Introduction to Bioinformatics

ISSP 2080

Spring 2000

Fact Sheet for Students

Goal

This course is designed to provide an understanding of some important topics in bioinformatics by identifying the problems in this field and commonly used computational techniques. Students will be able to learn to access and use databases containing biological data such as DNA/protein sequences and protein structures. The course is intended to be flexible and adaptable to students’ needs. Prerequisites are undergraduate biology and math.

 

Instructors

Vanathi Gopalakrishnan, Ph.D. (Computer Science)

106 A Mineral Industries Building

vanathi@cs.pitt.edu

 

Office Hours: Wednesdays 2-3 pm

 

Paul Hodor, Ph.D. (Biology)

205 Mineral Industries Building

pgh@cbmi.upmc.edu

 

Office Hours: By appointment only.

Course Activities

The course meets on Wednesdays from 10:00 am to 1:00 pm in 8084 Forbes Tower conference room. The syllabus can be found below.

Students are expected to complete the assigned readings before each class and required to submit summaries for those indicated in class.

 

Evaluation

This course will be graded on a standard letter grade basis, unless a student specifically requests an S/N grade. Requests for an S/N grade must be made in writing or email to Dr. Gopalakrishnan on or before March 15.

The course grade is derived from performance on the following evaluation components:

Participation: 25%

Most of the learning in this course will be from the readings and class discussions. Class attendance and participation is therefore expected. Attendance at 80% or more of scheduled sessions and active contributions to class discussion constitute satisfactory participation.

Exercises: 25%

There will be 2-3 homework exercises associated with accessing and searching sequence and structure databases. These will be distributed in class along with the date due.

Summaries: 25%

Summaries of assigned readings will be required at the beginning of several classes. These should be brief and indicate main points of each paper. The exact readings for which these are required will be specified one week ahead of time.

Final paper: 25%

Students are required to write individual papers in the form of a research proposal or review paper. The paper could be a thorough review of a topic that is not covered in much detail in class, or a research paper containing well-thought-out ideas for enhancing state-of-the-art computation techniques used in bioinformatics. This final paper (5-10 pages) is due on April 26.


 



Introduction to Bioinformatics

Spring 2000 Lecture Schedule


 

Date

Topic

Lecturer(s)

Readings

Notes/Web Readings

January 5

Class Survey,

Challenges and Introduction to

Computational Methods

Vanathi

Ch. 1, 2

Salzberg book

 

January 12

Introduction to Biology

Paul

Ch. 1, Hunter book

Nucleotide Codes

Amino Acid Codes

Universal Genetic Code

January 19

Pairwise Sequence Alignment I:
Scoring Matrices, Smith-Waterman Algorithm, BLAST

Vanathi

Smith,Waterman

BLAST

 

Tutorial on Searching Sequence Databases

BLAST Tutorial

Pairwise Alignment

January 26

Pairwise Sequence Alignment II:
BLAST variations, FASTA

Vanathi

 FASTA,

Comparison of methods

Gapped BLAST and PSI-BLAST

HW#1 out

February 2

Multiple Sequence Alignment

Paul

 

Summaries #1 due
HW#2 handout
DNA sequence set

February 9

Databases, whole Genome
Sequencing

Paul

paper list

Summaries #2 due
HW#1 due
database pointers

February 16

Gene prediction in DNA sequences

Paul

paper list

Summaries #3 due

February 23

DNA Array Technology

Paul

paper list

Summaries #4 due

March 1

Protein Structure Prediction:

Secondary Structure Prediction, Threading

Vanathi

Bruce Buchanan

Proteins: 3D structure

HW#2 due

March 8

SPRING BREAK

 

 

 

March 15

Protein Structure Determination: Protein Folding + PDB

Vanathi

 Paper list

HW#3 handout

March 22

Molecular Dynamics

Vanathi

John Rosenberg

E-cell

 

March 29

Phylogenetic Trees

Vanathi 

 

HW#3

Due

April 5

Structure-Function Relationship

CATH database

Vanathi

Ethan Benatan

Paper

 

April 12

Linkage Analysis

Vanathi

William Forrest

 

 

April 19

Tissueinformatics

Guest Lecture from industry (Mary Del Brady)

 

 

April 26

FINAL PAPERS DUE