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    Digital Biology: A survey of topics in bioinformatics and functional genomics

    BIOL-L 388 Spring 2020


    Course description

    BIOL L388 DB

    Class times and locations

    Tues, Thur 11:15a - 12:30p (Credits: 3.0); Lindley Hall (LH) 328

    Tentative schedule (click the icon for a PrinterFriendly.gif version)

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    DAYDATELECTURETOPICLECTURER
    Tues Jan 14 0.1 Orientation
    What is Digital Biology?

    MIT video: Introduction to Computational and Systems Biology
    Volker Brendel
    Thur Jan 16 1.1 Basic UNIX shell tutorial
    Command-line bootcamp
    vi(m) editor tutorial

    Python tutorial
    Style matters ...
    Learning Scientific Programming with Python - an intriguing resource
    Volker Brendel
    Tues Jan 21 1.2 New virus outbreak: BBC Jan. 19, 2020
    New virus outbreak: BBC Jan. 20, 2020
    Precedence: The Fastest Outbreak - connection to bioinformatics work


    Bioinformatics Databases and Computing Resources

    National Center for Biotechnology Information (NCBI), a great starting point for "anything" bioinformatics

    Some presentations for further study:

    Current Topics in Genome Analysis 2016, a National Human Genome Research Institute lecture series:

    The Genomic Landscape circa 2016 (Lecturer: Dr. Andy Green)
    Biological Sequence Analysis I (Lecturer: Dr. Andy Baxevanis
    Biological Sequence Analysis II (Lecturer: Dr. Andy Baxevanis)
    Volker Brendel
    Thur Jan 23 1.3 codons and amino acids
    amino acids

    Quiz 1

    ... the hunt for a cure of Huntington's disease
    Students
    Tues Jan 28 2.1 Sequence Alignments 1

    How Do We Compare Biological Sequences?
    from Bioinformatics Algorithms: An Active Learning Approach

    Note: We will be joined by H112 students for this class period.
    Volker Brendel
    Thur Jan 30 2.2 Sequence Alignments 2
    MIT video: Local Alignment (BLAST) and Statistics
    Volker Brendel
    Tues Feb 4 2.3 Sequence Alignments 3
    MIT video: Global Alignment of Protein Sequences (NW,SW, PAM, BLOSUM)
    Volker Brendel
    Thur Feb 6 2.4 Sequence analysis with scores: Substitution scoring matrices
    Biological Sequence Analysis I (Lecturer: Dr. Andy Baxevanis)

    Slides for Sequence Analysis I presentation
    Handout for Sequence Analysis I presentation

    Quiz 2
    Volker Brendel

    Students
    Tues Feb 11 3.1 Always check your answers ...

    Evolutionary Processes 1

    Introduction to Molecular Evolution
    The Fastest Outbreak
    Transforming Distance Matrices into Evolutionary Trees
    Toward an Algorithm for Distance-Based Phylogeny Construction
    Additive Phylogeny
    Using Least-Squares To Construct Distance-Based Phylogenies
    Ultrametric Trees
    The Neighbor-Joining Algorithm

    The powers and pitfalls of parsimony
    Volker Brendel
    Thur Feb 13 3.2 Evolutionary Processes 2

    Character-based Tree Reconstruction
    The Small Parsimony Problem
    The Large Parsimony Problem
    Evolutionary Tree Reconstruction in the Modern Era
    Volker Brendel
    Tues Feb 18 3.3 Evolutionary Processes 3

    GBE article on lungfish development

    EBI MSA Tools
    EBI MP Tools

    ... a bit of history
    Volker Brendel
    Thur Feb 20 3.4 Quiz 3 Students
    Tues Feb 25 4.1 Genome Characteristics 1 (Motivation)

    The Genomic Landscape circa 2016 (Lecturer: Dr. Andy Green)

    Assembly basics
    NCBI Genome

    Genome Characteristics 2 (Assembly)

    Introduction to genome sequencing
    How do we assemble genomes?
    from Bioinformatics Algorithms: An Active Learning Approach
    Volker Brendel
    Thur Feb 27 4.2 Genome Characteristics 2 (Assembly) ... continued

    Visit to the IU Center for Genomics and Bioinformatics for a demonstration of DNA sequencing technlology
    (we'll walk over to Myers Hall 162 to meet there at 11:55am)

    Sanger sequencing
    Illumina sequencing
    nanopore sequencing
    Volker Brendel
    Tues March 3 4.3 Genome Characteristics 3 (Assembly) ... continued

    NCBI Assembly Help
    paper wasp genome page
    Other types of assembly: RNA-Seq
    Volker Brendel
    Thur March 5 4.4 Quiz 4 Students
    Tues March 10 5.1 Genome Annotation: Introduction

    NCBI Genome: Deinococcus radiodurans
    GFF3 standard

    Review: Conditional Probability

    GeneMark.hmm prokaryotic
    GeneMark article
    Volker Brendel
    Thur March 12 5.2 Guest presentation

    Bioinformatics support at IU: an introduction to RNAseq de novo assembly
    Drs. Tom Doak and Craig Stewart and Carrie Ganote

    National Center for Genome Analysis and Support (NCGAS)
    Tues March 17 Spring Break
    Thur March 19 Spring Break
    Tues March 24 Extended Spring Break
    Thur March 26 Extended Spring Break
    Tues March 31 5.1 Hidden Markov Models: Concepts and Algorithms

    Hidden Markov Models
    (from Bioinformatics: An Active Learning Approach)

    GENSCAN
    Profile Hidden Markov Models
    TagDust
    Online Class
    Volker Brendel
    Thur April 2 6.2 Protein Structures 2

    peptide bond
    Ramachandran plot ... very nice visualization thereof
    (thanks to Prof. Eric Martz)
    MIT Lecture: Introduction to Protein Structure; Structure Comparison and Classification
    MIT Lecture: Predicting Protein Structure
    Online Class
    Volker Brendel
    Tues April 7 6.3 Protein Structures 3: Secondary Structure

    2struct server
    Stride

    Jpred - secondary structure prediction
    SPIDER2

    Genetic variation
    NCBI dbSNP    How To
    NCBI dbVar    How To
    1000 Genomes Project    Nature 491:56
    Example: rs1131769
    Recent paper of interest
    Volker Brendel
    Thur April 9 6.4 Quiz 6 Students
    Tues April 14 6.5 HMMer
    PFAM

    Protein Structures 4

    MIT Lecture: Predicting Protein Interactions
    Volker Brendel
    Thur April 16 6.1 Protein Structures

    peptide bond
    Ramachandran plot ... very nice visualization thereof
    (thanks to Prof. Eric Martz)

    PDB: What is a protein?
    PDB: How enzymes work
    HIV I
    HIV II

    Guide to PDB

    PDB Molecule of the Month
    NCBI Protein

    Secondary Structure

    2struct server

    Jpred - secondary structure prediction
    SPIDER3

    foldit
    Online Class
    Volker Brendel
    Tues April 21 7.1 Gene Expression Analyses
    from Bioinformatics Algorithms: An Active Learning Approach

    MIT Lecture: Gene Regulatory Networks
    Volker Brendel
    Thur April 23 7.2 Gene Expression Analyses, cont.

    Course Questionnaire
    Volker Brendel
    Tues April 28 8.1 Review: Assessment
    sample paper
    Sensitivity, specificity, and all that
    Volker Brendel
    Thur April 30 8.2 Review
    Volker Brendel
    Thur May 7 12:30pm - 2:30pm Final Examination Students