Title: Genetic Evaluations
1Genetic Evaluations Decision Support to
Improve Feed Efficiency
- Dorian Garrick
- Department of Animal Sciences
- Colorado State University
2Knee-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
3Animal Breeding
Breeding Objective
Goal
Selection Criteria
Economic Analysis
Breeding SchemeDesign
Mating Plan
Dissemination System
4Goal
- 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
5What 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
6List 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
7Index Approach
- Simultaneously consider the EPDs for each trait
in the list in terms of their contribution to our
goal (profit) - INDEX r1EPDwt - r2EPDfeed r3EPDeffic
8Relative 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
9REV 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)?
10REV 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
11Index Approach
- INDEX (beef price) EPDwt - r2EPDfeed
r3EPDeffic
12REV 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)?
13REV 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
14Index Approach
- INDEX (beef price) EPDwt - (feed cost)
EPDfeed r3EPDeffic
15REV 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)?
16REV 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
17Index Value
- INDEX r1EPDwt - r2EPDfeed r3EPDeffic
- INDEX (beef price) EPDwt (feed cost)
EPDfeed - We dont need an EPD for efficiency
18REV 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)
19Graphical Consideration of Issue
20Points form an ellipse Shape of ellipse
dependsupon genetic correlation
21O
Average Performance
22O
Average Performance 650 lb / 4000 lb 0.1625
23Feed 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
24O
488 lb / 3000 lb 0.1625
Average Performance 650 lb / 4000 lb 0.1625
25O
814 lb / 5000 lb 0.1625
488 lb / 3000 lb 0.1625
Average Performance 650 lb / 4000 lb 0.1625
26Iso-efficiency Line
O
814 lb / 5000 lb 0.1625
488 lb / 3000 lb 0.1625
Average Performance 650 lb / 4000 lb 0.1625
27Iso-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(No Transcript)
29O
Average Performance
Where do you want to move the average ?
30O
Increased Sale weight Increases Revenue 0.86/lb
BWT 100/116 lb
Average Performance
31Decreased 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 ?
32O
33O
Iso-income line
34(No Transcript)
35Most Profitable
Most Efficient
Least Efficient
Least Profitable
Do you want efficiency or profitability ?
36Summary 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
37Determining 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)
38Predicting 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
39Index Value
- INDEX (beef price) EPDwt (feed cost)
EPDfeed - INDEX (beef price) EPDwt (feed cost)
EPDpredicted feed (feed cost) EPDRFI
40Index 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
41National 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
42Feed 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
43Getting Feed Intake
- No standards/guidelines for calculating feed
intake - Role for BIF
- No existing infrastructure for collecting feed
intake - Role for Breed Association
44Summary
- 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(No Transcript)
46Alternative List of Traits
- Suppose our list of traits had only included
- Sale weight
- Feed Efficiency
47Economic 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
48Sale 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
49Feed 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