码:4296 / 4303
页数:8
相关论文
共 43 条
[1]   On the design and analysis of gene expression studies in human populations [J].
Akey, Joshua M. ;
Biswas, Shameek ;
Leek, Jeffrey T. ;
Storey, John D. .
NATURE GENETICS, 2007, 39 (07) :807-808
[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]  
Arnone MI, 1997, DEVELOPMENT, V124, P1851
[4]   Genetic analysis of the GLUT10 glucose transporter (SLC2A10) polymorphisms in Caucasian American type 2 diabetes -: art. no. 42 [J].
Bento, JL ;
Bowden, DW ;
Mychaleckyj, JC ;
Hirakawa, S ;
Rich, SS ;
Freedman, BI ;
Segade, F .
BMC MEDICAL GENETICS, 2005, 6
[5]   Epstein-Barr virus-induced changes in B-lymphocyte gene expression [J].
Carter, KL ;
Cahir-McFarland, E ;
Kieff, E .
JOURNAL OF VIROLOGY, 2002, 76 (20) :10427-10436
[6]   Genetic Analysis of Human Traits In Vitro: Drug Response and Gene Expression in Lymphoblastoid Cell Lines [J].
Choy, Edwin ;
Yelensky, Roman ;
Bonakdar, Sasha ;
Plenge, Robert M. ;
Saxena, Richa ;
De Jager, Philip L. ;
Shaw, Stanley Y. ;
Wolfish, Cara S. ;
Slavik, Jacqueline M. ;
Cotsapas, Chris ;
Rivas, Manuel ;
Dermitzakis, Emmanouil T. ;
Cahir-McFarland, Ellen ;
Kieff, Elliott ;
Hafler, David ;
Daly, Mark J. ;
Altshuler, David .
PLOS GENETICS, 2008, 4 (11)
[7]   Gene expression variation and expression quantitative trait mapping of human chromosome 21 genes [J].
Deutsch, S ;
Lyle, R ;
Dermitzakis, ET ;
Subrahmanyan, L ;
Gehrig, C ;
Parand, L ;
Gagnebin, M ;
Rougemont, J ;
Jongeneel, CV ;
Antonarakis, SE .
HUMAN MOLECULAR GENETICS, 2005, 14 (23) :3741-3749
[8]   A genome-wide association study of global gene expression [J].
Dixon, Anna L. ;
Liang, Liming ;
Moffatt, Miriam F. ;
Chen, Wei ;
Heath, Simon ;
Wong, Kenny C. C. ;
Taylor, Jenny ;
Burnett, Edward ;
Gut, Ivo ;
Farrall, Martin ;
Lathrop, G. Mark ;
Abecasis, Goncalo R. ;
Cookson, William O. C. .
NATURE GENETICS, 2007, 39 (10) :1202-1207
[9]   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
[10]   Genetics of gene expression and its effect on disease [J].
Emilsson, Valur ;
Thorleifsson, Gudmar ;
Zhang, Bin ;
Leonardson, Amy S. ;
Zink, Florian ;
Zhu, Jun ;
Carlson, Sonia ;
Helgason, Agnar ;
Walters, G. Bragi ;
Gunnarsdottir, Steinunn ;
Mouy, Magali ;
Steinthorsdottir, Valgerdur ;
Eiriksdottir, Gudrun H. ;
Bjornsdottir, Gyda ;
Reynisdottir, Inga ;
Gudbjartsson, Daniel ;
Helgadottir, Anna ;
Jonasdottir, Aslaug ;
Jonasdottir, Adalbjorg ;
Styrkarsdottir, Unnur ;
Gretarsdottir, Solveig ;
Magnusson, Kristinn P. ;
Stefansson, Hreinn ;
Fossdal, Ragnheidur ;
Kristjansson, Kristleifur ;
Gislason, Hjortur G. ;
Stefansson, Tryggvi ;
Leifsson, Bjorn G. ;
Thorsteinsdottir, Unnur ;
Lamb, John R. ;
Gulcher, Jeffrey R. ;
Reitman, Marc L. ;
Kong, Augustine ;
Schadt, Eric E. ;
Stefansson, Kari .
NATURE, 2008, 452 (7186) :423-U2