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PMID: 12384606 Published · ppublish English Comparative Study Evaluation Study Journal Article Research Support, U.S. Gov't, Non-P.H.S. Research Support, U.S. Gov't, P.H.S.

Genomic DNA standards for gene expression profiling in Mycobacterium tuberculosis.

Nucleic acids research ·Vol. 30 ·No. 20 ·2002-10-15 ·Pages e104

Talaat AM, Howard ST, Hale W, Lyons R, Garner H, Johnston SA

Abstract

A fundamental problem in DNA microarray analysis is the lack of a common standard to compare the expression levels of different samples. Several normalization protocols have been proposed to overcome variables inherent in this technology. As yet, there are no satisfactory methods to exchange gene expression data among different research groups or to compare gene expression values under different stimulus-response profiles. We have tested a normalization procedure based on comparing gene expression levels to the signals generated from hybridizing genomic DNA (genomic normalization). This procedure was applied to DNA microarrays of Mycobacterium tuberculosis using RNA extracted from cultures growing to the logarithmic and stationary phases. The applied normalization procedure generated reproducible measurements of expression level for 98% of the putative mycobacterial ORFs, among which 5.2% were significantly changed comparing the logarithmic to stationary growth phase. Additionally, analysis of expression levels of a subset of genes by real time PCR technology revealed an agreement in expression of 90% of the examined genes when genomic DNA normalization was applied instead of 29-68% agreement when RNA normalization was used to measure the expression levels in the same set of RNA samples. Further examination of microarray expression levels displayed clusters of genes differentially expressed between the logarithmic, early stationary and late stationary growth phases. We conclude that genomic DNA standards offer advantages over conventional RNA normalization procedures and can be adapted for the investigation of microbial genomes.

MeSH Terms
DNA, Bacterial/analysis Gene Expression Profiling/methods,standards Genome, Bacterial Mycobacterium tuberculosis/genetics,growth & development,metabolism Oligonucleotide Array Sequence Analysis/methods,standards Polymerase Chain Reaction RNA, Bacterial/analysis Reference Standards Reproducibility of Results
Chemicals
DNA, Bacterial RNA, Bacterial
Authors & Affiliations
6 authors, click to expand affiliations / ORCID
Talaat Adel M
Center for Biomedical Inventions and Department of Medicine, University of Texas-Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390-8573, USA.
Howard Susan T
Hale Walker
Lyons Rick
Garner Harold
Johnston Stephen Albert
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Article Info
Journal
Nucleic acids research
Abbr.
Nucleic Acids Res
ISSN
1362-4962
Published
2002-10-15
Pages
e104
Language
English
Region
England
NLM ID
0411011
PMCID
PMC137148
Subset
IM
Grants
NHLBI NIH HHS · U01 HL066880 · United States
NHLBI NIH HHS · U01 HL66880 · United States
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