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Nucleic Acids Res. 2002 Jul 15;30(14):3235-44.

Analysis of repeatability in spotted cDNA microarrays.

Author information

  • 1Department of Computer and Information Science, Norwegian University of Science and Technology, NO-7491 Trondheim, Norway. tkj@idi.ntnu.no

Abstract

We report a strategy for analysis of data quality in cDNA microarrays based on the repeatability of repeatedly spotted clones. We describe how repeatability can be used to control data quality by developing adaptive filtering criteria for microarray data containing clones spotted in multiple spots. We have applied the method on five publicly available cDNA microarray data sets and one previously unpublished data set from our own laboratory. The results demonstrate the feasibility of the approach as a foundation for data filtering, and indicate a high degree of variation in data quality, both across the data sets and between arrays within data sets.

PMID:
12136105
[PubMed - indexed for MEDLINE]
PMCID:
PMC135761
Free PMC Article

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