Genetic Evaluations

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Genetic Evaluations

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Knee-Jerk Logic. Natural to think we should strive to become more efficient producers. We have been indoctrinated into using EPDs as tools to aid selection ... – PowerPoint PPT presentation

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Title: Genetic Evaluations


1
Genetic Evaluations Decision Support to
Improve Feed Efficiency
  • Dorian Garrick
  • Department of Animal Sciences
  • Colorado State University

2
Knee-Jerk Logic
  • Natural to think we should strive to become more
    efficient producers
  • We have been indoctrinated into using EPDs as
    tools to aid selection
  • Use WWD EPDs to increase weaning weight
  • CED EPDs to increase ease of calving
  • Therefore natural to want efficiency EPDs to
    become more efficient

3
Animal Breeding
Breeding Objective
Goal
Selection Criteria
Economic Analysis
Breeding SchemeDesign
Mating Plan
Dissemination System
4
Goal
  • Cow-Calf
  • (Future) profit from sale of weanlings produced
    from grazed (otherwise low-value) forage while
    enhancing wildlife and environmental factors
  • Ranch is the unit of interest
  • Feedlot
  • (Future) profit from finishing a pen or line of
    weanlings
  • considering food safety, environment, human
    health
  • Pen is the unit of interest

5
What do you do with the Goal?
  • Define the breeding or selection objective
  • List of traits that (directly) influence the goal
  • The relative emphasis of each trait in the list

6
List of Traits
  • Most producers can define this list more easily
    than the goal
  • Suppose our list includes
  • Outputs (eg total sale weight)
  • Inputs (eg purchased feed)
  • Efficiency (eg lbs net sale weight/lbs feed)
  • This list dictates the EPDs we desire

7
Index Approach
  • Simultaneously consider the EPDs for each trait
    in the list in terms of their contribution to our
    goal (profit)
  • INDEX r1EPDwt - r2EPDfeed r3EPDeffic

8
Relative Trait Emphasis
  • Relative Economic Value (REV)
  • Value of a unit change in that trait, all other
    traits in the list held constant
  • Separately calculate this value for sale weight,
    feed requirements, and efficiency

9
REV for Sale Weight
  • What is the value (increased profit) from a
    unit change in sale weight, with no changes in
    the other traits in our objective (ie feed
    requirements or feed efficiency)?

10
REV for Sale Weight
  • What is the value (increased profit) from a
    unit change in sale weight, with no changes in
    the other traits in our objective (ie feed
    requirements or feed efficiency)?
  • The answer is the sale price

11
Index Approach
  • INDEX (beef price) EPDwt - r2EPDfeed
    r3EPDeffic

12
REV Feed Intake
  • What is the value (increased profit) from a
    unit change in feed requirements, with no changes
    in the other traits in our objective (ie sale
    weight or feed efficiency)?

13
REV Feed Intake
  • What is the value (increased profit) from a
    unit change in feed requirements, with no changes
    in the other traits in our objective (ie sale
    weight or feed efficiency)?
  • The answer is the feed price

14
Index Approach
  • INDEX (beef price) EPDwt - (feed cost)
    EPDfeed r3EPDeffic

15
REV Efficiency
  • What is the value (increased profit) from a
    unit change in efficiency, with no changes in the
    other traits in our objective (ie sale weight or
    feed costs)?

16
REV Efficiency
  • What is the value (increased profit) from a
    unit change in efficiency, with no changes in the
    other traits in our objective (ie sale weight or
    feed costs)?
  • The answer is there is no change in profit

17
Index Value
  • INDEX r1EPDwt - r2EPDfeed r3EPDeffic
  • INDEX (beef price) EPDwt (feed cost)
    EPDfeed
  • We dont need an EPD for efficiency

18
REV Efficiency
  • Efficiency is therefore not an economically
    relevant trait (ERT) provided sale weight and
    feed intake are included in our objective
  • Efficiency is not a line item in our financial
    statements
  • Sale revenue and feed costs are line items
  • Efficiency is however a useful fundamental or key
    performance indicator (KPI)

19
Graphical Consideration of Issue
20
Points form an ellipse Shape of ellipse
dependsupon genetic correlation
21
O
Average Performance
22
O
Average Performance 650 lb / 4000 lb 0.1625
23
Feed Efficiency
  • Efficiency typically measures output divided
    by input
  • Big numbers are desirable
  • Lbs gain per lbs feed (eg 1/6 0.16 lb/lb)
  • Alternative is feed conversion rate
  • input over output
  • Small numbers are desirable
  • Lbs feed per lb gain (eg 6 lb/lb)
  • Rankings are equivalent

24
O
488 lb / 3000 lb 0.1625
Average Performance 650 lb / 4000 lb 0.1625
25
O
814 lb / 5000 lb 0.1625
488 lb / 3000 lb 0.1625
Average Performance 650 lb / 4000 lb 0.1625
26
Iso-efficiency Line
O
814 lb / 5000 lb 0.1625
488 lb / 3000 lb 0.1625
Average Performance 650 lb / 4000 lb 0.1625
27
Iso-efficiency
  • All animals on the line have the same efficiency
  • If efficiency was your goal, you would be equally
    happy with any of those animals

28
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29
O
Average Performance
Where do you want to move the average ?
30
O
Increased Sale weight Increases Revenue 0.86/lb
BWT 100/116 lb
Average Performance
31
Decreased feed costs 5.70 per 100 lb DM 1750 lb
costs 100
O
Increased Sale weight Increases Revenue 0.86/lb
BWT 100/116 lb
Where do you want to move the average ?
32
O
33
O
Iso-income line
34
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35
Most Profitable
Most Efficient
Least Efficient
Least Profitable
Do you want efficiency or profitability ?
36
Summary so far
  • We need good EPDs
  • For outputs (Sale weight Value)
  • For inputs (Feed intake, Health, Labor)
  • Selection on overall value that rewards output
    and penalizes inputs will increase efficiency
  • We dont need an efficiency (or conversion) EPD

37
Determining Feed Intake
  • Feed requirements are determined by
  • Maintenance requirements
  • Metabolic body weight, condition score, milk
    potential
  • Activity Climate (if not thermo-neutral)
  • Production
  • Gain, pregnancy, lactation, (replacements)
  • Unique (unknown) factors that differ from one
    animal to another (eg proton leak) (ie RFI)

38
Predicting Feed Intake
  • Could measure feed intake
  • Easier in a feedlot than extensive grazing
  • Subject to measurement other errors
  • Could predict expected feed intake from knowledge
    of productivity
  • Will account for most of the variation in feed
    requirements
  • Will not account for variation in efficiency
    known as residual feed intake or RFI

39
Index Value
  • INDEX (beef price) EPDwt (feed cost)
    EPDfeed
  • INDEX (beef price) EPDwt (feed cost)
    EPDpredicted feed (feed cost) EPDRFI

40
Index Value
  • If we dont have intake observations all animals
    will have the same EPD for RFI
  • Cannot predict it from correlated characters, as
    if we could, we can come up with a better
    predicted feed
  • RFI is the part of feed intake we cannot explain

41
National Perspective
  • With or without individual feed intake
  • Predict feed intake from performance
  • Dont need feed intake EPD per se
  • Depends upon for eg rate of gain
  • Account for the cost of predicted feed in
    decision support using performance ( repro) EPDs
  • With individual feed intake
  • Predict an EPD for residual feed intake
  • Account for the cost/saving of RFI along with
    predicted feed in decision support

42
Feed Intake Milestone
  • Before we get individual feed intakes
  • Use predicted requirements
  • For cow-calf
  • Need mature weights CS
  • Need heifer pregnancy stayability
  • Need Total Herd Recording (THR)
  • After we get individual feed intakes
  • Only change will be EPDs for RFI

43
Getting Feed Intake
  • No standards/guidelines for calculating feed
    intake
  • Role for BIF
  • No existing infrastructure for collecting feed
    intake
  • Role for Breed Association

44
Summary
  • Selection for profit requires measures of outputs
    and inputs
  • Dont need an EPD for efficiency or intake
  • Predict inputs from knowledge of production
  • Better estimates of cow-calf inputs require THR
  • Immediate opportunity to improve existing
    cow-calf recording practices and more fully
    account for expected feed requirements
  • Future opportunity to collect actual feed intake
    outcome will be RFI

45
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46
Alternative List of Traits
  • Suppose our list of traits had only included
  • Sale weight
  • Feed Efficiency

47
Economic Values
  • What is the value of a unit change in sale weight
    with no change in feed efficiency?
  • The answer is no longer the sale price

48
Sale Wt Economic Values
  • What is the value of a unit change in sale weight
    with no change in feed efficiency?
  • The answer is no longer the sale price
  • If sale weight increases, and efficiency of gain
    is unchanged, more feed will be required
  • The answer is the sale price less the cost of the
    feed required for the extra gain
  • But marginal and average efficiency may differ

49
Feed Effic Economic Values
  • What is the value of a unit change in feed
    efficiency with no change in sale weight?
  • The answer is not straightforward it depends
    upon the feed cost and the amount of feed
    consumed
  • We cant put a value on feed efficiency without
    considering feed intake
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