Home LiteratureArticle Details
PMID: 12671682 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Monitoring global messenger RNA changes in externally controlled microarray experiments.

EMBO reports ·Vol. 4 ·No. 4 ·2003-04-00 ·Pages 387-93

van de Peppel J, Kemmeren P, van Bakel H, Radonjic M, van Leenen D, Holstege FC

Abstract

Expression profiling is a universal tool, with a range of applications that benefit from the accurate determination of differential gene expression. To allow normalization using endogenous transcript levels, current microarray analyses assume that relatively few transcripts vary, or that any changes that occur are balanced. When normalization using endogenous genes is carried out, changes in expression levels are calculated relative to the behaviour of most of the transcripts. This does not reflect absolute changes if global shifts in messenger RNA populations occur. Using external RNA controls, we have set up microarray experiments to monitor global changes. The levels of most mRNAs were found to change during yeast stationary phase and human heat shock when external controls were included. Even small global changes had a significant effect on the number of genes reported as being differentially expressed. This suggests that global mRNA changes occur more frequently than is assumed at present, and shows that monitoring such effects may be important for the accurate determination of changes in gene expression.

MeSH Terms
Bacillus subtilis/genetics Breast Neoplasms Cells, Cultured Culture Media, Serum-Free Endothelium, Vascular/physiology Female Gene Expression Regulation Genes, Bacterial Humans Models, Genetic Oligonucleotide Array Sequence Analysis/methods RNA, Messenger/genetics Saccharomyces cerevisiae/genetics Tumor Cells, Cultured Umbilical Veins
Chemicals
Culture Media, Serum-Free RNA, Messenger
Authors & Affiliations
6 authors, click to expand affiliations / ORCID
van de Peppel Jeroen
Genomics Laboratory, Department of Physiological Chemistry, University Medical Centre Utrecht, Postbus, Utrecht, The Netherlands.
Kemmeren Patrick
van Bakel Harm
Radonjic Marijana
van Leenen Dik
Holstege Frank C P
References (19)
19 references, click to expand
  1. Design and implementation of microarray gene expression markup language (MAGE-ML).
    Genome Biol. 2002 Aug 23;3(9):RESEARCH0046 PMID: 12225585
  2. Design issues for cDNA microarray experiments.
    Nat Rev Genet. 2002 Aug;3(8):579-88 PMID: 12154381
  3. A common reference for cDNA microarray hybridizations.
    Nucleic Acids Res. 2002 Nov 1;30(21):e116 PMID: 12409475
  4. Culture of human endothelial cells derived from umbilical veins. Identification by morphologic and immunologic criteria.
    J Clin Invest. 1973 Nov;52(11):2745-56 PMID: 4355998
  5. mRNA translation in yeast during entry into stationary phase.
    Mol Gen Genet. 1998 Aug;259(3):282-93 PMID: 9749671
  6. Dissecting the regulatory circuitry of a eukaryotic genome.
    Cell. 1998 Nov 25;95(5):717-28 PMID: 9845373
  7. Exploring the new world of the genome with DNA microarrays.
    Nat Genet. 1999 Jan;21(1 Suppl):33-7 PMID: 9915498
  8. Biomedical discovery with DNA arrays.
    Cell. 2000 Jul 7;102(1):9-15 PMID: 10929708
  9. Statistical design and the analysis of gene expression microarray data.
    Genet Res. 2001 Apr;77(2):123-8 PMID: 11355567
  10. Computational analysis of microarray data.
    Nat Rev Genet. 2001 Jun;2(6):418-27 PMID: 11389458
  11. Issues in cDNA microarray analysis: quality filtering, channel normalization, models of variations and assessment of gene effects.
    Nucleic Acids Res. 2001 Jun 15;29(12):2549-57 PMID: 11410663
  12. A new approach to decoding life: systems biology.
    Annu Rev Genomics Hum Genet. 2001;2:343-72 PMID: 11701654
  13. Minimum information about a microarray experiment (MIAME)-toward standards for microarray data.
    Nat Genet. 2001 Dec;29(4):365-71 PMID: 11726920
  14. Control genes and variability: absence of ubiquitous reference transcripts in diverse mammalian expression studies.
    Genome Res. 2002 Feb;12(2):292-7 PMID: 11827948
  15. Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation.
    Nucleic Acids Res. 2002 Feb 15;30(4):e15 PMID: 11842121
  16. Precision and functional specificity in mRNA decay.
    Proc Natl Acad Sci U S A. 2002 Apr 30;99(9):5860-5 PMID: 11972065
  17. Measuring absolute expression with microarrays with a calibrated reference sample and an extended signal intensity range.
    Proc Natl Acad Sci U S A. 2002 May 28;99(11):7554-9 PMID: 12032321
  18. Ranking: a closer look on globalisation methods for normalisation of gene expression arrays.
    Nucleic Acids Res. 2002 Jun 1;30(11):e50 PMID: 12034851
  19. Genomic DNA standards for gene expression profiling in Mycobacterium tuberculosis.
    Nucleic Acids Res. 2002 Oct 15;30(20):e104 PMID: 12384606
Article Info
Journal
EMBO reports
Abbr.
EMBO Rep
ISSN
1469-221X
Published
2003-04-00
Pages
387-93
Language
English
Region
England
NLM ID
100963049
PMCID
PMC1319154
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com