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Understanding Genetics For Use In Goat Production Dr. Dennis Onks Director Middle TN Research Understanding Genetics For Use In Goat Production Dr. Dennis Onks Director Middle TN Research Center University of Tennessee

PHENOTYPE AN ANIMAL’S VISUAL EXPRESSION OR PERFORMANCE IN ANY TRAIT The Phenotype is the PHENOTYPE AN ANIMAL’S VISUAL EXPRESSION OR PERFORMANCE IN ANY TRAIT The Phenotype is the outcome of Genetic Transfer as developed in a production Environment

PHENOTYPE Defined as the sum of the genetic and environmental variation The Genetic variation PHENOTYPE Defined as the sum of the genetic and environmental variation The Genetic variation accounts for 25% of The Phenotype while the Environment Accounts for 75%!

Sound Breeding Program Maximum Genetic Improvement occurs In a Herd Environment that allows the Sound Breeding Program Maximum Genetic Improvement occurs In a Herd Environment that allows the Improved Genetics to be Expressed

Sources of Environmental Variation 1. Weather 2. Land Topography 3. Structural Resources 4. Forages Sources of Environmental Variation 1. Weather 2. Land Topography 3. Structural Resources 4. Forages and Feeding 5. Health and Sanitation

Genetic Variation is the study of How Traits are Inherited • All body cells Genetic Variation is the study of How Traits are Inherited • All body cells contain “Blueprints” with instructions as to how an animal will look or act etc. • DNA or Deoxyribonucleic Acid contains the genes of traits in the double helix ribbons located in every cell

GENE The combination of genes are attached to chromosomes which guide the animal to GENE The combination of genes are attached to chromosomes which guide the animal to express A trait or response http: //library. thinkquest. org

Species differ in chromosomes Humans 23 pairs of chromosomes Cattle 30 pairs of chromosomes Species differ in chromosomes Humans 23 pairs of chromosomes Cattle 30 pairs of chromosomes Sheep 27 pairs of chromosomes Swine 19 pairs of chromosomes Chicken 39 pairs of chromosomes Goat 30 pairs of chromosomes Horse 16 pairs of chromosomes

How Traits are Inherited The science of ½’s since each living animal receives a How Traits are Inherited The science of ½’s since each living animal receives a Sample ½ of its genetics from its father and a sample ½ of its genetics from its mother. The process of halving is done by Meiosis

Gene Dominance One Gene overshadows The expression of its other pair (allele) (allele We’re Gene Dominance One Gene overshadows The expression of its other pair (allele) (allele We’re heterozygous (different) WW and Ww = White

Recessive Genes We’re Homozygous (the same) • The gene that is overshadowed by a Recessive Genes We’re Homozygous (the same) • The gene that is overshadowed by a dominant gene. Recessive genes can only be expressed when they both are present RED COAT COLOR = ww

QUALITATIVE TRAITS THAT ARE AFFECTED BY A SINGLE OR A FEW PAIR OF GENES QUALITATIVE TRAITS THAT ARE AFFECTED BY A SINGLE OR A FEW PAIR OF GENES COAT COLOR TEETH HORNS

QUANTITATIVE TRAITS AFFECTED BY NUMEROUS PAIRS OF GENES The thousands of genes present make QUANTITATIVE TRAITS AFFECTED BY NUMEROUS PAIRS OF GENES The thousands of genes present make countless combinations possible in an animal. Since genes are too small to identify individually, they express their presence by such outward effects as differences in growth, carcass or reproduction traits

Quantitative Traits (cont’d) Growth traits Birth weight Weaning weight Yearling weight Growth rate (ADG) Quantitative Traits (cont’d) Growth traits Birth weight Weaning weight Yearling weight Growth rate (ADG) Frame size Carcass traits Rib eye area Fat thickness Marbling Reproduction traits fertility/adaptability

Which buck has the best genetics for growth? Is the buck on the left Which buck has the best genetics for growth? Is the buck on the left bigger because he had better genetics for growth or because he was provided a better environment?

IMPROVEMENT OF ANY TRAIT DEPENDS: MEASURING DIFFERENCES IN A TRAIT ACCURATELY IDENTIFYING SUPERIOR INDIVIDUALS IMPROVEMENT OF ANY TRAIT DEPENDS: MEASURING DIFFERENCES IN A TRAIT ACCURATELY IDENTIFYING SUPERIOR INDIVIDUALS IN THE TRAIT USING SUPERIOR INDIVIDUALS AS PARENTS HOW HERITABLE THE TRAIT IS (heritability)

What is Selection? • Choosing animals to be parents for the next generation to What is Selection? • Choosing animals to be parents for the next generation to produce certain characteristics • Low Birth weight • Heavier Weaning Weight • Gaining Fast • Horned or Polled • Temperament • Better Eating Quality

Heritability(h 2) Percentage of the differences (measured or observed) in a trait between animals Heritability(h 2) Percentage of the differences (measured or observed) in a trait between animals that are transmitted to the offspring. Reproduction Low fertility, etc. Production Moderate growth Product High carcass (Heritability is a measure of how a trait will respond to selection)

Low Heritable Traits • • • Birth Interval Number Born Rear Legs Udder Support Low Heritable Traits • • • Birth Interval Number Born Rear Legs Udder Support Reproduction 5 -10% 15% 20% 15%

Moderately Heritable Traits • • Birth Weight Weaning Weight Yearling Weight Feed Conversion Quality Moderately Heritable Traits • • Birth Weight Weaning Weight Yearling Weight Feed Conversion Quality Grade Ribeye Area Muscling 30 -40% 20 -30% 40% 40 -45%

Highly Heritable Traits • • • Mature Weight Milk Fat Stature, Frame Carcass Weight Highly Heritable Traits • • • Mature Weight Milk Fat Stature, Frame Carcass Weight Scrotal Circumference 65% 55% 45 -50% 50%

Selection for traits is Impacted by the Correlation(r 2) Between Traits • Genetic Correlation Selection for traits is Impacted by the Correlation(r 2) Between Traits • Genetic Correlation measures the genetic association between traits • Phenotypic Correlation measures the local or environmental association between traits • Correlation ranges in value of +1. 0 to – 1. 0 (indicates the direction of association)

Phenotypic Correlations Body WT Kidding -. 50 Difficulty Length Heart Girth Backfat Loin Area Phenotypic Correlations Body WT Kidding -. 50 Difficulty Length Heart Girth Backfat Loin Area +. 92 Heart Girth +. 97 +. 87 +. 60 +. 45 +. 51 Loin Area +. 90 Scrotal +. 86 Circumference +. 74 +. 89 +. 79 +. 87 +. 77 +. 51 Backfat +. 67

Use of Heritability and Correlations • Selection for Weight makes moderate progress (h 2=40 Use of Heritability and Correlations • Selection for Weight makes moderate progress (h 2=40 -65%) • Positive Correlation (r 2=+. 50) between birth, weaning and carcass traits means Selection will result in increases in all three traits.

Use of Heritability and Correlations • Selection for Weight makes moderate progress (h 2=40 Use of Heritability and Correlations • Selection for Weight makes moderate progress (h 2=40 -65%) • Negative Correlation (r 2=-. 50) between Weight and Kidding Difficulty means Selection will result with increased Kidding Difficulty and birth, weaning and carcass weight.

Selection for the Industry • • • Consumer Packer Feeder Commercial producer Purebred Breeder Selection for the Industry • • • Consumer Packer Feeder Commercial producer Purebred Breeder • Each section may have differing trait criteria

CONSUMER • Price/ Value • Consistency • Holidays • Taste/ Flavor • Safety/ Health CONSUMER • Price/ Value • Consistency • Holidays • Taste/ Flavor • Safety/ Health

PACKER • Dressing Percent • Quality Grade • Yield Grade PACKER • Dressing Percent • Quality Grade • Yield Grade

FEEDER • Health • Gain • Feed Efficiency FEEDER • Health • Gain • Feed Efficiency

Commercial or Purebred Producer • Reproduction • Maintenance Cost • Growth – Weaning – Commercial or Purebred Producer • Reproduction • Maintenance Cost • Growth – Weaning – Yearling

ECONOMIC IMPORTANCE TRAIT RELATIVE IMPORTANCE REPRODUCTION 2 PRODUCTION 1 PRODUCT 1 ECONOMIC IMPORTANCE TRAIT RELATIVE IMPORTANCE REPRODUCTION 2 PRODUCTION 1 PRODUCT 1

Heritability (Heritability is a measure of how a trait will respond to selection) Reproduction Heritability (Heritability is a measure of how a trait will respond to selection) Reproduction Product Low Moderate High “or how well the offspring resemble their parents phenotype”

MEASURABLE TRAIT (Phenotype) • GENETIC EFFECTS – ½ GENETICS FROM BUCK – ½ GENETICS MEASURABLE TRAIT (Phenotype) • GENETIC EFFECTS – ½ GENETICS FROM BUCK – ½ GENETICS FROM DOE • ENVIRONMENTAL EFFECTS – WEATHER – NUTRITION – HEALTH – Etc.

Measures of Phenotype P = G + E Birth weights Weaning weights Yearling weights Measures of Phenotype P = G + E Birth weights Weaning weights Yearling weights Carcass Traits Reproductive traits Adaptability

Measures of Phenotype P = G + E Requires: 1. Identification of animals 2. Measures of Phenotype P = G + E Requires: 1. Identification of animals 2. Equipment to record trait measure 3. Record Keeping System 4. Computer with Spreadsheet is economical and recommended

Genetic Evaluations Phenotypes and Pedigrees Objective: convert data into genetic information for the purpose Genetic Evaluations Phenotypes and Pedigrees Objective: convert data into genetic information for the purpose of selection Separate genetic portion of phenotype from environment.

41 lbs • • 90 DAYS OLD ON FARM “A” BUCK 2 YR DOE 41 lbs • • 90 DAYS OLD ON FARM “A” BUCK 2 YR DOE 38 lbs • • 105 DAYS OLD ON FARM “A” BUCK 4 YR DOE WHAT ARE THE KNOWN ENVIRONMENTAL EFFECTS?

Known Environmental Effects 650 680 AGE - 15 DAYS + 15 DAYS AGE OF Known Environmental Effects 650 680 AGE - 15 DAYS + 15 DAYS AGE OF DOE 2 YR OLD 4 YEAR OLD FARM SAME

Adjusted 90 day wt. formula (Actual Wt - Birth wt) X 90 + doe Adjusted 90 day wt. formula (Actual Wt - Birth wt) X 90 + doe age adj. + birth wt Age in days Breed associations are calculating adjustments as they accumulate data from the breeders

Adjusted 90 day wt. (41 – 8) 90 days X 90 + 5 + Adjusted 90 day wt. (41 – 8) 90 days X 90 + 5 + 8 = 45. 999 Lbs. (42 – 7) X 90 + 7 105 days = 36. 999 Lbs.

Contemporary Group Ratios adj. 90 day wt 39 Buck A adj. 90 day wt Contemporary Group Ratios adj. 90 day wt 39 Buck A adj. 90 day wt 37 Buck B Herd Avg. = 36 Ratio = 39/36 Ratio = 37/36 108 102. 8 Useful for within herd selections but not between herds

We must expect differences between animals across different environments We must expect differences between animals across different environments

Future Genetic Evaluations Source of data Ancestors Collateral relatives Descendents Own performance Correlated traits Future Genetic Evaluations Source of data Ancestors Collateral relatives Descendents Own performance Correlated traits

(EPD)-Expected Progeny Difference • A prediction of the genetics a goat will pass on (EPD)-Expected Progeny Difference • A prediction of the genetics a goat will pass on to his kids, when compared to other goats within the breed • Takes into account the actual measurements, all ancestral measurements and environment • Not a perfect science, so use as a risk management tool

College Football BCS Purpose is to identify best college football teams Source of Data College Football BCS Purpose is to identify best college football teams Source of Data : AP ranking USA Ranking Record Strength of schedule etc. Ranking changes as more games are played

National Goat Evaluation Breed Specific Breed summaries report EPDs. Expected Progeny Difference And Breeding National Goat Evaluation Breed Specific Breed summaries report EPDs. Expected Progeny Difference And Breeding Values The American Boer Goat Association, American Dairy Goat Association, National DHI Program

Interpreting EPDs Provide a prediction of future progeny performance of one individual compared to Interpreting EPDs Provide a prediction of future progeny performance of one individual compared to future progeny of another individual within a breed for a specific trait. Allow one to compare or rank the genetic superiority of individual animals within a breed for a specific Trait. EPDs are reported in the actual unit that the trait is Measured (Lbs. for growth traits). They can be positive or negative numbers

Effective EPDs: Examples • Scrotal Circumference (SC) High SC bucks sire does with earlier Effective EPDs: Examples • Scrotal Circumference (SC) High SC bucks sire does with earlier Puberty • Birth Weight (BW) Low BW bucks have more live kids • Average Daily Gain (ADG) Allows choice for replacements or sale of weanlings • Carcass Merit (CM) Allows choice for direct or wholesale Marketing

Avg. Avg Array of genetic value of an individual (EPD), adjusted trait performance Avg. Avg Array of genetic value of an individual (EPD), adjusted trait performance

Difference in Array for two Bucks Full Brothers have a sample 1/2 genetics of Difference in Array for two Bucks Full Brothers have a sample 1/2 genetics of buck & of the doe but Not necessarily the exact same genetics

HOW ABOUT a BREAK? HOW ABOUT a BREAK?

How do you use genetic tools in a selection program ? Start by using How do you use genetic tools in a selection program ? Start by using available information Evaluate Goat Breed Characteristics that Appear to fit your marketing plan

Average Breeding Values of Six Dairy Goat Breeds Breed Milk Fat Protein Alpine 0 Average Breeding Values of Six Dairy Goat Breeds Breed Milk Fat Protein Alpine 0 0. 0 La. Mancha -114 -0. 7 -1. 3 Nubian -531 4. 4 -1. 9 Oberhasli -476 -15. 7 -14. 3 Saanen 60 0. 8 1. 9 -6. 4 -. 35 Toggenburg -18

Alpine La. Mancha Nubian You would expect 114 and 531 pounds less milk From Alpine La. Mancha Nubian You would expect 114 and 531 pounds less milk From La. Mancha and Nubian as compared to Alpine

Oberhasli Saanen Toggenburg When compared to Alpine, you would expect 60 lbs more Milk Oberhasli Saanen Toggenburg When compared to Alpine, you would expect 60 lbs more Milk for Saanen, 476 lbs less milk from Oberhasli and 18 lbs less milk from Toggenburg

Infant Meat Goat Industry • Breed Associations are growing • Members are sending data Infant Meat Goat Industry • Breed Associations are growing • Members are sending data through membership • Information is increasing • Most selections must come from individual and herd data

Infant Meat Goat Industry • Majority of information reports data on Spanish (brush), Boer, Infant Meat Goat Industry • Majority of information reports data on Spanish (brush), Boer, Kiko, San Clemente, Myotonic (fainting) and crossbreds • This data provides ranges for comparison • Emerging breed associations will help supply needed breeding values

KIKO Spanish Common Meat Goat Breeds BOER San Clemente KIKO Spanish Common Meat Goat Breeds BOER San Clemente

Boer Buck Performance Test (Langston Univ. & Okla. State Univ. , 2004) Total Gain Boer Buck Performance Test (Langston Univ. & Okla. State Univ. , 2004) Total Gain (lbs) 53. 1 27. 5 -68. 2 Average Daily Gain (lbs per day) 0. 63 0. 33 -0. 81 Feed Efficiency (lbs of feed per lb of gain) 6. 8 5. 1 -9. 3 Loin eye area (square inches) 1. 95 1. 29 -2. 54

Growth Performance (Langston Univ. , 2003) DM intake (lb/day) Avg Daily Gain (lb) Feed Growth Performance (Langston Univ. , 2003) DM intake (lb/day) Avg Daily Gain (lb) Feed Efficiency (adg/dm feed) Alpine 1. 56 0. 13 0. 339 Angora 1. 05 0. 13 0. 61 Boer 1. 53 0. 19 0. 559 Spanish 1. 13 0. 08 0. 32

Carcass Performance (Texas A&M Univ, 1999) Feedlot Range Live Wt 83. 97 45. 12 Carcass Performance (Texas A&M Univ, 1999) Feedlot Range Live Wt 83. 97 45. 12 73. 74 40. 52 Carcass Wt 47. 78 22. 0 42. 33 19. 25 Back Fat . 047 . 012 . 028 . 012 Type 11. 42 3. 25 8. 33 1. 83 Marbling 3. 35 1. 70 3. 06 1. 80

Angora Cashmere Common Fibre Goat Breeds Angora Cashmere Common Fibre Goat Breeds

Mohair Production & Value Year 2003 Goats Production Price per Value of Clipped Unit Mohair Production & Value Year 2003 Goats Production Price per Value of Clipped Unit Production (1000 hd) (1000 lbs) (US $) (1000 $) 283 2, 174 1. 58 3, 435 2002 283 2, 174 1. 58 3, 432 2001 402 2, 628 4. 00 10, 609 2000 444 2, 896 3. 00 10, 016 1999 700 5, 045 2. 00 12, 562 1998 931 6, 814 2. 00 15, 341

Putting it Together at this Point • • • Develop Marketing Plan Use Breed Putting it Together at this Point • • • Develop Marketing Plan Use Breed Characteristics Evaluate Breeding Values Gather herd performance data Compare Animal Performance Develop Record System

Genetic Selection or Breeding Plans Interpreting Adjusted Performance Traits These tools predict the average Genetic Selection or Breeding Plans Interpreting Adjusted Performance Traits These tools predict the average value of genetic ability offered by an animal.

Available Breeding Tools • First: Pedigree Evaluations • Second: Use of Heterosis • Third: Available Breeding Tools • First: Pedigree Evaluations • Second: Use of Heterosis • Third: Trait Calculation & Indexes

100 Different Breeds of Goats Worldwide 100 Different Breeds of Goats Worldwide

Use Genetic Tools and Breeding Values or EPDs When Available Identify bucks that will Use Genetic Tools and Breeding Values or EPDs When Available Identify bucks that will contribute to Improvement in economically important traits

PERFORMANCE BENCHMARKS What is the current level of herd performance? What direction (if any) PERFORMANCE BENCHMARKS What is the current level of herd performance? What direction (if any) should the herd move?

Single Most Important Trait In The Goat Industry ? ? Single Most Important Trait In The Goat Industry ? ?

REPRODUCTION REPRODUCTION

THIRD Measure of Production/ Reproduction Lbs kid weaned / doe exposed = % kid THIRD Measure of Production/ Reproduction Lbs kid weaned / doe exposed = % kid crop weaned X avg. wn. Wt. Prorates total lbs. kid weaned across all does maintained Best measure of productivity

THIRD Lbs. Kid Weaned / Doe Exposed % kid crop Avg. W. W. Lbs. THIRD Lbs. Kid Weaned / Doe Exposed % kid crop Avg. W. W. Lbs. / doe 120 39 46. 8 105 39 40. 9 95 85 39 39 37. 1 33. 2

Where Can I Find Quality Data ? Individual herd Owners Breed Associations National Dairy Where Can I Find Quality Data ? Individual herd Owners Breed Associations National Dairy Program

Establish Benchmark of Production Determine which traits need improvement Select for that trait(s) BW= Establish Benchmark of Production Determine which traits need improvement Select for that trait(s) BW= birth weight WW= weaning weight SC= scrotal circumference Adaptability

Identify How to Use Different Bucks for Different Purposes Produce Replacement Does Terminal Cross Identify How to Use Different Bucks for Different Purposes Produce Replacement Does Terminal Cross Bucks Kidding Ease Bucks Carcass Merit Bucks

Remember Genetic Correlations (Antagonisms) §Milk production, Growth rate (size) § vs. Fertility § vs. Remember Genetic Correlations (Antagonisms) §Milk production, Growth rate (size) § vs. Fertility § vs. Maintenance requirements §Quality vs. Red Meat Yield §Growth rate and Calving ease §Birth weight vs. Yearling weight

Use Trait Qualities Heritability Heterosis Reproduction (fertility) LOW HIGH Production (growth) MODERATE Product (carcass) Use Trait Qualities Heritability Heterosis Reproduction (fertility) LOW HIGH Production (growth) MODERATE Product (carcass) HIGH LOW

A B C D -1. 1 22 18 43. 48 Which is the “BEST A B C D -1. 1 22 18 43. 48 Which is the “BEST Buck”?

Pick Your Buck B A B=10, W=35, S=39, M=130 B=12, W=42, S=40, M=155 C Pick Your Buck B A B=10, W=35, S=39, M=130 B=12, W=42, S=40, M=155 C 5. 7 47 11 90. 09 D -1. 1 22 18 43. 48 B=11, W=38, S=33, M=160 B=15, W=45, S=41, M=170 Brth Ww SC Breed Avg. 11. 5 42 33 M 150

GOOD BUCK? Don’t Buy a “Billy in a Cart” USE A Source of Quality GOOD BUCK? Don’t Buy a “Billy in a Cart” USE A Source of Quality Information

Preliminary Selection on Performance Then FOCUS on: -Structural Soundness -Temperament -Scrotal Circumference -ect Preliminary Selection on Performance Then FOCUS on: -Structural Soundness -Temperament -Scrotal Circumference -ect

STRUCTURAL SOUNDNESS Skeletal design & how well the bones support the animal’s body Related STRUCTURAL SOUNDNESS Skeletal design & how well the bones support the animal’s body Related to Longevity And Adaptability FEET LEGS

Correct Structures Angle of Pastern is usually the same as Angle of Shoulder Correct Structures Angle of Pastern is usually the same as Angle of Shoulder

Breeding Systems § Develop your Marketing Plan § Choose your breeds: Breeding Values and Breeding Systems § Develop your Marketing Plan § Choose your breeds: Breeding Values and Characteristics In a crossbreeding system, balance the characteristics of the breeds used. § Choose Bucks with performance data. Use EPDs when available. §

Crossbreeding Considerations • Systematic crossbreeding has benefits. –Heterosis; Complementarity • Planning is critical. –Use Crossbreeding Considerations • Systematic crossbreeding has benefits. –Heterosis; Complementarity • Planning is critical. –Use EPDs when available. • Crossbreeding is NOT a substitute for poor management.

Action Plan Selection Considerations §Use Breeding Values as a selection tool when available. §Target Action Plan Selection Considerations §Use Breeding Values as a selection tool when available. §Target kidding difficulty, growth and doe size genetics to match environment. §Know your market --- what your herd will “produce” Know your market --§Adopt a “consumer-focused” mindset towards carcass “consumer-focused” merit (avoid misfits). §Characterize strengths and weaknesses.

Consumers will shape our future and set the Pace! Consumers will shape our future and set the Pace!