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PMID: 15710687 Published · ppublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't

Benchmarking the CATMA microarray. A novel tool for Arabidopsis transcriptome analysis.

Plant physiology ·Vol. 137 ·No. 2 ·2005-02-00 ·Pages 588-601

Allemeersch J, Durinck S, Vanderhaeghen R, Alard P, Maes R, Seeuws K, Bogaert T, Coddens K, Deschouwer K, Van Hummelen P, Vuylsteke M, Moreau Y, Kwekkeboom J, Wijfjes AH, May S, Beynon J, Hilson P, Kuiper MT

Abstract

Transcript profiling is crucial to study biological systems, and various platforms have been implemented to survey mRNAs at the genome scale. We have assessed the performance of the CATMA microarray designed for Arabidopsis (Arabidopsis thaliana) transcriptome analysis and compared it with the Agilent and Affymetrix commercial platforms. The CATMA array consists of gene-specific sequence tags of 150 to 500 bp, the Agilent (Arabidopsis 2) array of 60mer oligonucleotides, and the Affymetrix gene chip (ATH1) of 25mer oligonucleotide sets. We have matched each probe repertoire with the Arabidopsis genome annotation (The Institute for Genomic Research release 5.0) and determined the correspondence between them. Array performance was analyzed by hybridization with labeled targets derived from eight RNA samples made of shoot total RNA spiked with a calibrated series of 14 control transcripts. CATMA arrays showed the largest dynamic range extending over three to four logs. Agilent and Affymetrix arrays displayed a narrower range, presumably because signal saturation occurred for transcripts at concentrations beyond 1,000 copies per cell. Sensitivity was comparable for all three platforms. For Affymetrix GeneChip data, the RMA software package outperformed Microarray Suite 5.0 for all investigated criteria, confirming that the information provided by the mismatch oligonucleotides has no added value. In addition, taking advantage of replicates in our dataset, we conducted a robust statistical analysis of the platform propensity to yield false positive and false negative differentially expressed genes, and all gave satisfactory results. The results establish the CATMA array as a mature alternative to the Affymetrix and Agilent platforms.

MeSH Terms
Arabidopsis/genetics False Negative Reactions False Positive Reactions Gene Expression Oligonucleotide Array Sequence Analysis/methods RNA, Messenger RNA, Plant/genetics Reproducibility of Results Sensitivity and Specificity
Chemicals
RNA, Messenger RNA, Plant
Authors & Affiliations
18 authors, click to expand affiliations / ORCID
Allemeersch Joke
Department of Electrical Engineering , Faculty of Engineering, Katholieke Universiteit Leuven, B-3001 Heverlee, Belgium.
Durinck Steffen
Vanderhaeghen Rudy
Alard Philippe
Maes Ruth
Seeuws Kurt
Bogaert Tom
Coddens Kathleen
Deschouwer Kirsten
Van Hummelen Paul
Vuylsteke Marnik
Moreau Yves
Kwekkeboom Jeroen
Wijfjes André H M
May Sean
Beynon Jim
Hilson Pierre
Kuiper Martin T R
References (30)
30 references, click to expand
  1. Growth stage-based phenotypic analysis of Arabidopsis: a model for high throughput functional genomics in plants.
    Plant Cell. 2001 Jul;13(7):1499-510 PMID: 11449047
  2. Development and evaluation of an Arabidopsis whole genome Affymetrix probe array.
    Plant J. 2004 May;38(3):545-61 PMID: 15086809
  3. Comparison and meta-analysis of microarray data: from the bench to the computer desk.
    Trends Genet. 2003 Oct;19(10):570-7 PMID: 14550631
  4. Genome-wide analysis of Arabidopsis pentatricopeptide repeat proteins reveals their essential role in organelle biogenesis.
    Plant Cell. 2004 Aug;16(8):2089-103 PMID: 15269332
  5. Functional discovery via a compendium of expression profiles.
    Cell. 2000 Jul 7;102(1):109-26 PMID: 10929718
  6. Meta-analysis of microarrays: interstudy validation of gene expression profiles reveals pathway dysregulation in prostate cancer.
    Cancer Res. 2002 Aug 1;62(15):4427-33 PMID: 12154050
  7. Versatile gene-specific sequence tags for Arabidopsis functional genomics: transcript profiling and reverse genetics applications.
    Genome Res. 2004 Oct;14(10B):2176-89 PMID: 15489341
  8. Extending the utility of gene profiling data by bridging microarray platforms.
    Proc Natl Acad Sci U S A. 2003 Sep 16;100(19):10585-7 PMID: 12963810
  9. Development of a system for the inference of large scale genetic networks.
    Pac Symp Biocomput. 2001;:446-58 PMID: 11262963
  10. Comparing cDNA and oligonucleotide array data: concordance of gene expression across platforms for the NCI-60 cancer cells.
    Genome Biol. 2003;4(12):R82 PMID: 14659019
  11. European consortia building integrated resources for Arabidopsis functional genomics.
    Curr Opin Plant Biol. 2003 Oct;6(5):426-9 PMID: 12972042
  12. Statistical significance for genomewide studies.
    Proc Natl Acad Sci U S A. 2003 Aug 5;100(16):9440-5 PMID: 12883005
  13. Bioconductor: open software development for computational biology and bioinformatics.
    Genome Biol. 2004;5(10):R80 PMID: 15461798
  14. Spotted long oligonucleotide arrays for human gene expression analysis.
    Genome Res. 2003 Jul;13(7):1775-85 PMID: 12805270
  15. Functional annotation of the Arabidopsis genome using controlled vocabularies.
    Plant Physiol. 2004 Jun;135(2):745-55 PMID: 15173566
  16. NASCArrays: a repository for microarray data generated by NASC's transcriptomics service.
    Nucleic Acids Res. 2004 Jan 1;32(Database issue):D575-7 PMID: 14681484
  17. Reproducibility of gene expression across generations of Affymetrix microarrays.
    BMC Bioinformatics. 2003 Jun 25;4:27 PMID: 12823866
  18. Linear models and empirical bayes methods for assessing differential expression in microarray experiments.
    Stat Appl Genet Mol Biol. 2004;3:Article3 PMID: 16646809
  19. Automatic design of gene-specific sequence tags for genome-wide functional studies.
    Bioinformatics. 2003 Nov 22;19(17):2191-8 PMID: 14630647
  20. Genetic network inference: from co-expression clustering to reverse engineering.
    Bioinformatics. 2000 Aug;16(8):707-26 PMID: 11099257
  21. Transcriptional regulatory networks in Saccharomyces cerevisiae.
    Science. 2002 Oct 25;298(5594):799-804 PMID: 12399584
  22. RNA amplification results in reproducible microarray data with slight ratio bias.
    Biotechniques. 2002 Jun;32(6):1330-4, 1336, 1338, 1340 PMID: 12074164
  23. Genomics. Microarrays--guilt by association.
    Science. 2003 Oct 10;302(5643):240-1 PMID: 14551426
  24. CATMA: a complete Arabidopsis GST database.
    Nucleic Acids Res. 2003 Jan 1;31(1):156-8 PMID: 12519971
  25. Analysis of the genome sequence of the flowering plant Arabidopsis thaliana.
    Nature. 2000 Dec 14;408(6814):796-815 PMID: 11130711
  26. Assessment of the relationship between signal intensities and transcript concentration for Affymetrix GeneChip arrays.
    Genome Biol. 2002;3(1):RESEARCH0005 PMID: 11806828
  27. Analysis of matched mRNA measurements from two different microarray technologies.
    Bioinformatics. 2002 Mar;18(3):405-12 PMID: 11934739
  28. Evaluation of gene expression measurements from commercial microarray platforms.
    Nucleic Acids Res. 2003 Oct 1;31(19):5676-84 PMID: 14500831
  29. Accuracy and calibration of commercial oligonucleotide and custom cDNA microarrays.
    Nucleic Acids Res. 2002 May 15;30(10):e48 PMID: 12000853
  30. Exploration, normalization, and summaries of high density oligonucleotide array probe level data.
    Biostatistics. 2003 Apr;4(2):249-64 PMID: 12925520
Article Info
Journal
Plant physiology
Abbr.
Plant Physiol
ISSN
0032-0889
Published
2005-02-00
Pages
588-601
Language
English
Region
United States
NLM ID
0401224
PMCID
PMC1065359
Subset
IM
Grants
Biotechnology and Biological Sciences Research Council · BBS/B/1356X · United Kingdom
Biotechnology and Biological Sciences Research Council · E18642 · United Kingdom
Biotechnology and Biological Sciences Research Council · G17764 · United Kingdom
Biotechnology and Biological Sciences Research Council · G18881 · United Kingdom
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