Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D....
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Transcript of Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D....
Zolan Lab
Jonathan NowackiSchool of Informatics Master of Science in Bioinformatics
Sun Kim Ph.D. Mimi Zolan Ph.D.
Discovery and Visualization of Germline Genes in a Mushroom with Synchronous Cellular Division
Zolan Lab
Outline
• Background & Goals• The Mushroom• Microsatellites• Exon Prediction• Microarray• Gbrowse• Summary• Acknowledgments
Outline
Zolan Lab
Cellular Division
Importance– Aging– Cancer– Disease– Stem cell research– Reproduction
OutlineBackground
Zolan Lab
Goals
1. Partial Genome– Use Microsatellite data to find a
region of importance– Predict Exons using FGENE=
2. Whole Genome– Use Microarray data to find a genes
that are up-regulated in germ line cells.
3. Visualization– Gbrowse
OutlineBackground
Zolan Lab
What’s been done• Rad3/Rad9 Mre11• MIT Whitehead Institute• Southeast Missouri
Problems• Coprinus isn’t mapped• Converging data• NBS1
OutlineBackground
Background on progress
Zolan Lab
• It’s not a mammal
• Short life cycle
• Synchronous division
• Easy to maintain
Why Coprinus?
OutlineBackground
Zolan Lab
Partial Genome
1. Wet lab– Locate an area of interest– Focus on NBS1
• DNA repair• Expressed during meiosis
2. Exon Prediction– FGENE
OutlineBackground
Zolan Lab
Microsatellite Search
• Purpose– Locate genes with known
phenotype but unknown sequence.
– Locate area of interest.
• Tools– GCG, Findpatterns– 119 microsatellites were used
OutlineBackgroundMicrosatellites
Zolan Lab
What is a microsatellite?
AAAAA
CACACA
CTTCTTCTTOutlineBackgroundMicrosatellites
Zolan Lab
Utility of Microsatellites
8C11
MicrosatellitesMicrosatellites
OutlineBackgroundMicrosatellites
Zolan Lab
Recombination
OutlineBackgroundMicrosatellites
Zolan Lab
Finding Microsatellites
OutlineBackgroundMicrosatellites
GCG – Find patterns
Zolan Lab
Electrophoresis
OutlineBackgroundMicrosatellites
Zolan Lab
Electrophoresis
OutlineBackgroundMicrosatellites
Zolan Lab
Finer resolution
• Micro satellites are small– Agarose wasn’t good enoug– High grade “Fufi” agarose wasn’t
good enough– Moved to polyacrylamide
OutlineBackgroundMicrosatellites
Zolan Lab
Finest resolution
OutlineBackgroundMicrosatellites
Zolan Lab
Mapping
OutlineBackgroundMicrosatellites
Zolan Lab
Microsatellite Results
• Microsatellites were found
• Polymorphism was low, for a variety of reasons, but a few usable markers were found
• Wasn’t the most effective method
OutlineBackgroundMicrosatellites
Zolan Lab
Exon Prediction
• Used to find and predict genes– FGENE– Hidden Markov models
• Compared to known genes– Exons blasted vs. NCBI NR
OutlineBackgroundMicrosatellites
Zolan Lab
FGENE highlights
• Phanerochaete chrysosporium– 220 exons predicted
• Cryptococcus neoformans– 216 exons predicted
• Ustilago– 234 exons predicted
OutlineBackgroundMicrosatellites
Zolan Lab
Exons
OutlineBackgroundMicrosatellites
Zolan Lab
Blast
• 6 frame translation
ATGCTCGGGACTGATCGA
ATGCTCGGGACTGATCGA
ATGCTCGGGACTGATCGA
TCGATCAGTCCCGAGCAT
OutlineBackgroundMicrosatellites
Zolan Lab
Phase 2: Whole Genome
• Microarray– Map genes active in meiosis
• Visualization– Gbrowse
OutlineBackgroundMicrosatellites
Zolan Lab
Microarray
OutlineBackgroundMicrosatellites
Microarray
Zolan Lab
Microarray
OutlineBackgroundMicrosatellites
Microarray
Zolan Lab
Germ line
OutlineBackgroundMicrosatellites
Microarray
Zolan Lab
Results
• Drosophila– 254 / 781 – 633 / 2340
• Worm – 553 / 2496
• Testis Fly– pending
OutlineBackgroundMicrosatellites
Microarray
Zolan Lab
Visualizing the Genome
• Data– Microarray– Microsatellite– Exon
• Needs– Easy analysis of genetic data– Doesn’t require computer
science background– Web based for portability.
OutlineBackgroundMicrosatellites
MicroarrayGbrowse
Zolan Lab
Gbrowse
OutlineBackgroundMicrosatellites
MicroarrayGbrowse
Zolan Lab
Default Values
OutlineBackgroundMicrosatellites
MicroarrayGbrowse
Zolan Lab
Solution: A Dynamic database
OutlineBackgroundMicrosatellites
MicroarrayGbrowse
Zolan Lab
More Specificity
OutlineBackgroundMicrosatellites
MicroarrayGbrowse
Zolan Lab
Highly Specific
OutlineBackgroundMicrosatellites
MicroarrayGbrowse
Zolan Lab
Summary
• Coprinus is ideal for studying cellular division
• Microsatellite data for mapping
• Microarray data for gene function
• Gbrowse visualization
• Dynamic Database
OutlineBackgroundMicrosatellites
MicroarrayGbrowseSummary
Zolan Lab
Conclusion
• Gbrowse
• Microarray comparisons
• Exon Prediction
• Microsatellites
OutlineBackgroundMicrosatellites
MicroarrayGbrowseSummary
Zolan Lab
Acknowledgments
• Dr. Sun Kim
• Dr. Mimi Zolan
• Dr. Haixu Tang
• Dr. John Colbourne
• Henry Paik
• Danny Rice
OutlineBackgroundMicrosatellites
MicroarrayGbrowseSummaryAcknowledgments