Survey
* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project
Diauxic Shift • Fermentation: energy-converting metabolism without the involvement of an exogenous oxidizing agent(typically anaerobic) • Respiration: energy-converting metabolism with the involvement of an exogenous oxidizing agent(typically aerobic) Yeast Metabolism Gene Clustering • 16 Chromosomes • Do genes upregulated during the diauxic shift display chromosomal clustering? • Or random distribution? Expression of proteins Expected and Control Distributions Control Distribution Expected Distribution 1 16 2 16 3 15 1 2 3 15 4 4 14 5 14 6 5 13 6 13 7 7 12 11 10 9 8 12 11 10 9 8 Control suggests “background” gene clustering Control Distribution Expected Distribution 2X Distribution 16 16 16 15 1 1 2 2 3 3 15 4 15 3 4 5 14 5 13 2 14 14 13 1 6 13 4 12 5 6 7 7 12 12 11 11 10 10 9 89 8 6 11 10 7 9 8 5X Distribution Control Distribution Expected Distribution 16 16 161 15 21 15 3 2 3 15 4 4 14 2 13 3 5 14 13 12 6 5 13 4 6 5 7 12 1 14 7 12 11 11 11 10 6 10 8 8 9 10 9 9X Distribution 16 15 1 2 14 3 4 13 5 12 6 11 7 10 9 8 9 8 7 Variance From Expected Gene Distribution 25 21.3 21.4 18 14.1 14.9 15 10 11.8 5.99 7.9 5.19 5 Minimum Fold Increase of Genes Sampled 10X 9X 8X 7X 6X 5X 4X 3X 2X 0 Control Variance 20 ????????????? • • • • Variance due to a decrease in sample size? Intrachromosomal clustering trends? Replication of results? Micro (clumping of a few groups of related genes)? • Or macro (clustering of a set of divergent genes related through a broadly-defined function)?