Literature DB >> 10773095

Normalization strategies for cDNA microarrays.

J Schuchhardt1, D Beule, A Malik, E Wolski, H Eickhoff, H Lehrach, H Herzel.   

Abstract

Multiple Arabidopsis thaliana clones from an experimental series of cDNA microarrays are evaluated in order to identify essential sources of noise in the spotting and hybridization process. Theoretical and experimental strategies for an improved quantitative evaluation of cDNA microarrays are proposed and tested on a series of differently diluted control clones. Several sources of noise are identified from the data. Systematic and stochastic fluctuations in the spotting process are reduced by control spots and statistical techniques. The reliability of slide to slide comparison is critically assessed within the statistical framework of pattern matching and classification.

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Year:  2000        PMID: 10773095      PMCID: PMC105386          DOI: 10.1093/nar/28.10.e47

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  15 in total

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3.  Informatic selection of a neural crest-melanocyte cDNA set for microarray analysis.

Authors:  S K Loftus; Y Chen; G Gooden; J F Ryan; G Birznieks; M Hilliard; A D Baxevanis; M Bittner; P Meltzer; J Trent; W Pavan
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Review 4.  DNA chips: promising toys have become powerful tools.

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Review 5.  Hybridization analyses of arrayed cDNA libraries.

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6.  Novel gene transcripts preferentially expressed in human muscles revealed by quantitative hybridization of a high density cDNA array.

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7.  Computational aspects of expression data.

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8.  Exploring the metabolic and genetic control of gene expression on a genomic scale.

Authors:  J L DeRisi; V R Iyer; P O Brown
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9.  The significance of digital gene expression profiles.

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10.  Genome-wide expression profiling in Escherichia coli K-12.

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Journal:  Nucleic Acids Res       Date:  1999-10-01       Impact factor: 16.971

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  60 in total

1.  Statistical evaluation of differential expression on cDNA nylon arrays with replicated experiments.

Authors:  R Herwig; P Aanstad; M Clark; H Lehrach
Journal:  Nucleic Acids Res       Date:  2001-12-01       Impact factor: 16.971

Review 2.  Microarray data quality analysis: lessons from the AFGC project. Arabidopsis Functional Genomics Consortium.

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Journal:  Plant Mol Biol       Date:  2002-01       Impact factor: 4.076

3.  Image metrics in the statistical analysis of DNA microarray data.

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4.  Ranking: a closer look on globalisation methods for normalisation of gene expression arrays.

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Journal:  Nucleic Acids Res       Date:  2002-06-01       Impact factor: 16.971

5.  Tissue gene expression analysis using arrayed normalized cDNA libraries.

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Journal:  Genome Res       Date:  2000-08       Impact factor: 9.043

6.  Analysis of microarray data using Z score transformation.

Authors:  Chris Cheadle; Marquis P Vawter; William J Freed; Kevin G Becker
Journal:  J Mol Diagn       Date:  2003-05       Impact factor: 5.568

7.  Genomic DNA standards for gene expression profiling in Mycobacterium tuberculosis.

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8.  Improving DNA array data quality by minimising 'neighbourhood' effects.

Authors:  Andreas W Machl; Christoph Schaab; Igor Ivanov
Journal:  Nucleic Acids Res       Date:  2002-11-15       Impact factor: 16.971

9.  Microarray optimizations: increasing spot accuracy and automated identification of true microarray signals.

Authors:  Peter H Tran; Daniel A Peiffer; Yongchol Shin; Lauren M Meek; James P Brody; Ken W Y Cho
Journal:  Nucleic Acids Res       Date:  2002-06-15       Impact factor: 16.971

10.  Analysis of repeatability in spotted cDNA microarrays.

Authors:  Tor-Kristian Jenssen; Mette Langaas; Winston P Kuo; Birgitte Smith-Sørensen; Ola Myklebost; Eivind Hovig
Journal:  Nucleic Acids Res       Date:  2002-07-15       Impact factor: 16.971

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