HAL Id: hal-00893794
https://hal.archives-ouvertes.fr/hal-00893794
Submitted on 1 Jan 1989
HAL is a multi-disciplinary open access
archive for the deposit and dissemination of
sci-entific research documents, whether they are
pub-lished or not. The documents may come from
teaching and research institutions in France or
abroad, or from public or private research centers.
L’archive ouverte pluridisciplinaire HAL, est
destinée au dépôt et à la diffusion de documents
scientifiques de niveau recherche, publiés ou non,
émanant des établissements d’enseignement et de
recherche français ou étrangers, des laboratoires
publics ou privés.
The genetic response possible in dairy cattle
improvement by setting up a multiple ovulation and
embryo transfer (MOET) nucleus scheme
J. Ruane, C. Smith
To cite this version:
Original
article
The
genetic
response
possible
in
dairy
cattle
improvement by setting
up
a
multiple
ovulation
and
embryo
transfer
(MOET)
nucleus scheme
J. Ruane
C.
Smith
2
1 Institute of Animal
Physiology
and Genetics Research(ABRO),
West Mains Road,Edinburgh
EH9 3J0, UK;
2
University
ofGuelph,
Centre for GeneticImprovement
of Livestock,Guelph,
Ontario NIG 2Wi,Canada
(received
29 October 1987,accepted
17 June1988)
Summary —
Thegenetic
response in an efficient progenytesting
scheme,improving
at a constant annual rate of 0.103phenotypic
standard deviations, iscompared
to thatpossible
fromsetting
up amultiple
ovulation andembryo
transfer(MOET)
nucleus scheme at agiven
year zerousing
bullparents from this scheme as nudeus herd founder animals. Two MOET nucleus schemes are
described;
juvenile,
with selection before firstbreeding,
and aduft, with selection after first lactation. Four years of selection of bull sires are needed to set up the nucleus herds.Setting
up thejuvenile
nucleus herd is lesscostly
than the adult nucleus herd, sinceonly
2 years of selection of bull damsare needed instead of 4. With 8 progeny per donor
surviving
to selection in thejuvenile
nudeusscheme, the average
genetic
response of nudeus bulls and commercial cows bom at year 20 is 60% and 53%higher
than thecorresponding
response ofbreeding
males and commercial cowsbom in the same year if the progeny
testing
scheme is continued. With an aduft nudeus scheme,responses are 24% and 16%
higher.
Short-termgains
are more substantial from thejuvenile
than from the adult nucleus scheme. The discountedgenetic
response of the commercial herd, summedover the first 10 years, is
equivalent
for the adult nudeus and progenytesting
schemes, but is over40%
higher
for thejuvenile
nudeus scheme. When summed over the first 20 years, thejuvenile
scheme provesequally superior.
multiple
ovulation -embryo
transfer -dairy
cattle -genetic gain
Résumé — La
réponse génétique
renduepossible
par la mise enplace
de lasuperovulatlon
et du transfert
d’embryons
dans les noyaux de sélectlon chez les bovins laftiers. Laréponse
génétique
obtenue dans un schéma efficace de testage sur descendance,correspondant
à un tauxannuel de 0,103
écart-type phénotypique,
estcomparée
auxpossibilités apportées
par la mise enplace
de lasuperovulation
et du transfertd embryons
dans un noyau de sélection, en utilisant lespères
à taureaux dupremier
schéma comme animaux, fondateurs du noyau. Deux schémas sontenvisagés: juvénile,
où la sélection a lieuaprès
lapremière
lactabon. Il faut quatre ans de sélection despères
à taureaux pour constituer les noyaux. Il est moins coûteux de mettre enplace
letrou-peau
«juvénile»
que 1’«adulte» car deux années de sélection des mères à taureaux, au lieu dequatre, sont nécessaires. En supposant que 8 descendants par donneuse survivent dans le
nées la même année, 20 ans
après
la mise enplace
du schéma, sontrespectivement supérieurs
de 60 et de 53% par rapport à la
poursuite
du testage sur descendance. Avec le schéma adulte, les accroissements de laréponse
sontrespectivement
de 24 et de 16%. Lesgains
à court terme sontplus importants
avec le schémajuvénile.
Leprogrès génétique
actualisé sommé sur les dixpremières
années dans le troupeau commercial estéquivalent
au schéma de testage surdescen-dance, dans le cas du schéma adulte, mais est accru de 40% avec le
schéma juvénile,
Le schémajuvénile
s avère aussisupérieur
sur lapériode
de 20vingts.
superovulatlon -
transfertd’embryons -
bovinslaltlers - progrès génétique
Introduction
Few alternative
breeding
strategies
to rival the progenytesting
of sires indairy
cattlebreeding
have beenproposed
in thepast
(Hinks, 1978).
One which has received consi-derable attention in recent years wasproposed by
Nicholas(1979), using multiple
ovula-tion andembryo
transfer(MOE
T
)
within asingle
dairy
herd as a means to increaseres-ponse rates. This idea was elaborated
by
Nicholas and Smith(1983). They
showed that thesteady
state rate of response of MOET nucleus schemes could besignificantly
super-ior to that of an efficient progenytesting
scheme. Thesteady
state response rate is cal-culatedpresuming
that abreeding
programme has been carried out for a sufficientlength
of
time such that thepopulation
isimproving
at a constant rate. It could beargued
that this is not the relevantcomparison
tomake,
since progenytesting
schemes arealready
in
operation,
whereas MOET nucleus schemes areonly being
initiated now.In
dairy
cattlebreeding,
the effect of asingle
round of selection on thegenetic
merit of animals in latergenerations
is not constant-until many years after selection. Hill(1974)
proposed
that the response from the selection ofparents
be calculatedby multiplying
thegenetic superiority
ofparents
by
theproportion
of their genespresent
in latergenerations
(the
gene flowmethod).
The aim of thisstudy
is to use this method to evaluate the short andlong
termgenetic
response
possible
fromestablishing
a MOET nucleus herdusing
the best progeny tested bulls and bull dams and then
selecting
within the closed MOETbreeding
herd.Materials and Methods
The selection
goal
is economicmerit,
which is determinedprimarily by
milkyield
and sois taken to have a
heritability
value of 0.25 and arepeatability
of 0.5. Forsimplicity,
gene-ticgain
isexpressed
in standard deviation units(ap).
Progeny testing
schemeA conventional progeny
testing
scheme insteady
stateequilibrium
is described in Table 1.One hundred young bulls are progeny
tested
annually.
The best 12 are chosen for use onthe commercial herd after
being
evaluated on 50 effectivedaughters.
The best 4 areselected as bull sires. Each selected bull is used for 1 year
only.
It is assumed that 1% of cows are selected to be bull dams aftercompleting
3 fullrecords,
and that there is noRendel and Robertson
(1950)
showed that the annualgenetic
gain
(OG)
of abreeding
scheme in
steady
stateequilibrium
can be calculated from: ,where I and L refer to the
genetic superiorities
andgeneration
intervals of selectedani-mals,
and 8 and Crepresent
bulls and cowsrespectively.
Thus the averagegenetic
merit of alloffspring
born in year1,
resulting
from selection andmating
at year0,
can be set tozero
by subtracting
AG(L
BB
+L
BC
+L
CB
+Lcc )
from thegenetic superiorities
of theirparents. However,
because of thehigher genetic
merit of bullparents
over cowparents,
there is a difference
(0)
at birth in thegenetic
merit of males and females. Thus theave-rage merit of
breeding
males born is:The average merit of all females born is:
Thus the average merit of
breeding
males born at year one is D/2. These are matedto 10% of the commercial cow herd for progeny
testing.
The term commercial cow herd is used to define the 99% of cows that are not selected as bull dams.Thus,
their main role is inyielding
milk in their ownlifetime,
andthey
are not used to breed males in theThe average merit of commercial cows born at year 20 is:
MOET nucleus schemes
The 2 main schemes which propose
using
MOET to increase rates ofgenetic gain
arethe MOET nucleus schemes
(Nicholas
andSmith,
1983)
and the MOEThybrid
schemes(Colleau, 1985).
These have been reviewedby
Ruane(1988).
In the MOEThybrid
schemes,
females are selected on first lactationperformance
whilebreeding
males areprogeny tested. In the MOET nucleus
schemes,
males are not progeny tested but ins-tead are selected at anearly
age onfamily
information in the same way that the females are. In thisstudy,
we haveonly
investigated
thegenetic
response fromestablishing
aMOET nucleus scheme.
Nicholas and Smith
(1983)
examined 2types
of MOET nucleus schemes-adult andjuvenile.
In the adultscheme,
animals are selected after the first lactation. Males areeva-luated on their full
sibs’,
half sibs’ and dam’srecords;
females are evaluated on the sameinformation
plus
their own lactation record. In thejuvenile
scheme describedhere,
ani-mals are selected before firstbreeding using
notonly family
information of the dam asproposed by
Nicholas and Smith(1983) (i.e.
records on thedam,
her fullsibs,
her half sibs and herdam)
but also of the sire(i.e.
records on his fullsibs,
his half sibs and hisdam).
Thegeneration
intervals of the 2 schemes are 3.75 and 2 yrrespectively,
whichare
slightly longer
than those usedby
Nicholas and Smith(1983).
In
setting
up the MOET nucleusherds,
4 bull sires and 64 bull dams are selected asnucleus founder animals. Since the number of nucleus founder males is
equal
to the number of bull siresnormally
selected in the progenytesting
scheme,
theirgenetic
superiorities
areequal.
Although
the number of nucleus founder females is much smaller than the number of bull damsnormally
used toproduce
young bulls for progenytesting,
their
genetic superiorities
areconservatively
assumed to beequal.
This is to allow forfactors such as
possible preferential
treatement oftop
animals andavoiding
selection ofclosely
related cows.Responses
arecalculated
with 64 selected donorsproducing
4, 8
or 16 candidates forselection in the next
generation.
With 4 candidates perdonor,
the correlation of true withexpected
breeding
values forjuvenile
animals(males
or females),
adult males and adult females is0.42,
0.54 and 0.64respectively.
As the number of progeny perdonor
is rai-sed to16,
this correlation increasesby
= 10%.Assuming
a 50% survival rate of theembryo
to selection age, the total number ofembryos
transferred andrecipients
neededis
512,
1024 and 2048respectively.
With a 50% sexratio,
theproportion
of females selected asreplacement
donors is1/2,
1/4 and 1/8respectively.
In order to reduceinbreeding, only
1 male per fullsibship
iseligible
for selection. Amating
ratio of 16females per sire is used so the
proportion
of fullsibships
selected,
from which one male is chosenrandomly,
is 4/64.’
Selection intensities for MOET nucleus and progeny
testing
schemes are calculated under theassumptions
of an infinitepopulation
size and unrelated candidates forselec-tion. If the finite
population
size is accountedfor,
selection intensities would be reducedslightly.
Forexample,
in the adult scheme with 8 progeny per donor the selectionand 1.252. The
corresponding
reduction in annual response of all schemes would bequite
small(= 2%)
and of almostequal magnitude
for the nucleus and progeny testschemes.
Accounting
forgenetic
relationships
between candidates for selection is moreproblematic,
but would have agreater
effect on the MOET nucleus than the progenytes-ting
scheme.As in the progeny
testing
scheme,
12 nucleus bulls are selectedannually (the
best from64)
for use on the commercial herd for one year. The structure of the cowcommer-cial herd is taken from the British Milk Records survey 1981/1982 and is shown in Table II. In
evaluating
the response from MOET nucleus schemesusing
Hill’s(1974)
method,
the herd issplit
intoyearly
groups to makecomputation
easier. The methods ofsetting
up the 2 MOET nucleus
systems
are different and need to be consideredseparately.
Juvenile schemeNucleus founder animals are selected as described at years 0 and 1. Selection of the
resulting offspring
beforebreeding
is notpossible,
since no milk records areproduced
in the MOET nucleus herdby
that time. Since progeny tested sires areexpected
to have ahigher genetic
merit than unselected MOET nucleusmales,
they
are bred to 64 unselec-ted MOET nucleus females at years 2 and 3. Theoffspring
born(both
male andfemale)
can then be selectedusing
the first lactation records of the females and progeny testdata of the sires. From year 4 onwards the nucleus herd is
closed,
and from year 6 onwards evaluation of candidates for selection is based on nucleus herd informationonly.
This is shown inAppendix
1. Nucleus males are used on the commercial herd when 14Adult scheme
To establish the
herd, 4 rounds
of selection of nucleus founder males and females areneeded at years
0, 1,
2 and 3.However,
at year 3they
are selected(to
accommodate the gene flowmethod)
toproduce only
75% of the nucleusanimals,
theremaining
25%being
bred from within the nucleus. From year 4
onwards,
nucleus stock are selected on MOETnucleus information to breed all nucleus
replacements.
Nucleus sires are also selectedfor use on the commercial herd for one year, with a
generation
interval of 4.08 years.Calculation of
genetic
progressThis can be subdivided into 2
steps -
the calculation ofgenetic
progress from:1)
theearly
rounds of selection when the nucleus herd isbeing
established;
and2)
repeated
selection within the nucleus once the herd is established.
Selection within the closed nucleus herd is carried out
annually,
withoutoverlapping
of sires or dams between years, andgenetic
gains
were calculatedusing
the GFLOW pro-gramme(Brascamp, 1978)
of the Hill(1974)
gene flow method. Geneticgains
from theearly
rounds of selection were calculatedusing
a modified version of this program which accounted forchanges
in thepopulation
structure in theearly
rounds of selection whensetting
up the nucleus herd. These results were then added to those fromrepeated
selection. The response at year t
(r)
from oneearly
round of selectionalong
agiven
selection
pathway
is calculatedby:
where the
P,E
and Q matrices describerespectively
the movement of all genes in thewhole
population, along
thegiven
selectionpathway
andby ageing
alone in the wholepopulation (Hill, 1974).
The vector s defines thegenetic superiority
of selected animals. Asmall
example
to illustrate the method is shown inAppendix
2.For both MOET nucleus
schemes,
it is assumed that the nucleus founder males and females are ofequal
merit to the bull sires and bull dams from the progenytesting
sche-me.
Taking
the averagegenetic
merit of alloffspring
born in the progenytesting
schemeat year 1 as zero, then the
genetic
merit of nucleus founder sires at year 0 isI
BB
-
L
BB
Ag
+ D/2 = 0.49 and of nucleus founder dams at year 0 is-
I
CB
L
CB
Ag -
D/2 = -0.01.Since the progeny
testing
scheme is insteady
state, the merit of nucleus founder stock used increasesby
4 g each year. Thus forexample
the merit of nucleus founder sires selected at years1,
2 and 3 is 0.49 + A g, 0.49 + 2A g and 0.49 + 3A grespectively.
Similarly,
the merit of bulls used on the commercial herd at year 0 isI
BC
-
Lec !9
+ 0/2 =0.25 and of cows used to breed
replacements
at year 0 isI
CC
-
L
CC
A
g - D/2 =-0.72. In any commercialenterprise
thetiming
of returns can be crucial to its success. The process ofdiscounting
allows us to discriminate between short andlong
termgenetic
gains
so that the earlier thegains
areaccumulated,
thegreater
the discounted response.An inflation-free discount rate of 5% per annum, which also allows for
risk,
is used(Bird
Results
The
expected
genetic
response of nucleus males and commercial cows born after10,
20and 30 years for
4,
8 and 16 progeny per donor is shown in Tables III and IV for the adultand
juvenile
MOET nucleus schemesrespectively.
Results for 8 progeny per donor arealso shown in
Figures
1 and 2.The
importance
of ET success rates and herdmanagement
is shownby
thesignifi-cant increases in response achieved with
higher
numbers of progeny per donor. With4,
8 and 16 progeny per donor thepredicted superiority
ofjuvenile
nucleus bulls bom atyear 20 over
breeding
males born in the progenytesting
scheme is36, 60
and 81 %. Withthe adult MOET nucleus
scheme,
thefigures
are2,
24 and43%.
The commercial herdlags
behind the nucleus herd ingenetic
merit. Thecorresponding
figures
for thecommer-cial herd at year 20 are
33, 53,
and 70% for thejuvenile
and-1, 16
and 30% for the adultper
donor,
the costs ofrunning
the scheme also become moreexpensive.
Indeciding
what the
optimum
size of the scheme shouldbe,
account should be taken of the extra costs needed as well as thegreater
returnspossible
fromincreasing
thefamily
size.Further
comparison
between the schemes will be made with 8 progeny per donor. Thegap between the
predicted genetic
merit of animals bred from the nucleus and progenytesting
schemes increases withtime,
as shownby Figures
1 and 2. For the adultscheme,
the average merit of nucleus bulls born in the first 3 years is the same as thosebreeding
bulls born in the progenytesting
scheme. The nucleus bulls born at year 4 areslightly superior,
and from then onthey
becomeprogressively
better. Commercial cowsbred to nucleus sires exceed these bred to progeny tested sires from year 9 onwards. After
that,
the gap between themdiverges.
For the
juvenile
nucleusscheme,
response is far more substantial in theearly
years than with the adult scheme.By
year10,
thegenetic
response of newbornpotential
bree-ding
males is almost 50%higher
in the MOET nucleusscheme
than in the progenytes-ting
scheme. Thusby
year15,
the difference between them isequivalent
to about 10 0years’ genetic gain
of the progenytesting
scheme. This increasedgenetic
response ispassed
down to the commercial cow herd so thatby
year 15 the averagegenetic
merit atIn a MOET nucleus
scheme,
thesteady
state response to selectiondepends
only
on2
selection
pathways,
selection of sires to breed nucleusoffspring
and donors to breed nucleusoffspring.
Theexpected steady
state rates of annualgenetic
change
aregiven
in Table V. Insetting
up a nucleusscheme,
genetic
response in the nucleus herd fluctuatesin the
early
years beforestabilising
at thesteady
state rate of response. Inaddi!on,
it takeslonger
to stabilise in the commercial herd because of the time needed togene-tic response of MOET nucleus bred animals which
lags
behind thatexpected
if the scheme is inequilibrium
from the start.These time
lags
can bequantified by comparing
the responses calculated up to year10,
from years 11 to 20 and from years 21 to 30 with thoseexpected
over the same 3time
periods
if the nucleus schemes are insteady
stateequilibrium.
For thejuvenile
scheme with 8 progeny perdonor,
thegenetic gain
of nucleus males and females is 0.11 lO
p
(equivalent
to 0.63 yearssteady
stateprogress)
lower in the first timeperiod
than thesteady
state but no difference in response exists for the 2 laterperiods,
sinceby
then the scheme is inequilibrium.
However,
it takeslonger
to achievesteady
state responses in the commercial herd. The responses of commercial cows bred tojuvenile
sires are2.2 Ag
and 0.7dg
lower than thesteady
state responses over the first 2 timeperiods
respectively,
but areequal
for the third. Results are similar for the adult scheme. Geneticgain
of adult nucleus males and females is = 0.3 d g lower than thesteady
stategains
forthe first
period
but does not differ thereafter. Commercial cows bred to these adult nucleus siresyield
responses that are 1.6 d g and 0.5 d g lower over the first 2 timeperiods.
The
genetic lag
betweennucleus
animals(nucleus
males and females have the sameaverage
genetic
merit)
and commercial cows born in the same year increases with time untilequilibrium
is reached. Thesteady
stategenetic lags
aregiven
in Table Vi. Forcom-parison,
thegenetic lag
between youngbreeding
bulls and commercial cows born in the same year in the progenytesting
scheme is 0.47O
p
,
which isequivalent
to 4.6 years ofimprovement.
Thegenetic lag
in the MOET nucleus scheme is:where C refers to commercial cows. With the MOET nucleus
schemes,
thegenetic lag
is increasedquite significantly
due to the subdivision of thepopulation
into selected(nucleus
herd)
and non-selected(commercial
herd)
levels.The summed
genetic
merit of commercial cows born in the first 10 and 20 years of theMOET nucleus
schemes,
discounted to thepresent,
iscompared
to that from commercialcows in the progeny test scheme. The results are
given
in Table VII. With 8 progeny perdonor,
discountedgenetic
returns from thejuvenile
scheme are muchhigher
over the first 10 yearscompared
to returns from the progenytesting
and adult schemes which arewhile returns from the adult scheme are
slightly higher
than from the progenytesting
scheme.
Discussion
The results demonstrate that
genetic
response can be increasedsubstantially
within ashort time
by
setting
up a MOET nucleus schemeusing
thetop
animals from an efficientprogeny test scheme. The
larger
the nucleus scheme established(in
terms of thenum-ber of
embryos
transferred),
thegreater
thepredicted
response.The response of newborn nucleus animals is
superior
to that of newborn progeny testbreeding
bulls fromearly
onand,
as a consequence of the shortergeneration
intervals,
thissuperiority
ispassed
on to futuregenerations
of nucleus and commercial herd ani-mals morequickly
in thejuvenile
than in the adult scheme. Thusgenetic
response ismore
rapid
in both theearly
and late years from thejuvenile
scheme.Genetic
gains
achieved inpractice
arelikely
to be lower than thosepredicted
here for both the progeny test and MOET nucleus schemes. The reasons for the observed gapbetween
expected
and realisedgenetic gains
in progeny test schemes have been well discussed elsewhere(Van
Vleck, 1977;
Van Tassell and VanVleck,
1987).
The extensiveuse of
family
information combined with the smallpopulation
size in MOET nucleus schemes should result inhigher
inbreeding
rates(Burrows, 1984),
lower selectioninten-sities
(Hill, 1977)
andgreater
variation in the response to selection due togenetic
drift thanexpected.
Theseproblems
arelikely
to be much worse in thejuvenile
than in the adult scheme(Ruane, 1988).
The
largest
response inthe.early
years isexpected
to come fromsetting
up ajuvenile
rather than an adult MOET nucleus scheme. This also has the additional
advantage
ofrequiring
only
2 years of selection of nucleus founder females instead of 4. Apractical
system
may be to set up ajuvenile
nucleusscheme,
run it for agiven length
of time and then open the herd to newgenetic
material. Thissystem
should allowhigh
genetic gains
to be made in the
early
years as well asguarding against
theproblems previously
referred to.
However,
due to the increasedgenetic lag
of the commercial herd(see
Tablehigh genetic
merit for use in the nucleus herd. Thetrading
ofgenetic
material ofhigh
merit between different MOET nucleus schemes may be the
preferred
method ofintrodu-cing
novelgenetic
stock.Another alternative would be to
change
from ajuvenile
to an adult scheme after agiven length
of time. This could be donequite simply by
deferring
selection until the first lactations of the female candidates arecomplete.
Otherstrategies
exist and should beconsidered,
such as thepossibility
that instead ofselecting
both sexes onparental
pedi-gree from year 4 onwards in the
juvenile
scheme asdescribed,
females could be selec-tedusing
their ownperformance
with males selected onparental
pedigree.
In this
study
schemes werecompared chiefly
under theassumption
of 4daughters
and 1 son per donorsurviving
to selection. It should bepossible
to obtain such numbers in the adult scheme with ageneration
interval of 3.75 years.However,
atpresent
it maynot be
possible
to achieve thisfamily
size within the2-year
generation
interval described for thejuvenile
scheme,
sinceembryo
recovery rates are lower in immature donorscom-pared
to mature donors(Gordon,
1983).
Todate,
littleemphasis
has beenplaced
onimproving embryo
recovery rates in youngheifers,
and so considerable scope forimprovement
exists. Theability
toproduce large
numbers ofembryos
for research pur-posesby
methods such as in vitro fertilisation(e.g.,
Lu etat.,
1987)
should mean thatcurrent MOET sucess rates will be
improved
in the future.Smith and Ruane
(1987)
examined the merits ofusing
youngsires,
bredby
MOET and evaluated on full sister first lactationrecords,
in addition to older progeny tested sireson the commercial herd.
They
showed that thegenetic
merit of commercial semenusing
the
top
animals from both groups could be increasedby
10 - 20% in this manner. Thequestion
could be asked here whether it would be worthwhile to progeny test the youngnucleus bulls and then select the
top
12 bulls for commercial use from the young nucleusbulls evaluated on MOET nucleus information and the older nucleus animals evaluated on progeny test data. The answer seems to be no. With
4,
8 and 16 progeny perdonor,
the
genetic
merit of the 12 commercial bulls ishighest
when10, 11
and 12 youngjuvenile
nucleus bulls and
7, 8
and 9young adult
nucleus bulls arechosen,
respectively.
Thus further
testing
of MOET nucleus siresusing
progeny test informationproduces
few sires ofsufficiently high
merit to be selected for use on the commercialherd,
espe-cially compared
with youngjuvenile
sires. Inaddition,
with a MOET nucleusbreeding
scheme,
improvements
on the bull to breed commercial cowpathway
do not increase theannual rate of
genetic gain.
Thusfor
the adult scheme with 4 progeny perdonor,
when progenytesting
of MOET nucleus bulls has mostimpact,
the annual rate ofgenetic gain
of commercial cows remainsunchanged,
but theirgenetic
meritcompared
to nucleusanimals
(the genetic lag)
is reducedby
15%. Given the considerable costs of progenytesting
it isunlikely
that progenytesting
nucleus bulls for use on the commercial herdwould be worthwhile.
It may be useful to set up a nucleus
breeding
scheme indeveloping
countries which lack the infrastructure necessary to maintain an efficient progenytesting
scheme(Hinks,
1978;
Land,
1986).
Nucleus founder stock could be selected fromforeign
genepools (if
appropriate)
and theresulting
embryos
imported
to form the basepopulation. Assuming
no
genotype-environment
interaction,
theexpected genetic
response of bulls born at dif-ferent years is as shown in Tables III and IV. Thegenetic
response of commercial cowsConclusion
The short term
gains
fromsetting
up an adult MOET nucleus schemeusing
genetic
stock from an efficient progenytesting
scheme arequite
smallcompared
to thoseexpected
from
continuing
with the progenytesting
scheme,
but aresignificant
in thelong
term. Incontrast,
both the short andlong
termgenetic
gains
fromsetting
up ajuvenile
MOETnucleus scheme are
quite
substantial.Acknowledgments
We would like to
acknowledge
the help and encouragement of RobinThompson
and Brian McGuirk,and financial support from Premier Breeders, UK and from the Natural Sciences and
Engineering
Research Council and Semex Canada.References
Bird P.J.W.N. & Mitchell G.
(1980)
The choice of discount rate in animalbreeding
investmentapprai-sal. Anim. Breed. Abstr. 48, 499-505
Brascamp
E.W.(1978)
Methods on economicoptimisation
of animalbreeding plans.
Res. lnst. Anim.Husbandry,
Zeist, the NetherlandsBurrows P.M.
(1984) Inbreeding
under selection from unrelated families. Biometrics 40, 357-366Colleau J.J.
(1985)
Geneticimprovement by
ET within selection nudei indairy
cattle. Genet. Sel. Evol. 17, 499-538Gordon LR.
(1983)
ControlledBreeding
in Farm Animals.Pergamon
PressHill W.G.
(1974)
Prediction and evaluation of response to selection withoverlapping generations.
Anim. Prod. 18, 117-139
Hill W.G.
(1977)
Order statistics of correlated variables andimplications
ingenetic
selection pro-grammes. IResponse
to selection. Biometrics 33, 703-712 2Hinks C.J.M.
(1978)
Thedevelopment
of nucleus herd selection programmes indairy
cattlebree-ding.1.
Tier.ZuechtungsbioG
94, 44-54Land R.B. (1986) Note on the use of
biotechnology
for resource utilization. Proc. 3rd WorldCongress
on GenedcsApplied
to Livestock Production, Lincoln, 12, 500Lu K.H., Gordon I.,
Gallagher
M. & McGovem H.(1987) Pregnancy
established in cattleby
transferof
embryos
derived from in vitro fertilisation of oocytes matured in vitro. Vet. Rec.121, 259-260Nicholas F.W.
(1979)
Thegenetic implications
ofmultiple
ovulation andembryo
transfer in smalldairy
herds. Proa 30th Ann.Meedng
EAAP,Harrogate
Nicholas F.W. & Smith C.
(1983)
Increased rates ofgenetic
change
indairy
cattleby
embryo
trans-fer andsplitting.
Anim. Prod. 36, 341-353Rendel J.M. & Robertson A.
(1950)
Estimation ofgenetic gain
in milkyield
by selection in a closed herd ofdairy
cattle. J. Genet. 50,1-9Ruane J.
(1988)
A review of the use ofembryo
transfer in thegenetic improvement
ofdairy
cattle. Anim. Breed. Abstr. 56, 437-446Smith C. & Ruane J.
(1987)
Use of sibtesting
as asupplement
to progenytesting
toimprove
thegenetic
merit of commercial semen indairy
catGe. Can. J. Anim. Sci. 67, 985-990Van Tassell C.P. & Van Vleck L.D.
(1987)
Genetic selection differentials for fourpaths
of selection. 82nd Ann.Meeting
AmericanDairy
Science Assoc. ColumbiaVan Vleck L.D.
(1977)
Theoretical and actualgenetic
progress indairy
cattle. In: Proc. Int Conf.Appendix
1Setting
up thejuvenile
MOET nucleus scheme. M and F represent males and females; P and Nrepresent animals from the progeny
testing
scheme and MOET nucleus scheme. Thegeneration
interval is 2 years. Thegenetic
merit of animals isgiven
in the brackets.h and 1
2
are thegenetic
superiorities
of nucleus females and males used to breed nucleusoffspring respectively,
evaluatedon nudeus records of the dam and her