polymorphisms – snp, indel, transposon bmi/ibgp 730

Polymorphisms – SNP, InDel, TransposonBMI/IBGP 730

Victor Jin, Ph.D.(Slides from Dr. Kun Huang)

Department of Biomedical InformaticsOhio State University

http://www.sanger.ac.uk/HGP/draft2000/gfx/fig2.gif

http://www.sanger.ac.uk/HGP/havana/

The value of sequenced genome lies in the annotation.

Gene discoveryPolymorphismTSSCpG regionncRNATF binding sites

Annotation projects:• HAVANA (Sanger Inst.)• ENCODE • CCDS

Polymorphisms

Single Nucleotide Polymorphism (SNP)• SNP projects• SNP array• Sequencing

Other Polymorphisms

Copy Number / LOH

Database Search

Polymorphisms get lots of press

Total "polymorphism" Publications

0

20000

40000

60000

80000

100000

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1978 1983 1988 1993 1998 2003

Genetic Variations

• Mutation

• Allele

• SNP

• In-Del

• Transposon

• Aneuploidy

• …

Polymorphisms

Single Nucleotide Polymorphism (SNP)• SNP projects• SNP array• Sequencing

Other Polymorphisms

Copy Number / LOH

Database Search

Single Nucleotide Polymorphism

At least 1% of a population has a different nucleotide

There are many other classes of variants and these are no less important (e.g., deletions and duplications), SNP are simply the most abundant.

First SNPs - RFLPs – D. Botstein - 1980

The single nucleotide polymorphism (SNP) [pronounced "snip"] is the most common form of genetic variation. As the name suggests, each SNP is a difference in a single nucleotide (A,T,C,or G) of an individual's DNA sequence, such as having AAGG instead of ATGG. There may be from 1 to 10 million SNPs in the entire human genome, but perhaps only a few thousand relate to disease outcomes. The numbers seem to change with every news report.

Questions:

•How are SNP useful to biomedical sciences?

•How can bioinformatics help us use SNP?

Critical SNP concepts

Marker SNP vs. Functional SNPSNPs highlights the spots for search (features, region of interest).

SNP patterns from a target population can be compared with SNP patterns from unaffected populations to find genetic variations shared only by the affected group.

The most useful SNPs are known as "functional SNPs." A single functional SNP or certain combinations of functional SNPs may help explain variability in individual responses to a given drug or pinpoint the subtle genetic differences that predispose some to diseases such as arthritis, Alzheimer's, cancer, diabetes, and depression.

Critical SNP concepts

• Understand evolution

• DNA fingerprinting – forensic applications

• Markers for polygenetic traits

• Genotype-specific medicine (personalized medicine)

Critical SNP concepts

1. Humans are diploid and exhibit significant heterogeneity and heterozygosity

3. DNA is essentially identical in every cell4. The closer two SNP are the less likely they are to

have segregated in a population (linkage disequilibrium)

5. Multiple variants/alleles can be combined into haplotypes (polygenic markers – quantitative trait loci or QTL)

Why SNP gets so much attention?

Pharmcogenomics• Personalized medicine

HapMap

• The International HapMap Project is a multi-country effort to identify and catalog genetic similarities and differences in human beings. Six participating countries: Japan, the United Kingdom, Canada, China, Nigeria, and the United States.

• The goal is to compare the genetic sequences of different individuals to identify chromosomal regions where genetic variants are shared.

• Data generated by the Project can be downloaded with minimal constraints.

• http://www.hapmap.org/index.html.en

NCBI SNP

SNP Array

Affymetrix SNP 6.0 array• More than 906,600 SNPs:• Unbiased selection of 482,000 SNPs; historical SNPs from the

SNP Array 5.0 • Selection of additional 424,000 SNPs

– Tag SNPs – SNPs from chromosomes X and Y – Mitochondrial SNPs – New SNPs added to the dbSNP database – SNPs in recombination hotspots

• More than 946,000 copy number probes

SNP Array

Affymetrix SNP 5.0 array

$1000 genome project

SolexaSOLiD454

Re-sequencing using massive parallel sequencer

Polymorphisms

Single Nucleotide Polymorphism (SNP)• SNP projects• SNP array• Sequencing

Other Polymorphisms

Copy Number / LOH

Database Search

• In-Del

• Transposon

• Aneuploidy

• …

Keiko et al, Genome Research 2008

Polymorphisms

Single Nucleotide Polymorphism (SNP)• SNP projects• SNP array• Sequencing

Other Polymorphisms

Copy Number / LOH

Database Search

CGH – Comparative Genomic Hybridization

FISH - Fluorescence in situ Hybridization

FISH - Fluorescence in situ Hybridization

Cytogenetics

Polymorphisms

Single Nucleotide Polymorphism (SNP)• SNP projects• SNP array• Sequencing

Other Polymorphisms

Copy Number / LOH

Database Search