Detection of Parent-of-Origin Specific Expression Quantitative Trait Loci by Cis-Association Analysis of Gene Expression in Trios

被引:10
作者
Garg, Paras [1 ]
Borel, Christelle [1 ]
Sharp, Andrew J. [1 ]
机构
[1] Mt Sinai Sch Med, Dept Genet & Genom Sci, New York, NY USA
来源
PLOS ONE | 2012年 / 7卷 / 08期
关键词
BIPOLAR AFFECTIVE-DISORDER; GENOME-WIDE ASSOCIATION; POPULATION; TRANSMISSION; PATTERNS;
D O I
10.1371/journal.pone.0041695
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
Parent-of-origin (PofO) effects, such as imprinting are a phenomenon in which homologous chromosomes exhibit differential gene expression and epigenetic modifications according to their parental origin. Such non-Mendelian inheritance patterns are generally ignored by conventional association studies, as these tests consider the maternal and paternal alleles as equivalent. To identify regulatory regions that show PofO effects on gene expression (imprinted expression Quantitative Trait Loci, ieQTLs), here we have developed a novel method in which we associate SNP genotypes of defined parental origin with gene expression levels. We applied this method to study 59 HapMap phase II parent-offspring trios. By analyzing mother/father/child trios, rules of Mendelian inheritance allowed the parental origin to be defined for similar to 95% of SNPs in each child. We used 680,475 informative SNPs and corresponding expression data for 92,167 probe sets from Affymetrix GeneChip Human Exon 1.0 ST arrays and performed four independent cis-association analyses with the expression level of RefSeq genes within 1 Mb using PLINK. Independent analyses of maternal and paternal genotypes identified two significant cis-ieQTLs (p<10(-7)) at which expression of genes SFT2D2 and SRRT associated exclusively with maternally inherited SNPs rs3753292 and rs6945374, respectively. 28 additional suggestive cis-associations with only maternal or paternal SNPs were found at a lower stringency threshold of p<10(-6), including associations with two known imprinted genes PEG10 and TRAPPC9, demonstrating the efficacy of our method. Furthermore, comparison of our method that utilizes independent analyses of maternal and paternal genotypes with the Likelihood Ratio Test (LRT) showed it to be more effective for detecting imprinting effects than the LRT. Our method represents a novel approach that can identify imprinted regulatory elements that control gene expression, suggesting novel PofO effects in the human genome.
引用
收藏
页数:9
相关论文
共 37 条
  • [1] DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines
    Bell, Jordana T.
    Pai, Athma A.
    Pickrell, Joseph K.
    Gaffney, Daniel J.
    Pique-Regi, Roger
    Degner, Jacob F.
    Gilad, Yoav
    Pritchard, Jonathan K.
    [J]. GENOME BIOLOGY, 2011, 12 (01)
  • [2] A powerful genome-wide feasible approach to detect parent-of-origin effects in studies of quantitative traits
    Belonogova, Nadezhda M.
    Axenovich, Tatiana I.
    Aulchenko, Yurii S.
    [J]. EUROPEAN JOURNAL OF HUMAN GENETICS, 2010, 18 (03) : 379 - 384
  • [3] Family-based genome-wide association studies
    Benyamin, B.
    Visscher, P. M.
    McRae, A. F.
    [J]. PHARMACOGENOMICS, 2009, 10 (02) : 181 - 190
  • [4] Maternal glutathione S-transferase GSTP1 genotype is a specific predictor of phenotype in children with asthma
    Carroll, WD
    Lenney, W
    Child, F
    Strange, RC
    Jones, PW
    Fryer, AA
    [J]. PEDIATRIC ALLERGY AND IMMUNOLOGY, 2005, 16 (01) : 32 - 39
  • [5] Establishing an adjusted p-value threshold to control the family-wide type 1 error in genome wide association studies
    Duggal, Priya
    Gillanders, Elizabeth M.
    Holmes, Taura N.
    Bailey-Wilson, Joan E.
    [J]. BMC GENOMICS, 2008, 9 (1)
  • [6] Genetics and infertility II - Candidate genes in polycystic ovary syndrome
    Franks, S
    Gharani, N
    McCarthy, M
    [J]. HUMAN REPRODUCTION UPDATE, 2001, 7 (04) : 405 - 410
  • [7] A second generation human haplotype map of over 3.1 million SNPs
    Frazer, Kelly A.
    Ballinger, Dennis G.
    Cox, David R.
    Hinds, David A.
    Stuve, Laura L.
    Gibbs, Richard A.
    Belmont, John W.
    Boudreau, Andrew
    Hardenbol, Paul
    Leal, Suzanne M.
    Pasternak, Shiran
    Wheeler, David A.
    Willis, Thomas D.
    Yu, Fuli
    Yang, Huanming
    Zeng, Changqing
    Gao, Yang
    Hu, Haoran
    Hu, Weitao
    Li, Chaohua
    Lin, Wei
    Liu, Siqi
    Pan, Hao
    Tang, Xiaoli
    Wang, Jian
    Wang, Wei
    Yu, Jun
    Zhang, Bo
    Zhang, Qingrun
    Zhao, Hongbin
    Zhao, Hui
    Zhou, Jun
    Gabriel, Stacey B.
    Barry, Rachel
    Blumenstiel, Brendan
    Camargo, Amy
    Defelice, Matthew
    Faggart, Maura
    Goyette, Mary
    Gupta, Supriya
    Moore, Jamie
    Nguyen, Huy
    Onofrio, Robert C.
    Parkin, Melissa
    Roy, Jessica
    Stahl, Erich
    Winchester, Ellen
    Ziaugra, Liuda
    Altshuler, David
    Shen, Yan
    [J]. NATURE, 2007, 449 (7164) : 851 - U3
  • [8] Evaluation of Allelic Expression of Imprinted Genes in Adult Human Blood
    Frost, Jennifer M.
    Monk, Dave
    Stojilkovic-Mikic, Taita
    Woodfine, Kathryn
    Chitty, Lyn S.
    Murrell, Adele
    Stanier, Philip
    Moore, Gudrun E.
    [J]. PLOS ONE, 2010, 5 (10):
  • [9] An imprinted locus associated with transient neonatal diabetes mellitus
    Gardner, RJ
    Mackay, DJG
    Mungall, AJ
    Polychronakos, C
    Siebert, R
    Shield, JPH
    Temple, IK
    Robinson, DO
    [J]. HUMAN MOLECULAR GENETICS, 2000, 9 (04) : 589 - 596
  • [10] Expression Quantitative Trait Loci Are Highly Sensitive to Cellular Differentiation State
    Gerrits, Alice
    Li, Yang
    Tesson, Bruno M.
    Bystrykh, Leonid V.
    Weersing, Ellen
    Ausema, Albertina
    Dontje, Bert
    Wang, Xusheng
    Breitling, Rainer
    Jansen, Ritsert C.
    de Haan, Gerald
    [J]. PLOS GENETICS, 2009, 5 (10):