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The following represent archived
articles that were previously printed in the Simmental Country
magazine.
The Basics of Multi-Breed
Evaluation
The Canadian and
American Simmental Associations conduct a North American Multi-Breed
genetic evaluation on a semi-annual basis. In other words, every 6
months the two countries pool their data together, access the latest
information from other contributing populations to the Simmental and Sim-influenced
genetic pool, and then conduct an EPD evaluation.
The first step in
evaluation is combining the datasets. This means that we combine the
Canadian data with the US data in one large computer file. The key step
here lies in identifying animals between the populations, such as AI
sires that are used across countries. A separate file of these animals
is maintained and is updated on a regular basis. This file tells the
evaluation that Simmental Bull 1234 in
Canada
is the same animal as Simmental Bull 4567 in the
US.
The next step is
editing. Basically this means removing records that are in error. For
instance a weaning weight of 1500 pounds would be removed from the data
file. Animals with other obvious errors such as those that are born as
a male and weaned off as a female would also be removed at this stage.
Another primary edit is to remove data that is collected outside of the
allowable age ranges. Examples of this would include such things as a
weaning weight collected on an animal that is 300 days old, or yearling
weights collected on long yearling bulls. This is why sending neat and
clean performance records to the CSA is so important, as raw data from
many animals has to be excluded at this stage of the evaluation.
The next step is to
adjust the data for things such as age of dam, and age of the calf when
weighed. This is identical to the process used when calculating
adjusted weights, although the formula used is slightly more complex.
As well, adjustments are made for the effects of heterosis.
The system then
formulates contemporary groups. This is one of the most important steps
in genetic evaluation. A contemporary group is comprised of animals of
the same sex and similar age that have been raised in the same
environment (management group). Evaluations work by making comparisons
of animals in contemporary groups. Direct comparisons of phenotype are
only made within contemporary groups. Because genetic evaluation uses
comparisons, contemporary groups must have at least 2 animals in them
and there must be some variation or differences between the animals.
Often data will be lost at this stage due to single animal contemporary
groupings. There may be no other animals within the herd that are
directly comparable to an animal, and the animal cannot be compared to
itself so the data for the animal must be removed from the evaluation.
This is part of why
proper management groups and associated performance herds are important
when submitting data. It allows the evaluation to most properly compare
animals, and ensures that performance data from animals raised in the
same environment is compared.
So
How Does Multi-Breed Fit In?
In order to include
animals from other populations outside of the North American Simmental,
there must be strong pedigree ties and performance data from reciprocal
mating. In other words, there must be enough links between populations
that the populations can be accurately compared. This is what the USDA
MARC Germplasm Evaluation program has provided for several of the major
breeds in use in North America (http://www.marc.usda.gov/).
Prior to each evaluation
the most current EPD from the other breed association are used to update
the non-Simmental animals in the pedigrees. These EPD from the other
breed are then adjusted to a Simmental equivalent using the most recent
USDA MARC across breed adjustment factors (http://www.marc.usda.gov/cattle/gpe/AB_EPD2005News.pdf).
As well, the accuracy value of the EPD is capped at 0.60, even if the
contributing EPD has a much higher accuracy. This allows the progeny
data in the Simmental database to have an impact on the resulting EPD
from the Simmental evaluation. This approach is similar to those used
by other organizations involved in multi-breed evaluation.
Further adjustments are
also made to the progeny data to account for the effects of hybrid
vigour and maternal effects.
Example:
An Angus sire is mated
to Simmental females. The Angus sire has BW and WW EPD of 2.5 (0.99)
and 45 (0.99) respectively. Using the 2005 adjustment factors, we would
subtract 5.9 pounds from BW and 22.8 pounds from WW. The sire would
enter the evaluation with Simmental equivalent EPD of BW -3.4 (0.60) and
WW 22.2 (0.60) as its starting point.
If the sire’s calves are
in valid contemporary groups, the Angus sire’s EPD may move up or down
depending on the performance of his calves.
Putting It All Together
The evaluation works
like a big spiderweb. It uses contemporary group information to extract
environmental influence and look at the genetic component of differences
between animals. Since animals are a combination of genetics
interacting with the environment and the environment is effectively
removed, it is then possible to compare these genetic differences across
herds using pedigree ties.
The end result is a set
of EPD that describe relative genetic differences across the North
American Simmental population.
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