Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D....

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Zolan Lab Jonathan Nowacki School 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

Transcript of Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D....

Page 1: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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

Page 2: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Outline

• Background & Goals• The Mushroom• Microsatellites• Exon Prediction• Microarray• Gbrowse• Summary• Acknowledgments

Outline

Page 3: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Cellular Division

Importance– Aging– Cancer– Disease– Stem cell research– Reproduction

OutlineBackground

Page 4: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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

Page 5: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

What’s been done• Rad3/Rad9 Mre11• MIT Whitehead Institute• Southeast Missouri

Problems• Coprinus isn’t mapped• Converging data• NBS1

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Background on progress

Page 6: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

• It’s not a mammal

• Short life cycle

• Synchronous division

• Easy to maintain

Why Coprinus?

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Page 7: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Partial Genome

1. Wet lab– Locate an area of interest– Focus on NBS1

• DNA repair• Expressed during meiosis

2. Exon Prediction– FGENE

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Page 8: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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

Page 9: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

What is a microsatellite?

AAAAA

CACACA

CTTCTTCTTOutlineBackgroundMicrosatellites

Page 10: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Utility of Microsatellites

8C11

MicrosatellitesMicrosatellites

OutlineBackgroundMicrosatellites

Page 11: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Recombination

OutlineBackgroundMicrosatellites

Page 12: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Finding Microsatellites

OutlineBackgroundMicrosatellites

GCG – Find patterns

Page 13: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Electrophoresis

OutlineBackgroundMicrosatellites

Page 14: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Electrophoresis

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Page 15: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Finer resolution

• Micro satellites are small– Agarose wasn’t good enoug– High grade “Fufi” agarose wasn’t

good enough– Moved to polyacrylamide

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Page 16: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Finest resolution

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Page 17: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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Mapping

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Page 18: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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

Page 19: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Exon Prediction

• Used to find and predict genes– FGENE– Hidden Markov models

• Compared to known genes– Exons blasted vs. NCBI NR

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Page 20: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

FGENE highlights

• Phanerochaete chrysosporium– 220 exons predicted

• Cryptococcus neoformans– 216 exons predicted

• Ustilago– 234 exons predicted

OutlineBackgroundMicrosatellites

Page 21: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Exons

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Page 22: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Blast

• 6 frame translation

ATGCTCGGGACTGATCGA

ATGCTCGGGACTGATCGA

ATGCTCGGGACTGATCGA

TCGATCAGTCCCGAGCAT

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Page 23: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Phase 2: Whole Genome

• Microarray– Map genes active in meiosis

• Visualization– Gbrowse

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Page 24: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Microarray

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Microarray

Page 25: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Microarray

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Microarray

Page 26: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Germ line

OutlineBackgroundMicrosatellites

Microarray

Page 27: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Results

• Drosophila– 254 / 781 – 633 / 2340

• Worm – 553 / 2496

• Testis Fly– pending

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Microarray

Page 28: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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.

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MicroarrayGbrowse

Page 29: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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Gbrowse

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MicroarrayGbrowse

Page 30: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

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Default Values

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MicroarrayGbrowse

Page 31: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Solution: A Dynamic database

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MicroarrayGbrowse

Page 32: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

More Specificity

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MicroarrayGbrowse

Page 33: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Highly Specific

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MicroarrayGbrowse

Page 34: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Summary

• Coprinus is ideal for studying cellular division

• Microsatellite data for mapping

• Microarray data for gene function

• Gbrowse visualization

• Dynamic Database

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MicroarrayGbrowseSummary

Page 35: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Conclusion

• Gbrowse

• Microarray comparisons

• Exon Prediction

• Microsatellites

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MicroarrayGbrowseSummary

Page 36: Zolan Lab Jonathan Nowacki School of Informatics Master of Science in Bioinformatics Sun Kim Ph.D. Mimi Zolan Ph.D. Discovery and Visualization of Germline.

Zolan Lab

Acknowledgments

• Dr. Sun Kim

• Dr. Mimi Zolan

• Dr. Haixu Tang

• Dr. John Colbourne

• Henry Paik

• Danny Rice

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MicroarrayGbrowseSummaryAcknowledgments