Human Genetics 2 Flashcards
Analysis of Haplotypes in Pedigrees
- enables mapping of candidate genes
- if we find that a conditions segregates with a particular section of the chromosome then we know where to start looking for the target gene
Identification of Rare Recombinant Haplotypes
- a haplotype may describe the cosegregation of several polymorphic markers
- by looking at recombinant haplotypes in affected and unaffected individuals it is possible to narrow down the length of the chromosome that the target gene could be in
- the gene will be somewhere within a limit defined by the recombination break points
What is the next step after identification of recombinant haplotypes?
- two closely linked SNP markers may still be very distant in the underlying genomic sequence
- there may be many candidate genes in the identified range
- to locate the underlying gene more closely it is sometimes possible to genotype more families with respect to additional families within the initial recombination interval
- once the range has been narrowed down to ~300kb, the target section of DNA is sequenced
- the sequence is compared with the genomic database to identify which genes are present and candidate ‘disease’ loci
Genetic Mapping of Polymorphic Markers With Respect to Inherited Conditions Requires That…
i) the condition shows clear Mendelian inheritance and high penetrance
ii) we have sufficiently large families with a genetic history of the condition
iii) we can identify recombinants within these families that allow us to locate a candidate gene
Are all conditions single gene traits?
- many inherited conditions are not single gene traits
- incidence and/or severity of the condition may depend on a number of different susceptibility loci at different positions that make different contributions
- for these conditions, association studies are used to identify contributing genes
Single Gene vs Multiple Gene Traits
Single Gene Traits
- can easily identify which chromosome carries the susceptibility locus
- linkage analysis
- relatively easy to find the target gene
Single Gene vs Multiple Gene Traits
Multiple Gene Traits
- genes could be anywhere in the genome
- must examine polymorphic markers throughout the genome to identify markers that segregate with the condition
- this requires thousands of individuals
- compare segregation in an affected population with a control group (unaffected)
- looking for polymorphisms shared by the affected individuals that aren’t found in the unaffected individuals
International HapMap Project
-set up to develop a haplotype map of the human genome, the HapMap, which will describe the common patterns of DNA sequence variation
How many SNPs are there?
- in the human population there are ~10 million SNPs
- the rarer SNP allele in each case has a frequency of at least 1% in the population so qualifies as a polymorphism
SNPs and Haplotypes
- alleles of SNPs close together in the genome tend to be inherited together
- a set of associated SNP alleles in a region of a chromosome can be described as a haplotype
- most chromosomal regions have only a few common haplotypes (greater than 5% frequency) which account for most of the variation from person to person in a population
- a chromosomal region may contain many SNPs, nut only a few “tag” SNPs can provide most of the information on the pattern of genetic variation in the region as SNP alleles that are close enough together will always segregate together
- so if you know the SNP allele at a particular locus you know which SNP alleles usually segregate with it at surrounding SNP loci
Haplotype Maps
- provides a map of chromosomes indicating where common haplotypes (linked groups of SNPs) are located along each chromosome and indicates which SNPs are used as tag SNPs to identify the different haplotypes at each locus
- frequency of “haplotype alleles” can be determined for the general population
Uses of Haplotype Maps
- for different groups (geographic, ethnic, …) which each share a common ancestry, certain haplotypes are more frequent than others, this means that haplotype analysis can be used to determine ancestry of populations
- we can also compare a group of people with a disease to a group of people without
- chromosomal regions where the two groups differ in their haplotype frequencies might contain genes affecting the disease
Starburst Chart
- used for haplotype frequency population structure analysis
1) genotype everybody
2) analyse individuals in population for haplotypes specific to genomic regions
3) indicated the number of people sharing the same haplotype by a circle whose diameter relates to that number
4) members of the population who differ at a single marker are indicated by subsidiary circles
Reproductive Fitness and Selection
Example Study in Asia
- 2132 men across central Asia had their Y chromosome genotypes for 32 polymorphic markers
- a conserved haplotype was found in a large group
- based on known mutation rates (no recombination on the Y chromosome) the origin of this haplotype can be dated to c. 1000 years ago
- a single male line probably originating in Mongolia (as this is where the haplotype is most frequent) has spread in the last 1000 years to represent ~8% of males in a region stretching from China to Uzbekistan
- most convincing source of this is Genghis Khan and his male relatives
- an estimated 16 million men (~0.5% of the world’s total) now carry this haplotype
Association Studies Between Haplotypes and Disorders
- multiple susceptibility genes requires you to search the whole genome
- use the HapMap data to select the minimum number of tag SNPs that will allow you to haplotype the entire genome
- this reduces the number of SNPs to cover from 10 million to ~300000
- but this is still a lot, SNP chips (a type of microarray chip) are used to sequence many SNPs at the same time
Microarray Chips
- surfaces with DNA single stranded sequences bonded to them
- can be hybridised with complimentary sequences
- the single stranded sequences on the chip are called ‘probes’ or ‘features’
- the features are robotically arrayed on the surface in an ordered high density grid
- the features will hybridise with a complimentary sequence if it is washed over the chip
- if the complimentary sequences washed over are tagged with a fluorescent label then they can be detected
Affymetrix SNP-chip
- one of the most common SNP chips
1) isolate DNA from the individual to be genotyped, shear it to generate small fragments and label the fragments
2) hybridise to the chip
3) the temperature is increase slightly so that only perfectly matched sequences can hybridise
4) mis-matched sequences are washed off
5) the chip is analysed by a micro-scanner that detects and records fluorescence at each position on the chip
6) the genotype of any individual can be scored for 600 000 different loci simultaneously on one chip
Whole Genome Association to Identify Gene Underlying Common Disorders
Study Information
- in 2007 the results of a whole genome association study were reported by the Wellcome Trust
- 7 different disorders were studied:
- -Bipolar Disorder
- -Coronary Artery Disease
- -Hypertension
- -Rheumatoid Arthritis
- -Type 1 Diabetes
- -Type 2 Diabetes
- -Crohn’s Disease
- 2000 sufferers of each disorder and a control group of 3000 healthy individuals were genotyped for 500 000 tag SNPs
Whole Genome Association to Identify Gene Underlying Common Disorders
Results
- alleles more frequent in the affected population than the control group were identified
- auto immune diseases showed associations with the same regions
Whole Genome Association to Identify Gene Underlying Common Disorders
Chron’s Disease and Type 1 Diabetes
- both auto immune conditions
- showed association with the same markers on chromosome 18
- these SNPs highlight the T cell tyrosine phosphate gene, a negative regulator of inflammatory reponses