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Polygenic Inheritance
Many genes influence
1 trait
, when >3 genes =
polygenic
Examples of polygenic inheritance
Head
shape in horses
Litter
size in pigs
Eggs
laid/day
Retrieving
ability in dogs
Genotype
(A)
dditive
, (D)ominance, (I)
nteractive
Environment (E)
Feeding
,
housing
, stress, disease
Phenotype
Genotype
+
Environment
Additive
Effects
Each allele adds to the effect of the
gene
Additive Effects
LLLLLL =
2200L
vs. llllll =
1400L
Interactive
Effects
Two
or more loci interact on one
trait
Interactive Effects
E locus = MC1R red or black
D locus =
dilute gene
(PMEL17)
Epistasis
A type of gene interaction in which one gene alters the
phenotypic
effects of another gene that is
independently
inherited
Hypostasis
Masked
gene
(in albinism it would be E)
Broad Sense Heritability
Genetic
variance over
phenotypic
variance
Narrow Sense Heritability
Additive
genetic variance over
phenotypic
variance
Heritability estimate
is based on how much relative resemble each other (compared to non-relatives)
Heritability levels
High
(>0.40): Growth traits (pig backfat, milk % butterfat, sheep wool length, ADG, feed efficiency)
Medium
(>.10<0.40): Function/behaviour traits (post-weaning gain, milk yield, time in thoroughbreds, weaning weight)
Low
(<0.10): Fertility/stamina/reproduction (egg hatchability, pig litter size, sheep conception rate)
Heritability
An assessment of how successfully or quickly a trait can be improved by
selection
Repeatability
Measures environmental variation within a single
genotype
Correction Factors for Comparison
Sex
Age of
dam
Age of
calf
Singleton vs.
twin
Individual Selection
Mass Selection
- based on
animal's
own performance, accurate if h2 high
Individual selection is
practical
if trait is measurable and shows
early expression
Ancestor Selection
Pedigree Selection
- based on weighted avg of relatives, useful when selection has to be made
before
candidates performance can be measured
Ancestor Selection
Milk yield
Ancestor Selection
Low
accuracy,
cheap
cost
Sib Selection
Relatively accurate if h2 is low,
expensive
, can come close to accuracy of individual selection, need
15-20
sibs
Progeny Selection
Very accurate, time consuming and
expensive
,
100
% possible if h2 is high
Maximum accuracy for selections
Individual =
71
%
Progeny =
100
%
Sib =
0.71
(full)
0.50
(half)
Ancestor =
low
EDP
Expected Progeny Difference
ETA
Expected Transmitting Ability
EBV
Estimated Breeding Value
BLUP
Best
Linear Unbiased
Prediction
Recurrent Selection
Specialized
progeny
selection to improve
crossbreeding
and develop a company "line"
Recurrent Selection
Pig
companies
Reciprocal Recurrent Selection
Specialized progeny selection to establish a
hybrid
line
Reciprocal Recurrent Selection
Poultry
Positive
Correlations
Milk
Yield: Protein Yield
Marbling
: backfat
Milk
yield: fat yield
Birth
wt.: yearling wt
Weaning
wt: ADG
Negative Correlations
Milk
yield: fat percent
Egg
: body weight
Eggs
: egg size
Calving
ease: birth wt.
Broiler size: fertility
Marbling
: lean yield
Independent Culling
Select for
minimum
value per characteristic, every animal >
minimum
for every trait
When to rebreed cow in herd
Must produce
calf
Must mother
calf
well
Must not be
dangerous
to owner
Tandem Selection
Selection for most important trait this season,
sequential
selection of traits,
efficient
if all traits are positively correlated
Index Selection
Use a formula to select for several
traits
,
emphasizing
some
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