Cis-regulatory variations:: A study of SNPs around genes showing cis-linkage in segregating mouse populations

被引:39
作者
GuhaThakurta, Debraj
Xie, Tao
Anand, Manish
Edwards, Stephen W.
Li, Guoya
Wang, Susanna S.
Schadt, Eric E.
机构
[1] Rosetta Inpharmat LLC, Genet, Seattle, WA 98109 USA
[2] Rosetta Inpharmat LLC, Informat, Seattle, WA 98109 USA
[3] Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
[4] Microsoft Corp, Redmond, WA 98052 USA
关键词
D O I
10.1186/1471-2164-7-235
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Changes in gene expression are known to be responsible for phenotypic variation and susceptibility to diseases. Identification and annotation of the genomic sequence variants that cause gene expression changes is therefore likely to lead to a better understanding of the cause of disease at the molecular level. In this study we investigate the pattern of single nucleotide polymorphisms ( SNPs) in genes for which the mRNA levels show cis-genetic linkage ( gene expression quantitative trait loci mapping in cis, or cis-eQTLs) in segregating mouse populations. Such genes are expected to have polymorphisms near their physical location (cis-variations) that affect their mRNA levels by altering one or more of the cis-regulatory elements. This led us to characterize the SNPs in promoter ( 5 Kb upstream) and non-coding gene regions (introns and 5 Kb downstream) (cis-SNPs) and the effects they may have on putative transcription factor binding sites. Results: We demonstrate that the cis-eQTL genes (CEGs) have a significantly higher frequency of cis-SNPs compared to non-CEGs ( when both sets are taken from the non-IBD regions, i.e. regions not identical by descent). Most CEGs having cis-SNPs do not contain these SNPs in the phylogenetically conserved regions. In those CEGs that contain cis-SNPs in the phylogenetically conserved regions, enrichment of cis-SNPs occurs both within and outside of the conserved sequences. A higher fraction of CEGs are also seen to harbor cis-SNP that affect predicted transcription factor binding sites, a likely consequence of the higher cis-SNPs density in these genes. Conclusion: This present study provides the first genome-wide investigation of the putative cis-regulatory variations in a large set of genes whose levels of expression give rise to cis-linkage in segregating mammalian populations. Our results provide insights into the challenges that exist in identifying polymorphisms regulating gene expression using bioinformatic sequence analysis approaches. The data provided herein should benefit future investigations in this area.
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页数:18
相关论文
共 74 条
[1]   Analysis of segmental duplications and genome assembly in the mouse [J].
Bailey, JA ;
Church, DM ;
Ventura, M ;
Rocchi, M ;
Eichler, EE .
GENOME RESEARCH, 2004, 14 (05) :789-801
[2]   Additivity in protein-DNA interactions: how good an approximation is it? [J].
Benos, PV ;
Bulyk, ML ;
Stormo, GD .
NUCLEIC ACIDS RESEARCH, 2002, 30 (20) :4442-4451
[3]   Strong bias the location of functional promoter polymorphisms [J].
Buckland, PR ;
Hoogendoorn, B ;
Coleman, SL ;
Guy, CA ;
Smith, SK ;
O'Donovan, MC .
HUMAN MUTATION, 2005, 26 (03) :214-223
[4]   A high proportion of chromosome 21 promoter polymorphisms influence transcriptional activity [J].
Buckland, PR ;
Coleman, SL ;
Hoogendoorn, B ;
Guy, C ;
Smith, SK ;
O'Donovan, MC .
GENE EXPRESSION-THE JOURNAL OF LIVER RESEARCH, 2003, 11 (5-6) :233-239
[5]   A high proportion of polymorphisms in the promoters of brain expressed genes influences transcriptional activity [J].
Buckland, PR ;
Hoogendoom, B ;
Guy, CA ;
Coleman, SL ;
Smith, SK ;
Buxbaum, JD ;
Haroutunian, V ;
O'Donovan, MC .
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE, 2004, 1690 (03) :238-249
[6]   Allele-specific gene expression differences in humans [J].
Buckland, PR .
HUMAN MOLECULAR GENETICS, 2004, 13 :R255-R260
[7]  
Bulyk ML, 2004, GENOME BIOL, V5
[8]   d2_cluster: A validated method for clustering EST and full-length cDNA sequences [J].
Burke, J ;
Davison, D ;
Hide, W .
GENOME RESEARCH, 1999, 9 (11) :1135-1142
[9]   Uncovering regulatory pathways that affect hematopoietic stem cell function using 'genetical genomics' [J].
Bystrykh, L ;
Weersing, E ;
Dontje, B ;
Sutton, S ;
Pletcher, MT ;
Wiltshire, T ;
Su, AI ;
Vellenga, E ;
Wang, JT ;
Manly, KF ;
Lu, L ;
Chesler, EJ ;
Alberts, R ;
Jansen, RC ;
Williams, RW ;
Cooke, MP ;
de Haan, G .
NATURE GENETICS, 2005, 37 (03) :225-232
[10]   Optimization of oligonucleotide arrays and RNA amplification protocols for analysis of transcript structure and alternative splicing [J].
Castle, J ;
Garrett-Engele, P ;
Armour, CD ;
Duenwald, SJ ;
Loerch, PM ;
Meyer, MR ;
Schadt, EE ;
Stoughton, R ;
Parrish, ML ;
Shoemaker, DD ;
Johnson, JM .
GENOME BIOLOGY, 2003, 4 (10)