Selective breeding of G2 and G3 progeny enriches for homozygotes on
defined intervals of the target chromosome. However, there will still be
many non-target segments of the genome that harbor mutant alleles (see G3
and G4 progeny in Fig. 1). Mutations that are off-target in G2 progeny are
diluted twofold relative to mutations on the target (compare the mutation
load in the G1 male to that in G2 progeny in figure 1). For this reason,
the probability that a single G3 parent is homozygous for an off-target
mutation originally carried by the G1 male is about 1 in 8. The
probability that two randomly chosen G3 animals will both be homozygous
mutants for off-target intervals is 1 in 64. However, the non-targeted
part of the genome is on average about 20 times larger than the target.
The approximate likelihood that a mutation is off target is therefore
about 1 in 3 (1:64 times 20:1).To compute a more precise estimate would
require information on several factors, including the relative size of the
target chromosome and the homozygous target interval, the relative gene
density of the particular interval, and the relative abundance of lethal
alleles that are off-target. A practical way to assess whether a mutation
is on- or off-target is to examine litters generated from different sets
of G3 parents that share common homozygous intervals. If enough G3 mating
pairs are bred, every part of the target should be represented by two or
more G4 litters. The likelihood that two G4 litters from different parents
will have mutations associated with the same recessive allele on a
non-target chromosome is low—on the order of ~0.005. If three or more
independently derived litters have the same aberration then the mutation
is highly likely to be on-target.
One other factor adds some complexity to the analysis of G4
progeny. Numerous mutations that are off-target will be carried in a
heterozygous state by the G3 progeny. Phenotypes that appear on average in
one-quarter or one half of mice in one G4 litters, but not another, will
for the most part be caused by segregation at these mutated loci. An
example is shown on the third pair of chromosomes at the bottom of Figure
1 in which the male G3 parent is –/+ and the female G3 parent is –/– for
an off-target mutation. The source of this variability can be rapidly
assessed using the same method mentioned above; namely, to compare
phenotypes of sets of litters with matched or overlapping homozygous
intervals. However, there is an alternative method that may be useful,
depending on the sensitivity of the screen to this collateral genetic
damage. By backcrossing G2 nonrecombinant males to parental strain females
the off-target mutations can be diluted twofold per generation. This step
is shown in Figure 1 by an oblique line labeled dilution backcross.
With each generation of backcrossing to the recipient strain, the load of
residual off-target mutations is halved.
Detecting Recessive Mutations in Quantitative Trait Loci
A key issue in a mutagenesis screen is to have sufficiently sensitive
and economical assays to detect altered traits. Minimizing extraneous
genetic variance is critical. Mackay and colleagues (Anholt et al., 1996)
have used a chromosome substitution protocol and they have been able to
detect and map numerous mutations in Drosophila that affect
behavioral responses to volatile organic compounds. In a consomic screen
the final analysis of deviant phenotypes is based on a comparison between
several litters of G4 progeny and three possible control populations: (1)
the consomic strain, (2) the recipient inbred strain, and (3) non-mutagenized
G4 control lines generated in the same way as the experimental G4 litters
and homozygous for the same interval.
For phenotypes that are inherently noisy, such as many behavioral
and disease-susceptibility traits, entire litters of homozygotes can be
screened, and the litter's mean, variance, or incidence becomes the key
measure. As is true of recombinant inbred lines, the precision and
reliability of results can be assessed and improved by examining numerous
offspring from multiple litters. Unusual phenotypes in the G4 should be
found in at least several members of each litter. Ultimately, the
phenotype should also be noted in G3 parents. The G4 screen is robust in
the sense that episodic, but unfortunately common, non-heritable
abnormalities (developmental phenocopies) should not become a distraction.
For this reason exhaustive assessment of G4 animals may be warranted. For
example, quantitative histological analysis might reveal reliable
differences between G4 litters and control lines. Extensive quantitative
serological, complex expression assays, and extensive behavioral and
neurological testing might be justified.
How small an effect can one expect to detect with a consomic design?
The statistical power depends primarily on the number of G4 animals and
litters that one has the patience to phenotype. A reasonable expectation
is that for any part of the target chromosome one will have at least two
homozygous litters available for analysis (x2 coverage). The mean
phenotypes of G4 animals should be compared with those of a G4 litter that
is homozyogus on the same interval but generated from a non-mutagenized
consomic stock. The statistical power of the comparison is that of a
conventional t test (Snedecor and Cochran, 1980, p. 70). For example, with
12 animals in the mutagenized G4 group, the power to detect a mutation at
the p = 0.05 level with an effect that shifts the mean +/- 1 SD is
approximately 0.94. With 25 animals (4–5 litters) one should have a 50%
chance of detecting mutations with an effect size of only 0.4 SD. In some
cases the power will be less because the appropriate n for traits
sensitive to maternal effects will be litter number. The power of a search
for a mutation with an effect of +/- 1 SD is approximately 0.50 using four
litters.
Genotyping and Colony Costs of the Screen
Genotyping Costs. A targeted screen using consomic strains
relies on efficient genotyping. Approximately 100 to 200 G2 and G3 animals
will need to be genotyped to characterize on-target mutations carried each
G1 male. If 10 markers were typed per individual, a maximum of 2000
reactions would be required. A more typical estimate is 500 to 1000
reactions. Thanks to the high density of MIT microsatellite markers
(Dietrich et al.,
1992), simple DNA extraction procedures, and streamlined PCR protocols
(Williams and Strom,
<http://www.nervenet.org/papers/PCR.html>), the time, effort, and
expense of genotyping is now comparatively low (~$1/genotype).
Colony Costs. While the G4 design is somewhat complicated,
this does not mean that the colony size needs to be large or that the
screening will be slow. Each G1 male is initially bred to 5 to 8 inbred
females in one large cage. G2 animals can be culled shortly after they
have been genotyped and just before weaning. The G1 male is retired and a
son and several daughters that all have nonrecombinant target chromosomes
(Fig. 2, middle) are left in the cage. The G3 progeny will need to be
marked, genotyped, culled, or retained prior to weaning. At this point,
pairs of matched G3 progeny can be moved to smaller breeding cages. As few
as 3 pairs, or as many as 20 pairs, could be used to cover the entire
target chromosome. Additional heterozygote mating cages may need to be set
up to characterize intervals harboring putative recessive lethal
mutations. Approximately four months after the initial G1 matings, the G2
mating cage will have been supplanted by 3 to 15 small breeding cages of
G3 parents and their G4 offspring. Each cage will probably need to be
retained in the colony for a minimum of two months to allow enough time to
phenotype each litter. The average colony requirement associated with a
single G1 lineage is approximately 1 large cage for a duration of 4 months
followed by 10 small cages for a duration of 3 months. The frequency with
which mutations are identified will determine the cost of success—those
costs associated with characterizing, archiving, and distributing mutant
lines.
Screening for Late-Onset Mutations. It should be practical to
retain small numbers of G3 and G4 animals in the colony to study the
long-term consequences of novel recessive alleles. The original G3 mating
pairs will often be 100-days-old before the analysis of their first litter
of G4 progeny is complete. If no interesting phenotypes are initially
detected in the G4 animals, then it may nonetheless be useful to hold
several sets of G3 or G4 breeders in anticipation of possible late-onset
traits. It may often be possible to test an entire chromosome by retaining
only animals with long congenic intervals. In the absence of recessive
lethal alleles, as few as one to five pairs of mice could cover an entire
chromosome. Periodic test matings may be useful to ensure that mutations
with late lethal effects are not lost.
Targeted Screens—Disadvantages and Advantages
A targeted screen ignores mutations generated across most of the
genome—19 out of 20 mutations will be rejected in a typical consomic
screen. For this reason, a targeted approach may not be appropriate (1) if
the screening procedure is tightly focused, reliable, rapid, and
inexpensive; (2) if there is good evidence that traits of interest are
known to be controlled by small numbers of loci; and (3) if mapping
mutations is a low priority and one that can be more conveniently done
after mutations have been identified. One particular potential problem
with a targeted approach is the possibility that a narrow chromosomal
focus will be coupled with a low yield of mutations (Schimenti and Bucan,
1998). The consomic approach enriches for homozygotes and this does
increase the efficiency and sensitivity of the screen. However, even after
selectively breeding G2 and G3 individuals, some mutations that do not map
on the target chromosome will be detected among G4 progeny. In order to
retain focus on mutations that can be rapidly mapped and for which a list
of candidate genes can be identified, these off-target mutations will
generally need to be ignored. Whether this focused approach yields a
sufficiently high output of novel recessive alleles will depend in part on
the ingenuity, sensitivity, and number of tests that can be performed on
G4 litters.
One potential problem with a targeted approach is the possibility
that a narrow focus will be coupled with a low yield of mutations (Schimenti
and Bucan, 1998). On the one hand, the consomic targeted approach enriches
for homozygotes, increasing the efficiency and sensitivity of the screen
and this method also simplifies subsequent high-resolution mapping. On the
other hand, even after genotyping G2 and G3 individuals, some mutations
that are off-target are likely to be detected. In order to retain focus on
those mutant phenotypes that can be rapidly mapped and for which a list of
candidate genes can be identified, off-target mutations will generally
need to be ignored. Whether this focused approach yields a sufficiently
high output of novel recessive alleles will depend in part on the
ingenuity, sensitivity, and number of tests that can be performed on G4
litters.
Although a consomic recessive screen targets particular chromosomes,
there is no reason why it would not be possible to systematically target
each chromosome in turn. In this respect, a targeted approach could be as
comprehensive in scope as a random whole-genome screen. One possible
advantage of the targeted approach is that it is more practical to assess
when a particular part of the genome has been saturated with mutations (Rinchik
et al., 1990). It should be possible to fine-tune the relative intensity
of mutagenesis and screening to reflect the large regional differences in
gene density. Furthermore, if the consomic target chromosome were derived
from the particular strain of mouse whose genome is soon be sequenced
(C57BL/6J), then once a set of candidate genes have been identified in a
given homozygous interval, it will be straightforward to sequence
candidates as a first step in identifying the responsible mutation.
[Because the G4 progeny are homozygous on well-defined intervals,
one may want to finetune the particular type of phenotype screen to detect
novel mutations in well mapped genes and quantitative trait loci. For
instance, if a particular interval is known to contains a family of
voltage-gated potassium channels or a QTL that specifically affects organ
weights, then selected litters might be subjected to special functional or
morphometric tests.]
Two other issues associated with the G4 consomic design deserve
mention. (1) The ENU dosages appropriate for this design has not yet been
established. Given the likelihood of generating numerous recessive lethal
alleles, it may be difficult to determine a suitable dosage for a given
set of consomic strains. (2) In other targeted recessive designs it is
often possible to take advantage of visible markers and inversions to
simplify the generation and categorization of homozygous animals. This
completely avoids the somewhat onerous genotyping that is vital to a G4
consomic screen. Except in Drosophila, it is generally not possible to use
visible markers or inversions as part of a consomic design. However, to
give one example in which this will be possible, the B-7A consomic strain
will be a white albino. The interval around the tyrosinase locus could in
principle be targeted with minimal genotyping.
Using Congenic Strains?
A screen could in principle be adapted to exploit smaller target
intervals that have been isolated in congenic, rather than consomic,
strains of mice. In congenic strains the length of the donor interval is a
function of the number of backcrosses, but even after ten backcross
generations, the donor interval is typically 20 cM in length (~200/n cM,
where n is the number of generations of successive backcrosses). One
disadvantage of using congenic strains is that a significant fraction of
mutations will occur in linked intervals that flank the congenic segment.
These adjoining intervals will be larger than the congenic interval
itself. This will make mapping mutations generated in congenic strains
somewhat more unpredicable than those generated using consomic strains.
Precedents: Other Targeted Methods
Targeted screens for recessive mutations have been carried out for many
years and it is important to compare the consomic design with well known
alternatives. One of the first and best protocols to screen for recessive
mutations takes advantage of hemizygous lines that are missing all or part
of particular chromosomes (Muller, 1927; Justice et al., 1997, Schimenti
and Bucan, 1998). Muller's classic mutagenesis experiments exploited the
hemizygosity of the X chromosome of male fruit flies. But artificial
hemizygous intervals can now be generated in mice of both sexes by
deleting a short segments from one autosome. Mice from which 5 to 15 cM
has been deleted are usually viable (Justice et al., 1997; Schimenti and
Bucan, 1998). Recessive alleles that are in trans to the deletions are
unmasked and mice have phenotypes similar, if not identical, to those of
homozygote mutants. To expose a recessive mutation involves breeding G1
heterozygote carriers like those in Figure 1 to deletion stock. An average
of one in four progeny of such a cross will be a hemizygous mutant.
Rinchik and colleagues used mice from which the interval on chromosome 7
extending from tyrosinase to shaker 1 had been deleted (Rinchik et al.
1990; Rinchik, 1991). G1 females carrying mutations inherited from
ENU-mutagenized sires were crossed to males hemizygous for the deletion.
By a clever choice of coat-color mutations, they were able to restrict
their main analysis to the hemizygous G2 test class animals. Schimenti and
Bucan (1998) review a G2 screen in which recombination in a deletion
interval is suppressed by using a stock that carries a large inversion and
a coat-color mutation. This refinement simplifies the analysis by forcing
a more nearly perfect concordance between visible markers and genotype
(see their figure 3).
In order to use a G2 screen of this type, deletions need to be
generated and hemizygotes must be viable. Until recently, making deletion
stocks would have been a serious technical impediment, but Schimenti and
colleagues (You et al., 1997;
<http://lena.jax.org/~jcs/Delbank.html>) are now systematically
generating embryonic stem cells that can be used to generate mice with
deletions quickly. A set of 500 lines, each with a unique pair of
thymidine kinase tags embedded 5 cM apart, are being generated. The
interval between tags is deleted and the stem cells are then used as
starting material to generate deletion stock. By combining deletions with
visible markers and chromosomal inversions that suppress
recombination—genetic tricks first perfected in Drosophila—it is
possible to have a nearly perfect concordance between visible markers and
genotypes (Schimenti and Bucan, 1998). This can greatly simplifies the
analysis because only a particular and easily recognized class of G2
offspring are phenotyped. Generating the highly specialized lines of mice
that are required to this type of screen is still difficult.
There are significant advantages of using deletion stock in a
mutagenesis screen that counterbalance the difficulties of generating
mice. The major advantage is that recessive mutations can be detected in
the second generation (Rinchik et al., 1990). The reduction in breeding
costs relative to G3 and G4 designs is a major advantage. No other regions
of the genome, except the male's X and Y chromosomes, are “homozygous” for
off-target mutations, so mutational variance due to recessive alleles is
restricted to the target interval. One minor disadvantage is that the
genetic background of the G2 progeny will be a mixture of the genomes of
the mutagenized male and the genome of the deletion stock. The DELBank
Project deletions are carried on a (129/SvJae x C57BL/6J)F1 background.
The G2 progeny will therefore combine alleles from 129 and C57BL/6 with
whatever strains are used to generate heterozygous carriers of mutations.
The high genetic variance of this type of G2 can be viewed as a positive
feature—mutations that are detected will probably have good penetrance on
a variety of genetic backgrounds. But the downside of this genetic
complexity is that subtle effects of recessive mutations will be much more
difficult to detect.
Another factor to consider in comparing consomic and deletion
methods is the relative intensity of mutagenesis that must be employed to
compensate for the length of the target interval. Targeting a 5 cM
interval typically involves using a relatively high mutagen dosage.
Strains that tolerate high doses or ENU are therefore preferred. In a
consomic screen in which the target is 10 to 20 times longer, a lower dose
may be employed. As a result, even a strain such as C57BL/6 that is
extremely sensitive to ENU may be useful.
Drosophila Precedents. The consomic procedure outline here also
has precedents that trace back to a series of experiments by Dobzhansky
and colleagues (e.g., Dobzhansky et al., 1959) in which single chromosomes
of wild populations of fruit flies were introgressed into special
laboratory strains to examine the load of recessive lethal alleles carried
by natural populations. Recombination in fruit flies can be suppressed,
and given a laboratory strain with the right visible markers it is
relatively simple to follow the assortment of chromosomes in a three
generation cross. In several impressive studies, Mackay and colleagues
(Mackay et al., 1992; Lyman et al. 1996; Anholt et al., 1996) have
exploited chromosome substitution techniques to study effects of induced
mutations. Mutated chromosomes were introgressed into isogenic backgrounds
and the effects on fecundity, sensory bristle number, and olfactory
behavior were assayed. In these studies a complex breeding scheme
exploiting visible markers and tagged P-elements (Fig. 1 of Lyman et al.,
1996) was used to filter progeny and generate test class animals (G4
through G6). They then examined large numbers of nearly isogenic mutants
to detect subtle QTL-like effects. P-elements were subsequently mapped at
high-resolution by in situ hybridization. In a consomic screen using mice,
visible markers are replaced by molecular markers made visible using
simple PCR protocols. There are many specific differences between the
Drosophila substitution mutagenesis screen (see Fig. 1 of Lyman et
al., 1996) and the consomic procedure described here, but the key goals
are sharedÑminimize extraneous genetic variance while maximizing the
efficiency with which induced mutations can be mapped. As in
Drosophila, there is still extraneous mutational variance in the mouse
consomic screen. The source of this variance in flies is not yet clearly
understood (Lyman et al., 1996), but in consomic mice most of this
variance will be associated with the potentially large load of off-target
mutations. These mutations can only be removed by repeatedly backcrossing
G2 non-recombinants to the inbred recipient strain.
In comparing the merits of targeted approaches that rely either on
consomic strains or deletion lines it will be critical to assess the
likely yield of mutants as a function of effort and cost. In general, the
smaller the interval that is targeted, the lower the yield. In a consomic
screen, the target is an entire chromosome, and the yield will be
relatively high. However, this design does require four generations; a
negative when compared to a simple two-generation design. The yield of
mutations is also a function of the sensitivity of tests. Here the
advantage of screening entire litters of homozygotes on a relatively
uniform genetic background may be a persuasive advantage of the consomic
G4 design.
Acknowledgements
This research was supported by grant RO1 EY06627 from the National Eye
Institute and RO1 NS35485 from the National Institute of Neurological
Disorders and Stroke. I thank Kathryn Graehl for helpful discussion and
for editing the text and Figure 1. My thank to Drs. Rosemary Elliott,
Lorraine A. Flaherty, Jean-Louis Guénet, Eugene Rinchik, John Schimenti,
Benjamin Taylor, and David W. Threadgill for comments and corrections.
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Related Links
-
The MRC Mutagenesis Programme, Harwell, England. <http://www.mgu.har.mrc.ac.uk/mutabase/>
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The German Human Genome Project Mouse ENU Mutagenesis Program.
<http://www.gsf.de/isg/groups/enu-mouse.html>
- The
DELBank Project. Links to the DELBank project and John Schimenti's
Joy of Cloning protocol manual. <http://lena.jax.org/~jcs/>
-
Maja Bucan's Lab at the University of Pennsylvania. A short
description of mutagenesis screens for behavioral abnormalities.
<http://www.med.upenn.edu/cnb/bucan.htm>
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Tennessee Genomics Consortium. Links to genomics and mutagenesis
programs in Tennessee (Oak Ridge National Laboratory, Vanderbilt
University, University of Tennessee, Meharry Medical School, and St.
Jude Children's Research Hospital). <http://www.nervenet.org/enu/enu.html>
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A really quick way to get sufficient DNA for a few PCR reactions.