mapping and cloning human genes. finding a gene based on phenotype 1. 100’s of dna markers mapped...

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Mapping and cloning Human Genes

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Page 1: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Mapping and cloning Human Genes

Page 2: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Finding a gene based on phenotype

• 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map.

• 2. identify markers linked to trait of interest by recombination analysis

• 3. Narrow region down to a managable length of DNA – for cloning and sequence comparison

• 4. Compare mutant and wild type sequences to find differences that could cause mutant phenotype

• 5. Prove that mutation is responsible for phenotype.

Page 3: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Identify polymorphic DNA markers

• Minisatellites

• Microsatellites (SSR or simple sequence repeats)

• SNP or single nucleotide polymorphisms

Page 4: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

1. 100’s of DNA markers mapped onto each chromosome – high density linkage map.

Page 5: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Mouse mapping Panels

Backcross panel• BXS cross to either B or S• Progeny are BS/S or BS/B• Each mouse represents one BS

recombinant chromosome. • Other chromosome from backcross

parent always contributes same allele.• If markers are linked they with be the

same, either B or S, in most mice

Page 6: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Linkage

Locus 1 50% B: 50% SLocus 2 50% BB: 50%BS; 50%SS and BSUnlinked: 50% parental : 50% recombinant

Locus 3 linked: 38% parental : 12 % recombinant

Use Chi-square test to determine if this data supports null hypothesis of unlinked genes

Page 7: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

•2. Identify markers linked to trait of interest by recombination analysis

Test degree of linkage:LOD score: Logarithm of odds of linkageMLS: Maximum likelihood LOD score

1.Establish trait is heritable: family studies, twin studies, adoption studies.

2. Identify linked markers: test many mapped polymorphic markers and look

for cosegregation of markers with trait.

Page 8: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2
Page 9: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Test degree of linkage: odds of linkage

Page 10: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Lod score

• Probability gene and marker are linked at a certain map distance / Probability they are unlinked.

Page 11: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

1.Probability they are unlinked:

Father is Pp and M1M2. Mother is pp and M1M1. Her alleles can be ignored here. Chance of each allele combination in children is:.25 PM1;.25 PM2;.25 pM1;.25 pM2Probability of any genotype is .25

With 8 children of genotypes:pM2;PM1;pM2;PM1;pM2;pM1;pM2;PM2p(unlinked)=.25 x .25 x .25 x .25 x .25 x .25 x .25 x .25 = .0000153

Page 12: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Probability they are linked at 10 map units:

Chance of each allele combination in children is .45 PM1; .05 PM2; .05 pM1; .45 pM2

With 8 children of genotypes:pM2;PM1:pM2;PM1;pM2;pM1;pM2;PM2p(linked at 10 cM) =.45 x .45 x .45 x .45 x .45 x .45 x .45 x .05 = .003736

Page 13: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

BUT -formally you don’t know the phase of the two alleles of P and M: If the genes were linked so that P and M2 were on the same chromosome:

Chance of each allele combination in children is .05 PM1; .45 PM2; .45 pM1; .05 pM2With 8 children of genotypes:pM2;PM1;pM2;PM1;pM2;pM1;pM2;PM2p(linked at 10 cM) =.05 x .05 x .05 x .05 x .05 x .05 x .05 x .45 = .000023

Page 14: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Odds of Linkage is

L = p(.1)/p(.5) = [.5p(.1 in coupling) +.5p(.1 in repulsion)]/p(.5)

p(.5 in coupling) = p(.5 in repulsion)

In our case:

L = [½(.003736) + ½(.000023)]/.0000153L = 6.1

Log of L or LOD = 0.8

Maximum likelihood odds of linkage; Change estimated linkage distance p(.1) to get the best LOD score for the data.

Page 15: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

To achieve significant LOD score:

Combine odds of linkage for many families:

p1(L)/p1(NL) x p2(L)/p2(NL) xp3(L)/p3(NL)

In practice we combine the log of odds:

LOD1 + LOD2 + LOD3.

Continue until LOD > 3.0 before linkage is acceptedLinkage distance is based on the linkage distance that gives the maximum value for the data.

Page 16: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

If genes and markers are unlinked the p(L)/p(NL) will be <1.0 in some families and the LOD will be Negative.

Therefore, as you add more families the LOD will only increase if the data of the majorityof families supports linkage.

Page 17: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Summary

1. 100’s of DNA markers mapped onto each chromosome – high density linkage map.

the relative location of 100s of polymorphic DNA markers on chromosomes can be mapped using mapping panels.

2. identify markers linked to trait of interest by recombination analysis.Use LOD score to determine if markers are linked to gene inhuman families. The LOD score allows you to compare familiesin which marker and gene are either in repulsion or in coupling.

Page 18: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2
Page 19: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Fig. 11.17

Page 20: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Fig. 10.12

Page 21: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Fig. 10.10

Page 22: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Fig. 10.10

Page 23: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Fig. 10.9a

Page 24: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Chose new markers within your large mapped interval and Repeat recombination analysis using those markers

Continue until markers show no recombination

Identify clones of DNA in ordered library that carry your Markers

Page 25: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Identify a BAC clone that must include

your gene • Find two flanking markers contained in a

single BAC (large insert plasmid) clone.

• Look at GenBank entry for that BAC clone to identify candidate genes between your flanking markers– Open reading frames, – mRNA (cDNA) clone already identified,– Predicted gene regions

Page 26: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Expression pattern of genes in mapped interval can help choose best candidate gene

Page 27: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Final confirmation

• Sequence mutant and wild type – multiple mutant alleles needed to be convincing

• Complement mutation by making a transgenic with the wild type copy of the candidate gene.

Page 28: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Transformation to correct mutation using candidate gene

Page 29: Mapping and cloning Human Genes. Finding a gene based on phenotype 1. 100’s of DNA markers mapped onto each chromosome – high density linkage map. 2

Take cloning slides from Ch. 10