Issues in the analysis of oligonucleotide tiling microarrays for transcript mapping

被引:72
作者
Royce, TE
Rozowsky, JS
Bertone, P
Samanta, M
Stolc, V
Weissman, S
Snyder, M
Gerstein, M [1 ]
机构
[1] Yale Univ, Dept Mol Biophys & Biochem, New Haven, CT 06520 USA
[2] Yale Univ, Program Computat Biol & Bioinformat, New Haven, CT 06520 USA
[3] Yale Univ, Dept Mol Cellular & Dev Biol, New Haven, CT 06520 USA
[4] Systemix Inc, Cupertino, CA 95014 USA
[5] NASA, Ames Res Ctr, Genome Res Facil, Moffett Field, CA 94035 USA
[6] Yale Univ, Dept Genet, New Haven, CT 06520 USA
[7] Yale Univ, Dept Comp Sci, New Haven, CT 06520 USA
关键词
D O I
10.1016/j.tig.2005.06.007
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Traditional microarrays use probes complementary to known genes to quantitate the differential gene expression between two or more conditions. Genomic tiling microarray experiments differ in that probes that span a genomic region at regular intervals are used to detect the presence or absence of transcription. This difference means the same sets of biases and the methods for addressing them are unlikely to be relevant to both types of experiment. We introduce the informatics challenges arising in the analysis of tiling microarray experiments as open problems to the scientific community and present initial approaches for the analysis of this nascent technology.
引用
收藏
页码:466 / 475
页数:10
相关论文
共 35 条
[21]   Microarray data normalization and transformation [J].
Quackenbush, J .
NATURE GENETICS, 2002, 32 (Suppl 4) :496-501
[22]   Identifying differentially expressed genes using false discovery rate controlling procedures [J].
Reiner, A ;
Yekutieli, D ;
Benjamini, Y .
BIOINFORMATICS, 2003, 19 (03) :368-375
[23]   The transcriptional activity of human Chromosome 22 [J].
Rinn, JL ;
Euskirchen, G ;
Bertone, P ;
Martone, R ;
Luscombe, NM ;
Hartman, S ;
Harrison, PM ;
Nelson, FK ;
Miller, P ;
Gerstein, M ;
Weissman, S ;
Snyder, M .
GENES & DEVELOPMENT, 2003, 17 (04) :529-540
[24]   A comprehensive transcript index of the human genome generated using microarrays and computational approaches [J].
Schadt, EE ;
Edwards, SW ;
GuhaThakurta, D ;
Holder, D ;
Ying, L ;
Svetnik, V ;
Leonardson, A ;
Hart, KW ;
Russell, A ;
Li, GY ;
Cavet, G ;
Castle, J ;
McDonagh, P ;
Kan, ZY ;
Chen, RH ;
Kasarskis, A ;
Margarint, M ;
Caceres, RM ;
Johnson, JM ;
Armour, CD ;
Garrett-Engele, PW ;
Tsinoremas, NF ;
Shoemaker, DD .
GENOME BIOLOGY, 2004, 5 (10)
[25]   RNA expression analysis using a 30 base pair resolution Escherichia coli genome array [J].
Selinger, DW ;
Cheung, KJ ;
Mei, R ;
Johansson, EM ;
Richmond, CS ;
Blattner, FR ;
Lockhart, DJ ;
Church, GM .
NATURE BIOTECHNOLOGY, 2000, 18 (12) :1262-1268
[26]   Experimental annotation of the human genome using microarray technology [J].
Shoemaker, DD ;
Schadt, EE ;
Armour, CD ;
He, YD ;
Garrett-Engele, P ;
McDonagh, PD ;
Loerch, PM ;
Leonardson, A ;
Lum, PY ;
Cavet, G ;
Wu, LF ;
Altschuler, SJ ;
Edwards, S ;
King, J ;
Tsang, JS ;
Schimmack, G ;
Schelter, JM ;
Koch, J ;
Ziman, M ;
Marton, MJ ;
Li, B ;
Cundiff, P ;
Ward, T ;
Castle, J ;
Krolewski, M ;
Meyer, MR ;
Mao, M ;
Burchard, J ;
Kidd, MJ ;
Dai, H ;
Phillips, JW ;
Linsley, PS ;
Stoughton, R ;
Scherer, S ;
Boguski, MS .
NATURE, 2001, 409 (6822) :922-+
[27]   Identification of transcribed sequences in Arabidopsis thaliana by using high-resolution genome tiling arrays [J].
Stolc, V ;
Samanta, MP ;
Tongprasit, W ;
Sethi, H ;
Liang, SD ;
Nelson, DC ;
Hegeman, A ;
Nelson, C ;
Rancour, D ;
Bednarek, S ;
Ulrich, EL ;
Zhao, Q ;
Wrobel, RL ;
Newman, CS ;
Fox, BG ;
Phillips, GN ;
Markley, JL ;
Sussman, MR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (12) :4453-4458
[28]   A gene expression map for the euchromatic genome of Drosophila melanogaster [J].
Stolc, V ;
Gauhar, Z ;
Mason, C ;
Halasz, G ;
van Batenburg, MF ;
Rifkin, SA ;
Hua, SJ ;
Herreman, T ;
Tongprasit, W ;
Barbano, PE ;
Bussemaker, HJ ;
White, KP .
SCIENCE, 2004, 306 (5696) :655-660
[29]   Transcriptome analysis of Escherichia coli using high-density oligonucleotide probe arrays [J].
Tjaden, B ;
Saxena, RM ;
Stolyar, S ;
Haynor, DR ;
Kolker, E ;
Rosenow, C .
NUCLEIC ACIDS RESEARCH, 2002, 30 (17) :3732-3738
[30]   Preprocessing of oligonucleotide array data [J].
Wu, ZJ ;
Irizarry, RA .
NATURE BIOTECHNOLOGY, 2004, 22 (06) :656-658