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Vol. 9, Issue 11, 1128-1134, November 1999
METHODS
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ABSTRACT |
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Large-scale sequencing projects have predicted high numbers of gene products for which no functional information is yet available. Hence, large-scale projects, such as gene knockouts, gene expression profiles, and protein-interaction mapping, are currently under way to initiate the understanding of the function of these gene products. The high-throughput strategies that are currently being developed to generate protein-interaction maps include automated versions of the yeast two-hybrid system. These strategies rely on the large-scale construction of DNA-binding domain/protein-of-interest hybrid constructs (DB-X baits). An inherent problem of large-scale two-hybrid systems is that a high percentage of cloned sequences encode polypeptides that, when fused to DB, can activate transcription in the absence of any two-hybrid-interacting partner protein. Here, we describe and validate a genetic strategy that efficiently eliminates such self-activator baits prior to screening procedures. The strategy is based on a negative-growth selection and is compatible with high-throughput settings.
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INTRODUCTION |
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Complete genome sequences are available for several model organisms
[Escherichia coli (Blattner et al. 1997
), Saccaharomyces cerevisiae (Goffeau et al. 1997
), and Caenorhabditis
elegans (C. elegans sequencing consortium 1998
)] and
pathogens (e.g., see Stephens et al. 1998
). These
genome sequences have revealed the need for large-scale projects to
convert genomic information into functional information (Guyer and
Collins 1995
; Lander 1996
; Fields 1997
). For example, in >30 years,
conventional biology has assigned a function to ~500 C. elegans genes of the 19,099 predicted ORFs (e.g., see Walhout et
al. 1998
). Thus, >97% of the C. elegans genome remains to
be characterized functionally.
Several laboratories have initiated the development of genome-wide
functional analysis projects to help address the function of genes
identified by large-scale sequencing efforts. Such projects, collectively referred to as functional genomics, are expected to
predict gene functions and lead to hypotheses at a drastically increased rate. Functional genomics projects include genome-wide expression analysis (Schena et al. 1995
), large-scale gene knockouts (e.g., see Smith et al. 1996
), and protein-interaction maps
(Evangelista et al. 1997
). Protein-interaction maps can be envisioned
as publicly available databases containing large numbers of pairs of
potentially interacting proteins (Walhout et al. 1998
). Their
usefulness stems from the fact that many biological processes rely
heavily on protein-protein interactions, from the formation of large
enzymatic protein complexes (e.g., see Koleske and Young 1994
) to the
regulatory roles of signal-transduction pathways (e.g., see Choi et al.
1994
). So far, most strategies proposed to generate comprehensive
protein-interaction maps have relied on high-throughput versions of the
yeast two-hybrid system (Bartel et al. 1996
; Fromont-Racine et al.
1997
; Flores et al. 1999
; A.J.M. Walhout, R. Sordella, X. Lu, J. Hartley, G. Temple, M. Brasch, N. Thierry-Mieg, and M. Vidal, in prep.).
The yeast two-hybrid system is a powerful genetic method to identify
potential protein-protein interactions. This system circumvents tedious and time-consuming biochemical methods and is thus amenable to
automated high-throughput settings. The two-hybrid system makes use of
the observation that transcription factors are generally composed of
two separable domains, a sequence-specific DNA-binding domain (DB) and
a transactivation domain (AD). When a protein X is fused to DB (DB-X)
and a protein Y to AD (AD-Y), an interaction between X and Y can be
detected by the reconstitution of a functional transcription factor
(DB-X/AD-Y) (Fields and Song 1989
). In the most common application, X
is a single protein, usually referred to as the bait. To identify
potential interaction partners of X, the DB-X bait is screened against
a complex genomic or cDNA AD-Y library.
There is a major limitation inherent to the two-hybrid system. DB-X
fusions that can activate transcription independently of an interaction
with an AD-Y protein (self activators) cannot be used in conventional
forward two-hybrid screens. Self activators include proteins that act
as transcriptional activators in their respective organisms and
maintain this ability in yeast (e.g., see Du et al. 1996
). They also
include proteins that normally act in other processes but exhibit
transcriptional activity when tethered to a promoter in yeast cells
(e.g., see Hu et al. 1997
). In high-throughput settings, large numbers
of baits need to be generated and screened against AD-Y libraries. This
can be accomplished by use of either one of two different strategies.
In one strategy, referred to here as the random strategy, a complex
library of randomly generated DB-X genomic or cDNA clones is screened
against an AD-Y library by yeast-mating procedures (Bartel et al. 1996
; Vidal 1997
) This approach has been used previously to generate an
interaction map for the 55 proteins encoded by the bacteriophage T7
genome (Bartel et al. 1996
). A more directed strategy has also been
proposed in which large numbers of ORFs are PCR amplified and
individually cloned into DB plasmids (Hudson et al. 1997
; Walhout et
al. 1998
). Here again, mating can be used to screen a set of predefined
DB-X fusions against an AD-Y library (Finley and Brent 1994
;
Fromont-Racine et al. 1997
).
In addition to the two classes of self activators described above, both
high-throughput strategies are complicated by the occurrence of
spurious DB-X self activators originating from cloning artifacts. These
can include genomic or cDNA fragments cloned out-of-frame in the random
strategy. For example, ~1% of randomly generated DNA sequences from
E. coli encode polypeptides that can activate transcription in
yeast when fused to DB (Ma and Ptashne 1987
). In the directed strategy,
spurious self activators originating from PCR-induced mutations can
also be a problem if the bait-encoding plasmids are not systematically
verified by sequencing (see below).
The percentage of spurious self activators in particular pools of DB-X
baits can be as high as 5% (~5 × 10
2) (see
below), whereas the frequency of potential interactors for a single
bait is usually <50/106 (~5 × 10
5)
in non-normalized cDNA libraries. Because the frequency of self activators can be higher than the frequency of genuine interactors by
several orders of magnitude, it is crucial for the quality of
protein-interaction maps to develop a convenient method to efficiently
eliminate self activators.
Here, we describe such a method, which is applicable to both random and directed strategies prior to high-throughput two-hybrid screens.
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RESULTS AND DISCUSSION |
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A Genetic Selection to Eliminate Self-Activator Baits
Most versions of the yeast two-hybrid system rely on genetic
selections on the basis of the transcriptional activation of reporter
genes required for growth (e.g., see Vidal and Legrain 1999
). When
activated by DB-X/AD-Y interactions, these reporter genes allow cell
growth under specific conditions (positive selections). Under such
conditions, cells expressing DB-X self activators are equally able to
grow and form colonies in the absence of an AD-Y interaction partner.
Such a positive growth phenotype can be used to identify and manually
remove self activators from a pool of yeast colonies (Bartel et al.
1996
). However, this requires time-consuming manipulations and is
therefore not applicable to large-scale projects.
Recently, we have developed a reverse two-hybrid system, in which the
transcriptional activation of a counterselectable reporter gene is
disadvantageous for growth (Vidal et al. 1996a
). When activated by
DB-X/AD-Y interactions, this reporter gene prevents growth under
particular conditions (negative selection). The reverse two-hybrid
system is most commonly used for the selection of interaction-defective alleles or dissociator peptides or compounds (Vidal et al. 1996b
; Vidal
1997
; Vidal and Endoh 1999
). These reagents can then be used to
validate potential interactions obtained by forward two-hybrid selections. Here, we make use of such a negative selection to eliminate
self activators from large pools of yeast cells. Because it is based on
a genetic selection, this approach does not require time-consuming
manipulations and is thus applicable to large-scale projects.
Our version of the two-hybrid system utilizes two selectable markers
that can be transcriptionally activated by two-hybrid interactions
(Vidal 1997
). The marker used for positive selection is the
GAL1::HIS3 reporter gene (Durfee et al. 1993
). The
HIS3 gene encodes an enzyme involved in histidine biosynthesis
that can be specifically inactivated by the competitive inhibitor
3-aminotriazole (3AT). Hence, it is possible to titrate the level of
3AT so that growth of yeast cells that express only basal levels of
HIS3 would be prevented. Under these conditions, even moderate
increases of HIS3 expression confer a growth advantage.
The counter-selectable reporter gene used for negative selection is
SPAL10::URA3 (Vidal et al. 1996a
). The URA3 gene
encodes an enzyme required for uracil biosynthesis and can be used for positive growth selections on medium lacking uracil. However, this
enzyme can also convert the nontoxic 5-fluoorotic acid (5FOA) into a
toxic byproduct (Boeke et al. 1984
). Thus, on medium containing both
uracil and 5FOA, expression of URA3 is toxic.
To examine whether negative selection with 5FOA can be used for the elimination of self activators, we asked the following two questions. Can self activators be efficiently eliminated with 5FOA? And, how successful are subsequent two-hybrid selections? We addressed these questions in the context of both the random and the directed strategies described above.
General Scheme
The rationale behind our experiments is analogous to any preclearing step of experiments in which background activity needs to be reduced or removed prior to performing the relevant functional test(s). In our scheme (Fig. 1), haploid yeast cells of one mating type are first transformed with a pool of DB-X bait plasmids. As described above, these might include a subpopulation of molecules encoding natural or spurious self activators. Transformants are selected on plates lacking leucine (Sc-Leu) because, in our system, the DB plasmid contains the LEU2 selectable marker. The Leu+ transformants are then transferred to the 5FOA negative-selection plates by replica plating. As described above, self-activator-expressing colonies should not be able to grow under these conditions. After a two-day incubation, the 5FOA resistant colonies are transferred to fresh Sc-Leu plates for recovery. Subsequently, the non-self-activator colonies can be mated with cells of the opposite mating type containing an AD-Y library in a TRP1 vector. Diploids are selected on plates lacking both leucine and tryptophan (Sc-Leu-Trp) and can be submitted to the 3AT-positive selection for the identification of DB-X/AD-Y interactions.
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To control for the efficiency of the preclearing step, the haploid colonies expressing DB-X baits are also transferred to 3AT-positive selection plates, both prior (plate 3AT#1) and subsequent (plate 3AT#2) to the preclearing step (Fig. 1). When colonies are still able to grow on the 3AT#2 plate, additional preclearing steps can be performed (Fig. 1, dotted arrow).
Elimination of Self Activators from a DB-X cDNA Library
To test the scheme described above in the context of the random
strategy, we used two non-normalized mouse 13.5-day embryonic cDNA
libraries, one fused to DB (DB-cDNA) and the other to AD (AD-cDNA).
Different versions of both libraries have already been used to identify
a large number of valid interactors (Chevray and Nathans 1992
; Hu et
al. 1997
). We reasoned that the high complexity of these mammalian cDNA
libraries would provide an ideal test to evaluate the efficiency of the
self-activator preclearing step. In addition, we reasoned that
non-normalized libraries provide a good test for the efficiency of
recovering protein-protein interactions in subsequent forward
two-hybrid selections because several cDNAs that are known to be highly
represented in embryonic libraries encode proteins that physically
interact (Soares et al. 1994
; see below).
The DB-cDNA library was transformed into MATa cells to
obtain ~50,000 transformants. These were replica plated onto both
3AT and 5FOA plates. As seen in Figure 2A, ~2500
colonies were resistant to 3AT and are thus presumed to express
self-activator fusions. This number corresponds to ~5% of the mouse
cDNAs fused to DB and is consistent with the data reported previously
(Ma and Ptashne 1987
).
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To estimate the efficiency of the preclearing step, the recovery plates
were also replica plated onto 3AT plates (Figs. 1 and 2A). The
preclearing of the DB-cDNA library was compared with that of a
reference that consists of a well-described self-activator construct
[DB-DCC (Hu et al. 1997
)] diluted 100-fold in a solution of empty DB
plasmid. Preclearing conditions have already been optimized to allow
efficient elimination of this DB-DCC control self activator (Vidal
1997
). In the experiment shown here, a few hundred colonies had
survived the first negative selection and thus the 5FOA-negative
selection was repeated (not shown). As seen in Figure 2A (right,
bottom), no 3AT resistant colonies could be detected after two rounds
of 5FOA selections, indicating that self activators had been eliminated efficiently.
Simultaneously, the AD-cDNA library was transformed into
MAT
cells to obtain ~50,000 transformants. No growing
colonies were obtained when the corresponding Trp+ transformants
were replica plated onto 3AT plates, indicating that the frequency of
AD-Y self activators is much lower than that of DB-X self activators
(<1/50,000) (data not shown). This result was expected, because in
the absence of a sequence-specific DNA-binding domain, such as DB, the
fusion protein is not tethered to the reporter genes and therefore does
not activate transcription.
To demonstrate that forward two-hybrid selections can be applied after
self-activator preclearing, ~1000 MAT
AD-Y
transformants were pooled, plated, and subsequently replica plated onto
~50,000 precleared MATa DB-X colonies to allow
mating (Fig. 2A). The resulting diploids were selected on Sc-Leu-Trp.
As a negative control, MAT
cells transformed with the
empty AD plasmid alone were used. As expected from the efficiency of
preclearing (Fig. 2A), diploids originating from this mating experiment
produced only a few 3AT-resistant colonies (Fig. 2B, left). In
contrast, when AD-Y and precleared DB-X cells were mated, a substantial number (~200) of 3AT-resistant colonies was observed (Fig. 2B, right). These colonies also exhibited uracil prototrophy and
-galactosidase activity (Vidal 1997
), indicating that they
represent genuine two-hybrid interactors (data not shown).
Next, the identity of the two potential interacting proteins from a
dozen 3AT-resistant colonies was determined by sequencing DB-X and AD-Y
PCR products amplified directly from yeast colonies (Wang et al. 1996
).
The majority of interactor pairs consisted of
- and
-globin,
either in the DB-
-globin/AD-
-globin or in the
DB-
-globin/AD-
-globin orientation. To evaluate the relative presence of the
-globin/
-globin interaction in a larger
number of 3AT-growing colonies, a yeast-colony hybridization experiment with
-globin or
-globin radiolabeled DNA probes was
performed. Approximately 95% of the 3AT-growing colonies represented
the globin-interaction pair, which can be explained by the relative abundance of
- and
-globin cDNAs in both the DB-X and the
AD-Y libraries (~3%) (data not shown).
The recovery of the
-globin/
-globin interaction in this
experiment demonstrates that relevant interactions can be identified after the elimination of self-activator baits by use of 5FOA. In
addition, it indicates that the application of random two-hybrid screens in high-throughput settings requires the use of normalized libraries (Soares et al. 1994
).
Elimination of Mutant SelfActivators Generated by PCR
Although potentially powerful, the random strategy for generating
protein-interaction maps described above is limited by the fact that it
is not directly connected to any particular biological question.
Therefore, several laboratories have recently embarked in a more
directed approach involving large numbers of defined DB-X bait
constructs rather than random DB-X cDNA libraries. Usually, the baits
are selected on the basis of their known or suspected involvement in a
biological process of interest.For example, a protein-interaction map
of yeast proteins involved in RNA splicing has been described recently
(Fromont-Racine et al. 1997
). In the directed strategy, sets of
predefined ORFs must be inserted one-by-one into the DB plasmid prior
to performing two-hybrid screens.
Conventional cloning methods can be time consuming and are thus not
compatible with high-throughput settings. Therefore, they are usually
replaced by the PCR-Gap repair transformation method (e.g., see Vidal
1997
). This method allows the rapid cloning of PCR products into
vectors such as the DB plasmid by direct recombination in yeast. ORFs
are amplified by PCR with primers containing, at their 3'end, the
gene-specific sequences needed for amplification, and at their
5'end, a tail sequence identical to the polylinker sequence of the
DB plasmid. The tail sequences are used to promote recombination of the
PCR products into the DB plasmids in vivo. The Gap-repair method can
easily be automated, because each step of the protocol can be performed
in 96-well plates.
Our laboratory is involved in a C. elegans protein-interaction
mapping project with the directed strategy (Walhout et al. 1998
; A.J.M.
Walhout, R. Sordella, X. Lu, J. Hartley, G. Temple, M. Brasch, N. Thierry-Mieg, and M. Vidal, in prep). In general, large numbers of worm
ORFs are amplified by PCR and inserted into the DB plasmid by Gap
repair. In the course of these experiments, we noticed the occurrence
of an unexpected class of self activators that could greatly complicate
the outcome of the directed strategy, even when applied to other
genomes. For several baits tested in our laboratory so far, a small,
but significant, fraction of the transformants (~5%) exhibited
growth on 3-AT plates. According to our preliminary observations, the
number of baits belonging to this class might be as high as 15%. These
self activators are derived from PCR-induced mutations as shown below
and thus we refer to them as spurious self-activators. They represent
false-positive clones and thus need to be removed prior to applying
two-hybrid selections.
The C. elegans lin-5 gene (M. Lorson, H.R. Horvitz, and S. van
den Heuvel, in prep.) is used here to exemplify the preclearing procedure for such spurious self-activator baits (Fig.
3). The lin-5 ORF was amplified by PCR with
a CMV-lin-5 plasmid as template DNA and primers that contain
both lin-5- and vector-specific sequences (see Vidal 1997
).
The lin-5 PCR fragment was transformed into MaV103 yeast cells
along with linearized DB vector and several hundreds of transformants
were selected on Sc-Leu plates. Approximately 5% of the Leu+
transformants could confer a 3AT-resistant phenotype, suggesting that a
subpopulation of DB-LIN-5 behaves as spurious self-activator baits
(Fig. 3A, left, bottom).
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The genetic selections used here to preclear the self-activator baits were identical to those described above except that only one round of 5FOA selection was sufficient to eliminate all self-activator-expressing colonies (not shown). The preclearing ratio compared with our control was satisfactory, and this is exemplified be the fact that no 3AT-growing colonies could be observed after the recovery on Sc-Leu plates (Fig. 3A, right, bottom).
To address the efficiency of two-hybrid selections subsequent to the preclearing step, a screen was performed with the precleared DB-LIN-5 bait and the data obtained were compared with those from ~100 screens performed without any preclearing step. The LIN-5 interactors identified are still being characterized and will be described elsewhere (M. Lorson, A.J.M. Walhout, M. Vidal, and S. van den Heuvel, in prep.). However, for the purpose of this experiment, the number of different potential interactors found at least twice can be a good indicator of the quality of a screen. Five potential interactors were found for LIN-5, which is in good agreement with the average number of interactors found in the 100 screens mentioned above (M. Vidal, in prep.). Thus preclearing can be applied to DB-X baits that give rise to spurious self activators without significantly affecting the read out of two-hybrid screens.
Finally, we were intrigued by the nature of the molecular events that
could give rise to spurious self-activator baits after PCR
amplification. As recognized previously, PCR amplification can be very
mutagenic (Mulhard et al. 1992
). At least three classes of mutations
can be envisioned, including missense mutations that lead to single
amino acid changes and nonsense or frame-shift mutations that result in
a truncated protein. Interestingly, it has been observed that truncated
versions of several proteins exhibit transcriptional activation,
whereas the corresponding full length does not. Different folding
properties of truncated and full-length proteins are sometimes argued
to explain this phenomenon. Thus, we decided to test whether the
PCR-induced DB-LIN-5-mutated self activators correspond to truncated
versions of the fusion protein. An immunoblot was performed on yeast
extracts prepared from both 5FOA-resistant (non-self activators) and
3AT-resistant (self activators) colonies, with a mixture of three
anti-LIN-5 monoclonal antibodies that recognize the LIN-5 carboxyl
terminus (M. Lorson, H. R. Horvitz, and S. van den Heuvel, in prep.)
(Fig. 3B). As expected, five of five 5FOA-resistant colonies expressed full-length DB-LIN-5 protein. However, four of five 3AT-resistant clones did not. The absence of a LIN-5-specific signal in most extracts
derived from 3AT-resistant clones is consistent with the idea that
PCR-induced mutations can create stop codons or frame-shift mutations
leading to truncated products. It is possible that spurious activation
domains might be accessible to the yeast transcriptional machinery only
in the context of truncated rather than full-length proteins.
Conclusions
Self-activator baits cannot be used in conventional forward two-hybrid selections because they do not depend on any interaction to elevate the expression of the reporter genes. The percentage of such sequences in random cDNA (or genomic) DB-X libraries or in PCR-generated DB-X baits can be higher than the frequency of genuine interactors by several orders of magnitude. Thus, an efficient method is needed to eliminate them prior to performing a forward two-hybrid selection for potential AD-Y interactors.
We have shown here that negative-selection-growth phenotypes can be used to eliminate such self activators from pools of DB-X baits, either present naturally in cDNA libraries, or generated by PCR.
We note that relevant proteins that exhibit self-activation properties
in this assay, and thus would be eliminated as DB-X bait fusions, will
be tolerated when expressed as AD-Y fusions. Thus, they will not
necessarily be precluded from large-scale interaction screens. In
theory however, one might imagine situations in which both interacting
proteins exhibit self-activation properties. For these cases, an
alternative configuration of the two-hybrid system that makes use of
Pol III transcriptional regulation could be used (Marsolier et al. 1997
).
We envision that the feasibility and quality of protein-interaction mapping projects will be greatly improved with the genetic selection against self activators described here.
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METHODS |
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Yeast Manipulations and DB- and AD-cDNA Libraries
The yeast strains MaV103 and MaV203 have been described previously
(Vidal et al. 1996a
). All information concerning yeast manipulations
such as medium, incubation time, and replica plating can be found in
Vidal (1997)
. The 13.5 mouse embryonic AD-cDNA library used in Figure 2
was described in Hu et al. (1997)
. The 13.5 mouse embryonic DB-cDNA
library used in Figure 2 is a kind gift from M. Heymans and R. Bernards
(N.K.I., Amsterdam, The Netherlands). It was generated by cloning into
pPC97 (Vidal 1997
) the inserts from a pre-existing AD-cDNA library
described in Chevray and Nathans (1992)
(details will be published
later). The worm AD-cDNA library used in Figure 3 will be described in
detail elsewhere. PCR reactions directly from yeast cells were
performed essentially as described (Wang et al. 1996
). Automated
sequencing was performed as described in the Perkin Elmer ABI protocol.
PCR/Gap Repair
PCR reactions (50 µl) were assembled on ice and contained 60 mM Tris-SO4 at pH 9.1, 18 mM (NH4)2SO4, 2 mM MgSO4, 50 µg of BSA, 200 µM dNTP, 0.5 µM of each primer, 100 ng of CMV-lin-5 (M. Lorson and S. van den Heuvel, in prep.), and 0.25 units of Elongase Taq polymerase (Life Technologies Inc.). The lin-5 forward primer was 5'-TAGTAACAAAGGTCAAAGACAGGTTGACTGTATCGTCGAGGAGCGTGAGCACATCAGTTGTG-3' (the second codon of the lin-5 ORF is underlined). The lin-5 reverse primer was 5'-GCCG-TTACTTACTTAGAGCTCGACGTCTTACTTAC-TTAGCTTACTGCTTTTTGCTCGAAAA-3' (the lin-5 stopcodon is underlined). Sequences identical to the pPC97 polylinker sequences and required for Gap repair are indicated in bold. The lin-5 sequence was amplified in a reaction consisting of 4 cycles with an annealing temperature of 56°C and 11 cycles with a temperature of 66°C. For Gap repair, MaV103 cells were transformed with 25 ng of pPC97 digested with SalI and BglII, along with 5 µl of PCR product. Colonies were grown on plates SC-Leu to select for pPC97-derived plasmids. Controls included no DNA, linearized vector alone, PCR product alone, and circular pPC97. An increase in the number of colonies of at least 20-fold was observed between linearized vector alone and vector + PCR product.
Western Blot Analysis
The Western blot analysis was performed as described (Vidal 1997
).
The anti-LIN-5 monoclonal antibodies were raised against a
carboxy-terminal domain of the protein (M. Lorson, H. R. Horvitz, and
S. van den Heuvel, in prep.).
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ACKNOWLEDGMENTS |
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We thank our friends and colleagues J. Dekker, L. Matthews and M. Polymenis for careful reading of the manuscript, M. Fitzgerald for help with the sequencing of the Globin-encoding clones, S. van den Heuvel and M. Lorson for their gift of unpublished sequences and antibodies, and their help with questions relating to C. elegans biology, M. Heymans and R. Bernards for the DB-cDNA 13.5-day embryonic library, and E. Harlow for his support at an early phase of this project. The work described here was funded by Grants nos. IRG-173H from the American Cancer Society and 1 RO1 HG01715 A1 from the National Human Genome Research Institute to M.V.
The publication costs of this article were defrayed in part by payment of page charges. This article must therefore be hereby marked "advertisement" in accordance with 18 USC section 1734 solely to indicate this fact.
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FOOTNOTES |
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1 Corresponding author.
E-MAIL: Vidal{at}helix.mgh.harvard.edu; FAX (617) 726-7808.
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REFERENCES |
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Received May 12, 1999; accepted in revised form September 16, 1999.
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