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Biological Integration of Spatial and Temporal Localization of genes in C. Elegans Cesar A. Hidalgo R. CCNR University of Notre Dame & CCSB, DFCI, Harvard University
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mRNA A brief review of genetics Gene Promoter Transcription Factor Polymerase Upstream Downstream Genes are not always on
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The Combination of Genes that are ON and OFF determines the phenotype
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Systems Biology RNAi MicroArray GFP-Localization PPI Genetic Interactions Regulatory Networks -How are these connected? -When are they expressed? (Condition) -When are they expressed? (Time) -Where are they expressed? -How do they turn on? (Regulatory Networks) How does the organism work…?
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Who is connected with whom..? Protein-Protein Interactions
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How do they turn on? Regulatory interactions…? (Positive) Gene1 Gene2 Polymerase
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How do they turn on? Regulatory interactions…? (Negative) Gene1 Gene2 Polymerase
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What happens when we remove one..? RNAi MicroArray GFP-Localization PPI Genetic Interactions Regulatory Networks Knock outs Gene1 Gene2 Gene3 Any difference….?
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What happens when we remove two..? Genetic Interactions..? Gene1Gene2 Gene3
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Under which conditions are they expressed? Microarray
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Where are they expressed? GFP Gene Promoter Transcription Factor Polymerase Upstream Downstream Gene Encoding GFP
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Where is the field at? Collecting data and developing methods..? PPI: Cite… Rual et. Al. Ito. El al. Uetz. et. Al. Steltz et. Al. RNAi: Microarray. S. Kim. et. Al. Coverage is still very low compared to what is expected to be out there….
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Where is it going..? PPI Co-Expression Localization
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The Localizome A high throughput way to determine spatio-temporal expression patterns in c. elegans.
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COPAS Biosort-Profiler Union Biometrica Fluorescence The Localizome (The Data) Profile Individuals
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Sort the Population The Localizome (The Data)
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L1 larvae Adults crm-1 TIME LENGTH The Localizome (The Data) Build Chronograms
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The Localizome (Validation) Validation (Tissue Specificity)
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The Localizome (Data Formating) Image Filtering (Pixelization and Linear Filtering) Before Filtering After Filtering
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The Localizome (Validation) Validation (Average Image) Average Expression | Annotation Average Expression | All Annotations
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The Localizome (Validation)
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The Localizome (Analysis) Correlation -PCC- PCC=0.03 PCC=0.88
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The Localizome (Analysis)
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P-Value Pharynx : 1.4x10 -5 Vulva Muscle: 3.1x10 -4 Annotations P-Value Embryo: 1.4x10 -2
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Validating Clusters
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What can we use this for…? Are these expressed in the same place and time…? Are all the interactions found with other methods veridical..?
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Protein-Protein Interactions are biological only in certain regions
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Regulatory Networks Promoter TF
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Pharynx The Big Picture EmbryoAdult
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Summary Reliable localization data can be produced in a high throughput with the profiler technology. This data can be used potentially to identify the sub-networks involved in different organs and in different developmental stages. So far we see that the overlap between interacting partners tends to be partial.
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Acknowledgments
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Alternative Metrics Overlap Between Significant Expression Areas
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Same Story Nerve Ring Pvalue = 3x10 -3
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When genes come to stage
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