M W F; 10:10 - 11:00 pm

 Molecular Biology

 Douglas W. Smith

York 2722

 BIMM 100

 5254 Muir Biology Building

Fall, 2000  

 x42620; dsmith@ucsd.edu

 

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29. Bioinformatics

Outline:

A. The new "Genomics": Eric Lander's "Ten Goals"
1. DNA - Routine re-sequencing
2. DNA - Systematic Identification of Common Gene Variants
3. DNA - Rapid Sequencing of Other Organisms
4. RNA - Simultaneous Monitoring of Expression of ALL Genes
5. RNA - Generic Tools for Manipulating Cell Circuitry
6. Protein - Monitoring Level and State of ALL Proteins
7. Protein - Systematic Catalogs of Protein Interactions
8. Protein - Identification of All Major Protein Shapes
9. Society - Ethical, Legal, and Social Issues (ELSI)
10. Society - Public Education
 

The following includes only Lander's Ten Goals ...

The Introduction to Bioinformatics topics is not included, due to time constraints in the course ...

For those interested in a more complete Introduction to Bioinformatics, you can look at the lecture here ... however, you are NOT responsible for this additional information for the BIMM 100 Final Exam ... you are only responsible for the information found here on Lander's Ten Goals ...

 

A. The new "Genomics"

Eric Lander's "Ten Goals" for tools and paths of the New Genomics (Human focus):

 

DNA level:

1. Routine re-sequencing of megabase regions of genomic DNA

disease susceptibilities and predispositions ... sequence affected and unaffected people

cancers ... sequence tumour and normal tissue ... get genotyping

New sequencing technologies under development:

massively parallel DNA arrays ...

state of the art currently available: Perkin/Elmer ABI capillary gel sequencing system

 

2. Systematic identification of common variants in genes

Usually, small number of common variants per locus

Variants => clues to susceptibilities, e.g. 3 variants of apolipoprotein E in Alzheimer's

cardiovascular disease, thrombosis, heart disease, obesity, HIV resistance

Get most such variant sequences from sequences of 100 random individuals

Move from Family-based Linkage Analyses to Association Analyses:

Test disease susceptibility against ALL common variants SIMULTANEOUSLY

by genotyping a well-characterized clinical group with a comprehensive DNA array

This will be done by characterizing the SNPs (Single Nucleotide Polymorphisms) associated with a given human disease.
Use of DNA array technology for human SNP analysis is already underway with the availability of the Affymetrix GeneChip® HuSNP™ ...
an example of results for such analysis can be found here.
See below for discussion of DNA microarray technology ...

Thereby home in on Susceptibility Genes

Noncoding regions also important ... variants in regulatory regions

Population Genetics a key to Biomedical Research

 

3. Rapid sequencing of other organisms

Comparative Whole Genome Genomics ... details of Molecular Evolution

Sequence conservation: constraints on Proteins, key motifs

Sequence differences: diversity of form and function

Sequencing: automation, miniturization

 

RNA level:

4. Simultaneous Monitoring of Expression of ALL Genes

mRNA levels define State of the Cell ...

Monitor ALL mRNAs at quantitative sensitivity level of 1 molecule per cell

and a qualitative sensitivity level sufficient to distinguish alternative splicing

Use of DNA microarrays will make this possible ...

Use this information for:

1) Description: catalogs of proteins present in different cells, different stages,

different environments

2) Classification: classify proteins re susceptibilities, disease, population subtypes

3) Circuitry ...Genetic Networks ... gene expression circuits for development, response pathways

 

5. Generic Tools for Manipulating Cell Circuitry

Need to: Disrupt and Manipulate gene expression ... Arsenal of new Tools en route:

Deletion Mutant for every Gene ... already being done for Yeast;
see Web site here

Characterization of Null Mutant ... Plus: Screens for Suppressors, Enhancers, etc

Will become characteristic Molecular Biology of Yeast, Worms, Flies

Will reveal all basic Eukaryotic functions, Genetic Networks, Response Pathways

High Throughput tools ... Many analyses simultaneously

Minaturization, both in size (grids) and volumes (nanoliter reactions)

=> greatly reduced time (hours -> minutes or seconds)

Automation: Gridding technologies via robots ...

Protein Knockout Reagents ...

combinatorial libraries: small molecule inhibitors - Aptamers

 

Protein Level - Proteome: all Proteins encoded by Genome

6. Monitoring Level and Modification State of ALL Proteins

Equally important to monitoring all mRNAs ... PLUS:

Post-translational and Genetic Network modifications, eg. Phosphorylation State

Need new Tools to do this ... Possibilities:

2D Protein gel analyses of proteins, followed by Mass Spec analysis

Mass Spectrometry analyses of peptide fragments ... Protein "signatures"

Grid array technologies

 

7. Systematic Catalogs of Protein Interactions:

Genetic Networks - cascades of reactions ...

Macromolecular Complexes

Need new Tools ... Yeast "Two Hybrid" System a beginning

Catalogs: ... comprehensive Interaction Maps of Genomes and their Proteins

Done already for bacteriophage T7: 55 proteins ...
Genome sequence, proteins, protein interactions ... all now known

Also need Principles for discerning Pathways and Networks without first knowing the Protein interactions ...

 

8. Identification of All Basic Protein Shapes:

Most probably, limited number of Protein Shapes; limited number of Protein Families

Analyse amino acid sequences against Database of Protein Shapes

Some of this is already being done; see the databases at:

Pfam - protein multiple sequence alignments and common protein domains

SCOP - Structural Classification of Proteins

CATH - protein classification by Class, Architecture, Topology, and Homology

 

Society Level:

9. More Attention to Ethical, Legal and Social Issues (ELSI)

Intrusion issues ... patent issues ...

Safeguards: concerns for Individuals and for Society

 

10. Public Education

School children ... general public ... physicians ... genetic counselors

 

 




| BIMM100 | Syllabus | Sections / Off Hrs | Grading Policy | DNASYSTEM |
| Lectures | Journal Articles | Study Qs | Lab Techniques | Exams |


 

If you have problems or comments, send email to Doug Smith