Quantitative Genetics : why it’s important
“Understanding the inheritance of complex traits is one of the most important challenges facing geneticists in the twenty-first century“
quantitative trait
A measurable phenotype governed by complex genetic and environmental conditions that shows a continuous range.
• Quantitative (complex) traits do not show simple Mendelian inheritance ratios
-Quantitative traits are described by a frequency distribution (normal) and require precise measurement
Not all polygenic traits show continuous variation
Meristic traits
Phenotypes described by whole numbers. Pea pod with 3, 4, 5, 6 peas, but not 4.5 peas
Threshold traits
For example, Type II diabetes. Two phenotypes present or absent
Statistics for Quantitative Genetics nomalcuture
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X : average value from samples measured
μ : average value entire population
Vx: variance
o: standard deviation
Calculate the mean
X=ΣX/n
Calculating the variance
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Vx=Σ(X−X)^2
(n−1)
X is individual value
_
X is the population mean
n is the number of sample
Calculating the standard deviation
square root of variance
Nature vs. Nurture
How to examine if a trait is genetically influence
Calculate for Total Phenotypic Variance
Broad Sense Heritability (H^2)
H^2= Vg/(Vg + Ve)
• The part of the phenotypic variance that is due to genetic differences among individuals in a population.
• It is ‘broad sense’ as it encompasses several different ways that genes contribute to variation
Calculate for Total Phenotypic Variance of each inbred homozygous
Narrow-sense heritability (h2) for additive trait
VPhenotypic = VAdditive + VDominance + VEnvironmental
h2= The proportion of total phenotypic variance due to additive genetic variance.
h2+ Vadditive/Vpopulation
• We can measure h2using
i) Correlations between parents and their offspring
ii) Measuring response to selection
Narrow-sense heritability Measuring response to selection
Selection differential (S) = deviation between the mean of the selected plants and the mean of the population Selection response (R) = deviation of the population mean, and the mean of selected offspring Breeders equation : h^2= R/S
How can we identify the genes causing quantitative phenotype
Population Genetics
Use of population genetic
DNA forensics
Conservation
tracking migration and lineage
What is a population?
• A group of individuals of the same species that can interbreed
Subpopulation
population dynamic
-different aspect population can can from one generation to the next
-• Size
• Geographic location (monarch butterflies)
• Genetic composition
• Population geneticists use mathematical theories that predict how the gene pool will change in response to fluctuations
method for Detecting variation
Detecting VariationMicrosatellite DNA kakapo case
The kākāpōis a critically endangered New Zealand parrot found on a few on predator-free islands. In 1995, there were only 51 individuals.
Microsatellite DNA markers were used to compare relatedness between individuals to try and establish suitable breeding pairs.
Today there are more than 150 individuals and this conservation effort was helped with population genetics.
what is genetic diversity and how to calculate it
Gene diversity (GD) is the probability that two alleles drawn at random from the gene pool will be different Gene diversity = 1-Sum Pi^2
Nucleotide diversity
Average gene diversity across all nucleotide sites in a gene (variant & invariant)
• When comparing two copies of a gene, most nucleotide sites are identical. Therefore, nucleotide diversity is typically very low.
• Often, we find little DNA variation within a protein coding gene from a single species.
• Identical DNA sites or bases among individuals are referred to as fixed sites, or invariant sites.
Nucleotide variation at the X-linked G6PD gene in humans
A segment of G6PD was sequenced from 47 men of African or non-African descent
Allele A- : poor activity, hemolytic anemia, some protection from malaria
Allele A+ : moderate activity
Allele B : high activity