A statistical multiprobe model for analyzing cis and trans genes in genetical genomics experiments with short-oligonucleotide arrays

被引:28
作者
Alberts, R
Terpstra, P
Bystrykh, LV
de Haan, G
Jansen, RC
机构
[1] Univ Groningen, Groningen Bioinformat Ctr, Groningen Biomol Sci & Biotechnol Inst, NL-9751 NN Haren, Netherlands
[2] Univ Groningen, Ctr Med, Sect Stem Cell Biol, Dept Cell Biol, NL-9713 AV Groningen, Netherlands
关键词
D O I
10.1534/genetics.105.045930
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Short-oligonucleotide arrays typically contain multiple probes per gene. In genetical genomics applications a statistical model for the individual probe signals can help in separating "true" differential mRNA expression from "ghost" effects caused by polymorphisms, misdesigned probes, and batch effects. It can also help in detecting alternative splicing, start, or termination.
引用
收藏
页码:1437 / 1439
页数:3
相关论文
共 13 条
[1]   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
[2]   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
[3]   WebQTL: Rapid exploratory analysis of gene expression and genetic networks for brain and behavior [J].
Chesler, EJ ;
Lu, L ;
Wang, JT ;
Williams, RW ;
Manly, KF .
NATURE NEUROSCIENCE, 2004, 7 (05) :485-486
[4]   Cis-acting expression quantitative trait loci in mice [J].
Doss, S ;
Schadt, EE ;
Drake, TA ;
Lusis, AJ .
GENOME RESEARCH, 2005, 15 (05) :681-691
[5]   affy -: analysis of Affymetrix GeneChip data at the probe level [J].
Gautier, L ;
Cope, L ;
Bolstad, BM ;
Irizarry, RA .
BIOINFORMATICS, 2004, 20 (03) :307-315
[6]   Regulating gene expression: surprises still in store [J].
Jansen, RC ;
Nap, JP .
TRENDS IN GENETICS, 2004, 20 (05) :223-225
[7]   Genetical genomics: the added value from segregation [J].
Jansen, RC ;
Nap, JP .
TRENDS IN GENETICS, 2001, 17 (07) :388-391
[8]   Weighting by heritability for detection of quantitative trait loci with microarray estimates of gene expression [J].
Manly, KF ;
Wang, JT ;
Williams, RW .
GENOME BIOLOGY, 2005, 6 (03)
[9]   Increased measurement accuracy for sequence-verified microarray probes [J].
Mecham, BH ;
Wetmore, DZ ;
Szallasi, Z ;
Sadovsky, Y ;
Kohane, I ;
Mariani, TJ .
PHYSIOLOGICAL GENOMICS, 2004, 18 (03) :308-315
[10]   Single-feature polymorphism discovery in the barley transcriptome [J].
Rostoks, N ;
Borevitz, JO ;
Hedley, PE ;
Russell, J ;
Mudie, S ;
Morris, J ;
Cardle, L ;
Marshall, DF ;
Waugh, R .
GENOME BIOLOGY, 2005, 6 (06)