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Exploring genetic markers such as SNPs and haplotypes to understand human evolution, lactase persistence, and polygenic traits. Discover correlations, selective sweeps, and genetic influences on complex diseases using Genome Wide Association studies.
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Tracing Human Evolution with Genetics SELECTION June 9-17, 2007
SNPs • Single Nucleotide Polymorphisms • May or may not be in coding regions • May or may not cause phenotypic changes • Frequency of SNP distribution varies Seq 1 ATCGG ATCCA TGTAT CGATT Seq 2 ATGGG ATGCA TGTAT CGATT Seq 3 ATCGG ATGCA TGAAA CGATT
Haplotype • Refers to either: • Genetic makeup of one set of chromosomes • An area of a chromosome defined by a set of associated SNPs • Based on statistical analysis and measurement of linkage disequilibrium (LD) • Sources of LD • Recombination • Genetic linkage • Random drift • Non-random mating • Interactions between genes • Population structure
Important points… • Correlation of a SNP and a phenotype is just that – a correlation, not necessarily a cause. • Haplotypes often identify genes involved in polygenic traits. • No single site controls the phenotype. • Quantitative trait loci (QTLs) are genetic areas involved in modulating expression of polygenic traits.
Haplotypes and Evolution • Recent human evolution is visible in the genome as “selective sweeps”. • Selective sweeps are identified based on LD and haplotypes. • Articles: • Localizing Recent Adaptive Evolution in the Human Genome • Convergent adaptation of human lactase persistence in Africa and Europe
Lactase Persistence and Pastoralism • Positive selective pressure • Liquid • Protein • Subsequent migration and spread of phenotype • Northern Europeans to North America • Southern migrations through Africa
Lactase Persistence • Lactose malabsorption • Lactose tolerance • Lactase Persistence • Continued expression of lactase-phlorizin hydrolase (LPH) in mammals past weaning
Global Distribution of Lactase Persistence • Europeans • High levels in Scandinavians • Decreasing levels further south in Europe • Asian • Generally low levels in tested populations • High in Khazaks • African • High in Tutsi and Fulani • Low in other groups
Genetics of Lactase Persistence • Northern Europeans • SNP identified • Enhanced expression of lactase gene • Africans • Not the same SNP
Lactose Tolerance Test • Fast for 8-12 hours • Ingest 50g lactose • Take blood samples for two hours and test for a rise in blood glucose levels • Caveats: • Fasting? • Field conditions: Used finger pricks and strips for monitoring diabetes
Evolutionary Medicine • Many common medical issues are polygenic • Traditionally required a large affected family to identify candidate genes • Genome Wide Association (GWA) Articles • Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. • Guilt by association
Case • A medical researcher is interested in the underlying causes of type II diabetes. Specifically, why do different people have different tendencies to develop diabetes? Obviously current lifestyle will have a major impact, but lifestyle is not a complete explanation. What about genetic history? Is there a way to use tools such as the HapMap or genome-wide association surveys to predict risk for populations and individuals? • How might this be useful for helping an American of mixed ancestry understand their risk for developing diabetes? • Would it be useful for a Han Chinese person? • What are the ethical considerations of collecting and using this kind of information?