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Molecular Oncology, Markers, Clinical Correlates |
Departments of Internal Medicine, Division of Hematology and Oncology [K. L. v. G., S. D., Z. F. W., S. D. M.] and Radiation Oncology [S. P. E.], The University of Michigan Health System, Ann Arbor, Michigan 48109; Department of Cancer Biology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas 77030 [Y. W., C. D. B.] National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892-4431 [H. R., S. C.]; University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan 48109 [K. L. v. G., S. D., Z. F. W., M. S., S. P. E., S. D. M.]
| ABSTRACT |
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| INTRODUCTION |
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6% of new breast cancer cases in the United States annually. With a mean 5-year disease-free survival rate of <45%, IBC is the most lethal form of locally advanced breast cancer (4)
. Despite the often-morbid outcome of the disease and the fact that IBC is well characterized clinically (2)
, very little is known about the genetic alterations involved in the etiology and progression of this disease. IBC has lower rates of expression of estrogen and progesterone receptors and faster growth kinetics than non-IBC (5)
. Key genes known to be involved in carcinogenesis such as p53, c-myb, pS2, and c-erbB2(6, 7, 8)
have been shown to have varied levels of expression in IBC. However, no alteration in any of these genes has emerged as specifically characteristic of the inflammatory phenotype. The rapid progression of IBC is not associated with precursor lesions and, from the outset, is highly invasive, especially in the skin. We hypothesized that a limited number of genetic alterations give rise to this constellation of distinct clinical characteristics. In this study, we compared the differential expression of transcripts from a primary IBC cell line (SUM149) with actively growing normal mammary epithelial cells and the patients matched lymphocytes. Seventeen genes, eight expressed by the normal cell lines (and not by the tumor) and nine over-expressed by the tumor cell line, have been identified. This is the first study of the identification and characterization of genes that play a role in determining the phenotype of IBC.
| MATERIALS AND METHODS |
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Differential Display.
Differential display of mRNA was performed using a modified version of the method of Liang and Pardee (14
, 15)
, with select components from the RNAimage kit (GenHunter Co., Nashville, TN). mRNA was isolated from cells that had reached 75% confluence using the Micro-FastTrack mRNA isolation kit (In vitrogen, Carlsbad, CA). The mRNAs were then reverse transcribed using a single-base anchored oligo-dT primer (H-T11-G, H-T11-C or H-T11-A). The first-strand cDNAs were then PCR-amplified using one of three primers of arbitrary sequence (H-AP1, H-AP2 or H-AP3) and a 32P-labeled oligo-dT primer. The PCR products were separated on a 6% denaturing polyacrylamide-sequencing gel and visualized on Hyperfilm (Amersham Life Sciences, Buckinghamshire, England). Each experiment was performed three separate times, starting from the mRNA isolation step to confirm differentially expressed transcripts between tumor and normal cells. Transcripts that were differentially expressed in the triplicate experiments were excised from the gel and reamplified with the original primer set used in the differential display step.
Cloning and Sequencing.
Reamplified cDNA fragments were cloned using the pGEM-T Easy kit (Promega, Madison, WI). Plasmid DNAs were purified using the Wizard SV miniprep kit (Promega) and sequenced.
5' RACE.
RACE was performed by using the 5' RACE kit (Life Technologies, Inc.). A gene-specific primer for the 3' end of each differentially expressed transcript was used to generate cDNA from each mRNA isolated from either the SUM149 or HME cell lines. A poly(C) cap was attached to the 3' end of the cDNA after elimination of remnant mRNA. An abridged anchored primer and a second gene-specific primer was used to amplify the cDNA. The PCR products were cloned into pGEM-T Easy and sequenced.
Database Analysis.
Transcript sequences were compared with published gene sequences and expressed sequence tags by the BLASTN, dbEST, and TIGR (The Human Gene Index) databases. The protein sequences were aligned with the Megalign option of the Lasergene program.
Northern Blot Analysis.
Total RNA (10 µg) from SUM breast cancer cell lines, MCF10A, and normal HME cells were isolated using Trizol reagent (Life Technologies, Inc.) and separated on a 1% formaldehyde agarose gel. The separated RNAs were transferred to a Nytran membrane using a TurboBlotter apparatus (Schleicher and Schuell, Keene, NH). Probes for each of the differentially expressed transcripts were cloned from the PCR product derived in the differential display step. Transcript-specific and glyceraldehyde -3-phosphate dehydrogenase (internal control) probes were 32P-labeled, and membranes were hybridized using the method of Church and Gilbert (16)
. Northern blots were visualized on X-OMAT film (Kodak, Rochester, NY).
Radiation Hybrid Panel Mapping.
The Stanford G3 panel was used to determine the chromosomal locations of previously unmapped or novel genes. For each of the unmapped genes, PCR primers that produce specific 150300-bp products from human genomic DNA with no cross-reactivity to rodent genomic DNA were generated. These primers were then used in a PCR reaction with the G3 panel, and each of the clones scored as positive, negative, or ambiguous. These PCR results were submitted to the WICGR mapping program to determine relative distance to chromosomal markers.
Specimen Selection.
Archival samples were selected from stage IIIA and stage IIIB cases logged into a clinical breast cancer database associated with a clinical trial for locally advanced breast cancer (17)
.4
For each case, a thorough review of the clinical record was undertaken. The diagnosis of IBC was determined clinically when the record demonstrated that the patient had experienced a rapid onset (within 4 months of presentation) of grave signs of locally advanced disease, erythema, skin nodules, peau d aurange, and/or nipple retraction. In some cases, the histological finding of tumor emboli in the ductal lymphatics was also seen. However, this feature, in the absence of the clinical syndrome, was not sufficient to determine the inflammatory phenotype in our series. Unselected slowly progressing stage IIIA and noninflammatory stage IIIB breast cancers of all types were used as controls for the in situ hybridization experiments.
In Situ Hybridization.
In situ hybridization was performed on archival paraffin sections, as described previously (18
, 19
, 20)
. Antisense 30-mer oligo DNA probes complementary for the differentially expressed mRNAs were designed from the Northern probe sequences. The probe sequences were submitted to the BLASTN database to ensure specificity. Probes were generated with 6-biotin molecules (Brigati tail) on their 3' end (Research Genetics, Huntsville, AL). The lyophilized probes were reconstituted to a final concentration of 1 µg/µl in probe diluent (Research Genetics). Tissue sections were mounted on silane-treated ProbeOn slides (Fisher Scientific, Pittsburgh, PA). Slides were placed in the microprobe slide holder, dewaxed, and rehydrated with Autodewaxer and Autoalcohol (Research Genetics). A poly d(T)20 probe was used to verify the integrity of the mRNA in each sample. The appropriate positive and negative controls were used for each case and probe. As a positive experimental control, each experiment included a section of A431 tumor, which overexpressed the EGF-receptor, probed with an EGF-R antisense oligo. Samples were analyzed in a Zeiss photomicroscope (Carl Zeiss, Thornwood, NY), the frequency and intensity of staining relative to the oligo-dT staining was determined independently by two of the investigators who were blind to the sample classification. H&E staining was used to identify tumor, normal mammary epithelium, and other tissues.
PCR-based Library Screening.
DNA (
1 ng) from an
ZAP (Stratagene, La Jolla, CA) oligo-dT human ovarian cDNA library was amplified using different combinations of PCR primers (10 ng/µl) specific for the N8 transcript with the forward and reverse
ZAP primers (10 ng/µl). Aliquots of the PCR products were separated on a 1.5% TAE agarose gel and excised. The PCR products were cloned into pGEM-T Easy and sequenced.
| RESULTS |
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Sequences corresponding to the 5' and 3' ends of each of the transcripts isolated by differential display were submitted to three different databases: BLASTN, dbEST, and TIGR, then compared with previously published sequences. The results of database analyses are shown in Table 1
. The putative gene EST or THC sequence is given along with the corresponding database used in the identification. We identified several known genes and published ESTs. Two transcripts correspond to novel genes with no database matches. The N5 and N6 transcripts were found to be alternatively spliced versions of the same gene and matched to the same EST.
Validation of Differentially Expressed Genes and Transcripts.
To confirm that each of the transcripts was differentially expressed, and to compare levels of expression for each transcript across a broad range of breast cancers, Northern blot analysis was performed on a panel of low-passage cell lines representative of various types and stages of breast cancers. Total RNA was isolated from the 6-15 HME cell line, the MCF10A spontaneously immortalized breast epithelial cell line and 11 breast cancer cell lines, which included SUM149 and one other primary IBC cell line, SUM190 (Fig. 2A)
. Comparison of SUM149 with the 6-15 HME cell line confirmed differential expression of each transcript. In the case of the T6 transcript (RhoC GTPase), expression was seen in both the SUM149 cell line and the 6-15 HME cell line. However, the tumor cell line had an 8-fold increase in expression over the normal HME cell line (Fig. 2B)
. Southern blot analysis demonstrated that this increase in expression is not due to a detectable increase in gene copy number (Fig. 2C)
. Expression of each of the transcripts was seen to be variable across the panel of breast cancer cell lines, with no discernible trends observed. Similar trends of expression were seen in the SUM149 and the SUM190 IBC cell lines (data not shown).
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In Situ Hybridization of Archival Breast Cancer Specimens.
To discern which of the genes identified and characterized in this study were specific to IBC and not to non-IBCs of the same stage, we probed 29 inflammatory and 19 noninflammatory stage III archival breast cancer samples by in situ hybridization. Eleven antisense oligo probes were designed from the Northern blot probe sequences and shown to be specific by BLASTN database analysis. Not all transcripts identified by differential display were tested by in situ hybridization due to a lack of single-copy sequence to design unique and specific probes. The tumor samples were probed and scored blindly with respect to which group each sample belonged. Tumor specimens often contained normal mammary epithelial tissue and connective tissue, which acted as internal normal and negative controls for each probe, respectively. All experiments included an oligo-dT mRNA control and positive experimental control. With few exceptions, the normal tissue always stained positive when the samples were hybridized with probes for transcripts expressed in normal cells and rarely with tumor-derived transcript probes. Specimens and controls were tested randomly as described (18
, 19
, 20)
, and data assessed blindly by two separate investigators. The data were evaluated on the basis of frequency and intensity of expression in cells containing viable RNA as determined by the oligo-dT probe. A pathologist confirmed tissue type (i.e., normal versus tumor) for each specimen by comparison with a corresponding H&E-stained section. There was 100% concordance in the assignment of tumor and normal fractions between observers. The two groups of stage III samples were then segregated, and the percentages of tumors in each category that over- or underexpress each transcript are represented in Table 2
. Significance in the difference of expression was determined using Fishers Exact test. A significant difference in the expression of the N8 transcript (a novel gene that we have termed LIBC; GenBank accession #AF143679; Fig. 3
) was seen when comparing inflammatory and noninflammatory samples. LIBC was expressed in only 20% of inflammatory tumors, in comparison with 79% (P = 0.0013) of noninflammatory tumors. A difference in relative expression was also seen in transcript T6, RhoC GTPase, which was overexpressed in 90% of inflammatory tumors tested, in comparison with only 38% of noninflammatory tumors (P = 0.0095, Fig. 3
). Although a low-level expression of RhoC was detected in a small percentage of normal tissues, staining intensity in the tumors was at least 5-fold greater. When comparing the concordance of having both these genes altered in advanced breast cancer, it was seen that loss of LIBC and overexpression of RhoC occurred in 91% of the inflammatory tumors assayed. In contrast, concordant alteration of both genes was not seen in any of the noninflammatory stage III breast cancers analyzed. The remaining transcripts were expressed in similar proportions by both inflammatory and noninflammatory tumors. Interestingly, N9, another novel gene, was not expressed in any tumor sample of either type, but was expressed in the normal mammary epithelial tissue of each of the samples, suggesting a putative tumor suppressor gene.
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| DISCUSSION |
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Using this in vitro model system, we compared a cell line derived from a primary IBC with that patients own immortalized lymphocytes and two immortalized replicating normal mammary epithelial cell lines. By this method, we were able to eliminate differences attributable to the immortalization process and expression differences possibly due to polymorphisms. In comparison, breast tissue procured from mammoplasty would provide a large amount of mRNA; however, the majority of cells from the normal breast epithelium would be in the resting state and would, thus, lead to isolation of transcripts that reflect the normal replicative process. Nonimmortalized HME cells grow in culture for two to four passages before becoming senescent. This greatly limits the number of experiments that can be performed on a particular set of normal cells. Additionally, the immortalized HME cells used in this study are well characterized with respect to their differentiation lineage, thus, ensuring that they are the normal counterpart to the SUM149 IBC cell line.
Seventeen genes, eight expressed exclusively by the normal cell lines and nine expressed by the tumor cell line, were identified. Two of the genes, LIBC and the RhoC GTPase were lost and overexpressed, respectively, in archival IBC samples when compared with noninflammatory stage III breast cancer. These two genes demonstrated a concordance of alteration in 91% of the inflammatory samples analyzed, and this pattern of alteration was not observed in any of the noninflammatory samples tested for both transcripts.
Rho was first isolated and cloned from Aplysia and was found to be homologous to Ras (23) . It is highly conserved throughout evolution, and, consequently, transfection of Aplysia Rho (which is 92% homologous to human RhoC) into NIH3T3 cells resulted in malignant transformation (24) . The transforming ability of Rho family members in various other tissue culture systems has been documented (23 , 24) . Furthermore, overexpression of activated Rho proteins has been shown to be a requirement in ras-induced transformation of some fibroblast cell lines (25) . Given that RhoC participates in cytoskeletal reorganization, can modulate ras-dependent signal transduction, and control cellular proliferation and apoptosis (25 , 26 , 27 , 28) , it is a good candidate marker gene for the progression of an invasive and proliferative tumor, such as IBC. Recent studies have linked RhoC overexpression with tumor progression of aggressive ductal adenocarcinoma of the pancreas and decreased survival (29) . The exact mechanism of RhoC overexpression is not yet known; however, neither gene amplification nor gain-of-function mutations have been found in our cell lines.
LIBC is a strong candidate for a tumor suppressor gene in IBC because it seems to be a member of the low-affinity IGFBP family. Sequence homology and predicted protein structure of LIBC suggest that it is a member of the low-affinity IGFBPs, otherwise known as the IGFBP-rPs (30) . At this time, should further characterization of LIBC prove it to be an IGFBP-rP, it would be known as IGFBP-rP10. IGFBPs and IGFBP-rPs seem to modulate the availability of IGFs to the IGF receptors and, therefore, regulate IGF-mediated proliferative and anabolic effects on the cells (31 , 32) . Additionally, recent studies have demonstrated that IGFBPs may have IGF-independent effects on cellular growth because they specifically inhibit breast cancer cell proliferation (31 , 33) . Furthermore, Burger et al.(34) have recently described IGFBP-rP1 (mac25/IGFBP-7), the down-regulation of which has been associated with progression of breast cancer. The same low-affinity IGFBP has been implicated as a tumor suppressor protein in prostate cancer (35) . This observation does not seem true for all of the IGFBPs. In the case of IGFBP-3, higher mRNA and protein levels in primary breast cancers are correlated with poor prognosis (36 , 37) . Taken together these data suggest a possible role for LIBC as a novel tumor suppressor belonging to the family of IGFBP-rPs.
Because no other statistically significant differences in expression between the inflammatory and noninflammatory phenotype were seen for the other genes in the panel, differences in expression of the remaining transcripts could represent genetic or epigenetic alterations common in advanced breast cancer.
The remainder of the genes described in this study, although not specific for IBC, may play a role in breast cancer development and progression. For those transcripts that have matches in the database to known genes, a clear role in cancer has yet to be defined. H-Nuc/cdc27 has been shown to be associated with the retinoblastoma tumor suppressor gene and is involved with cell cycle regulation (38 , 39) . Mutant H-Nuc/cdc27 has been described as a tumor-specific antigen recognized by CD4+ T cells (40) . Deoxyhypusine synthase activates eIF-5A by hypusinating a unique lysine residue on eIF-5A (41) . In turn, activated eIF-5A is involved in protein synthesis (41) . Chen and Chen (42) have demonstrated that v-HA-Ras-transformed cells have elevated hypusine formation on eIF-5A (42) . A growing body of evidence has demonstrated that genes such as those coding for ribosomal proteins (N3 and T9) modulate a variety of cellular functions, such as control of apoptotic pathways (43) . Therefore, it is conceivable that alterations in one or more of these genes may contribute to breast tumor progression.
Of the genes that exhibit differential expression with respect to normal cells but are not specific for the inflammatory phenotype, HMG-CoA reductase merits specific attention. Alterations in expression of HMG-CoA reductase have been suggested to play a role in breast cancer progression (44 , 45 , 46) . HMG-CoA reductase participates in several functions that are key to cellular proliferation by converting 3-hydroxy-3-methylglutaryl-CoA to mevalonate, a key intermediate in the biosynthesis of steroids and aliphatic derivatives, such as cholesterol and dolichol phosphate (44) . These functions are required for cellular replication and isoprenylation of ras-like moieties such as RhoC (44) . Therefore, inhibition of HMG-CoA reductase activity results in a G1 cell cycle arrest inhibition of tumor cell growth (46, 47, 48) . Interestingly, growth inhibition can be overcome by stimulation with estrogen (48) and/or epidermal growth factor (45 , 49) , and tumor cells can take up enough exogenous serum cholesterol to maintain membrane fluidity to actively proliferate (50) . Interestingly, the SUM149 cell line has a 4-fold overexpression of the epidermal growth factor receptor (51) . It is possible that the loss of HMG-CoA reductase expression may constitute a compensatory effect to reduce or stop proliferation, but growth and progression continue to occur due to circumvention of the mevalonate pathway through the mechanisms described above. Of note, the HMG-CoA reductase gene resides on chromosomal location 5q1313.14, which is found to be an area of frequent loss of heterozygosity in breast cancer, and may correlate with enhanced penetrance in carriers of BRCA1 and BRCA2 germ-line mutations (52) . In light of our data, HMG-CoA reductase status warrants further consideration as a prognostic marker in breast cancer or as a modifier gene for the penetrance of BRCA1 and BRCA2.
In conclusion, two markers specific for IBC emerge from this work: loss of LIBC expression and overexpression of RhoC. The function of these two genes as a tumor suppressor and oncogene, respectively, suggests new targets for therapeutic intervention. In addition, known genes such as HMG-CoA reductase, H-Nuc/cdc27, and deoxyhypusine synthase may be involved in breast cancer progression. Lastly, a novel putative tumor suppressor gene (N9) localized to chromosome 18q12 is frequently involved in locally advanced breast cancer. The experimental strategies followed to arrive at these markers may prove of general applicability to discern specific genetic factors in the pathogenesis of breast cancer subtypes for which appropriate cell lines are available. Up to now, this has been a major challenge in the molecular genetics of breast cancer, for which an orderly progression of lesions is difficult to discern.
| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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1 Supported by Grants DAMD 17-94-J-4054 (to S. D. M.) and NIH 5T32 CA09537-16 and a grant (to S. D. M.) and Postdoctoral Fellowship (to K. L. v. G.) from The Susan G. Komen Breast Cancer Foundation. ![]()
2 To whom requests for reprints should be addressed, at 7217 CCGC, University of Michigan Cancer Center, 1500 East Medical Center Drive, Ann Arbor, MI 48109-0948. E-mail: smerajve{at}umich.edu ![]()
3 The abbreviations used are: IBC, inflammatory breast cancer; LIBC, lost in IBC; FBS, fetal bovine serum; HME, human mammary epithelial; RACE, rapid amplification of cDNA ends; EST, expressed sequence tag; THC, tentative human consensus; CTGF, connective tissue growth factor; IGF, insulin-like growth factor; IGFBP, IGF-binding protein; IGFBP-rP, IGFBP-related protein; eIF-5A, eukaryotic initiation factor-5A; oligo, oligonucleotide. ![]()
4 S. D. Merajver, Weber, et al., 1997 ID: 1094. ![]()
Received 4/ 8/99; revised 6/28/99; accepted 7/ 8/99.
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