CSE 427 Winter 2013
Lecture Topics

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DateDescription
January 8 Basics of molecular biology: proteins, DNA, replication
Hunter's primer
Molecular Biology handout
January 10 Basics of molecular biology: gene expression and structure
January 15 Pairwise global alignment
Lectures 3-5 from CSE 527
January 17 Pairwise local alignment, affine gap penalties
January 22 BLAST
Overview of the BLAST Algorithm
Altschul, S.F., Gish, W., Miller, W., Myers, E.W. & Lipman, D.J. (1990), "Basic local alignment search tool". Journal of Molecular Biology 215:403-410.
January 24 BLAST statistics; amino acid substitution matrices
Section 6.5 from Ewens and Grant's book
Stephen Altschul's primer
January 29 Multiple sequence alignment
Lectures 6 from CSE 527
Overview of progressive alignment
January 31 UCSC Genome Browser, Extremely Conserved Elements
example of Theorem 2
February 5 Phylogeny construction
Building phylogenies
February 7 Markov chains and classification
Markov Models
February 12 Hidden Markov models
February 14 Profile HMMs
Profile HMMs
February 19 Motif discovery; statistical overrepresentation; MEME
Prediction of sequence motifs
February 21 Gibbs sampling; FootPrinter
February 26 MicroFootPrinter
MEME and Gibbs demo
February 28 Technical details of profile HMMs
March 5 Microbiomes
Microbes and You
March 7 More profile HMMs and microbiomes
March 12 Colonization of infant gut
Infant gut microbiome
March 14 Other directions, Schnapsen
Challenges in computational biology