Applied Bioinformatics
Syllabus & Reading

This is a more of a "What's Happened" than a "What's Coming Up" syllabus. Lectures are subject to adjustment depending on the pace of the class.

There will not be a required book for this class, most topics will be covered by handouts, websites, ot research papers. This is mainly due to the fact that the field changes rapidly and many books are dated by the time they hit the shelves.


Lec # Topic Date Reading Lecture Notes Comments
1. Overview & Genomes Sept 10 EBI's Intro to Biology: Sections 1-3
JGI's Intro to Genomics
Sequences
2. Sequence Alignment Sept 12 Wikipedia page on Sequence Alignment (Through section 3)
Longest Common Subsequence Problem
Notes on Sequence Alignment
3. Various faces of PrallelizationSept 17 Tutorial on Parallel Computing Through Section 5.
4.BLAST & Heuristic Sequence AlignmemntSept 19
5.BLAST & Karlin-Altschul StatisticsSept 24 Reading handed out in class, available from the instructor via e-mail
Lecture CancelledSept 26
6.Parsers, Scripting & Unix ToolsOct 1 Unix Shell Scripting
Unix Tools
7. Evolutionary TreesOct 3 Notes on Phylogenetic Trees
Structures
8.Structures of MoleculesOct 10
9. Representation of Structures Oct 15
10. Secondary Structure PredictionOct 15
11. Structural Classification of Proteins (SCOP)Oct 17
12-13. Tertiary Structure: Oct 22 & 24
Microarrays
14-15.Microarray: Data, Normalization, and ScalingOct 29 & 31
16-17. Hypothesis testing: p-values, corrections, false discovery rates Nov 5 & 7
18. Clustering: k-meansNov 12
19. Classification: Gene Function PredictionNov 14
Networks
20.Biological Networks: Physical & GeneticNov 19
21-22. Algorithms for Network Visualization & Analysis Nov 21 & 26
25. ConclusionDec 5