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Introduction to Genetics Darrh Bullock University of Kentucky

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Page 1: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Introduction to GeneticsDarrh Bullock

University of Kentucky

Page 2: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

The Model

Trait = Genetics + EnvironmentTrait = Genetics + Environment

Page 3: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Genetics

AdditivePredictable effects that get passed from generation to generation

Non-AdditivePrimarily dominance and genetic interactionsInfluenced by how genes match up

Page 4: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Crossbreeding

Page 5: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Why Crossbreed?

HeterosisAdvantage a crossbred has over the average of the parent breedsDue to non-additive genetics

Breed ComplementarityMatching breeds to fit each otherMatching breeds to fit the environment

Page 6: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Selection

Page 7: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Types of Traits

QualitativeQuantitative

Page 8: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Qualitative Traits

Usually controlled by one pair of genesUsually limited impact by environmentMost that we deal with have simple inheritance

Page 9: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Dominance/Recessive/Carriers

Black (B) is dominant to red (b)Homozygous dominant (BB = Black)Heterozygous (Bb = Black)

These animals are often referred to as “carriers”

Homozygous recessive (bb = Red)

Page 10: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Mating a Carrier to a Carrier

B b

B BBBlack

BbBlack

b BbBlack

bbRed

♂♂

♀♀BlackBlack

BlackBlack

Page 11: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Mating a Homozygous Dominant to a Carrier

B B

B BBBlack

BBBlack

b BbBlack

BbBlack

♂♂

♀♀BlackBlack

BlackBlack

Page 12: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Quantitative TraitsUsually controlled by many gene pairsUsually a large impact by environmentInteractions between genes and between genes and the environmentHeritability – the proportion of a trait that is controlled by additive gene action. The resemblance between parents and offspring, for a particular trait, due to genetics

Page 13: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Heritability

Trait h2

Reproduction

Production

Product

Low

Moderate

High

Page 14: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

History of Selection

Appearance

Page 15: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Appearance

Page 16: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment
Page 17: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment
Page 18: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

History of Selection

Appearance Pedigree Information

Page 19: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

History of Selection

Appearance Pedigree InformationData Collection

Page 20: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Body Composition

Page 21: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

History of Selection

Appearance Pedigree InformationData CollectionRatios

Page 22: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Ratios

Individual Weight Individual Weight

Contemporary Group AverageContemporary Group AverageX 100X 100

Page 23: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Contemporary Group 1Physics Test Score

Ratio = 86Ratio = 86

Page 24: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Contemporary Group 2Physics Test Score

Ratio = 116Ratio = 116

Page 25: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

History of Selection

Appearance Pedigree InformationMeasurable TraitRatiosBreeding Value

Pedigree and Phenotype

Page 26: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Expected Progeny DifferencesPhysics Score EPDsPhysics Score EPDs

25 Points25 Points

15 Points15 Points

5 Points5 Points

Page 27: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Has Selection Worked?

Genetic TrendsAll breeds show drastic changes in genetic merit of most traits.Indicate that simultaneous selection for antagonistic traits is possible.

Page 28: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Angus Genetic Trends

Page 29: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Genetic Evaluation Models

Basic Statistical Model

Phenotype = Genetic Merit +

Environment Effects + Unexplained Variation

Trait = Genetics + EnvironmentTrait = Genetics + Environment

Page 30: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Genetic Evaluation ModelsBasic Model

Phenotype –Environment Effects –

Unexplained Variation =

Genetic Merit

Page 31: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Genetic Evaluation ModelsBasic Model

Phenotype –Environment Effects =

Genetic Merit + Unexplained Variation

Page 32: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Unexplained Variation

ZeroZero

DataData AccuracyAccuracy

Page 33: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Potential Genetic Merit of Gametes Produced by a Bull

95 lbs95 lbs55 lbs55 lbs

75 lbs75 lbs

Page 34: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Mendelian Sampling

Cattle have 30 pairs of chromosome and a parent passes Cattle have 30 pairs of chromosome and a parent passes one from each pair one from each pair to a progeny.to a progeny.

1,073,741,8241,073,741,824

How many genetically different gametes (sperm or eggs) How many genetically different gametes (sperm or eggs) can a parent produce given this sampling process? can a parent produce given this sampling process?

Page 35: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Comparing Gametes Produced by Bulls with Differing EPDs

55 lbs55 lbs

95 lbs95 lbs35 lbs35 lbs

75 lbs75 lbs

Page 36: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

AccuracyYearling Weight Accuracy in Angus Bulls

.10 relates to a possible change value of 15 lbs.

75 ± 15 = 60 to 90.90 relates to a possible change value of 2 lbs.

75 ± 2 = 73 to 77

Page 37: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Unexplained Variation

ZeroZero

DataData AccuracyAccuracy

Page 38: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Selection Index

Weights traits according to economic importanceAllows comparison on single valueSelection index

= a1EPD1 + a2EPD2 + . . . + akEPDk

Page 39: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

Selection Index

Selection index = a1MPV1 + a2MVP2 + . . . + akMVPk

Combined Selection index = a1MPV1 + a2EPD2 + a3MPV3. . . +

akEPDk

Page 40: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

ConclusionsConclusions

Crossbreeding is an essential part of every commercial beef operation Selection should be made on traits that economically impact your herd

Page 41: Introduction to Genetics - NCBA · Genetics Additive ... Basic Statistical Model Phenotype = Genetic Merit + Environment Effects + Unexplained Variation Trait = Genetics + Environment

ConclusionsConclusions

There are multiple tools to assist in making selection decisions.

VisualEPDsGenomicsSelection Indices