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Diverse patterns, similar mechanism

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Presentation on theme: "Diverse patterns, similar mechanism"— Presentation transcript:

1 Diverse patterns, similar mechanism
wt cic- zen tll hkb Jimenez G. et al. 2000 wt tor+ oc Gao Q. and Finkelstein R, 1998 There is an enrichment of cic binding sites in the known enhancers for this set of genes

2 Operations are used to construct more complex patterns
Combinatorial representation of spatial expression patterns Data mining: Identifying primitives Primitives reflect inductive signals Shvartsman et al. 2008 Operations are used to construct more complex patterns Input: primitives The geometric models provide a framework to connect inductive signals to gene regulation

3 Integration of ChIP data for regulatory module prediction
Anterior-Posterior Dorsal-Ventral False positive CRM predictions Berman 2004 AP negatives Ochoa-Espinosa 2005 DV negatives Markstein 2004 Classic experiments and binding site clustering models have provided ~100 cis regulatory modules (CRMs) for the early embryonic patterning. ChIP experiments, with chromatin marks and evolutionary signatures, can be used to predict additional CRMs

4 Statistics on TFs compared to all genes
Embryonic spatial profiling of all transcription factors w/ Sue Celniker BDGP TF counts 569 TF annotated (78% of 731 total) 511 are expressed 370 show tissue/organ expression Statistics on TFs compared to all genes Comparison of fraction of genes expressed at a stage Comparison # of stage expressed per gene TFsstage / TFsembryo Genesstage / Genesembryo Fold enrichment (log2) Fold enrichment (log2) Developmental stage range Number of stages expressed

5 Organ system TF enrichments
Time Time -2.5 2.5 Time Log2(enrichment) TFstissue / Genestissue TFsembryo / Genesembryo


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