Nucleic Acids Research, 2003, Vol. 31, No. 4 e15
© 2003 Oxford University Press
Summaries of Affymetrix GeneChip probe level data
Department of Biostatistics, Johns Hopkins University, Baltimore, MD 21205, USA, 1 Biostatistics Group, University of California, Berkeley, CA, USA, 2 Gene Logic Inc., Berkeley, CA, USA, 3 Mathematical Sciences Department, Johns Hopkins University, Baltimore, MD, USA, 4 Division of Genetics and Bioinformatics, WEHI, Melbourne, Australia and 5 Department of Statistics, University of California, Berkeley, CA, USA
*To whom correspondence should be addressed. Tel: +1 410 614 5157; Fax: +1 410 955 0958; Email: rafa{at}jhu.edu
High density oligonucleotide array technology is widely used in many areas of biomedical research for quantitative and highly parallel measurements of gene expression. Affymetrix GeneChip arrays are the most popular. In this technology each gene is typically represented by a set of 1120 pairs of probes. In order to obtain expression measures it is necessary to summarize the probe level data. Using two extensive spike-in studies and a dilution study, we developed a set of tools for assessing the effectiveness of expression measures. We found that the performance of the current version of the default expression measure provided by Affymetrix Microarray Suite can be significantly improved by the use of probe level summaries derived from empirically motivated statistical models. In particular, improvements in the ability to detect differentially expressed genes are demonstrated.
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E. S. Roberts, R. S. Thomas, and D. C. Dorman Gene Expression Changes Following Acute Hydrogen Sulfide (H2S)-induced Nasal Respiratory Epithelial Injury Toxicol Pathol, June 1, 2008; 36(4): 560 - 567. [Abstract] [Full Text] [PDF] |
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K. T.-B. G. Schjoldager, H. R. Maltesen, S. Balmer, L. R. Lund, M. H. Claesson, H. Sjostrom, J. T. Troelsen, and J. Olsen Cellular cross talk in the small intestinal mucosa: postnatal lymphocytic immigration elicits a specific epithelial transcriptional response Am J Physiol Gastrointest Liver Physiol, June 1, 2008; 294(6): G1335 - G1343. [Abstract] [Full Text] [PDF] |
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S. Mintz-Oron, T. Mandel, I. Rogachev, L. Feldberg, O. Lotan, M. Yativ, Z. Wang, R. Jetter, I. Venger, A. Adato, et al. Gene Expression and Metabolism in Tomato Fruit Surface Tissues Plant Physiology, June 1, 2008; 147(2): 823 - 851. [Abstract] [Full Text] [PDF] |
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C. Langer, M. D. Radmacher, A. S. Ruppert, S. P. Whitman, P. Paschka, K. Mrozek, C. D. Baldus, T. Vukosavljevic, C.-G. Liu, M. E. Ross, et al. High BAALC expression associates with other molecular prognostic markers, poor outcome, and a distinct gene-expression signature in cytogenetically normal patients younger than 60 years with acute myeloid leukemia: a Cancer and Leukemia Group B (CALGB) study Blood, June 1, 2008; 111(11): 5371 - 5379. [Abstract] [Full Text] [PDF] |
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A. S. Chen-Plotkin, F. Geser, J. B. Plotkin, C. M. Clark, L. K. Kwong, W. Yuan, M. Grossman, V. M. Van Deerlin, J. Q. Trojanowski, and V. M.-Y. Lee Variations in the progranulin gene affect global gene expression in frontotemporal lobar degeneration Hum. Mol. Genet., May 15, 2008; 17(10): 1349 - 1362. [Abstract] [Full Text] [PDF] |
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A. Garcia, M. M. Ihrig, R. C. Fry, Y. Feng, S. Xu, S. R. Boutin, A. B. Rogers, S. Muthupalani, L. D. Samson, and J. G. Fox Genetic Susceptibility to Chronic Hepatitis Is Inherited Codominantly in Helicobacter hepaticus-Infected AB6F1 and B6AF1 Hybrid Male Mice, and Progression to Hepatocellular Carcinoma Is Linked to Hepatic Expression of Lipogenic Genes and Immune Function-Associated Networks Infect. Immun., May 1, 2008; 76(5): 1866 - 1876. [Abstract] [Full Text] [PDF] |
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G. E. Chalkley, Y. M. Moshkin, K. Langenberg, K. Bezstarosti, A. Blastyak, H. Gyurkovics, J. A. A. Demmers, and C. P. Verrijzer The Transcriptional Coactivator SAYP Is a Trithorax Group Signature Subunit of the PBAP Chromatin Remodeling Complex Mol. Cell. Biol., May 1, 2008; 28(9): 2920 - 2929. [Abstract] [Full Text] [PDF] |
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A. Pierce, R. D. Unwin, C. A. Evans, S. Griffiths, L. Carney, L. Zhang, E. Jaworska, C.-F. Lee, D. Blinco, M. J. Okoniewski, et al. Eight-channel iTRAQ Enables Comparison of the Activity of Six Leukemogenic Tyrosine Kinases Mol. Cell. Proteomics, May 1, 2008; 7(5): 853 - 863. [Abstract] [Full Text] [PDF] |
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A. Pachot, M.-A. Cazalis, F. Venet, F. Turrel, C. Faudot, N. Voirin, J. Diasparra, N. Bourgoin, F. Poitevin, B. Mougin, et al. Decreased Expression of the Fractalkine Receptor CX3CR1 on Circulating Monocytes as New Feature of Sepsis-Induced Immunosuppression J. Immunol., May 1, 2008; 180(9): 6421 - 6429. [Abstract] [Full Text] [PDF] |
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A. A. Shabalin, H. Tjelmeland, C. Fan, C. M. Perou, and A. B. Nobel Merging two gene-expression studies via cross-platform normalization Bioinformatics, May 1, 2008; 24(9): 1154 - 1160. [Abstract] [Full Text] [PDF] |
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K. Horan, C. Jang, J. Bailey-Serres, R. Mittler, C. Shelton, J. F. Harper, J.-K. Zhu, J. C. Cushman, M. Gollery, and T. Girke Annotating Genes of Known and Unknown Function by Large-Scale Coexpression Analysis Plant Physiology, May 1, 2008; 147(1): 41 - 57. [Abstract] [Full Text] [PDF] |
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G. Stoecklin, S. A. Tenenbaum, T. Mayo, S. V. Chittur, A. D. George, T. E. Baroni, P. J. Blackshear, and P. Anderson Genome-wide Analysis Identifies Interleukin-10 mRNA as Target of Tristetraprolin J. Biol. Chem., April 25, 2008; 283(17): 11689 - 11699. [Abstract] [Full Text] [PDF] |
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J. Xu and X. Cui Robustified MANOVA with applications in detecting differentially expressed genes from oligonucleotide arrays Bioinformatics, April 15, 2008; 24(8): 1056 - 1062. [Abstract] [Full Text] [PDF] |
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H. Koltai and C. Weingarten-Baror Specificity of DNA microarray hybridization: characterization, effectors and approaches for data correction Nucleic Acids Res., April 1, 2008; 36(7): 2395 - 2405. [Abstract] [Full Text] [PDF] |
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B. E. Bachmeier, I. V. Mohrenz, V. Mirisola, E. Schleicher, F. Romeo, C. Hohneke, M. Jochum, A. G. Nerlich, and U. Pfeffer Curcumin downregulates the inflammatory cytokines CXCL1 and -2 in breast cancer cells via NF{kappa}B Carcinogenesis, April 1, 2008; 29(4): 779 - 789. [Abstract] [Full Text] [PDF] |
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J. B. Silkworth, E. A. Carlson, C. McCulloch, K. Illouz, S. Goodwin, and T. R. Sutter Toxicogenomic Analysis of Gender, Chemical, and Dose Effects in Livers of TCDD- or Aroclor 1254-Exposed Rats Using a Multifactor Linear Model Toxicol. Sci., April 1, 2008; 102(2): 291 - 309. [Abstract] [Full Text] [PDF] |
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J. F. Alcorn, A. S. Guala, J. van der Velden, B. McElhinney, C. G. Irvin, R. J. Davis, and Y. M. W. Janssen-Heininger Jun N-terminal kinase 1 regulates epithelial-to-mesenchymal transition induced by TGF-{beta}1 J. Cell Sci., April 1, 2008; 121(7): 1036 - 1045. [Abstract] [Full Text] [PDF] |
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