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GenMAPP and MAPPFinder for Systems Biology Education Kam Dahlquist Vassar College June 12-20, 2004 BioQUEST Summer Workshop Beloit College. Printed Microarray. Merged, false color image Green = Cy3 Red = Cy5 Output is ratio of fluoresence intensities.
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GenMAPP and MAPPFinder for Systems Biology EducationKam DahlquistVassar CollegeJune 12-20, 2004BioQUEST Summer WorkshopBeloit College
Printed Microarray Merged, false color image Green = Cy3 Red = Cy5 Output is ratio of fluoresence intensities Scott Freeman, Biological Science (2002) Fig. 16.10a
Permute P Value and Adjusted P Value • To generate a p value from the Z score, MAPPFinder • permutes the data 1000 times and calculates new • Z scores from each permutation of the data. This • distribution of Z scores is used to calculate the • permute p value. • Since thousands of p values are being calculated, • there is a multiple testing problem. If a p value • cut-off of p<0.05 is chosen, 5% of the p values • could be “significant” by chance. MAPPFinder • performs the Westfall-Young adjustment on the • p values to generate the adjusted p which is • very stringent.
Hands-on Exercises • Student exercises piloted this year in introductory biology and intermediate genetics courses • Intro bio students analyzed a human prostate cancer dataset with MAPPFinder • Genetics students analyzed a yeast metabolic timecourse dataset with MAPPFinder and drew the adenine biosynthesis pathway with GenMAPP • A dataset comparing gene expression in the heart of a 12.5 day mouse embryo to an adult heart is also available
Acknowledgments Gladstone Institutes Bruce Conklin Scott Doniger Lynn Ferrante Kristina Hanspers Steven Lawlor Alex Pico Nathan Salomonis Karen Vranizan Alex Zambon www.GenMAPP.org genmapp@gladstone.ucsf.edu Vassar College Meredith Braymer ‘04 Jessica Heckman ‘05 David Koren ’06 Christen Vogel ’04 kadahlquist@vassar.edu