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Gene Mapping. Study Designs. Positional Cloning Linkage Analysis Linage Disequilibrium Mapping Candidate Gene. Differences in Family-based Studies. Family Studies Family-based Association Studies Linkage Analysis Families Phenotypes. Differences in Family-based Studies. Family Studies
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Study Designs • Positional Cloning • Linkage Analysis • Linage Disequilibrium Mapping • Candidate Gene
Differences in Family-based Studies • Family Studies • Family-based Association Studies • Linkage Analysis • Families • Phenotypes
Differences in Family-based Studies • Family Studies • Phenotype • Family-based Association Studies • Phenotype • Genotype • Linkage Analysis • Phenotype • Linkage Markers • Recombination
Linkage Analysis Genetic Markers Genes
Linkage Disequilibrium Mapping Genetic Markers Genes
Candidate Gene Genetic Markers Gene of Interest
The PTC Gene Phenylthiocarbamide (PTC) Taste Sensitivity
Family Studies • Familial Relationships • Twins • Siblings • Parents/offspring • Phenotype information • Affected/Unaffected (Prostate Cancer) • Quantitative measure (Blood Pressure) • No Genotype information required
Why do Family Studies? • Is the trait genetic? • What is the mode of transmission? • Dominant • Recessive • Additive • Polygenic (Multiple genes involved)
First PTC Family Study L. H. Snyder (Science 1931)
Phenotype Definition • Qualitative: Paper strip • Quantitative: Blind Sorting Test
Phenotype Definition • Qualitative: Paper strip • Quantitative: Blind Sorting Test r r r r r r r r r r r r r r 1 2 3 4 5 6 7 8 9 10 11 12 13 14
Phenotype Definition • Qualitative: Paper strip • Quantitative: Blind Sorting Test r r r r r r r 1 2 3 4 5 6 7
Phenotype Definition • Qualitative: Paper strip • Quantitative: Blind Sorting Test r 7
Phenotype Definition • Qualitative: Paper strip • Quantitative: Blind Sorting Test r r r r r r 7 7 7 H2O H2O H2O
Linkage Analysis • Narrow down position of disease gene • No biological knowledge needed • Genetic markers (not disease gene) • Recombination
Recombination • First discovered in Drosophila • Two traits known to exist on the same chromosome were not always inherited together
Recombination A A a a B B b b A a b B
a a A A b B B b a A a a b B b b Phase known
Back Cross a A a a b B b b A a a a A a a a b b b b B b B b
Recombination a A a a b B b b R NR NR R A a a a A a a a b b b b B b B b
No recombination a A a a b B b b 0% 50% 50% 0% A a a a A a a a b b b b B b B b
Independent Assortment a A a a b B b b 25% 25% 25% 25% A a a a A a a a b b b b B b B b
Recombination Fraction a A a a b B b b 61 420 442 77 A a a a A a a a b b b b B b B b
Recombination Fraction Recombination Fraction q = Recombinants / Total = 61 + 77 / 61 + 77 + 442 + 420 = 138 / 1000 = 13.8% 61 420 442 77 A a a a A a a a b b b b B b B b
Linkage • Recombination fraction q < 50% • Two traits • Two genetic markers • One trait and one genetic marker Linkage Analysis
Harry Potter’s Pedigree Uncle Vernon Lily Potter James Potter Aunt Petunia Harry Potter Dudley Dursley
Linkage Analysis of the Wizard Phenotype W Wizardry locus 1 Marker locus
Harry Potter’s Pedigree w 1 W 2 w 3 W 4 Uncle Vernon Lily Potter James Potter Aunt Petunia Harry Potter Dudley Dursley
Harry Potter’s Pedigree Recombinant Nonrecombinant w 1 W 2 w 3 W 4 q = 25% Uncle Vernon Lily Potter James Potter Aunt Petunia w 5 w 6 w 2 W 4 W 2 W 4 W 7 W 8 Not informative Harry Potter Dudley Dursley w 6 w 2 W 4 W 8
Dominant Trait D d d d 1 2 3 3 D d D d d d 1 3 2 3 2 3
Linkage Analysis • LOD score based on recombination • LOD (q) = log (q)R (1 - q)NR ____________________ (q = 1/2) R + NR
Linkage Analysis 1 2 3 3 R NR NR 1 3 2 3 2 3
Linkage Analysis LOD (q) = log (q)1 (1 - q)2 ____________________ (q = 1/2) 1 + 2 = 0.07 for q = 1/3
IBD • Identity by descent • Allele Sharing methods • Often used for affected sib pairs
Identity By Descent a A a A 25% 25% 25% 25% A A a A A a a a
Identity By Descent Sibling 1 A A Alleles shared IBD 2 1 1 0 A A a A A a a a
Identity By Descent Sibling 1 A A 2 1 1 0 A A a A A a a a
Identity By Descent Parent 1 a A Alleles shared IBD 1 1 1 1 A A a A A a a a
Identity By Descent Parent 1 a A 2 1 1 0 A A a A A a a a
Identity By Descent • IBD can be used for linkage analysis • Expect 50% alleles shared between siblings • > 50% for concordant pairs • < 50% for discordant pairs
Genome-wide Linkage Analysis Genetic Markers q = 10% on average Genes
The PTC linkage study • Positional Cloning study design • Blind Sorting Test • 267 individuals in 27 large families • LOD of 8.85 on 7q31 near KEL
Gene Identification • 4 Mb critical region • Too small for linkage analysis • Linkage Disequilibrium mapping • Fine scale Positional Cloning
LD Mapping for PTC Genetic markers Genes
Linkage Disequilibrium Mapping Genetic Markers Genes