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Reconstructing Transcription Network in S.cerevisiae WANG Chao Oct. 4, 2004
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Wei Wang, J. Michael Cherry, et al, A systematic approach to reconstructing transcription networks in Saccharomyces cerevisiae, (2002) Proc. Natl. Acad. Sci, Vol.99 16893-16898
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Summary of Work Reconstructing transcription modules Identifying conditions/perturbations under which a particular transcription module is activated/deactivated
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Information source from 1.Regulatory sequences 2.Genome-wide mRNA expression data 3.Functional annotation
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Step One: Identification of transcription modules A.Identification of the conserved core of the DNA regulatory motif(s) by using the RE- DUCER algorithm B.Identification of all of the genes likely to be directly regulated by this TF by using an expression-weighted profile method
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The expression-weighted profile method
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Step Two: Determination of which transcription modules are activated (or deactivated) under particular experimental conditions
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TFPE: transcription factor perturbation experiments X value: weights genes according to both the expression ratio and the frequency of occurrences of a specific motif P value of the Pearson correlation coefficient
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Step Three: Inference of interactions between coactivated transcription modules by identifying genes shared by coactivated modules and other annotation information
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The End
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