Doug Brutlag 2011 Genomics & Medicine Doug Brutlag Professor Emeritus of Biochemistry &
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Transcript of Doug Brutlag 2011 Genomics & Medicine Doug Brutlag Professor Emeritus of Biochemistry &
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Doug Brutlag 2011
Genomics & Medicinehttp://biochem158.stanford.edu/
Doug BrutlagProfessor Emeritus of Biochemistry & Medicine
Stanford University School of Medicine
Simple Nucleotide Polymorphismshttp://biochem158.stanford.edu/SNPs.html
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Doug Brutlag 2011
The Genome is Out of the Baghttp://stanmed.stanford.edu/2010fall/article1.html
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Doug Brutlag 2011
Human Genetic Variation2007 Scientific Breakthrough of the Year
Simple
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Doug Brutlag 2011
Simple (or Single) Nucleotide Polymorphisms (SNPs)
• SNPs are common variations which occur at > 15 million positions in human genome
• SNP MAF frequency can vary from 50% to 0.1% of population
• SNPS can serve as genetic markers• SNPs can be used for identifying individuals and
forensics • SNPs are used for mapping & genome-wide
association studies of complex disease• SNPs are used for ancestry tracking & family
relationships• SNPs are used for estimating predisposition to disease• SNPs are associated with disease, usually do not
cause them • SNPs are used to predict risk of common genetic
diseases• SNPs are used for personalized medicine and
genomics• SNPs are used for classifying patients in clinical trials
GCTGTATGACTAGAAGATCGATGCTGTATGACGAGAAGATCGAT
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Doug Brutlag 2011
SNPs and Mutationsin the Human Genome
• 15 million sites in the human genome where SNPs can occur
• 3.8 million SNP sites cataloged in 270 individuals in the HapMap consortium
• Another 11 million SNP sites cataloged in the 1000 Genome effort
• 10 million sites are common (minor allele frequency: MAF > 5%)
• Each individual has 3-5 million SNPs (common variations) relative to the reference human genome
• Each individual also carries 300 to 500 rare mutations (more recent) many of which are lethal
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Doug Brutlag 2011
A SNP Primer at NCBIhttp://www.ncbi.nlm.nih.gov/About/primer/snps.html
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Doug Brutlag 2011
Department of Energy (DOE) SNP Page
http://www.ornl.gov/sci/techresources/Human_Genome/faq/snps.shtml
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Doug Brutlag 2011
A Primer of Genome ScienceChapter 3 Genomic Variation
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Doug Brutlag 2011
Simple Nucleotide Polymorphisms (SNPs)
• SNPs are common variations in the genome (minor allele frequency or MAF between 50% and 1%)
• Most SNPs are genetically neutral– Used in DNA fingerprints - forensics– Paternity tests– Immigration in the United Kingdom– Used to track ethnic migrations and ancestry
• Some SNPs reflect distinguishing characteristics– Often the basis for racial & genetic discrimination or
other stigma• Rarer variations cause disease. Unlike SNPs, these
variations are rare, often called mutations.• Some SNPs linked to predisposition to disease• SNPs can serve as genetic markers for other traits
– Clinical trials associate SNPs with drug efficacy – Clinical trials associate SNPs adverse drug reactions– Personal genomics associate SNPs with traits
• 23andMe, Navigenics, DNADirect
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Doug Brutlag 2011
Types of SNPshttp://www.ncbi.nlm.nih.gov/sites/entrez?db=snp• Non protein coding SNPs
– Promoters– 5’ UTR– 3’ UTR– Introns– Intergenic Regions– Pseudogenes– Regulatory
• Splicing• Transcriptional regulation (promoter & transcription factor
binding sites)• Translational regulation (initiation or termination)• Regulatory miRNA target sites
• Coding SNPs– Synonymous SNPs (third position variation)– Replacement SNPs (change Amino acid)
• Functional SNPs (acceptable amino acid replacement)• Non-functional SNPs (traits & diseases)
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Doug Brutlag 2011
Human Promoter SNPs
© Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
dbSNP at NCBIhttp://www.ncbi.nlm.nih.gov/SNP/
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Doug Brutlag 2011
Human β-Hemoglobin Genehttp://www.ncbi.nlm.nih.gov/gene/3043
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Doug Brutlag 2011
Human β-Hemoglobin Genehttp://www.ncbi.nlm.nih.gov/gene/3043
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Doug Brutlag 2011
Human β-Hemoglobin Gene SNPshttp://www.ncbi.nlm.nih.gov/SNP/snp_ref.cgi?locusId=3043
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Doug Brutlag 2011
β-Hemoglobin Gene SNP rs111645889
http://www.ncbi.nlm.nih.gov/SNP/snp_ref.cgi?rs=111645889
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Doug Brutlag 2011
β-Hemoglobin Gene SNP rs111645889
http://www.ncbi.nlm.nih.gov/SNP/snp_ref.cgi?rs=111645889
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Doug Brutlag 2011
β-Hemoglobin SNP Variation Viewer
http://www.ncbi.nlm.nih.gov/sites/varvu?gene=3043
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Doug Brutlag 2011
Origin of Haplotypes
© Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
Linkage Disequilibrium and Recombination Rate
© Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
Linkage Disequilibrium (LD) Across the Human LPL Gene
© Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
Recombination hotspots are widespread and account for linkage disequilibrium
structure
7q21 © Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
Consensus binding site for PRDM9
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Doug Brutlag 2011
Recombination hotspots are widespread and account for linkage disequilibrium
structure
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Doug Brutlag 2011
Recombination hotspots are widespread and account for linkage disequilibrium
structure
7q21 © Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
Observation of Haplotypes
© Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
SNPs in Populations
© Gibson & Muse, A Primer of Genome Science
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Doug Brutlag 2011
Sequence and Distance-Based Phylogenies (evolutionary trees)
• Sequence-Based Methods (Parsimony)– Assigns mutations to branches– Minimize number of changes– Topology maximizes similarity
of neighboring leaves
• Distance-based methods– Branch lengths = D(i,j)/2 for
sequences i, j– Distances must be metric– Distances can reflect time or
number of changes– Distances must be relatively
constant per unit branch length
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Doug Brutlag 2011© Francis Collins, 2008
A Haplotype Map of the Human Genome
http://www.nature.com/nature/journal/v437/n7063/full/nature04226.html
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Doug Brutlag 2011
International HapMap Projecthttp://www.hapmap.org/
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Doug Brutlag 2011
Thousand Genomes Projecthttp://www.1000genomes.org/
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Doug Brutlag 2011
10,000 Genomes Project Evolutionary Biology
http://www.genome.gov/
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Doug Brutlag 2011
National Human Genome Research Institute
http://www.genome.gov/