Multi-species microarrays reveal the effect of sequence divergence on gene expression profiles

被引:137
作者
Gilad, Y [1 ]
Rifkin, SA
Bertone, P
Gerstein, M
White, KP
机构
[1] Yale Univ, Sch Med, Dept Genet, New Haven, CT 06520 USA
[2] Yale Univ, Ecol Evolutionary Biol Dept, New Haven, CT 06520 USA
[3] Yale Univ, Mol Biophys & Biochem Dept, New Haven, CT 06520 USA
关键词
D O I
10.1101/gr.3335705
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
Interspecies comparisons of gene expression levels will increase Our understanding of the evolution of transcriptional mechanism and help to identify targets of natural selection. This approach holds particular promise for apes, as many human-specific adaptations are thought to result from differences in gene expression rather than ill coding sequence. To date, however, all Studies directly comparing interspecies gene expression have been performed on single-species arrays, so that it has been impossible to distinguish differential hybridization due to sequence mismatches from underlying expression differences. To evaluate the severity of this potential problem, we constructed a new multiprimate cDNA array using probes from human, chimpanzee, orangutan, and rheSLIS. We find a large effect of sequence divergence oil hybridization signal, even in the closest pair of species, human and chimpanzee. By comparing single-species array analyses with results from multispecies arrays, we examine how estimates of differential gene expression are affected by sequence divergence. Our results indicate that naive use of single-species arrays in direct interspecies comparisons can yield Spurious results.
引用
收藏
页码:674 / 680
页数:7
相关论文
共 36 条
[1]  
Andolfatto P, 2000, GENETICS, V156, P257
[2]  
ASCHER D, 2001, NUMERICAL PHYTON
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   A comparison of normalization methods for high density oligonucleotide array data based on variance and bias [J].
Bolstad, BM ;
Irizarry, RA ;
Åstrand, M ;
Speed, TP .
BIOINFORMATICS, 2003, 19 (02) :185-193
[5]   Options available - from start to finish - for obtaining expression data by microarray [J].
Bowtell, DDL .
NATURE GENETICS, 1999, 21 (Suppl 1) :25-32
[6]   Elevated gene expression levels distinguish human from non-human primate brains [J].
Cáceres, M ;
Lachuer, J ;
Zapala, MA ;
Redmond, JC ;
Kudo, L ;
Geschwind, DH ;
Lockhart, DJ ;
Preuss, TM ;
Barlow, C .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (22) :13030-13035
[7]   Genomic divergences between humans and other hominoids and the effective population size of the common ancestor of humans and chimpanzees [J].
Chen, FC ;
Li, WH .
AMERICAN JOURNAL OF HUMAN GENETICS, 2001, 68 (02) :444-456
[8]   Genomic divergence between human and chimpanzee estimated from large-scale alignments of genomic sequences [J].
Chen, FC ;
Vallender, EJ ;
Wang, H ;
Tzeng, CS ;
Li, WH .
JOURNAL OF HEREDITY, 2001, 92 (06) :481-489
[9]   Gene expression patterns in human liver cancers [J].
Chen, X ;
Cheung, ST ;
So, S ;
Fan, ST ;
Barry, C ;
Higgins, J ;
Lai, KM ;
Ji, JF ;
Dudoit, S ;
Ng, IOL ;
van de Rijn, M ;
Botstein, D ;
Brown, PO .
MOLECULAR BIOLOGY OF THE CELL, 2002, 13 (06) :1929-1939
[10]   Manufacturing DNA microarrays of high spot homogeneity and reduced background signal [J].
Diehl, Frank ;
Grahlmann, Susanne ;
Beier, Markus ;
Hoheisel, Joerg D. .
NUCLEIC ACIDS RESEARCH, 2001, 29 (07)