Post on 30-Jan-2016
description
Introduction to DNA Microarrays: Functional Mining
of Array Patterns
Michael F. Miles, M.D., Ph.D.
Depts. of Pharmacology/Toxicology and Neurology and the Center for Study of Biological Complexity
mfmiles@vcu.edu
225-4054
Tertiary Analysis: Connecting Function with Expression Patterns
• Annotation– UniGene/Swiss-Prot, SOURCE, CARS
• Biased functional assessment– Functional group interrogation
Manual, GenMAPP, GeneSpring
• Non-biased functional queries– PubGen– MAPPFinder, DAVID/Ease, GEPAS, others– Cytoscape
• Overlaying genomics and genetics– WebQTL
CARS: A Curated Annotation Database Tool
Non-biased (semi) Functional Group Analysis: GenMAPP
Mirnics et al., Neuron 28:53, 2000
Microarray Analysis of Gene Expression in Prefrontal Cortex of Schizophrenics
Tertiary Analysis: Connecting Function with Expression Patterns
• Annotation– UniGene/Swiss-Prot, SOURCE, CARS
• Biased functional assessment– Functional group interrogation
• Manual, GenMAPP, GeneSpring
• Non-biased functional queries– PubGen– MAPPFinder, DAVID/Ease, GEPAS, others– Cytoscape
• Overlaying genomics and genetics– WebQTL
Expression Analysis Systematic Explorer -- EASE
http://apps1.niaid.nih.gov/david/upload.jsp
Genome Biol. 2003;4(10):R70. Epub 2003 Sep 11.
EASE -- Options in Analysis
Efforts to Integrate Diverse Biological Databases
with Expression Information: PubGen
www.PubGen.org
Tertiary Analysis: Connecting Function with Expression Patterns
• Annotation– UniGene/Swiss-Prot, SOURCE, CARS
• Biased functional assessment– Functional group interrogation
• Manual, GenMAPP, GeneSpring
• Non-biased functional queries– PubGen– MAPPFinder, DAVID/Ease, GEPAS, others– Cytoscape
• Overlaying genomics and genetics– WebQTL
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Expression of Aldh9a1 Across BxD RI Lines
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WebQTL Allows Definition of Genetic “Linkage” for Expression Patterns
PAM eQTL on Ch1
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PAM: peptidylglycine alpha amidating monooxygenase
Responsible for amidation of variety of neuropeptides, including NPY
NPY associated with acute responses to ethanol and ethanol drinking behaviors
Correlation of PAM Expression with
Locomotor Activity
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Combining Behavioral and Expression QTL Analyses
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Locomotor activity
SGK expression
Multi-gene eQTL map
Results courtesy of WebQTLwww.webqtl.org (R. Williams, K. Manly et al.)
Expression Networks
Expression Profiling
Pharmacology Genetics
Behavior
Prot-Prot
Interactions
OntologyHomoloGene
BioMed Lit
Relations