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Quantitative Genetics
University of Guelph MBG*3060: Final
136
Microbiology
Undergraduate 3
04/18/2016

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Term
A
Definition
Represents marker alleles at a marker locus.
Term
Additive (A)
Definition
A component of genotype. The goal is to determine it as accurately as possible. A measure of the sum of effects of individual alleles. Genes working together. The only component of genotype passed on in genetics.
Term
Anonymous marker panel approach
Definition
A common way to develop marker locations in QTL detection. Develop a panel of multiple markers, and scan the region, chromosome, or genome.
Term
ANOVA
Definition
A method of calculating heritability. There are three cases: half sibs, full sibs, and full and half sibs.
Term
Average allele effect (α)
Definition
Originally called allele substitution effect. The difference between α1 and α2. A population concept. Measure the average allele effect within a population. Can infer the effect of an alelel for an individual after measuring it in the population. The average affect on the phenotype of an allele at this locus. Not a molecular genetics concept; the term was invented before transgenics. Animals must be genotyped to determine α, or we can measure the average value of an individual's progeny. Based on the amount by which it differs from the midpoint of all alleles, and the number of alleles. More common alleles have greater impact on phenotype.
Term
Avro arrow
Definition
A supersonic fighter jet designed by Canadians.
Term
bO.P.
Definition
Slope of the offspring-parent regression.
Term
Basic model
Definition

Tests outbred populations. An ANOVA/regression based model. Simlpe t-test average.

Trait phenotype = mean + genotype + residual

Term
Beef
Definition
Quantitative traits include growth rate and calving ease.
Term
Bison
Definition
Before Europeans came to North America, there were more bison than there are cows in North America today. So it is unlikely that cattle are generating significant amounts of greenhouse gasses.
Term
Blood clotting
Definition
Interactions are not independent. A group of loci that have interactions with each other.
Term
Breeding value (BV)
Definition
The sum of allele effects for a genotype. Depends on allele frequencies and range of phenotypes associated with each genotype. Average BV is always 0, since the population mean is removed in calculations. If both homozygotes have the same proportion in the population, their breeding values are the same. Used in dairy breeding. Select animals with the highest breeding values. Represents the proportion of the animal's genome which is passed on. Used to predict phenotypes of the next generation.
Term
Broad sense heritability (H2)
Definition
Proportion of total variance that is genetic.
Term
Candidate gene approach
Definition
A common way to develop marker locations in QTL detection. Select a gene for physiological or biochemical reasons, identify it as a polymorphism within the gene. One at a time, select and target.
Term
Chickens
Definition
Have a short generation time, so often mass selection is used in breeding programs. Colour of the egg has no effect on its quality.
Term
Codominance
Definition
When the heterozygote phenotype is an intermediate of both homozygous phenotypes.
Term
Common ancestor
Definition
An ancestor which is an ancestor to both parents of an individual. Must have at least two descendants.
Term
Conformation
Definition
Similarity to the ideal individual of the variety. Looks at height, muscle structure, and bone structure.
Term
Correlated response (CR)
Definition
Response when we select for another trait. Happens when traits are controlled by some of the same loci. Useful for predicting responses for traits which are hard to measure. Example: height and weight.
Term
Cross-breeding
Definition
Increases additive variance. Breeding with individuals from other populations. Produces heterozygous hybrids.
Term
Cytogenetic map
Definition

Karyotype

Locates genes on chromosomes using FISH. Anchors linkage maps.

Term
Dairy
Definition
Quantitative traits include milk yield, protein yield, and conformation.
Term
DGAT
Definition
A gene which cost $5 million to sequence. It was on chromosome 14. A polymorphism in the non-coding region, slowing transcription of all alleles.
Term
Dickens
Definition
Prof. Robinson's old Norfolk terrier. He was not aggresive enough to compete in agility competitions.
Term
Direct response (DR)
Definition
Response when we select for a trait.
Term
Diurnal height difference
Definition
People are taller in the mornings. Remove this effect by measuring everyone's height at the same time of day.
Term
Dogs
Definition
Quantitative traits include conformation and trainability.
Term
Dominance (D)
Definition
A component of genotype. Specific to the animal, and is not passed on. A measure of the combined dominance effects of individual loci.
Term
Don't Bee an Ass
Definition

A really good name for a donkey farm that also has beehives.

*HINT* = this will be the bonus question

Term
Emma
Definition
Prof. Robinson's old Norfolk terrier. Short for "dilemma".
Term
Environment (E)
Definition

A component of phenotype. Has significant influence on phenotype. Make muleiple measurements of the phenotype to determine if it is permanent or temporary. All individuals in an area may be affected by one environmental factor.

Environment = Permanent + Temporary

Term
Epistasis
Definition
May change the way alleles are expressed.
Term
False Discovery Rate (FDR)
Definition
The probability that a hypothesis is right. Usually set at 5% threshold for analysis. Derived by sampling variance. Where the line goes above the FRD line, there are QTLs.
Term
Finite locus model
Definition
A small number of loci with large individual effects. More interest in each individual locus. Selection alters frequencies at specific loci in larger increments. Phenotype depends on genotype and environment.
Term
Fish
Definition
The only type of animal which does not have paternal hierarchy.
Term
FISH
Definition
Locates specific genes in a karyotype. Create a probe with a fluorescent protein attached to it.
Term
Fleece
Definition
All the wool removed from a sheep in the spring. It grows back in time for winter.
Term
Full and half sibs
Definition

Case 3

An ANOVA method of calculating heritability. Each sire is mated to d dams, and there are n progeny per dam.

h2 = (2(σ2s + σ2dam)) / (σ2e + σ2s + σ2dam)

Term
Full siblings
Definition
Share half of their genomes, but there is a chance that they have inherited the same alleles at some loci, producing dominance.
Term
Full sibs
Definition

Case 2

An ANOVA method of calculating heritability. Each sire is mated to 1 dam, and there are n progeny per dam. Applies to litter-bearing species.

h2 = 2σ2sire / (σ2sire + σ2e)

Term
Gel electrophoresis
Definition
Separates DNA pieces. An older method of genotyping. Not useful for genotyping large populations.
Term
Generation interval (L)
Definition
The amount of time for one generation. Average age of parents when offspring are born. In cattle, 4 - 7 years. In poultry, less than a year. In pigs, 1 - 2 years. In humans, 25 - 35 years.
Term
Genetic progress
Definition
The change in genotypic variance. Normally no progress in DD, because it depends on frequency of heterozygotes. All progress is usually in BV, if selection is for one allele. Always in relation to generation 0.
Term
Genetic response for length of time (ΔR)
Definition
The genetic response for the length of time required for one generation.
Term
Genotype (G)
Definition

A component of phenotype.

Genotype = Additive + Dominance + Interaction

Term
Genotypic value (G)
Definition

Breeding value plus dominance deviation.

G = A + D

Term
Genotypic variance (GV)
Definition

Frequency of genotypes added up to one, and each breeding value or dominance deviation is already deviated from a mean of zero.

GV = BV + DD

Term
Genotyping
Definition
Individual locus genotyping. Can be done using PCR.
Term
Haldane's Mapping function
Definition

Assumes no interference between loci.

C = ½ (1 - e-2m)

Term
Half sibs
Definition

Case 1

An ANOVA method of calculating heritability. Each sire is mated to n dams, and there are 1 offspring per dam. Applies to single-birth species.

h2 = 4σ2sire / (σ2sire + σ2e)

Term
Hand
Definition
A unit of measurement equal to 4 inches. The height of the ground to a horse's withers is its height, usually measured in hands.
Term
Haplotype
Definition
Found in gametes. One allele per loci. Only the addirive part of the genotype. A summary of many markers. Part of the analysis of markers.
Term
Heifer
Definition
A young female cattle.
Term
Heritability (h2)
Definition

Normal heritability

Proportion of total variance that is additive genetic. Half is transmitted from parent to offspring. Indicates the degree of genetic resesmblance between relatives and generations. Helps define how much genetic change would result from selection. Two methods of estimation: regression of Offspring (y) on Parent (x), and ANOVA analysis of phenotypes of specific relatives. To increase heritability, measure phenotype more accurately to reduce σE2, or increase additive variance by cross-breeding. Systematic changes due to environmental trends, inbreeding dpression, random shift, or small populations can affect estimates of heritability. Has no units: it is a ratio of two variances. Typically ranges from 0 to 0.5. If greater than 0.5, there is probably something affecting the result.

Term
Heterosis
Definition
Cross-breeding. Erases all accumulated homozygosity.
Term
High density marker panel
Definition
Photo-etched glass slides with "velcro" tags that grab matching DNA. Repeats 50 thousand to a million times! Grabbed DNA lights up spots to reveal the genotype. A canine chip has 38,000 genes.
Term
HHigh heritability
Definition
Over 35%. Includes size, stature, and fatness.
Term
Hinny
Definition
The offspring of a donkey jenny bred to a stallion. Mitochondrial DNA is that of a donkey.
Term
Holsteins
Definition
A breed of dairy cattle. Average fat yield is 3.6 - 3.7%. The top 100 Holstein bulls are deemed so based on MAS genotyping.
Term
Horses
Definition
Quantitative traits include racing speed and temperament.
Term
Hybrid model
Definition

A combination of infinitesimal and finite locus models. Looks at individual loci, and quantitative approach. A few loci of large effect and many loci of small effect. Looks at allele frequencies, and contributions of each individual loci. Phenotype is a combination of expression of large effect of few individual loci and small effect of many loci.

R = h2 + BV

Term
Inbreeding depression
Definition
There are health problems, leading to fertility issues. Has less impact in litter-bearing species.
Term
Incomplete dominance
Definition
When the heterozygote phenotype is an intermediate of both homozygotes, but closer to one of the homozygous phenotypes.
Term
Independence of loci
Definition
If all loci involved in genetic variation are independent of each other, then BV, ETA, σ2A, and σ2D, at the phenotypic level are the sum of effects at individual loci. Occurs if the loci are unlinked, or have no interactions.
Term
Individual loci
Definition
Analyze the effect of an individual locus on phenotype. Assume the locus works in conjunction with polygenes. Look at the allele effects individually: additive and dominance effects. Determine the incremental contributions of a locus to the value of an individual's genotype. Determine the incremental contribtions of this individual as a parent of the next generation.
Term
Infinitesimal model
Definition

A large number of loci with small individual effects. Doesn't worry about each individual locus. Selection alters frequencies at many loci in small increments. Phenotype depends on genotype and the environment.

R = Sh2

Term
Inky cap mushroom
Definition
A species with few or no crossover events in its entire genome.
Term
Insulin
Definition
A Canadian invention, developed by scientists Banting and Best.
Term
Interaction (I)
Definition

Epistasis

A component of genotype. Specific to the animal, and is not passed on. A measure of the combined interaction of all loci.

Term
Interference
Definition
Two loci close together have less likelihood of recombination.
Term
Jersey
Definition
A breed of dairy cattle. Average fat yield is 4.5%.
Term
Kosambi Mapping function
Definition

Allows for some interference between loci; non-random recombination. More conservative than Haldane's mapping function.

C = 0.5(e4m - 1) / (e4m + 1)

Term
Kyrie
Definition
Prof. Robinson's old Norfolk terrier. Won agility competitions and was very intelligent.
Term
Leghorn
Definition
A breed of chicken. Lays white eggs.
Term
Linkage map
Definition

Linkage groups based on lists of linked genes. Linear oder, and statistical differences. Determine differences between markers by pairwise distances. Based on statistics, assuming constant recombination rate across the map. Accuracy is affected by things that affect crossover rates: location on a chromosome (telomeres and centromeres have lower crossover rates), sex, and species. The computer arranges markers by linkage disequilibrium, looking at recombination rates.

1. Genotype multiple markers on the same chromosome.

2. Calculate all possible pair-wise distances.

3. Determine marker order based on distances.

Term
Litter size
Definition
Dependent on the average for the breed, and the individual. There are may factors that affect litter size. In pigs, NCOA1 can increase litter size.
Term
Low heritability
Definition
0% - 15%. Includes health, reproduction, fitness, behaviour.
Term
M
Definition
Represents marker loci. It is located inside the coding region, so that it is present when the gene is coded correctly.
Term
Marker assisted selection (MAS)
Definition
A new technology. Only 5% of big effect loci can be found with statistical significance. Genotyping individuals for many loci to calculate breeding value. Uses marker loci. The marker genotype is used to select individuals with the best linked QTL alleles. Used for traits wih low heritablity, sex-limited traits, traits that require the animal to die to be measured, and traits expressed later in life. Increases genetic progress with intensity, accuracy, variation, and time. Results vary; there may be less response or up to 50% in response. A 2 - 5% cost for hte same response; uses resources better, measures phenotypes only in the best potential candidates, and reduces generation interval. Standard procedure in major livestock species: dairy, beef, pigs. Can cost $100 - $300 per animal. Scientists must continue to find markers for selection purposes.
Term
Mastitis
Definition
A permanent environmental impact that causes damage to the udder, affecting milk yield for the cow's entire life.
Term
Maximum likelihood based model
Definition
Tests outbred populations. Calculate the most likely of the value of each allele given the observed phenotypes.
Term
Medium heritability
Definition
15% - 35%. Includes milk yield, protien yield, growth rate, feed intake, trainability, fat yield, and speed.
Term
Meishan
Definition
A pig breed. Produces many piglets, up to 32! A good fat source. There was an import of Meishan pigs to North America in the 1800s, so some of their genes are found in Western pig breeds.
Term
Mendelian sampling
Definition
Produces additive genetic variation, producing progeny that are not identical. Recombination during meiosis prophase. Can estimate Mendelian sampling components for large groups of progeny. The difference between the genetic value and mean expectations. The reason that siblings are not identical; sampling of genes when gametes are produced.
Term
Microsatellite
Definition
"Stutters" in the DNA. Used to be popular. Highly polymorphic, and expensive to locate.
Term
Midparent
Definition
The average of the phenotypes of both parents.
Term
Milk yield
Definition
A quantitative trait in dair. Has doubled over the last 50 years. Factors that affect it include appetite, digestive efficiency, and udder size. If you feed a good cow poorly, milk yield will be low. Can be measured in only one sex. As milk yield increases, lifespan of the cows decreases.
Term
Mitochondrial DNA
Definition
Inherited only from the mother. Part of the function for internal temperature.
Term
Mixed linear model
Definition
A method of calculating heritability. Accounts for related animals in the population structure.
Term
Molecular genetics
Definition
Figures out what genes are present.
Term
Molecular markers
Definition
Used in parentage testing, pedigree verification, DNA fingerprinting, studying similarities, differences, and diversity. Used to map major genes with qualitative and quantitative effects, and in selection decisions based on genotypes to introgress genes into a population. Select a gene as a candidate for study, and sequence the information. Scatter markers across a chromosome/genome; anonymous markers (high density SNP panels), no presumed connection to any function or trait. Comparative studies using well-documented species and homology to look for markers known in other species in your species of interest. Rare for a marker to be in a coding region, usually in an intron or promoter region. If it is in the gene, it doesn't affec the expression.
Term
Morgan
Definition
The distance of DNA at which there is an average of one recombination event per meiosis. The human and pig genomes have about 3,300 cM.
Term
Mule
Definition
The offspring of a mare bred to a donkey jack. Mitochondrial DNA is that of a horse.
Term
NCOA1
Definition
A gene with a polymorphism that distinguishes Mieshan pigs from Yorkshire pigs. Associated with a slight reduction in piglet birth weight. No significant association was found with litter size, but lighter piglets suggests a slight increase in litter size. The gene is required for ovulation. Located on the short arm of chromosome 3. Associated with oocyte number; upstream from a gene for estrogen.
Term
Norfolk terrier
Definition
Produce small litters because the puppies are large in comparison to the mother.
Term
Northern Dancer
Definition
A small racehorse who sired many progeny.
Term
Nuclear DNA
Definition
Inherited from the father and the mother.
Term
Offspring/midparent regression
Definition
A type of regression used to calculate heritability.
Term
Offspring/parent regression
Definition
A type of regresion used to calcualte heritability.
Term
Overdominance
Definition
When the heterozygote phenotype exceeds both of the homozygous phenotypes.
Term
Paternal hierarchy
Definition
When males are selected much more than females are. Due to AI or increased fertility.
Term
PCR
Definition
Detects a difference in DNA sequence for genotyping. Restriction endonucleases cleave the DNA at specific sequences. The DNA fragments are separated. Differences are coded as alleles.
Term
Permanent (EP)
Definition
A component of environment. Specific to the animal, and is not passed on.
Term
Phenotype (P)
Definition

What we observe. A function of genetics and the environment.

Phenotype = Genotype + Environment

Term
Phenotypic progress
Definition
Change in G and E. Assume no change in E, unless specified. Change in G is a change in GV. Always in relation to generation 0.
Term
Pigs
Definition
Quantitative traits include litter size and growth rate.
Term
Plymouth barred
Definition
A breed of chicken. Lays cream eggs.
Term
Population structure
Definition
It is good to have some structure in the population, which can be incorporated into analysis.
Term
Primer
Definition
Reversed DNA that sticks to sequences in teh genome. A slow, expensive method to genotype.
Term
Q
Definition
Represents the QTL. In most cases we never know what it is. Expensive to sequence.
Term
QTL detection
Definition
Uses include medial research, livestock improvement, ecology and evolution studies, and companion animals. The goal is to find a polymorphism in the genome associated with a distinct difference in phenotype within the region of the genome that is used as a marker. Concept is simple, but execution can be complex. Molecular genetic tools are used. Genotyping individuals for the marker locus, develop a method to visualize the DNA sequence. Early work used blood groups and proteins, but this was limited by antibodies. Develoepd a primer and enzyme combination to identify the target sequences containing polymorphisms, and to cleave the DNA to visualize it as fregments with different molecular weight. The challenge is to increase the number of loci, and reduce cost per genotype. All methods come down to comparing individuals with MM to individuals with mm. If the QTL and marker are linked, the comparison is equivalent to comparign QQ with qq. Can be affected by inheritance and population design.
Term
Quantitative genetics
Definition
Uses marker genotypes to select superior individuals.
Term
Quantitative trait
Definition
Can be quantified. Controlled by many loci. The degree of how loci affect phenotypes, and how they are inherited varies. Selection process is slower; not able to identify one good genotype. No specific gene or phenotype. Includes behaviour, and intelligence. Some are easier to measure, like milk yield.
Term
Quantitative trait locus (QTL)
Definition
A chromosome region controlling part of a trait. Not necessarily a gene. Most are discovered using markers. Usually an "unimportant" polymorphism. They normally do not genotype the QTL itself.
Term
R.A. Fisher
Definition
Created statistical tests.
Term
Racing speed
Definition
Many factors affect this trait. A horse can have a good training experience that causes its racing speed to increase.
Term
Rainbow trout
Definition
Has differential recombination rates by sex.
Term
Realized heritability
Definition
Generation response mean v.s cumulative selection differential. Classical selection experiments can estimate it. Another way to calculate heritabiltity. Add response over all generations, add selection overall generations, and find the ratio. It may take a long time to finish the experiment, and there may be problems with doing such long-term experiments.
Term
Recombination
Definition
Occurs less in telomeres and centromeres.
Term
Regression
Definition
Determines how related two variables are. Includes offspring/parent and offspring/midparent.
Term
Repeatability (t), (r)
Definition
The chance of getting the same phenotype again from the same individual. The proportion of the phenotypic variance that is due to permanent effects unique to the individual. The same phenotype is expressed by the same animal. Can never be a negative number because it is based on variances. Range is 0 - 1. A value of 1 indicates that temporary factors have no effect; almost nothing has a repeatability of 1. A value of 0 indicates that there is no genetic influence at all; only environmental effect. Can use it to preduct future phenotype, based on past observations.
Term
Response to selection (R)
Definition
Deviation of progeny from the original population average. Units are the same as phenotype. To increase R, increase S or increase h2. Negative if the breeding program is trying to decrease phenotype.
Term
Rhode Island Red
Definition
A breed of chicken. Lays brown eggs. Eggs are slightly larger.
Term
Secretariat
Definition
A horse that had huge stride length. A successful racehorse.
Term
Selection differential (S)
Definition
Average of selected parents, deviated from the population mean. Units are the same as phenotype. To increase S, select fewer individuals, but watch out for inbreeding. Use a standard normal distribution to find S for all possible situations. Negative if the breeding program is trying to decrease phenotype. Does not assume normality.
Term
Seoul G. Write
Definition
Developed early methods for calculating relatedness.
Term
Sexual dimorphism
Definition
It is accounted for in offspring-parent regressiosn by using the midparent.
Term
Single nucleotide polymorphism (SNP)
Definition
A type of marker. The most popular, most common, least expensive marker. Used currently. It is correlated with phenotype, but may not cause the phenotype.
Term
SNP chip
Definition
A glass media with tiny "fingers" of DNA that attach to matching DNA, which show as fluorescent blue, yellow, or red spots. Can genotype 38,000 SNPs in one pass.
Term
Standardized selected differential (i)
Definition
Depends on proportion of population selected, if we standardize the distribution. Used to represent selection intensity. The mean value of p. Assumes normality.
Term
Survival
Definition
A trait which is hard to measure; cannot breed animals after you measure lifespan. A correlated response is measured. In cows this could be milk yield.
Term
Tabular method
Definition
Created in 1949, to calculate relatedness of many individuals. At the time there were no computers to use for this.
Term
Temporary (ET)
Definition
A component of environment.
Term
Transmitting ability
Definition
Half the value of the breeding value. A measure of what is passed on to offspring. Used in beef breeding.
Term
Truncation pont (t)
Definition
The minimum phenotype in the selected group.
Term
Yorkshire
Definition

Large White

A common pig breed in the Western world. A good meat source.

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