Spotted long oligonucleotide arrays for human gene expression analysis

被引:128
作者
Barczak, A
Rodriguez, MW
Hanspers, K
Koth, LL
Tai, YC
Bolstad, BM
Speed, TP
Erle, DJ [1 ]
机构
[1] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[2] Gladstone Inst Cardiovasc Dis, San Francisco, CA 94141 USA
[3] Univ Calif Berkeley, Grp Biostat, Berkeley, CA 94720 USA
[4] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[5] Walter & Eliza Hall Inst Med Res, Div Genet & Bioinformat, Parkville, Vic 3050, Australia
关键词
D O I
10.1101/gr.1048803
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
DNA microarrays produced by deposition (or 'spotting') of a single long oligonucleotide probe for each gene may be an attractive alternative to other types of arrays. We produced spotted oligonucleotide arrays using two large collections of similar to70-mer probes, and used these arrays to analyze gene expression in two dissimilar human RNA samples. These samples were also analyzed using arrays produced by in situ synthesis of sets of multiple short (25-mer) oligonucleotides for each gene (Affymetrix GeneChips). We compared expression measurements for 7344 genes that were represented in both long oligonucleotide probe collections and the in situ-synthesized 25-mer arrays. We found strong correlations (r = 0.8-0.9) between relative gene expression measurements made with spotted long oligonucleotide probes and in situ-synthesized 25-mer probe sets. Spotted long oligonucleotide arrays were suitable for use with both unamplified cDNA and amplified RNA targets, and are a cost-effective alternative for many functional genomics applications. Most previously reported evaluations of microarray technologies have focused on expression measurements made on a relatively small number of genes. The approach described here involves far more gene expression measurements and provides a useful method for comparing existing and emerging techniques for genome-scale expression analysis.
引用
收藏
页码:1775 / 1785
页数:11
相关论文
共 19 条
  • [1] A comparison of normalization methods for high density oligonucleotide array data based on variance and bias
    Bolstad, BM
    Irizarry, RA
    Åstrand, M
    Speed, TP
    [J]. BIOINFORMATICS, 2003, 19 (02) : 185 - 193
  • [2] Exploring the metabolic and genetic control of gene expression on a genomic scale
    DeRisi, JL
    Iyer, VR
    Brown, PO
    [J]. SCIENCE, 1997, 278 (5338) : 680 - 686
  • [3] ANALYSIS OF GENE-EXPRESSION IN SINGLE LIVE NEURONS
    EBERWINE, J
    YEH, H
    MIYASHIRO, K
    CAO, YX
    NAIR, S
    FINNELL, R
    ZETTEL, M
    COLEMAN, P
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (07) : 3010 - 3014
  • [4] Expression profiling using microarrays fabricated by an ink-jet oligonucleotide synthesizer
    Hughes, TR
    Mao, M
    Jones, AR
    Burchard, J
    Marton, MJ
    Shannon, KW
    Lefkowitz, SM
    Ziman, M
    Schelter, JM
    Meyer, MR
    Kobayashi, S
    Davis, C
    Dai, HY
    He, YDD
    Stephaniants, SB
    Cavet, G
    Walker, WL
    West, A
    Coffey, E
    Shoemaker, DD
    Stoughton, R
    Blanchard, AP
    Friend, SH
    Linsley, PS
    [J]. NATURE BIOTECHNOLOGY, 2001, 19 (04) : 342 - 347
  • [5] Ihaka R., 1996, J COMPUTATIONAL GRAP, V5, P299, DOI [DOI 10.1080/10618600.1996.10474713, 10.1080/10618600.1996.10474713, 10.2307/1390807]
  • [6] IZIZARRY RA, 2003, NUCLEIC ACIDS RES, V31, pE15
  • [7] IZIZARRY RA, 2003, IN PRESS BIOSTATISTI
  • [8] Assessment of the sensitivity and specificity of oligonucleotide (50mer) microarrays
    Kane, MD
    Jatkoe, TA
    Stumpf, CR
    Lu, J
    Thomas, JD
    Madore, SJ
    [J]. NUCLEIC ACIDS RESEARCH, 2000, 28 (22) : 4552 - 4557
  • [9] Microarray results: how accurate are they?
    Kothapalli, R
    Yoder, SJ
    Mane, S
    Loughran, TP
    [J]. BMC BIOINFORMATICS, 2002, 3 (1)
  • [10] Analysis of matched mRNA measurements from two different microarray technologies
    Kuo, WP
    Jenssen, TK
    Butte, AJ
    Ohno-Machado, L
    Kohane, IS
    [J]. BIOINFORMATICS, 2002, 18 (03) : 405 - 412