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Quantitative genetics
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Quantitative genetics
the study of traits that can be described numerically
what is true of quantitative genetic traits
they are usually controlled by more than one gene and are called complex traits
why are quantitative genetics important
most of the key characteristics considered by plant and animal breeders are quantitative traits
quantitative trait
any trait that varies measurably in a given species
what are examples of anatomical traits
height, weight, number of bristles, ear length, and the degree of pigmentation
what are examples of physiological traits
metabolic traits, speed of running and flight, ability to withstand harsh temperatures and milk production
examples of behavioral traits
mating calls, courtship rituals, ability to learn a maze, and the ability to grow or move toward light
what are examples of disease
atherosclerosis, hypertension, cancer, diabetes, and arthritis
In this branch of genetics, the measurement of a quantitative trait is how we describe a ______
phenotype
discontinuous traits
traits that fall into discrete categories (alleles affect the phenotype in a qualitative way)
How are quantitative traits different from discontinuous traits
quantitative traits show a continuum of variation within a group of individuals
frequency distribution
the trait is divided arbitrarily into a number of discrete phenotypic categories
mean
the sum of all values in the group/ the number of individuals in the group
N
the number of individuals in the group
variance
the amount of phenotypic variation that exists in a group
How can you predict the total variance for a specific trait
the variance of factors that contribute to quantitiative are added
what can you tell about a population if it follows a normal distribution
it is easier to appreciate the amount of variation by considering the standard deviation
what percentage is accounted for by one standard deviation in a normal distribution
68%
What percentage is accounted for by two standard deviations in a normal distribution
95%
what percentage is accounted for by three standard deviations in a normal distribution
99.7%
why might you compare two variables to each other
To compare the occurrence of two phenotypic traits, compare between traits and environmental factors, or compare between traits and genetic relationships
covariance
describes the degree of variation between two variables within a group
correlation coefficient
The strength of the association between two variables
what is the null hypothesis to test if there is no real correlation
the r value differs from zero only as a matter of chance
what is the significance of the correlation coefficient related to
sample size and degrees of freedom
when is the approach to testing the r value valid
The values of X and Y are obtained by an unbiased sampling of the entire population, and the scores of X and Y follow a normal distribution, and the relationship between X and Y is linear
can a r value that is statistically significant only be caused by genetic factors
no they can come from environmental factors
when is it valid to use a regression analysis to predict how much one variable will change in response to the other
when it has been established that the variables are related due to cause and effect
polygenic inheritance
the transmission of traits that are governed by two or more genes
quantitative trait loci (QTLs)
genomic regions identified by molecular markers that are often associated with a particular phenotype
how many genes do QTLs contain
one or more genes
when is it most difficult to categorize traits into discrete genotypic categories
when the number of genes controlling the trait increases and the influence of the environment increases
nearly all individuals fall into a ______ phenotypic category that corrsponds to their genotype
single
What do geneticists use to determine the regions of the chromosome that are associated with a particular trait
molecular marker analysis
what kind of molecular markers are being used as reference points along chromosomes
RFLPs and microsatellites
where have detailed genomic maps been obtained from
model organisms and organisms of agricultural importance
how are genetic maps useful
They make it easier to determine the number of loci that affect a quantitative trait
what is the basis of QTL mapping
The association between genetically derived phenotypes and molecular markers
how must strains be different to map QTLs
with regard to a quantitative trait of interest and with regard to many molecular markers (markers should correspond to the same chromosomal location)
what are the two factors that controll heritability
genetics and environment
what are all traits of biological organisms influenced by
they are influenced by genetics and environment
heritability
the amount of phenotypic variation within a group of individuals that is due to genetic variation for a particular population raised in a particular environment
What would be the heritability value if all phenotypic variation is due to genetic variation
it would have a value of 1
What would be the heritability value if all phenotypic variation is due to environmental factors
it would have a value of 0
what assumptions have to be made to study the phenotypic variance of a quantitative trait variation
genetic and environmental, factors are the only two components that determine a trait and these factors are independent of one another
If Vg is very high and Ve is very low
genetics is more important in promoting variation
how to calculate total variance (Vt)
Vg + Ve
what is the total variance
the amount of variation at the phenotypic level
monomorphic
all members of a population are homozygous for the same allele of a given gene
what is the amount of variation due to genetics in a monomorphic species of mouse
Vg=0 therefore all phenotypic variation is due to environment
what is an example of genetics and environment interacting
minerals in soil
genotype-environment association
when certain genotypes are preferentially found in a particular environment
broad sense heritability
all genetic variation that may affect the phenotype
narrow sense heritability
the heritability of a trait due to the additive effects of alleles
equation for narrow sense of heritability
Vg= Va +Vd+Vi
Va
the variance due to the additive effects of alleles
Vd
variance due to alleles that follow of dominant/recessive pattern of inheritance
Vi
the variance due to the effects of alleles that interact in an epistatic manner
what are differrent ways of estimating narrow sense heritability
measure a quantitative trait among groups of genetically related individuals, use this data to compute a correlation between the individuals, and calculate narrow sense heritability
What is the expected correlation for siblings
0.5
what is the expected correlation for identical twins
1.0
what is the expected correlation for uncle-niece relationships
0.25
who developed the method for counting the number of ridges within a human fingerprint
Kristine Bonnevie
what are the three different types of fingerprints
arch, loop, and whorl
what is the primary difference among the different types of fingerprints
the presence of the number of triple junctions each known as a triradius
what did Bonnevie find in her experiment
she found that ridge count correlations were relatively high in genetically related individuals
what is the hypothesis for sarah holt’s experiment
dermal ridge count has a genetic component and aims to determine the contribution of genetics in the variation of dermal ridge counts
what does a heritability value of 1 mean
that the amount of variation within this group is due to genetics
what does a value 0.6 mean
it means that 60% of the variation in IQ testing ability is due to genetic variation in a particular population in a particular environment
is heritability a individual or population concept
a population-wide value that pertains to variation
selective breeding (artifical selection)
the modification of phenotypes in plant and animal species of economic importance
what is the primary difference between artifical and natural selection
how the parents are chose which is either based on reproductive success and a breeder choosing individuals with traits that are desireable to humans
inbreeding
the selective breeder will often choose genetically related individuals as the parental stock
In the corn experiment what two groups were the plants divided into
members with the highest oil content and members with the lowest oil content
In the bristle number experiment what two groups were the flies sorted into
members with the highest bristle number and members with the lowest bristle number
In unselected populations what values are quantitative traits often at
intermediate value
selection limit
After many generations, the population will eventually become monomorphic for all or most of the desirable alleles in question and additional selective breeding will have no effect
what does R represent
response in the offspring to selection
what does S represent
selection differential in the parents