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Wednesday, November 19, 2008
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White Paper
The Ins and Outs of Pedigree Analysis, Genetic
Diversity, and Genetic Disease Control
by Jerold S. Bell, D.V.M.
(This is an updated version of an
article that originally appeared in the American Kennel Club Gazette
in September 1992 entitled, "Getting What You Want From Your
Breeding Program.") It is reprinted by MBFS with Dr. Bell's
permission.
As dog breeders, we engage in genetic "experiments"
each time we plan a mating. The type of mating selected should
coincide with your goals. To some breeders, determining which traits
will appear in the offspring of a mating is like rolling the dice -
a combination of luck and chance. For others, producing certain
traits involves more skill than luck - the result of careful study
and planning. As breeders, we must understand how we manipulate
genes within our breeding stock to produce the kinds of dogs we
want. We have to first understand dogs as a species, then dogs as
genetic individuals.
The species, Canis familiaris, includes all breeds
of the domestic dog. Although we can argue that there is little
similarity between a Chihuahua and a Saint Bernard, or that
established breeds are separate entities among themselves, they all
are genetically the same species. While a mating within a breed may
be considered outbred, it still must be viewed as part of the whole
genetic picture: a mating within an isolated, closely related,
interbred population. Each breed was developed by close breeding and
inbreeding among a small group of founding canine ancestors, either
through a long period of genetic selection or by intensely
inbreeding a smaller number of generations. The process established
the breed's characteristics and made the dogs in it breed true.
When evaluating your breeding program, remember that
most traits you're seeking cannot be changed, fixed or created in a
single generation. The more information you can obtain on how
certain traits have been transmitted by your dog's ancestors, the
better you can prioritize your breeding goals. Tens of thousands of
genes interact to produce a single dog. All genes are inherited in
pairs, one pair from the father and one from the mother. If the pair
of inherited genes from both parents is identical, the pair is
called homozygous. If the genes in the pair are not alike, the pair
is called heterozygous. Fortunately, the gene pairs that make a dog
a dog and not a cat are always homozygous. Similarly, the gene pairs
that make a certain breed always breed true are also homozygous. .
Therefore, a large proportion of homozygous non-variable pairs -
those that give a breed its specific standard - exist within each
breed. It is the variable gene pairs, like those that control color,
size and angulation, that produce variations within a breed.
Outbreeding brings together two dogs less
related than the average for the breed. This promotes more
heterozygosity, and gene diversity within each dog by matching pairs
of unrelated genes from different ancestors. Outbreeding can also
mask the expression of recessive genes, and allow their propagation
in the carrier state.
Most outbreeding tends to produce more variation
within a litter. An exception would be if the parents are so
dissimilar that they create a uniformity of heterozygosity. This is
what usually occurs in a mismating between two breeds. The resultant
litter tends to be uniform, but demonstrates "half-way points"
between the dissimilar traits of the parents. Such litters may be
phenotypically uniform, but will rarely breed true due to the mix of
dissimilar genes.
A reason to outbreed would be to bring in new traits
that your breeding stock does not possess. While the parents may be
genetically dissimilar, you should choose a mate that corrects your
dog's faults but phenotypically complements your dog's good traits.

It is not unusual to produce an excellent quality
dog from an outbred litter. The abundance of genetic variability can
place all the right pieces in one individual. Many top-winning show
dogs are outbred. Consequently, however, they may have low
inbreeding coefficients and may lack the ability to uniformly pass
on their good traits to their offspring. After an outbreeding,
breeders may want to breed back to dogs related to their original
stock, to increase homozygosity and attempt to solidify newly
acquired traits.
Linebreeding attempts to concentrate the
genes of a specific ancestor or ancestors through their appearance
multiple times in a pedigree. The ancestor should appear behind more
than one offspring. If an ancestor always appears behind the same
offspring, you are only linebreeding on the approximately 50 percent
of the genes passed to the offspring and not the ancestor itself.
It is better for linebred ancestors to appear on
both the sire's and the dam's sides of the pedigree. That way their
genes have a better chance of pairing back up in the resultant pups.
Genes from common ancestors have a greater chance of expression when
paired with each other than when paired with genes from other
individuals, which may mask or alter their effects.

A linebreeding may produce a puppy with magnificent
qualities, but if those qualities are not present in any of the
ancestors the pup has been linebred on, it may not breed true.
Therefore, careful selection of mates is important, but careful
selection of puppies from the resultant litter is also important to
fulfill your genetic goals. Without this, you are reducing your
chances of concentrating the genes of the linebred ancestor.
Increasing an individual's homozygosity through
linebreeding may not, however, reproduce an outbred ancestor. If an
ancestor is outbred and generally heterozygous (Aa), increasing
homozygosity will produce more AA and aa. The way to reproduce an
outbred ancestor is to mate two individuals that mimic the
appearance and pedigree of the ancestor's parents.
Inbreeding significantly increases
homozygosity, and therefore uniformity in litters. Inbreeding can
increase the expression of both beneficial and detrimental recessive
genes through pairing up. If a recessive gene (a) is rare in the
population, it will almost always be masked by a dominant gene (A).
Through inbreeding, a rare recessive gene (a) can be passed from a
heterozygous (Aa) common ancestor through both the sire and dam,
creating a homozygous recessive (aa) offspring. Inbreeding does
not create undesirable genes, it simply increases the expression of
those that are already present in a heterozygous state.

Inbreeding can exacerbate a tendency toward
disorders controlled by multiple genes, such as hip dysplasia and
congenital heart anomalies. Unless you have prior knowledge of what
milder linebreedings on the common ancestors have produced,
inbreeding may expose your puppies (and puppy buyers) to
extraordinary risk of genetic defects. Research has shown that
inbreeding depression, or diminished health and viability through
inbreeding is directly related to the amount of detrimental
recessive genes present. Some lines thrive with inbreeding, and some
do not.
Geneticists' and breeders' definitions of inbreeding
vary. A geneticist views inbreeding as a measurable number that goes
up whenever there is a common ancestor between the sire's and dam's
sides of the pedigree; a breeder considers inbreeding to be close
inbreeding, such as father-to-daughter or brother-to-sister matings.
A common ancestor, even in the eighth generation, will increase the
measurable amount of inbreeding in the pedigree.
The Inbreeding Coefficient (or Wright's
coefficient) is an estimate of the percentage of all the variable
gene pairs that are homozygous due to inheritance from common
ancestors. It is also the average chance that any single gene pair
is homozygous due to inheritance from a common ancestor. In order to
determine whether a particular mating is an outbreeding or
inbreeding relative to your breed, you must determine the breed's
average inbreeding coefficient. The average inbreeding coefficient
of a breed will vary depending on the breed's popularity or the age
of its breeding population. A mating with an inbreeding coefficient
of 14 percent based on a ten generation pedigree, would be
considered moderate inbreeding for a Labrador Retriever (a popular
breed with a low average inbreeding coefficient), but would be
considered outbred for an Irish Water Spaniel (a rare breed with a
higher average inbreeding coefficient).
For the calculated inbreeding coefficient of a
pedigree to be accurate, it must be based on several generations.
Inbreeding in the fifth and later generations (background
inbreeding) often has a profound effect on the genetic makeup of the
offspring represented by the pedigree. In studies conducted on dog
breeds, the difference in inbreeding coefficients based on four
versus eight generation pedigrees varied immensely. A four
generation pedigree containing 28 unique ancestors for 30 positions
in the pedigree could generate a low inbreeding coefficient, while
eight generations of the same pedigree, which contained 212 unique
ancestors out of 510 possible positions, had a considerably higher
inbreeding coefficient. What seemed like an outbred mix of genes in
a couple of generations, appeared as a linebred concentration of
genes from influential ancestors in extended generations.
The process of calculating coefficients is too
complex to present here. Several books that include how to compute
coefficients are indicated at the end of this article; some
computerized canine pedigree programs also compute coefficients. The
analyses in this article were performed using CompuPed, by Man's
Best Friend Software.
[Note: CompuPed computes Wright's
Inbreeding Coefficient faster and more accurately than any other PC
program available. ]
Pedigree of: "Laurel Hill Braxfield
Bilye"
( a spayed female Gordon Setter owned by Dr.
Jerold and Mrs. Candice Bell, and co-bred by Mary Poos and Laura
Bedford.)
1 2 3 4 5
Dual CH Loch Adair Monarch
CH Sutherland MacDuff
| CH Sutherland Dunnideer Waltz
CH Sutherland Gallant
| | CH Afternod Kyle of Sutherland
| CH Sutherland Pavane
| CH Sutherland Xenia
CH Loch Adair Foxfire
| | Afternod Fidemac
| | CH Loch Adair Peer of Sutherland, CD
| | CH Wee Laurie Adair
| CH Sutherland Lass of Shambray
| | CH Afternod Callant
| CH Afternod Karma
| CH Afternod Amber
CH Braxfield Andrew of Aberdeen
| | Afternod Fidemac
| | AmCnCH Afternod Scot of Blackbay, CD
| | | CH Afternod Alder
| | AmCnCH Forecast Trade Winds, CD
| | | | Bud O'Field Brookview
| | | CH Oak Lynn's Bonnie Bridget
| | | Borderland Taupie
| CH Afternod Ember VI, CD
| | CH Afternod Simon
| | Afternod Profile of Sark
| | | CH Afternod Heiress of Sark
| CH Afternod Ember V
| | CH Afternod Callant
| CH Afternod Maud MacKenzie
| CH Afternod Amber
LAUREL HILL BRAXFIELD BILYE
| CH Afternod Callant
| Dual CH Loch Adair Monarch
| | Loch Adair Diana of Redchico
| CH Sutherland MacDuff
| | | CH Afternod Anagram
| | CH Sutherland Dunnideer Waltz
| | CH Hi-Laway's Calopin
| CH Kendelee Pendragon
| | | CH Afternod Callant
| | | CH Wee Jock Adair, CD
| | | | Loch Adair Diana of Redchico
| | CH Afternod Nighean Kendelee
| | | CH Afternod Simon
| | CH Afternod Wendee
| | Afternod Dee of Aberdeen
CH Halcyon Belle-Amie
| Dual CH Loch Adair Monarch
| CH Sutherland MacDuff
| | CH Sutherland Dunnideer Waltz
| CH Sutherland Gallant
| | | CH Afternod Kyle of Sutherland
| | CH Sutherland Pavane
| | CH Sutherland Xenia
CH Loch Adair Firefly, WD
| Afternod Fidemac
| CH Loch Adair Peer of Sutherland, CD
| | CH Wee Laurie Adair
CH Sutherland Lass of Shambray
| CH Afternod Callant
CH Afternod Karma
CH Afternod Amber
To visualize some of these concepts, please refer to
the above pedigree. Linebred ancestors in this pedigree are in
color, to help visualize their contribution. The paternal grandsire,
CH Loch Adair Foxfire, and the maternal grandam, CH Loch Adair
Firefly WD, are full siblings, making this a first-cousin mating.
The inbreeding coefficient for a first cousin mating is 6.25%, which
is considered a mild level of inbreeding. Lists of inbreeding
coefficients based on different types of matings are shown in the
table below.

In Bilye's pedigree, an inbreeding coefficient based
on four generations computes to 7.81%. This is not significantly
different from the estimate based on the first-cousin mating alone.
Inbreeding coefficients based on increasing numbers of generations
are as follows: five generations, 13.34%; six generations, 18.19%;
seven generations, 22.78%; eight generations, 24.01%; ten
generations, 28.63%; and twelve generations, 30.81%. The inbreeding
coefficient of 30.81 percent is more than what you would find in a
parent-to-offspring mating (25%). As you can see, the background
inbreeding has far more influence on the total inbreeding
coefficient than the first-cousin mating, which only appears
to be its strongest influence.
Knowledge of the degree of inbreeding in a pedigree
does not necessarily help you unless you know whose genes are being
concentrated. The percent blood coefficient measures the relatedness
between an ancestor and the individual represented by the pedigree.
It estimates the probable percentage of genes passed down from a
common ancestor. We know that a parent passes on an average of 50%
of its genes, while a grandparent passes on 25%, a great-grandparent
12.5%, and so on. For every time the ancestor appears in the
pedigree, its percentage of passed-on genes can be added up and its
"percentage of blood" estimated.
In many breeds, an influential individual may not
appear until later generations, but then will appear so many times
that it necessarily contributes a large proportion of genes to the
pedigree. This can occur in breeds, due to either prolific
ancestors (usually stud dogs), or with a small population of dogs
originating the breed. Based on a twenty-five generation pedigree of
Bilye, there are only 852 unique ancestors who appear a total of
over twenty-million times.
Pedigree Analysis of Laurel Hill
Braxfield Bilye (computed to 25 generations)
1st Generation
Linebred Percentage of appearance # times in
Ancestors of Blood in pedigree pedigree
----------------------------------------------------------------------
CH Afternod Drambuie 33.20% 6 33
CH Afternod Sue 27.05% 7 61
CH Afternod Callant 26.56% 5 13
"Grand-Parents" 25.00% 2 1
CH Sutherland Gallant 25.00% 3 2
CH Sutherland MacDuff 25.00% 3 3
CH Sutherland Lass of Shambray 25.00% 3 2
CH Wilson's Corrie, CD 22.30% 7 200
CH Afternod Buchanon 20.22% 7 48
Loch Adair Diana of Redchico 17.97% 5 12
CH EEG's Scotia Nodrog Rettes 17.76% 8 181
Afternod Ember of Gordon Hill 17.14% 8 76
CH Afternod Hickory 16.21% 6 27
CH Black Rogue of Serlway 15.72% 9 480
CH Afternod Woodbine 14.45% 6 15
CH Fast's Falcon of Windy Hill 13.82% 8 66
Afternod Fidemac 13.67% 5 7
CH Page's MacDonegal II 13.43% 7 56
Afternod Hedera 13.38% 7 56
CH Downside Bonnie of Serlway 12.90% 10 708
Peter of Crombie 12.76% 11 3,887
"Great-Grand-Parents" 12.50% 3 1
CH Afternod Amber 12.50% 5 5
Ben of Crombie 11.83% 11 7,584
Stylish William 11.18% 13 23,764
Stylish Billie 11.08% 14 70,542
Stylish Ranger 10.80% 15 297,331
CH Afternod Kate 10.74% 6 17
Heather Grouse 10.61% 16 1,129,656
Afternod Hedemac 10.45% 7 28
The above analysis shows the ancestral contribution
of the linebred ancestors in Bilye's pedigree. Those dogs in color
were present in the five-generation pedigree. CH Afternod Drambuie
has the highest genetic contribution of all of the linebred
ancestors. He appears 33 times between the sixth and eighth
generations. One appearance in the sixth generation contributes
1.56% of the genes to the pedigree. His total contribution is 33.2%
of Bilye's genes, second only to the parents. Therefore, in this
pedigree, the most influential ancestor doesn't even appear in the
five-generation pedigree. His dam, CH Afternod Sue, appears 61
times between the seventh and tenth generations, and contributes
more genes to the pedigree than a grandparent.
Foundation dogs that formed the Gordon Setter breed
also play a great role in the genetic makeup of todays dogs.
Heather Grouse appears over one million times between the sixteenth
and twenty-fifth generations, and almost doubles those appearances
beyond the twenty-fifth generation. He contributes over ten percent
of the genes to Bilyes pedigree. This example shows that the depth
of the pedigree is very important in estimating the genetic makeup
of an individual. Any detrimental recessive genes carried by Heather
Grouse or other founding dogs, would be expected to be widespread in
the breed.
Many breeders plan matings solely on the appearance
of a dog and not on its pedigree or the relatedness of the
prospective parents. This is called assortative mating.
Breeders use positive assortative matings (like-to-like) to solidify
traits, and negative assortative matings (like-to-unlike) when they
wish to correct traits or bring in traits their breeding stock may
lack.
Some individuals may share desirable
characteristics, but they inherit them differently. This is
especially true of polygenic traits, such as ear set, bite, or
length of forearm. Breeding two phenotypically similar but
genotypically unrelated dogs together would not necessarily
reproduce these traits. Conversely, each individual with the same
pedigree will not necessarily look or breed alike.
Breedings should not be planned solely on the basis
of the pedigree or appearance alone. Matings should be based on a
combination of appearance and ancestry. If you are trying to
solidify a certain trait - like topline - and it is one you can
observe in the parents and the linebred ancestors of two related
dogs, then you can be more confident that you will attain your goal.
Some breed clubs advocate codes of ethics that
discourage linebreeding or inbreeding, as an attempt to increase
breed genetic diversity. This position is based on a falsle
premise. Inbreeding or linebreeding does not cause the loss of
genes from a breed gene pool. It occurs through selection; the use
and non-use of offspring. If some breeders linebreed to certain dogs
that they favor, and others linebreed to other dogs that they favor,
then breed-wide genetic diversity is maintained.
In a theoretical mating with four offspring, we are
dealing with four gene pairs. The sire is homozygous at 50% of his
gene pairs (two out of four), while the dam is homozygous at 75% of
her gene pairs. It is reasonable to assume that she is more inbred
than the sire.
A basic tenet of population genetics is that gene
frequencies do not change from the parental generation to the
offspring. This will occur regardless of the homozygosity or
heterozygosity of the parents, or whether the mating is an
outbreeding, linebreeding, or inbreeding. This is the nature of
genetic recombination.

There is a lack of gene diversity at the first
(olive) gene pair, so that only one type of gene combination can be
produced: homozygous olive. As the sire is homozygous lime at the
third gene pair, and the dam is homozygous blue, all offspring will
be heterozygous at the third gene pair. Depending on the dominant or
recessive nature of the blue or lime genes, all offspring will
appear the same for this trait due to a uniformity of
heterozygosity.
If offspring D is used as a prolific breeder, and
none of the other offspring are bred to a great extent, gene
frequencies in the breed will change. As dog D lacks the orange gene
in the second pair and the purple gene in the fourth pair, the
frequencies of these genes will diminish in the breed. They will be
replaced by higher frequencies of the red and pink genes. This
shifts the gene pool, and the breeds genetic diversity. Of course,
dogs have more than four gene pairs, and the overuse of dog D to the
exception of others can affect the gene frequency of thousands of
genes. Again, it is selection (for example of dog D to the exception
of others), and not the types of matings he is involved in that
alters gene frequencies.
Breeders should select the best individuals from all
kennel lines, so as to not create new genetic bottlenecks. There is
a tendency for many breeders to breed to a male; who produced no
epileptics in matings to several epileptic dams, to an OFA excellent
stud, or to the top winning dog in the show ring. Regardless of the
popularity of the breed, if everyone is breeding to a single
studdog, (the popular sire syndrome) the gene pool will drift
in that dogs direction and there will be a loss of genetic
diversity. Too much breeding to one dog will give the gene pool an
extraordinary dose of his genes, and also whatever detrimental
recessives he may carry, to be uncovered in later generations. This
can cause future breed related genetic disease through the founders
effect.
Dogs who are poor examples of the breed should not
be used simply to maintain diversity. Related dogs with desirable
qualities will maintain diversity, and improve the breed. Breeders
should concentrate on selecting toward a breed standard, based on
the ideal temperament, performance, and conformation, and should
select against the significant breed related health issues. Using
progeny and sib-based information to select against both polygenic
disorders and those without a known mode of inheritance will allow
greater control.
Rare breeds with small gene pools have concerns
about genetic diversity. What constitutes acceptable diversity
versus too restricted diversity? The problems with genetic diversity
in purebred populations concern the fixing of deleterious recessive
genes, which when homozygous cause impaired health. Lethal
recessives place a drain on the gene pool either prenatally, or
before reproductive age. They can manifest themselves through
smaller litter size, or neonatal death. Other deleterious recessives
cause disease, while not affecting reproduction.
Problems with a lack of genetic diversity arise at
the gene locus level. There is no specific level or percentage of
inbreeding that causes impaired health or vigor. It has been shown
that some inbred strains of animals thrive generation after
generation, while others fail to thrive. If there is no diversity
(non-variable gene pairs for a breed) but the homozygote is not
detrimental, there is no effect on breed health. The characteristics
that make a breed reproduce true to its standard are based on
non-variable gene pairs. A genetic health problem arises for a breed
when a detrimental allele increases in frequency and homozygosity.
The perceived problem of a limited gene pool has
caused some breeds to advocate outbreeding of all dogs. Studies in
genetic conservation and rare breeds have shown that this practice
actually contributes to the loss of genetic diversity. By uniformly
crossing all "lines" in a breed, you eliminate the differences
between them, and therefore the diversity between individuals. This
practice in livestock breeding has significantly reduced diversity,
and caused the loss of unique rare breeds. The process of
maintaining healthy "lines" or families of dogs, with many breeders
crossing between lines and breeding back as they see fit maintains
diversity in the gene pool. It is the varied opinion of breeders as
to what constitutes the ideal dog, and their selection of breeding
stock that maintains breed diversity.
The Doberman Pincher breed is large, and genetically
diverse. The breed has a problem with vonWillibrands disease, an
autosomal recessive bleeding disorder. Some researchers estimate
that up to 60% of the breed may be homozygous recessive for the
defective gene, and the majority of the remaining dogs are
heterozygous. Therefore, there is diminished genetic diversity in
this breed at the vonWillibrands locus. A genetic test and screening
program now exists for Doberman Pincher breeders. They can identify
carrier and affected dogs, and decrease the defective gene frequency
through selection of normal testing offspring for breeding. By not
just eliminating carriers, but replacing them with normal testing
offspring, genetic diversity will be conserved.
Dalmatians have a high frequency defective autosomal
recessive gene controlling purine metabolism. Homozygous recessive
individuals can have urinary problems due to urate bladder stones
and crystals, and an associated skin condition (Dalmatian Bronzing
Syndrome). At one time, the breed and the AKC approved a
crossbreeding program to a few Pointers, to bring normal purine
metabolism genes into the gene pool. The program was abandoned for
several reasons, but it was accepted that the number of individual
Dalmatians with two normal purine metabolism genes far exceeded the
few Pointers that were being used in the program. The impact of
other Pointer genes foreign to the Dalmatian gene pool could have
had a greater detrimental effect than the few normal purine
metabolism genes being imported through the
program.
Decisions to linebreed, inbreed or outbreed should
be made based on the knowledge of an individual dog's traits and
those of its ancestors. Inbreeding will quickly identify the good
and bad recessive genes the parents share in the offspring. Unless
you have prior knowledge of what the pups of milder linebreedings on
the common ancestors were like, you may be exposing your puppies
(and puppy buyers) to extraordinary risk of genetic defects. In your
matings, the inbreeding coefficient should only increase because you
are specifically linebreeding (increasing the percentage of blood)
to selected ancestors.
Don't set too many goals in each generation, or your
selective pressure for each goal will necessarily become weaker.
Genetically complex or dominant traits should be addressed early in
a long-range breeding plan, as they may take several generations to
fix. Traits with major dominant genes become fixed more slowly, as
the heterozygous (Aa) individuals in a breed will not be readily
differentiated from the homozygous-dominant (AA) individuals.
Desirable recessive traits can be fixed in one generation because
individuals that show such characteristics are homozygous for the
recessive genes. Dogs that breed true for numerous matings and
generations should be preferentially selected for breeding stock.
This prepotency is due to homozygosity of dominant (AA) and
recessive (aa) genes.
If you linebreed and are not happy with what you
have produced, breeding to a less related line immediately creates
an outbred line and brings in new traits. Repeated outbreeding to
attempt to dilute detrimental recessive genes is not a desirable
method of genetic disease control. Recessive genes cannot be
diluted; they are either present or not. Outbreeding carriers
multiplies and further spreads the defective gene(s) in the gene
pool. If a dog is a known carrier or has high carrier risk through
pedigree analysis, it can be retired from breeding, and replaced
with one or two quality offspring. Those offspring should be bred,
and replaced with quality offspring of their own, with the hope of
losing the defective gene.
Trying to develop your breeding program
scientifically can be an arduous, but rewarding, endeavor. By taking
the time to understand the types of breeding schemes available, you
can concentrate on your goals towards producing a better dog.
Dr. Bell is director of the Clinical Veterinary
Genetics Course for the Tufts University School of Veterinary
Medicine and national project administrator for numerous genetic
disease control programs of pure-bred dogs. He performs genetic
counseling through Veterinary Genetic Counseling and practices small
animal medicine in Connecticut. He and his wife breed Gordon
Setters. This article can be reprinted with the permission of Dr.
Bell (geneticvet@aol.com).
If you are interested in learning more about these
subjects, consult the following books:
- Abnormalities of Companion Animals: Analysis
of Heritability
C.W. Foley, J.F. Lasley, and G.D. Osweiler,
Iowa State University Press, Ames, Iowa. 1979.
- Genetics for Dog Breeders
F.B. Hutt,
W.H. Freeman Co, San Francisco, California. 1979.
- Veterinary Genetics
F. W. Nicholas,
Clarendon Press, Oxford England. 1987.
- Genetics for Dog Breeders
R. Robinson,
Pergamon Press, Oxford England. 1990.
- Genetics of the Dog (equally applicable to
cats & other animals)
M.B. Willis, Howell Book House, New
York, New York. 1989.
- Dr. Bell highly recommends and uses the CompuPed
program to facilitate his genetic research work.
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