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J. Biol. Chem., Vol. 276, Issue 45, 42259-42267, November 9, 2001
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From the a Department of Molecular and
Cellular Biochemistry, University of Kentucky College of Medicine,
Lexington, Kentucky 40536, c Department of Microbiology and
Molecular Genetics, University of California, Los Angeles,
California, 90095-1489, g Research Genetics Inc. and Applied
Genomics Inc., Huntsville, Alabama 35801, i Department of
Genetics and j Department of Biochemistry and Howard Hughes
Medical Institute, Stanford University School of Medicine, Stanford,
California 94305, and Departments of h Biostatistics,
e Pharmacology, and o Genetics, Lineberger
Comprehensive Cancer Center, University of North Carolina, Chapel Hill,
North Carolina 27599-7295
Received for publication, June 25, 2001, and in revised form, August 21, 2001
Using microarray analysis, we
identified a unique ras superfamily gene, termed
RERG (ras-related and
estrogen-regulated growth
inhibitor), whose expression was decreased or lost in a significant
percentage of primary human breast tumors that show a poor clinical
prognosis. Importantly, high RERG expression correlated with expression of a set of genes that define a breast tumor subtype that is estrogen receptor-positive and associated with a slow rate of
tumor cell proliferation and a favorable prognosis for these cancer
patients. RERG mRNA expression was induced rapidly in
MCF-7 cells stimulated by Microarray analysis of primary human tumors has led to the
identification of novel tumors subtypes that were not identified previously and to the discovery of new genes that may be involved in
the disease process. When using hierarchical clustering to classify
breast tumors based upon variations in gene expression patterns,
~4-5 distinct breast tumor subtypes were identified (1, 2). In
addition, it has been shown that these tumor subtypes were predictive
of disease outcome (2); in the extended study of Sørlie et
al. (2), the breast tumor data was statistically analyzed to
identify genes whose expression patterns correlated with overall
patient survival (2). In the present study, we focus on one of the
genes whose high expression correlated with a favorable patient outcome
and whose expression pattern helped to define a breast tumor subtype
that also expressed the estrogen receptor
(ER).1 This gene encodes a
novel member of the Ras superfamily of small GTPases that we have
designated RERG.
The mammalian Ras superfamily members serve as molecular switches
to regulate a diverse array of cellular functions. These include
control of cellular proliferation, differentiation, regulation of the
actin cytoskeleton, membrane trafficking, and nuclear transport (3-6).
Despite sequence differences between subfamily members, all Ras-related
GTPases contain five highly conserved domains (G1-G5) and function as
guanine nucleotide-dependent molecular switches. For
example, the prototypic Ras proteins transduce signals for growth
and differentiation by alternating between active guanosine triphosphate (GTP)-bound and inactive guanosine diphosphate (GDP)-bound conformational states (7). When in their active GTP-bound state, Ras-related proteins interact through their effector domain with a
variety of cellular targets to elicit their biological effects.
Recently, several novel Ras-related GTPases have been identified
that exhibit amino acid sequence features that distinguish them from
Ras proteins (reviewed in Ref. 8). The Rheb GTPases are conserved from
human to yeast and are subject to regulated expression in response to a
number of stimuli (9, 10). Although the function of Rheb in mammalian
cells is unclear, the yeast Rheb homologue appears to have the ability
to regulate cell cycle progression and arginine uptake. The strong
amino acid identity of Rin and Rit proteins with Ras, particularly
within their effector domains, suggest that Rit and Rin may share
partially overlapping functions with Ras (11-13). Finally,
ARHI is an imprinted tumor suppressor gene in breast and
ovarian carcinomas; expression of ARHI in cancer cells
inhibited cell growth and was associated with down-regulation of cyclin
D1 promoter activity and induction of
p21WAF1/CIP1 (14). Identification of
these atypical family members has expanded our understanding of the
roles of Ras-superfamily GTP-binding proteins in cell physiology and
suggests that they are likely to serve as functionally distinct
regulators of as yet to be characterized signaling cascades.
Here we report the identification of a novel member of the Ras
superfamily of GTP-binding proteins that was discovered through microarray studies of human breast tumors. Because it is homologous to
Ras and regulated in an estrogen-dependent manner, we have termed this gene RERG
(ras-related and
estrogen-regulated growth
inhibitor). RERG has biochemical properties characteristic of the Ras
superfamily, including an intrinsic ability to bind and hydrolyze GTP;
however, overexpression of RERG results in a reduced rate of
proliferation and a significant inhibition of both
anchorage-dependent and anchorage-independent growth.
Microarray Hybridizations and Analysis--
All cDNA
microarrays were produced and hybridized as described in Perou et
al. (1, 15). For the MCF-7 estrogen "add back" experiments,
the parental vector-only MCF-7 control cell line (MCF-7-pCDNA3) was
grown to 50-70% confluency in RPMI + 10% fetal calf serum + penicillin/streptomycin, at which point the cells were switched to
phenol red-free RPMI medium that contained 10% dextran-charcoal-stripped fetal calf serum (Hyclone, Logan, UT) plus
penicillin/streptomycin for 48 h. Some of these estrogen-deprived cells were then cultured in 10 Cell Culture for Transfections--
NIH 3T3 mouse fibroblasts
were maintained in Dulbecco's modified Eagle's medium supplemented
with 10% calf serum. MCF-7 human breast carcinoma cells used in
RERG overexpression studies were maintained in Plasmid Constructions--
The complete RERG gene
cDNA sequence was determined (GenBankTM accession
number AF339750). The RERG gene was amplified from IMAGE EST
clone 28777 using primers that contain EcoRI-NdeI
and BamHI restriction sites and was subcloned into the
corresponding sites of the yeast expression vector pWHA, which contains
a hemagglutinin (HA) epitope tag, to create pWHA-RERG. Next, HA-RERG
was subcloned into the EcoRI-BamHI sites of the
human expression vector pCDNA3, resulting in pCDNA3-HA-RERG. A
full-length RERG expression construct for recombinant RERG
protein production was generated using polymerase chain reaction to
introduce a BamHI site immediately upstream of the initiator
AUG and an XhoI site directly downstream of the 3' stop
codon. The polymerase chain reaction product was subcloned into the
BamHI and XhoI sites of pET-32a (Novagen) to
create pET32a-RERG. Oligonucleotide site-directed mutagenesis was used
to generate the single amino acid substitution mutant
RERGQ64L (pET32a-RERGQ64L). For localization
studies in live cells, RERG in pKH3 was used as a polymerase
chain reaction template to generate open reading frame cassettes for
subcloning into pEGFP-C3 (CLONTECH). The cassettes contained 5' EcoRI and 3' BamHI restriction
enzyme recognition sites and were directionally cloned downstream of
and in-frame with the green fluorescent protein (GFP) tag of the vector
to express GFP-RERG fusion protein.
RNA Isolation and Northern Blot Analysis--
To analyze
RERG expression in human breast derived cell lines, RNA was
isolated from various cell lines by acid-phenol extraction as described
(16). Total RNA (~25 µ g) was resolved on 1.3% agarose/formaldehyde gel, denatured, and transferred to Hybond-N (Amersham Pharmacia Biotech). [ Recombinant Protein Production and Biochemical Analysis--
The
recombinant plasmid pET32a-RERG was used for the expression of
His6-thioredoxin-RERG fusion protein as described (17). After purification on nickel nitrilotriacetic acid-Sepharose (Amersham Pharmacia Biotech), RERG protein was exchanged into 50 mM
Tris, pH 7.5, 150 mM NaCl, 10 mM
Mg2+, 1 mM dithiothreitol, 10% glycerol using
a G-25 desalting column (Amersham Pharmacia Biotech) and stored in
multiple aliquots at
GTP binding to RERG was determined by a nitrocellulose filtration assay
as described previously (18, 19). RERG (1.5 µg) or heat-denatured
RERG (95 °C for 5 min) (1.5 µg) was incubated in binding buffer
(20 mM Tris pH 7.5, 50 mM NaCl, 0.1% Triton X-100, 1 mM dithiothreitol, 40 µg/ml bovine serum
albumin, and 2 µM GTP
GTP hydrolysis was quantitated by thin layer chromatography to resolve
GDP and GTP (13, 18). Because the recombinant RERG fusion protein was
found to contain a contaminating phosphatase activity, unlabeled UTP (2 mM) was added to each reaction as described. GTP hydrolysis
assays were performed in buffer containing 20 mM Tris, pH
7.5, 100 mM NaCl, 1 mM dithiothreitol, 1 mM EDTA, 2 µg of RERG or RERGQ64L, 10 µM [ Western Blot Analysis of Ha-RERG and Biochemical
Fractionation--
Total cell lysates were prepared by first growing
cells to 80% confluence on 100-mm plates. Next, the cells were washed
one time with 1× phosphate-buffered saline and incubated on ice with 1 ml of radioimmune precipitation buffer (150 mM NaCl, 1%
Nonidet P-40, 0.5% deoxycholate, 0.1% SDS, and 50 mM
Tris, pH 7.5) for 30 min with occasional shaking. Cells were then spun
for 10 min at 10,000 × g, and the protein
concentration of the lysate was determined by the Bradford assay
(Bio-Rad). 40 µg of cell lysate was resolved on a 12%
SDS-polyacrylamide gel, and Ha-RERG expression was analyzed by Western
blotting using the anti-HA.11 monoclonal antibody (Berkeley Antibody Co).
Nuclei of MCF-7-pCDNA3 and MCF-7-Ha-RERG clones 2B6, 1C2, and 1C4
were isolated from cultures of 80% confluency cells, trypsinized, washed once with phosphate-buffered saline, and incubated in a 10×
pellet volume of prechilled RSB (10 mM NaCl, 1.5 mM MgCl2, 10 mM Tris-HCl, pH 7.4)
on ice for 10 min. Cells were then Dounce-homogenized on ice. Next, an
aliquot of the cell suspension was examined under a phase contrast
microscope for free nuclei. When greater than 90% of the cell
suspension was free nuclei, it was centrifuged at 1000 × g for 3 min at 4 °C. The supernatant was taken as the cytosolic fraction, and the pelleted nuclei were resuspended in 10 volumes of RSB. The nuclei were centrifuged and next resuspended in 10 volumes of RSB. Equal fractions of the nuclear fraction and cytosolic
fraction were loaded onto a 12% SDS-PAGE gel, and Western analysis was performed.
Localization of GFP-RERG in Cultured Cells--
NIH 3T3, MCF-7,
or MDA-MB-231 cells were transiently transfected with 1 µg of pEGFP
or pEGFP-RERG using the LipofectAMINE PLUS Reagent (Life Technologies,
Inc.) in serum-free medium according to the manufacturer's protocol.
Three hours post-transfection, cells were then switched to growth
medium, and 20 h post-transfection, cells were viewed in a Zeiss
Axiophot fluorescence microscope (63× Plan-APOCHROMAT objective)
equipped with a cooled charge-coupled device (CCD) camera, and
digitized images were captured using MetaMorphTM 4.1.4 digital imaging software (Universal Imaging Corp.). GFP expression was
detected from 20 µg of cell lysate by immunoblotting with anti-GFP
monoclonal antibody (CLONTECH) followed by
anti-mouse horseradish peroxidase-conjugated antibody and visualized by
enhanced chemiluminescence reagent (Pierce).
Anchorage-dependent and Anchorage-independent Growth
Assays--
Growth curves were generated for MCF-7 cells expressing
wild type RERG protein or vector controls as described (20). In brief,
stable transfectants were seeded at 2 × 104
cells/well in 6-well plates, then trypsinized and counted in triplicate
at the indicated times after seeding. Soft agar growth analyses were
performed as described previously (20). Briefly, 104 MCF-7
cells stably expressing empty vector (control) or RERG overexpressing
clones 1C4, 1C2, or 2B6 were seeded in duplicate into 0.3% Bacto-agar
(Difco) over a 0.6% agar bottom layer, with colonies quantitated after
~20 days.
Tumorigenicity in Nude Mice--
Tumorigenicity analyses were
performed as described previously (20), except that 0.72 mg/60-day-time-release 17- RERG Expression in Primary Breast Tumors--
To further
investigate the complex variations in gene expression patterns seen
within primary human breast tumors, a new analytical method called
statistical analysis of microarrays (SAM) (21) was used to analyze
microarray data obtained from 78 different human breast tumors (2).
This analysis resulted in the identification of 264 genes whose
expression correlated with overall patient survival (see Sørlie
et al. (2), Fig. 7 at
genome-www.stanford.edu/breast_cancer/mopo_clinical for the complete
264 clone survival associated cluster diagram). Of particular interest
were genes in which high expression was associated with favorable
patient outcomes and the longest relapse free survival times. A single
cluster of genes, which we refer to as the "luminal epithelial/ER+"
cluster, contained most of the genes whose high expression was
associated with long survival times (2); included within this set of
genes was the ER, a known estrogen-regulated gene (LIV-1), and a novel
Ras-like GTPase that we call RERG for
ras-related and
estrogen-regulated growth-inhibitor
(Fig. 1A). The mRNA
expression pattern of RERG across these 78 breast tumors was
a statistically significant predictor of patient outcome in a
univariate analysis (p = 0.0037); however, as would be
expected by its expression pattern, it was not an independent predictor
of outcome in a multivariate analysis because of its correlation with
ER expression (p = 0.0001).
The expression pattern of RERG was further investigated in a
series of breast-derived cell lines. Northern blot analysis detected RERG mRNA in all of the estrogen receptor-positive
breast-derived cell lines (MCF-7, MCF-10A, BT474, and T47D) but not in
any of the ER-negative cell lines examined (SKBR3, MDA-MB-231, Hs578T, and BT-549 cells) (Fig. 1B).
Nucleotide Sequence and Expression of the RERG Gene--
The
RERG gene is encoded by an ~2.6-kilobase mRNA that
contains a single open reading frame of 600 nucleotides
(GenBankTM accession number AF339750). The putative 5'
untranslated region includes an in-frame stop codon 87 nucleotides 5'
to the putative translation start site, and the sequence surrounding
the first ATG fits the consensus sequence for an efficient translation
start site (22). The tissue distribution of RERG mRNA
expression was determined by Northern blot analysis and screening of
dbEST; a 2.6-kilobase transcript was detected in all 8 tissues examined (heart, brain, placenta, lung, liver, skin, kidney, and pancreas), with
the highest levels of expression in heart, kidney, and pancreas (data
not shown). A potentially ubiquitous pattern of expression is supported
by Unigene/dbEST expression data (Hs.21594/hypothetical protein
MGC15754/accession Number BC007997), which indicates that RERG is found
in brain, kidney, muscle, prostate, uterus, adrenal gland, aorta, eye,
lung, placenta, stomach, and testis. The RERG gene is
located at 12p12, is contained within two overlapping bacterial
artificial chromosome clones (AC007543 and AA022334), and is composed
of four exons, the first two of which are separated by a 95-kilobase
intron. Analysis of the RERG gene genomic sequence identified two potential consensus ER binding sites within the 5'
upstream region (data not shown).
RERG Is an Estrogen-responsive Gene--
The location of
RERG within a gene expression cluster that includes the ER,
the high expression of RERG in ER-positive breast cell
lines, and the presence of two potential ER binding sites within the
promoter region suggested that RERG might be an
estrogen-responsive gene. To evaluate this possibility, we used
cDNA microarray analysis and examined RERG expression in
response to RERG Is a GTP-binding Protein with Intrinsic GTPase
Activity--
The predicted amino acid sequence of the RERG protein is
encoded by an open reading frame of 600 base pairs that codes for a
199-amino acid protein that is 50 and 47% identical to the
Dictyostelium Ras-D and Ras-S proteins respectively, and 44 to 45% identical to human Rit, TC21/R-Ras-2, M-Ras/R-Ras-3, Rin, and
Rap1b (Fig. 2). Although RERG shares
significant sequence identity and organization with Ras, it also
contains a number of unique features. First, RERG has an alanine at the
position corresponding to the glycine at position 12 of Ki-Ras.
Substitution of this residue with alanine results in the
constitutive activation of Ras (23). Another unique feature of RERG is
that it lacks any known COOH-terminal prenylation motif, indicating
that it is not subject to post-translational prenylation (24, 25).
Prenylation facilitates the association of Ras with the plasma
membrane, and nonprenylated mutants of Ras are rendered completely
inactive. Instead, stretches of basic residues are found in the RERG
COOH-terminal region. These unique COOH-terminal features of RERG are
similar to those of Rit and Rin (11-13).
The GTP binding activity of recombinant RERG was assayed using
[35S]GTP
The RERG dissociation curves follow a single exponential pattern, as
would be expected for a single class of nucleotide binding site (Fig.
3D). The half-life for [3H]GDP release from
RERG was extremely slow and, therefore, difficult to assess accurately
in this study (half-life > 60 min). Surprisingly, RERG released
GTP
To determine whether RERG was able to hydrolyze GTP to GDP, recombinant
RERG was incubated with [ Subcellular Localization of RERG--
To determine the subcellular
localization of RERG, we transiently expressed a GFP-tagged RERG fusion
protein in the MCF-7 and MDA-MB-231 human breast tumor-derived cell
lines and in NIH 3T3 mouse fibroblasts. As shown in Fig.
4A, transient transfection with the wild type GFP-RERG vector led to the production of an intact
GFP-RERG fusion protein, as determined by anti-GFP Western blotting.
Epifluorescence microscopy of live cells transiently expressing
GFP-RERG revealed a uniform and diffuse distribution throughout the
cell cytoplasm, including some signal in the nucleus (Fig.
4B). A similar expression pattern and distribution was
detected in MCF-7 cells stably expressing HA-epitope tagged RERG and in a series of additional cell lines transiently expressing GFP-RERG (data
not shown). No cells were observed that exhibited a plasma membrane
localization of RERG, which is consistent with the lack of a
COOH-terminal prenylation signal sequence. This distribution is similar
to that seen in cells expressing GFP alone (Fig. 4B). The
distribution of HA-tagged RERG was further examined using biochemical
fractionation and Western blot analysis and showed that HA-RERG was
present in the cytosolic fraction of MCF-7 cells that were stably
expressing HA-RERG fusion proteins (Fig. 4C).
RERG Is a Growth Inhibitor in MCF-7 Breast Carcinoma
Cells--
The core effector domain of Ras (residues 32-40) is
critical for Ras interactions with Raf and other effector proteins (4). RERG shares strong, but incomplete, identity with Ras in this region,
suggesting the possibility that RERG may interact with effectors of Ras
(Fig. 2). To address this possibility, we characterized the potential
interaction between RERG and a panel of known Ras effectors. No
interactions between RERG and Raf, Ral guanine nucleotide dissociation
stimulator (RalGDS), phosphoinositide 3-kinase, Rin1, or Rin2 were
detected using a yeast two-hybrid assay (data not shown). Consistent
with the lack of interaction of RERG with Ras effectors, RERG
expression did not result in the appearance of foci of transformed
cells when tested in a NIH 3T3 focus-formation assay (data not shown).
Furthermore, unlike what was seen for other Ras-related proteins that
lack COOH-terminal CAAX motifs (27), no cooperation with
activated Raf to cause focus-formation was seen. Finally, we did not
observe any significant inhibitory effects of wild type or mutant RERG
expression on the transformation of NIH 3T3 cells by
H-Ras61L (data not shown).
When we closely examined the expression of RERG across the
breast tumors presented in the study by Sørlie et al. (2)
and compared this expression pattern with the expression of the
"proliferation" cluster set of genes (1, 15, 28, 29), we observed
that the tumors that most highly expressed RERG tended to be
the least proliferative and the ones with low to no RERG
expression tended to be the most proliferative (see
genome-www.stanford.edu/breast_cancer/mopo_clinical). The lack of
RERG expression within many breast carcinomas that are
highly proliferative suggests that RERG may function as an inhibitor of
growth. To address this possibility, we generated MCF-7 cell lines
stably overexpressing wild type RERG and evaluated the consequences on
growth in vitro and in vivo. We chose MCF-7 cells
for these analyses because they were positive for RERG
mRNA expression and are an ER-positive cell line. Clonal
populations of MCF-7 cells stably transfected with an expression vector
encoding a HA epitope-tagged version of wild type RERG were generated; empty pCDNA3 vector-transfected cells were also isolated as
controls for these analyses. Western blot studies with anti-HA
antibodies verified expression of HA-RERG in three clonal
RERG-overexpressing isolates, with the highest expression seen in 2B6,
then 1C4, and lowest expression in 1C2 (Fig.
5A).
We first assessed the consequences of constitutively high
RERG expression on the rate of proliferation when the cultures were maintained on plastic. All three clonal cell lines expressing HA-RERG
showed reduced rates of cell proliferation when compared with the
vector-transfected control cell line (Fig. 5B). A similar growth inhibition was observed with MCF-7 cells when RERG expression was transient-induced under the control of an inducible promoter (data not shown). Second, we determined if RERG overexpression affected
anchorage-independent growth potential of MCF-7 cells. We determined
that MCF-7 cells expressing HA-RERG showed greatly reduced
colony-forming efficiency (50-80% reduction) in soft agar when
compared with the control vector only MCF-7 cells (Fig. 5C). Finally, we determined if the in vivo tumorigenic potential
of MCF-7 cells was influenced by RERG overexpression. For these
analyses, we inoculated the cell lines subcutaneously into nude mice
and implanted estrogen pellets for timed release of estrogen. Tumors grew at each site injected with empty vector control MCF-7 cells with a
latency of ~52 days (Table I). Tumors
were also observed in mice injected with low HA-RERG-expressing 1C4
cells with a similar latency. In contrast, mice injected with the high
HA-RERG-expressing 2B6 clone remained tumor-free for an additional
month (Table I).
We employed microarray analyses to identify genes whose expression
correlated with a favorable prognosis for breast cancer patients. One
gene identified represents a novel ras-related gene that we
have designated RERG
(ras-related and
estrogen-regulated growth
inhibitor). We determined that RERG expression was decreased or lost in a significant percentage of primary human breast tumors that
showed a poor clinical prognosis and was regulated by estrogen stimulation in vitro. Like Ras, RERG protein can bind and
hydrolyze GTP, indicating that RERG also functions as a GTPase. Unlike
Ras, RERG lacks any known COOH-terminal prenylation signal sequence and
exhibited a cytosolic rather than plasma membrane subcellular location.
RERG did not interact with effectors of Ras, indicating that RERG
function is likely distinct from that of Ras. Finally, in contrast to
the growth-promoting activity associated with Ras and other Ras-related
proteins, RERG overexpression inhibited the growth of breast tumor
cells in vitro and in vivo. When taken together,
these observations support an important role for the loss of RERG
function in the development of breast cancer.
We have identified a novel estrogen-regulated member of the Ras
superfamily of small GTP-binding proteins. Analysis of the RERG cDNA sequence indicates that it encodes a protein
of 199 amino acids with a deduced molecular mass of 22,607 Da. The
regions with highest homology between RERG and other Ras family members corresponds to the five regions of Ras involved in GTP binding (G1-G5)
(Fig. 2) (30). The core consensus sequence of the G1 region,
GX4GK(S/T) (Ras residues 10-17) is present in
RERG; however, RERG contains an alanine at the position corresponding
to glycine 12 of Ras and the majority of Ras superfamily proteins.
Interestingly, ARHI/NOEY2 also harbors a naturally occurring
"activating" substitution at this position. A G12A substitution in
Ras causes an impairment of intrinsic GTPase activity and results in a
constitutively activated and transforming Ras protein (23). We found,
however, that RERG possesses an intrinsic GTPase activity that was
impaired when a mutation analogous to the RasQ61L mutation,
which abolishes the intrinsic and GTPase-activating protein-stimulated GTPase activity of Ras and other Ras family GTPases, was introduced into RERG. Thus, despite this
structural difference from Ras, it is possible that RERG is not
constitutively active and GTP-bound. It will be important to determine
whether there are specific guanine nucleotide exchange factors and/or GTPase-activating protein that regulate RERG function and if RERG-GTP levels are regulated by extracellular stimulus-mediated signaling pathways.
Although RERG shares strong sequence identity with the core effector
domain of Ras, we determined that RERG did not bind to Raf and other
effectors of Ras. This observation together with the lack of
transforming activity in NIH 3T3 cells argues that RERG function is
mediated by interactions with downstream targets distinct from those of
Ras. Although many Ras superfamily GTPases have been described as
positive regulators of cell growth and differentiation (8), others
including Rap1 and ARH1 have been implicated as negative regulators of
Ras-mediated pathways (14, 31). Our studies suggest that RERG functions
as a negative growth regulator without directly affecting Ras
signaling. Defining RERG-mediated signaling cascades will require
further investigation.
Most Ras-related proteins are membrane-associated and specific membrane
localization is both essential and central to their biological activity
(25, 32). Membrane binding generally requires the post-translational
addition of a COOH-terminal isoprenyl group by a mechanism that
involves the prenyltransferase recognition of conserved cysteine motifs
(prenylation) as well as other CAAX-signaled posttranslational modifications (24). One of the distinguishing structural features of RERG is a unique COOH-terminal sequence that
contains stretches of basic residues but lacks a consensus motif for
lipid modification (Fig. 2). Indeed, epifluorescence microscopy
revealed that RERG is predominately localized in the cytoplasm when
expressed in a variety of cell types including breast derived cell
lines (Fig. 4). In this regard, RERG is similar to the recently
described Rem/Rad/Gem/Kir proteins, which lack a COOH-terminal
CAAX motif and appear to be localized to the cytosol (18,
33). Additional studies including the localization of endogenous RERG
protein and studies to identify RERG-interacting proteins, will be
necessary before the significance of this unique cellular distribution
can be fully understood.
An important finding of this study is that the expression of
RERG in MCF-7 breast carcinoma cells can be modulated by
estrogen and anti-estrogen treatment (Fig. 1C). Estradiol
stimulation markedly and rapidly increased the expression of
RERG in a time-dependent manner, whereas
tamoxifen or estrogen deprivation potently repressed RERG expression to
no expression. Because two consensus estrogen response elements were
found within the promoter region of the RERG gene, we
believe RERG to be an estrogen-regulated gene. Consistent with this
hypothesis is our finding that RERG expression demonstrated a high degree of correlation with ER in both breast tissue-derived cell
lines and primary tumors (Fig. 1, A and B). The
expression of the estrogen receptor has important implications for the
biology of breast carcinomas. Patients with tumors that express ER have a longer disease-free interval and overall survival than those patients
with tumors that lack ER expression (34, 35). The marked physiological
and phenotypic differences between ER-positive and ER-negative breast
tumors have been hypothesized to be due to differences in gene
expression between these two tumor types. Therefore, there is a great
need to identify estrogen-responsive genes within primary breast tumors
and define their role in tumorigenesis. These studies indicate that
RERG may be of biological and/or clinical importance in breast cancer
and suggest an important role for RERG in the physiological response of
breast epithelial cells to estrogen.
The role of RERG in breast tumor growth was evaluated in several
experimental models. The overexpression of RERG in MCF-7 cells markedly
inhibited their anchorage-dependent growth rates under
standard tissue culture conditions (Fig. 5B). More
importantly, elevated RERG expression significantly reduced colony
formation in soft agar (Fig. 5C) and inhibited tumor
formation in nude mice (Table I). Taken together, these results suggest
that loss of RERG expression may facilitate transformation of breast
luminal cells. It should be noted that the phenotypes caused by
overexpression of RERG in MCF-7 cells are entirely consistent with its
expression pattern seen across the set of 78 breast tumors presented in
Fig. 1; the group of tumors that most highly expressed the luminal epithelial/ER-positive set of genes (that contains RERG and termed "luminal subtype A"), were on average some of the least
proliferative tumors (1, 2). These studies suggest that RERG may
function as a negative growth regulator in breast epithelial cells.
Whether this inhibition depends on the cellular context in which RERG is expressed and the identification of the signal transduction cascades
that are impacted remains to be determined.
*
This work was supported in part, by a grant from the
Charlotte Geyer Foundation (to D. A. A.). NCI, National Institutes of Health and the Howard Hughes Medical Institute also provided support for this research.The costs of publication of this
article were defrayed in part by the
payment of page charges. The article
must therefore be hereby marked
"advertisement" in
accordance with 18 U.S.C. Section
1734 solely to indicate this fact.
The nucleotide sequence(s) reported in this paper has been submitted to the GenBankTM/EMBL Data Bank with accession number(s) AF339750.
b
These three authors contributed equally to
this work.
d
Supported by United States Public Health
Service National Research Service Award GM07185.
f
Supported as a Merck Fellow of the Life
Science Research Foundation.
k
An Associate Investigator of the Howard
Hughes Medical Institute.
l
Supported by National Institutes of Health
Grant CA69577.
m
Supported by National Institutes of Health
Grant CA41996.
n
To whom correspondence should be addressed:
To C. M. P.: Lineberger Comprehensive Cancer Center, CB# 7295, The
University of North Carolina, Chapel Hill, NC 27599-7295. Tel.:
919-843-5740; Fax: 919-843-5718; E-mail: cperou@med.unc.edu. To
D. A. A.: Dept. of Molecular and Cellular Biochemistry, University of
Kentucky College of Medicine, Rm. 639 Chandler Medical Center, 800 Rose St., Lexington, KY 40536. Tel.: 859-257-6775; Fax: 859-323-1037; E-mail: dandres@pop.uky.edu.
Published, JBC Papers in Press, August 31, 2001, DOI 10.1074/jbc.M105888200
The abbreviations used are:
ER, estrogen
receptor;
HA, hemagglutinin antigen;
GTP
RERG Is a Novel ras-related,
Estrogen-regulated and Growth-inhibitory Gene in Breast Cancer*
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ABSTRACT
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INTRODUCTION
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DISCUSSION
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-estradiol and repressed by tamoxifen treatment. Like Ras, RERG protein exhibited intrinsic GDP/GTP binding
and GTP hydrolysis activity. Unlike Ras proteins, RERG lacks a known
recognition signal for COOH-terminal prenylation and was localized
primarily in the cytoplasm. Expression of RERG protein in MCF-7 breast
carcinoma cells resulted in a significant inhibition of both
anchorage-dependent and anchorage-independent growth
in vitro and inhibited tumor formation in nude mice. These features of RERG are strikingly different from most Ras superfamily GTP-binding pro-teins and suggest that the loss of RERG expression may
contribute to breast tumorigenesis.
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INTRODUCTION
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ABSTRACT
INTRODUCTION
EXPERIMENTAL PROCEDURES
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DISCUSSION
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EXPERIMENTAL PROCEDURES
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ABSTRACT
INTRODUCTION
EXPERIMENTAL PROCEDURES
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DISCUSSION
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8 M
-17-estradiol (Sigma) for 4, 8, and 24 h. For the
tamoxifen-treated samples, 70% confluent cultures of MCF-7-pCDNA3
in RPMI + 10% fetal calf serum + penicillin/streptomycin media
containing phenol red were treated with either 1 or 6 µM
tamoxifen (Sigma) for 48 h. mRNA was prepared from each sample
using a FastTrack 2.0 mRNA kit (Invitrogen) and compared on
23,000-clone or 44,000-clone cDNA microarrays prepared at Stanford
University (1). In the case of the tamoxifen-treated samples, the
control untreated cells were labeled with Cy3 and compared with the
tamoxifen-treated samples that were labeled with Cy5; for the estrogen
add back experiments, the 48-h estrogen-deprived culture was labeled
with Cy3 and compared with the estrogen-treated samples (Cy5).
-modified
Eagle's medium supplemented with 10% fetal calf serum. MCF-7
cells overexpressing wild type RERG or vector alone (designated
MCF-7-Ha-RERG or MCF-7-pCDNA3) were generated by transfecting cells
with either pCDNA3-Ha-RERG or pCDNA3. Stable MCF-7
transformants were selected for resistance to 0.5 mg/ml G418, and
individual clones were isolated using cloning rings. All transfections
were performed using LipofectAMINE (Life Technologies, Inc.). Human
breast cell lines used in the Northern blot analyses were obtained from ATCC.
-32P]dCTP-labeled
RERG or GAPDH cDNA was prepared with the
random prime kit (Roche Molecular Biochemicals), purified with
Sephadex G50 NICK column (Amersham Pharmacia Biotech), and hybridized
to the RNA samples using PerfectHyb (Sigma). A similar process was used
to probe a human multiple tissue Northern blot
(CLONTECH).
70 °C. Protein concentrations were determined
by the Bradford assay (Bio-Rad) using bovine serum albumin as a
standard. Recombinant RERG bound 0.12-0.18 mol of nucleotide/mol as
measured by rapid filtration assay (13, 18).
S (0.24 µCi/sample)) containing
1 mM EDTA for 1 min at 22 °C, and the free magnesium
concentration was adjusted to 10 mM to initiate nucleotide
binding. After incubation at 22 °C for the indicated times, aliquots
were withdrawn and filtered immediately through BA85 filters
(Schleicher and Schuell), and the amount of bound nucleotide was
determined by scintillation counting. Assays to determine the
concentration dependence and specificity of binding and monitor guanine
nucleotide dissociation were performed as described (13, 18).
-32P]GTP (0.18 Ci/mmol), and either
4 mM UTP or 2 mM UTP and 2 mM GTP.
Reactions were incubated at 22 °C for 1 min after which the Mg2+ concentration was adjusted to 10 mM. The
reactions were then incubated at 37 °C for the indicated times, and
1-µl aliquots were removed and analyzed as described. The data were
quantified using a STORM 850 PhosphorImager (Molecular Dynamics). The
percentage of GTP hydrolysis was calculated by dividing the amount of
radioactivity in the GDP region by that of the sum of the GTP and GDP regions.
-estradiol pellets (Innovative Research of
America) were implanted subcutaneously ~24 h before the injection of
cells. MCF-7 cells stably expressing empty vector or RERG medium or
high expressing clones (1C4 and 2B6, respectively) were injected
subcutaneously into 6-8 week athymic nude (BALB/c nu/nu) female mice
at 106 cells/site at two sites per animal (dorsal flanks).
Tumor formation was monitored at least twice a week and measured using
calipers over the skin of the animal from 9-70 days
post-injection.
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DISCUSSION
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Fig. 1.
mRNA expression of RERG
across 78 breast tumors, 3 fibroadenomas, and 4 normal breast
samples. A, the RERG gene (identified in
pink) expression pattern is part of the luminal
epithelial/ER-positive subset of genes as defined in Sørlie et
al. (2). The luminal epithelial/ER-positive portion of a
hierarchical-cluster diagram is shown and was taken from the larger
cluster diagram formed when using the 264 cDNA clones that
statistically correlated with overall patient survival (see Fig. 7 at
//genome-www.stanford.edu/breast_cancer/mopo_clinical for the complete
SAM 264 cluster diagram). The GenBankTM accession numbers
next to each gene name represents the accession number for the actual
cDNA clones that were spotted on the microarrays. B,
Northern blot analysis of endogenous RERG expression in
human breast-derived cell lines and rat intestinal epithelial cells
(RIE-1). C, summary of estrogen modulation microarray
experiments. Untreated MCF-7 cells grown in phenol red-containing media
(Cy3) were compared with either 48-h estrogen-deprived cells (Cy5) or
48-h tamoxifen (TAM)-treated cells (Cy5) (left
panel of C). 48-h estrogen-deprived cells (Cy3) were
compared with cells that were first deprived of estrogen for 48 h
and then stimulated with estrogen for 4, 8, or 24 h (Cy5)
(right panel of C). Selected gene expression
results are shown, with the behavior of two known estrogen-regulated
genes (cathepsin D and protein kinase H11 (36, 37)) displayed along
with RERG and two other genes (X-box-binding protein 1 and
NAT1) that were also contained within the luminal
epithelial/ER-positive expression cluster. The color scale, which
represents the fold change observed, for A (relative
to the median expression) and C is present at the lower
right. All microarray data can be obtained at
genome-www4.stanford.edu/MicroArray/SMD.
-estradiol stimulation in the estrogen-responsive MCF-7
cell line (see www4.stanford.edu/MicroArray/SMD for all microarray
primary data files). MCF-7 cells grown in estrogen-free media for 2 days were supplemented with
-estradiol (1 × 10
8 M) for 4, 8, or 24 h
before harvesting mRNA and were compared with 48-h
estrogen-deprived MCF-7 cultures. As seen in Fig. 1C, RERG was rapidly expressed in response to
-estradiol
treatment (1.9-fold stimulation after 4 h and 3-fold after 24 h), suggesting that it is a direct target of activated ER. Tamoxifen,
an ER antagonist in the breast, acts as an inhibitor of
estrogen-induced responses including the regulation of ER-responsive
genes. Thus, the effect of tamoxifen (6 µM) in the
presence of estrogen was examined on global gene expression patterns.
As expected for an ER-regulated gene, RERG expression was
completely repressed by tamoxifen and induced by estrogen although not
as dramatically as other known estrogen-regulated genes (see cathepsin
D and protein kinase H11 for examples of how known ER-responsive genes
behaved in these experiments) (Fig. 1C).

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Fig. 2.
Comparison of the amino acid sequences of the
predicted human proteins RERG, TC21, Ki-Ras, Rin, and
Dictyostelium Ras-S. The alignment was performed
with the CLUSTAL W1.6 program (38). Hyphens represent gaps
introduced for optimal alignment. Numbers are residue
numbers. Amino acid residues that are identical in at least four of the
five proteins in the alignment are placed in shaded boxes,
and amino acid similarity is indicated by boxes.
Consensus sequences for GTP binding regions (G1-G5) (heavy
line) and the position of conserved CAAX motif
(dashed line) are labeled. The position of alanine 15 in
RERG is indicated with an asterisk. h-, human;
d, Dictyostelium.
S, and bound GTP was separated by rapid
filtration. As seen in Fig.
3A, native recombinant RERG
but not heat-inactivated RERG binds GTP
S rapidly in a
Mg2+-dependent manner upon incubation under
standard nucleotide exchange conditions. As observed with other
GTPases, the association of guanine nucleotides with RERG was greatly
effected by the concentration of magnesium ions. Replacement of
MgCl2 in the reaction with EDTA completely abolished
GTP
S binding (data not shown). The binding of both GDP and GTP
S
was time- and concentration-dependent (Fig. 3B).
The ability of various nucleotides to compete for
[35S]GTP
S binding to RERG was also examined and showed
that RERG is a specific guanine nucleotide-binding protein, since an
excess (20-fold) of unlabeled GTP
S, but not CTP, UTP, or ATP, could compete for [35S]GTP
S binding (Fig. 3C).
These GTP binding properties are shared with those of Ras and all other
Ras superfamily GTPases.

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Fig. 3.
Biochemical properties of RERG.
A, the time dependence of guanine nucleotide binding to RERG
was determined by incubating 1.5 µg of RERG (open circle)
or heat-denatured RERG (closed circle) with 2 µM [35S]GTP
S and 1 mM EDTA
for 1 min. The free Mg2+ was then adjusted to 10 mM to initiate GTP
S binding. At the indicated times, the
amount of [35S]GTP
S bound was determined by rapid
filtration and scintillation counting. B, the concentration
dependence of guanine nucleotide binding to RERG was determined by
incubating EDTA-treated RERG (1.5 µg) with the indicated
concentration of either [3H]GDP (closed
circle) or [35S]GTP
S (open circle).
Free Mg2+ was adjusted to 10 mM, and
radiolabeled nucleotide binding was determined by rapid filtration.
C, the specificity of RERG guanine nucleotide binding was
determined by incubating RERG (1.5 µg) with 2 µM
[35S]GTP
S (Control) or 2 µM
[35S]GTP
S and 40 µM indicated
non-radiolabeled ribonucleotide with 1 mM EDTA for 1 min.
Free Mg2+ was then adjusted to 10 mM, and the
bound [35S]GTP
S at 10 min was determined by rapid
filtration. The amount of radionucleotide bound in the absence of
non-radiolabeled ribonucleotide was set as 100%. D, the
guanine nucleotide dissociation rates from RERG were determined by
incubating RERG (1.5 µg) with either 2 µM
[3H]GDP (open circle) or
[35S]GTP
S (closed circle) and 1 mM EDTA for 1 min. The free Mg2+ was then
adjusted to 10 mM to initiate binding. To initiate
dissociation, a 100-fold molar excess of unlabeled GDP or GTP
S was
added, and the exchange of radiolabeled nucleotide was measured as
described under "Experimental Procedures." The amount bound at 0 min was set to 100%. E, the ability of RERG and
RERGQ64L to hydrolyze GTP was determined as described under
"Experimental Procedures." RERG (squares) and
RERGQ64L (circles) (2 µg) were incubated with
[
-32P]GTP (10 µM; 2 Ci/mmol) and 1 mM EDTA in the presence of either 4 mM UTP
(open symbols) or 2 mM UTP and 2 mM
GTP (closed symbols) for 1 min. The free Mg2+
was then adjusted to 10 mM to initiate binding, and 1-µl
aliquots were removed and analyzed by thin layer chromatography. All
values are the average of duplicate points and are representative of
experiments repeated at least three times. WT, wild
type.
S quite rapidly, with a half-life of ~7 min. This rapid rate of
release is in contrast to the slower rate of release seen for the
majority of Ras-related proteins.
-32P]GTP, and the products
were analyzed by thin-layer chromatography. As seen in Fig.
3E, recombinant RERG was capable of hydrolyzing [
-32P]GTP in the presence of an excess of unlabeled
UTP. When UTP was replaced with GTP, we did not observe the production
of GDP, suggesting that the hydrolysis represents RERG-mediated GTPase activity. Further proof that the GTPase activity is intrinsic to the
RERG protein comes from analysis of the RERG mutant,
RERGQ64L. The analogous mutation in Ras (Q61L) results in a
protein with decreased GTPase activity, and this mutation is found in
constitutively activated and transforming forms of Ras (26). The
initial characterization of RERGQ64L found it to have
guanine nucleotide binding properties that were similar to the wild
type protein; however, the GTPase activity of this mutant was greatly
reduced (Fig. 3E).

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Fig. 4.
Subcellular distribution of RERG in living
cells. A, Western blot analysis of MCF-7, MDA-MB-231,
and NIH 3T3 cells using an anti-GFP monoclonal antibody
(CLONTECH) shows that GFP-RERG is expressed at the
predicted molecular weight for the fusion protein. B, RERG
is expressed in the cytoplasm and nucleus of MCF-7, MDA-MB-231, and NIH
3T3 cells when ectopically expressed. The cell lines were transiently
transfected with DNA constructs encoding unfused GFP (top
panels) or GFP-RERG (bottom panels), and the live cells
were examined by epifluorescence microscopy as described under
"Experimental Procedures." C, biochemical fractionation
of MCF-7 cell clones that stably express Ha-RERG into nuclear
(N) and cytoplasmic (C) fractions shows that
HA-RERG is predominately located in the cytoplasmic fraction.

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Fig. 5.
Inhibition of anchorage-dependent
and anchorage-independent growth of MCF-7 cells by the expression of
RERG. A, cytosolic extracts (40 µg of protein) from
MCF-7 cells stably expressing empty vector or Ha-RERG overexpressing
clones 1C2, 1C4, or 2B6 were subjected to Western blot analysis using
an anti-HA monoclonal antibody. B, growth curves for MCF-7
cells stably expressing empty vector or Ha-RERG clones were generated
as described under "Experimental Procedures." Cells were counted
from triplicate wells every day for 7 days. Data shown are
representative of three independent experiments. C, MCF-7
clones stably expressing empty vector or Ha-RERG isolates 1C4, 1C2, or
2B6 were seeded in duplicate into 0.3% soft agar over a 0.6% agar
bottom layer and maintained at 37 °C. Colonies were quantitated
after ~20 days. Data shown are expressed as a percent of colonies
formed by control vector-transfected cells and are an average of three
independent experiments.
Suppression of MCF-7 cell tumor formation in nude mice by Rerg
expression
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EXPERIMENTAL PROCEDURES
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DISCUSSION
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FOOTNOTES
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ABBREVIATIONS
S, guanosine
5'-o-(3-thiotriphosphate);
Raf, Raf proto-oncogene serine/threonine
protein kinase;
Rin, Ric (Drosophila)-like, expressed in
neurons;
GFP, green fluorescent Protein.
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ABSTRACT
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EXPERIMENTAL PROCEDURES
RESULTS
DISCUSSION
REFERENCES
1.
Perou, C. M.,
Sørlie, T.,
Eisen, M. B.,
van de Rijn, M.,
Jeffrey, S. S.,
Rees, C. A.,
Pollack, J. R.,
Ross, D. T.,
Johnsen, H.,
Akslen, L. A.,
Fluge, Ø.,
Pergamenschikov, A.,
Williams, C.,
Zhu, S. X.,
Lønning, P. E.,
Børresen-Dale, A.-L.,
Brown, P. O.,
and Botstein, D.
(2000)
Nature
406,
747-752[CrossRef][Medline]
[Order article via Infotrieve]
2.
Sørlie, T.,
Perou, C. M.,
Tibshirani, R.,
Aas, T.,
Geisler, S.,
Johnsen, H.,
Eisen, M. B.,
van de Rijn, M.,
Jeffrey, S. S.,
Quist, H.,
Matese, J. C.,
Brown, P. O.,
Botstein, D.,
Lønning, P. E.,
and Børresen-Dale, A.-L.
(2001)
Proc. Natl. Acad. Sci. U. S. A.
19,
10869-10874
3.
Macara, I. G.,
Lounsbury, K. M.,
Richards, S. A.,
McKiernan, C.,
and Bar-Sagi, D.
(1996)
FASEB J.
10,
625-630[Abstract]
4.
Campbell, S. L.,
Khosravi-Far, R.,
Rossman, K. L.,
Clark, G. J.,
and Der, C. J.
(1998)
Oncogene
17,
1395-1413[CrossRef][Medline]
[Order article via Infotrieve]
5.
Malumbres, M.,
and Pellicer, A.
(1998)
Front. Biosci.
3,
887-912
6.
Hall, A.
(1998)
Science
280,
2074-2075 7.
Bourne, H. R.,
Sanders, D. A.,
and McCormick, F.
(1991)
Nature
349,
117-127[CrossRef][Medline]
[Order article via Infotrieve]
8.
Reuther, G. W.,
and Der, C. J.
(2000)
Curr. Opin. Cell Biol.
12,
157-165[CrossRef][Medline]
[Order article via Infotrieve]
9.
Urano, J.,
Tabancay, A. P.,
Yang, W.,
and Tamanoi, F.
(2000)
J. Biol. Chem.
275,
11198-11206 10.
Yamagata, K.,
Sanders, L. K.,
Kaufmann, W. E.,
Yee, W.,
Barnes, C. A.,
Nathans, D.,
and Worley, P. F.
(1994)
J. Biol. Chem.
269,
16333-16339 11.
Wes, P. D., Yu, M.,
and Montell, C.
(1996)
EMBO J.
15,
5839-5848[Medline]
[Order article via Infotrieve]
12.
Lee, C. H.,
Della, N. G.,
Chew, C. E.,
and Zack, D. J.
(1996)
J. Neurosci.
16,
6784-6794 13.
Shao, H.,
Kadono-Okuda, K.,
Finlin, B. S.,
and Andres, D. A.
(1999)
Arch. Biochem. Biophys.
371,
207-219[CrossRef][Medline]
[Order article via Infotrieve]
14.
Yu, Y.,
Xu, F.,
Peng, H.,
Fang, X.,
Zhao, S.,
Li, Y.,
Cuevas, B.,
Kuo, W. L.,
Gray, J. W.,
Siciliano, M.,
Mills, G. B.,
and Bast, R. C., Jr.
(1999)
Proc. Natl. Acad. Sci. U. S. A.
96,
214-219 15.
Perou, C. M.,
Jeffrey, S. S.,
van de Rijn, M.,
Rees, C. A.,
Eisen, M. B.,
Ross, D. T.,
Pergamenschikov, A.,
Williams, C. F.,
Zhu, S. X.,
Lee, J. C.,
Lashkari, D.,
Shalon, D.,
Brown, P. O.,
and Botstein, D.
(1999)
Proc. Natl. Acad. Sci. U. S. A.
96,
9212-9217 16.
Chirgwin, J. M.,
Przybyla, A. E.,
MacDonald, R. J.,
and Rutter, W. J.
(1979)
Biochemistry
18,
5294-5299[CrossRef][Medline]
[Order article via Infotrieve]
17.
Shao, H.,
and Andres, D. A.
(2000)
J. Biol. Chem.
275,
26914-26924 18.
Finlin, B. S.,
Shao, H.,
Kadono-Okuda, K.,
Guo, N.,
and Andres, D. A.
(2000)
Biochem. J.
347,
223-231
19.
Finlin, B. S.,
and Andres, D. A.
(1997)
J. Biol. Chem.
272,
21982-21988 20.
Clark, G. J.,
Cox, A. D.,
Graham, S. M.,
and Der, C. J.
(1995)
Methods Enzymol.
255,
395-412[Medline]
[Order article via Infotrieve]
21.
Tusher, V.,
Tibshirani, R.,
and Chu, G.
(2001)
Proc. Natl. Acad. Sci. U. S. A.
98,
5116-5121 22.
Kozak, M.
(1984)
Nucleic Acids Res.
12,
857-872 23.
Barbacid, M.
(1987)
Annu. Rev. Biochem.
56,
779-827[CrossRef][Medline]
[Order article via Infotrieve]
24.
Casey, P. J.,
and Seabra, M. C.
(1996)
J. Biol. Chem.
271,
5289-5292 25.
Glomset, J. A.,
and Farnsworth, C. C.
(1994)
Annu. Rev. Cell Biol.
10,
181-205[CrossRef]
26.
Der, C. J.,
Finkel, T.,
and Cooper, G. M.
(1986)
Cell
44,
167-176[CrossRef][Medline]
[Order article via Infotrieve]
27.
Rusyn, E. V.,
Reynolds, E. R.,
Shao, H.,
Grana, T. M.,
Chan, T. O.,
Andres, D. A.,
and Cox, A. D.
(2000)
Oncogene
19,
4685-4694[CrossRef][Medline]
[Order article via Infotrieve]
28.
Ross, D. T.,
Scherf, U.,
Eisen, M. B.,
Perou, C. M.,
Rees, C.,
Spellman, P.,
Iyer, V.,
Jeffrey, S. S.,
Van de Rijn, M.,
Waltham, M.,
Pergamenschikov, A.,
Lee, J. C.,
Lashkari, D.,
Shalon, D.,
Myers, T. G.,
Weinstein, J. N.,
Botstein, D.,
and Brown, P. O.
(2000)
Nat. Genet.
24,
227-235[CrossRef][Medline]
[Order article via Infotrieve]
29.
Perou, C. M., Brown, P. O., and Botstein, D. (2000) New
Technologies for Life Sciences: A Trends Guide, pp.
67-76
30.
Bourne, H. R.,
Sanders, D. A.,
and McCormick, F.
(1990)
Nature
348,
125-132[CrossRef][Medline]
[Order article via Infotrieve]
31.
Kitayama, H.,
Sugimoto, Y.,
Matsuzaki, T.,
Ikawa, Y.,
and Noda, M.
(1989)
Cell
56,
77-84[CrossRef][Medline]
[Order article via Infotrieve]
32.
Cox, A. D.,
and Der, C. J.
(1997)
Biochim. Biophys. Acta
1333,
51-71
33.
Bilan, P. J.,
Moyers, J. S.,
and Kahn, C. R.
(1998)
Exp. Cell Res.
242,
391-400[CrossRef][Medline]
[Order article via Infotrieve]
34.
Knight, W. A.,
Livingston, R. B.,
Gregory, E. J.,
and McGuire, W. L.
(1977)
Cancer Res.
37,
4669-4671 35.
Tavassoli, F. A.,
and Schnitt, S. J.
(1992)
Pathology of the Breast
, Elsevier Science Publishing Co., Inc., New York
36.
Cavailles, V.,
Augereau, P.,
and Rochefort, H.
(1991)
Biochem. Biophys. Res. Commun.
174,
816-824[CrossRef][Medline]
[Order article via Infotrieve]
37.
Inadera, H.,
Hashimoto, S.,
Dong, H. Y.,
Suzuki, T.,
Nagai, S.,
Yamashita, T.,
Toyoda, N.,
and Matsushima, K.
(2000)
Biochem. Biophys. Res. Commun.
275,
108-114[CrossRef][Medline]
[Order article via Infotrieve]
38.
Thompson, J. D.,
Higgins, D. G.,
and Gibson, T. J.
(1994)
Nucleic Acids Res.
22,
4673-4680
Copyright © 2001 by The American Society for Biochemistry and Molecular Biology, Inc.
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