CENG 465 - Introduction to Bioinformatics (Spring 2020-2021)
 OVERVIEW   SCHEDULE 

Tentative Schedule

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Week Lecture Topics Reading Assignments
Week
#1
Introduction to molecular biology and genetics, biological databases, and high-throughput data sources. Overview of bioinformatics problems.

Lecture Slides

Syllabus
Class Web Page

Bioinformatics - An Introduction for Computer Scientists

Introduction to Molecular Biology

More reading on cells and genomes:
Cells and Genomes

How cells read the genome
 

 

Week
#2
Pairwise sequence alignment algorithms:
Dynamic programming

Lecture Slides

Sequence alignment C code
Sample input for alignment
Pairwise Sequence Alignment

 

 

 

Week
#3
Statistical significance of alignments
Lecture Slides

Suffix Trees, Suffix Arrays
Lecture Slides

Statistical Significance of Alignments

Statistical Significance of Alignments (Reading 2)

Fast alignment with Burrows-Wheeler transform
 

Assignment #1
 

Week
#4
Patterns, Profiles, and Multiple Alignments

Hidden Markov Models

Lecture Slides

Chapter 6 from the textbook

A recent applications note about profile Hidden Markov Models
 

 

Week
#5
Hidden Markov Models continued  

 

Week
#6
Multiple Sequence Alignment Algorithms

Week 5 Lecture Slides Continued
 

Assignment #2
 

Week
#7
Phylogenetic trees
Lecture Slides

 

 

Week
#8
Midterm Exam (in class on May 3 Monday)

Sample midterm
 

 

 

Week
#9
Introduction to protein structures

Lecture Slides

 

 

 

Week
#10
Protein Structure Prediction

Structural Alignment of Proteins

Lecture Slides (continued)

 

 

 

Week
#11
Microarray data analysis

Clustering techniques

Lecture Slides

K-means Empty Cluster Example

K-means Demo
Self Organizing Maps Demo
RNA-Seq differential expression analysis

RNA-Seq differential expression in Bioconductor

Microarrays Intro Paper - 1
Microarrays Intro Paper - 2
Microarrays Intro Paper - 3
 

 

 

Week
#12
Introduction to Systems Biology

Lecture Slides

Reading: Algorithmic Systems Biology

A systems view of protein-protein interactions

A systems view of metabolism

A systems view of regulatory mechanisms

 

 

Week
#13
Analysis of biological networks

Lecture Slides

 

 

Week
#14
Final review.