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Bioinformatics. 2007 May 15;23(10):1235-42. Epub 2007 Mar 23.

Using DNA microarrays to study gene expression in closely related species.

Author information

  • 1Walter and Eliza Hall Institute of Medical Research, Parkville, Vic 3050, Australia. oshlack@wehi.edu.au

Abstract

MOTIVATION:

Comparisons of gene expression levels within and between species have become a central tool in the study of the genetic basis for phenotypic variation, as well as in the study of the evolution of gene regulation. DNA microarrays are a key technology that enables these studies. Currently, however, microarrays are only available for a small number of species. Thus, in order to study gene expression levels in species for which microarrays are not available, researchers face three sets of choices: (i) use a microarray designed for another species, but only compare gene expression levels within species, (ii) construct a new microarray for every species whose gene expression profiles will be compared or (iii) build a multi-species microarray with probes from each species of interest. Here, we use data collected using a multi-primate cDNA array to evaluate the reliability of each approach.

RESULTS:

We find that, for inter-species comparisons, estimates of expression differences based on multi-species microarrays are more accurate than those based on multiple species-specific arrays. We also demonstrate that within-species expression differences can be estimated using a microarray for a closely related species, without discernible loss of information.

SUPPLEMENTARY INFORMATION:

Supplementary data are available at Bioinformatics online.

PMID:
17384014
[PubMed - indexed for MEDLINE]
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