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Imaging, Diagnosis, Prognosis |
Authors' Affiliations: Departments of 1 Obstetrics and Gynecology, Laboratory of Gynecologic Oncology, and 2 Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; 3 Department of Obstetrics and Gynecology, Osaka City General Hospital, Osaka, Japan; 4 Cell and Cancer Biology Branch, National Cancer Institute, Bethesda, Maryland; 5 Department of Biostatistics/Epidemiology and Preventive Health Science, School of Health Sciences and Nursing, University of Tokyo, Tokyo, Japan; and 6 Laboratory of Molecular Cytogenetics, Department of Gynecologic Oncology, M.D. Anderson Cancer Center, Houston, Texas
Requests for reprints: Samuel C. Mok, Laboratory of Gynecologic Oncology, Brigham and Women's Hospital, BLI-447, 221 Longwood Avenue, Boston, MA 02115. Phone: 617-278-0196; Fax: 617-975-0818; E-mail: scmok{at}rics.bwh.harvard.edu.
| Abstract |
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Experimental Design: Genomic and expression array analyses were applied on 30 clear cell ovarian cancer cases and 19 serous cases using a 10,816-element cDNA microarray platform. Further validation and clinical correlation studies were done on differentially expressed genes that are related to chemoresistance.
Results: Based on array analyses, 12 genes showed a significant increase in DNA and mRNA copy number and 5 genes showed a significant decrease in DNA and RNA copy number in clear cell tumors compared with those in the serous type. One of the genes was ABCF2, which belongs to the ATP-binding cassette gene superfamily and has been shown to amplify in other tumor types. Validation studies were done using real-time quantitative PCR and immunohistochemistry. The results showed significantly higher ABCF2 DNA and mRNA copy number and protein levels in clear cell cases compared with those in serous cases. Furthermore, in 20 clear cell cases with chemoresponse data available, ABCF2 cytoplasmic staining was significantly higher in nonresponders than that in the responders (60.0% versus 28.5%; P = 0.0002).
Conclusions: These data suggest that ABCF2 protein may be a prognostic marker for ovarian clear cell ovarian adenocarcinoma.
Recent studies showed that 25% to 75% of clear cell type ovarian cancer showed increased DNA copy numbers on 8q11-q13, 8q21-q22, 8q23, 8q24-qter, 17q25-qter, and 20q13-qter and decreased copy number on 19p by chromosome comparative genomic hybridization (CGH; ref. 7). However, changes in the DNA copy number on the gene level have not been identified. Using oligonucleotide array expression profiling, Schwartz et al. reported that clear cell type ovarian cancer has a molecular signature that distinguishes it from other histologic types. A total of 73 genes, with expression levels 2- to 29-fold higher in clear cell type than in other histologic types, were identified (8). However, in this report, only eight clear cell specimens were included and DNA copy number changes were not analyzed. The cDNA array platform for CGH analysis is a powerful tool to identify DNA copy number changes on the gene-by-gene basis (9, 10). In addition, we can use the same platform to analyze RNA levels simultaneously. Previously, we have successfully adopted this method to identify changes in both DNA and RNA levels from microdissected tumor specimens (11). In this study, we reported the use of the same approach to identify differential DNA copy number abnormalities (CNA) and expression patterns in clear cell ovarian cancer compared with those identified in the serous type. We further validated the expression of one of the genes called ABCF2 and correlated its expression with clinical outcomes in patients with clear cell ovarian cancers.
| Materials and Methods |
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DNA and RNA amplification. DNA amplification was done using the DOP-PCR master kit (Roche, Indianapolis, IN) according to the manufacturer's instructions. PCR was done in a ABI 9600 thermocycler (Applied Biosystems, Foster City, CA). RNA was amplified using a modified single-round T7 RNA amplification protocol. In brief, total RNA (600 ng) was first incubated with 1 µL T7 primer (5'-GCATTAGCGGCCGCGAAATTAATACGACTCACTATAGGGAGATTTTTTTTTTTTTTTTTTVN-3', 200 ng/µL) in a total volume of 50 µL for 3 minutes at 70°C. First-strand cDNA synthesis was then done by incubating 5 µL primer annealed sample and 5 µL first-strand master mix containing 2 µL of 5x first-strand buffer, 1 µL of 0.1 mol/L DTT, 0.5 µL DEPC water, 0.5 µL of 10 mmol/L deoxynucleotide triphosphate mix, 0.5 µL RNase inhibitor, and 0.5 µL Moloney murine leukemia virus (200 units/µL) for 1 hour and 15 minutes at 37°C. Subsequently, second-strand cDNA synthesis was done by incubating the10 µL first-strand reaction with 65 µL second master mix, which contained 46 µL DEPC water, 15 µL of 5x second-strand buffer, 1.5 µL of 10 mmol/L deoxynucleotide triphosphate mix, 0.5 µL Escherichia coli DNA ligase (10 units/µL), 1.5 µL E. coli DNA polymerase I (10 units/µL), and 0.5 µL E. coli RNase H (2 units/µL) for 2 hours at 16°C and then for 15 minutes at 70°C. The entire 75 µL cDNA sample was loaded onto a ChromaSpin TE-200 spin column (BD Biosciences, San Diego, CA), which was centrifuged for 5 minutes at 2,900 rpm (700 x g) in an Eppendorf centrifuge. Purified cDNA collected was lyophilized, dissolved in 8 µL RNase-free water, and incubated at 70°C for 10 minutes. In vitro transcription was subsequently done by incubating the 8 µL postlyophilization cDNA product with 12.2 µL master mix containing 2 µL of 10x T7 reaction buffer, 6 µL of 25 mmol/L rNTP mix, 2 mL of 100 mmol/L DTT, 0.2 µL RNase inhibitor (40 units/mL), and 2 µL T7 RNA polymerase for 3 hours at 37°C. The amplified RNA was purified on a RNeasy Mini column (Qiagen) according to the manufacturer's protocol. The purified amplified RNA was quantified by the RiboGreen RNA Quantitation Reagent (Molecular Probes, Eugene, OR).
Microarray analyses. Tumor DNAs (1.5 µg) and normal female control DNAs were labeled with fluorescein-12-dCTP and biotin-11-dCTP, respectively, using the Random Primers DNA Labeling System (Invitrogen, Carlsbad, CA) as described (11). Amplified RNA (1 µg) prepared from normal human ovarian surface epithelium cells and microdissected tumor tissue specimens were labeled with the MicroMax TSA labeling and detection system (Perkin-Elmer, Boston, MA) as described (12). The relative fluorescent level or fluorescent ratio, which represents the relative amount of target sequences in the probe mix, is analyzed by comparing the fluorescent intensity of corresponding individual spots after local background subtraction and normalization. The average local background and SD over all the array spots were also calculated. A 1.4-fold cutoff for amplification and a 0.7-fold cutoff for deletion, which could achieve a 95% specificity in identifying differential DNA CNAs, were used as described previously (11).
Real-time quantitative PCR. Both DNA and mRNA copy numbers were validated using TaqMan real-time PCR amplification with TaqMan Universal PCR Master Mix or TaqMan One-Step RT-PCR Master Mix and an ABI Prism 7000 Sequence Detection System (Applied Biosystems). All results were normalized to the amount of ß-actin DNA or rRNA (Applied Biosystems). Primers and probes used were as follows: ß-actin, probe: 6FAM-CTACGAGCTGCCTGACGGCCAGG-TAMRA, primers: forward 5'-GATGGCCACGGCTGCTT and reverse 5'-ACCGCTCATTGCCAATGG. TaqMan rRNA control reagents (Applied Biosystems) were used as an internal control for DNA validation. Primers and probes used for each analysis were as follows: ABCF2, probe: 6FAM-CCTCGCGGATCTTGCATGGACTG-TAMRA, primers: forward 5'-GGAGCTGGATGCCGACAA-3' and reverse 5'-CTGCATGGCAGGTGTGAAAC-3'. For DNA, amplification was done using 95°C for 10 minutes followed by 40 cycles of 95°C for 15 seconds and 60°C for 1 minute. For RNA, amplification was done using 48°C for 30 minutes, 95°C for 10 minutes followed by 40 cycles of 95°C for 15 seconds and 60°C for 1 minute. DNA and mRNA quantification was assessed by the fluorescence intensity emitted after PCR reaction. The difference in the fluorescence between tubes with both the internal control amplification and the test amplification was compared for tumor and normal control samples.
Establishment of a polyclonal anti-ABCF2 antibody. The polyclonal anti-ABCF2 antibody was generated by injecting the purified full-length ABCF2 fusion protein into two rabbits. The specificity of the antibody was determined by Western blot and immunohistochemical analyses on human embryonic kidney cells (293T) transfected with an expression vector pcDNA3.1 or with the vector containing either a full-length ABCF2 coding sequence or a full-length ABCF2 coding sequence with a Myc and a His tag. In brief, the open reading frame encoding the human ABCF2 gene was amplified from the pET28a(+) containing ABCF2 using the forward primer 5'-AATAGGATCCACCATGCCCTCCGACCTGGC-3' and the reverse primer 5'-AATAACTAGTCACGTTGTGGGTCCTCTTGG-3'. The PCR product was ligated in frame into the BamHI and SpeI sites of the mammalian expression vector pcDNA3.1/Myc-His A (Invitrogen), which encodes a COOH-terminal Myc epitope and six His polypeptides. To exclude the His tag, the reverse primer 5'-AATAACTAGTTCACACGTTGTGGGTCCTCTTG-3', including the stop codon in front of SpeI sites, was designed. The pcDNA3.1 vector alone or vectors containing the ABCF2 sequence and the Myc-His-tagged ABCF2 sequence, pcDNA3.1/ABCF2 and pcDNA3.1/ABCF2mH, respectively, were then transiently transfected in human embryonic kidney cells (293T) grown in DMEM supplemented with 10% FCS, 1 unit/mL penicillin, and 1 µg/mL streptomycin using LipofectAMINE (Invitrogen). After 3 days, cells were lysed according to the method of Laemmli (13). SDS-PAGE was done with a 12.5% polyacrylamide gel. Electrophoresed proteins were transferred to a polyvinylidene difluoride membrane (Millipore, Bedford, MA). After blocking with PBS containing 5% bovine serum albumin and 0.1% NaN3, the membrane was reacted with an anti-human ABCF2 polyclonal antibody or a mouse anti-Myc antibody (MBL, Nagoya, Japan) for 1 hour at room temperature. Peroxidase-conjugated anti-rabbit IgG or peroxidase-conjugated anti-mouse IgG (MBL) was then added and incubated for 1 hour at room temperature. Finally, the enzyme activity was detected using the enhanced chemiluminescence Western blotting detection reagents (Amersham Pharmacia Biotech, Piscataway, NJ).
For immunolocalization of ABCF2 protein in vitro, cells transfected with different constructs as described above in air-dried cytocentrifuge preparations were fixed in 4% paraformaldehyde at room temperature for 15 minutes. After pretreatment with 0.2% Triton X-100, cells were incubated with a rabbit anti-ABCF2 polyclonal antibody or normal rabbit serum at room temperature for 30 minutes. Cells were washed with PBS and incubated with biotin-labeled anti-rabbit IgG (American Gualex, San Clemente, CA) at room temperature for 30 minutes. After washing with PBS, cells were incubated with phycoerythrin-conjugated streptavidin (Beckman Coulter, Fullerton, CA) at room temperature for 30 minutes. Cells were then washed with PBS and water and were mounted in ProLong Gold antifade reagent with 4',6-diamidino-2-phenylindole (Invitrogen). In addition, cells were also incubated with a mouse anti-Myc tag monoclonal antibody (MBL) or normal mouse IgG1 at room temperature for 30 minutes. Cells were washed with PBS and incubated with phycoerythrin-conjugated anti-mouse IgG (Beckman Coulter) at room temperature for 30 minutes. Cells were then washed with PBS and water and were mounted in ProLong Gold antifade reagent with 4',6-diamidino-2-phenylindole. Cells were examined under a Leica DMIRE2 fluorescent microscope.
Immunohistochemistry. Immunolocalization of the ABCF2 protein was done using a polyclonal anti-ABCF2 antibody generated by injecting the purified full-length ABCF2 fusion protein into the rabbits as described above. In brief, histologic sections (4 µm) were affixed to glass slides, dewaxed, and rehydrated. The sections were then incubated in 3% hydrogen peroxide for 10 minutes at room temperature to quench endogenous peroxidase activity. The sections were reacted with the ABCF2 antibody at 4°C overnight. The peroxidase activity for all proteins was visualized by applying diaminobenzidine chromogen containing 0.05% hydrogen peroxide for 2 to 10 minutes at room temperature. The sections were then counterstained with hematoxylin. The slides were read by two independent pathologists, who were blinded to the clinical background of the patients. Positive cells were counted for ABCF2 protein in nuclear or cytoplasm by examining at least 1,000 tumor cells. Levels of ABCF2 were scored based on the percentage of cells with positive nuclear or cytoplasmic staining.
Evaluation of ABCF2 expression and chemotherapy response in patients with clear cell adenocarcinoma. Chemorespond data from a total of 20 patients with clear cell ovarian cancer were available. Among them, 17 cases had at least one measurable tumor lesion documented radiographically after primary surgery. The remaining three cases were recurrent cases who had at least one measurable tumor lesion documented radiographically. Tumor response was evaluated according to WHO criteria. The response was assessed from the product of the two largest perpendicular diameters using the following criteria: complete response was defined as the disappearance of all detectable lesions with no new lesions for at least 4 weeks; partial response was defined as
50% reduction of the sum of the products of measurable lesions for at least 4 weeks. Progressive disease was defined as a
25% increase in the sum of the products of all measurable lesions, reappearance of any lesion that had disappeared, or appearance of a new lesion. No change was defined as any outcome that did not qualify as response or progression. Both complete response and partial response patients were defined as responder.
Statistical analysis. Comparison of the mean of log expression between clear cell type and serous type was done by unpaired t test at the 3% level of significance. When the test statistic of a gene was positive and significant, that gene was defined as the overexpressed gene. When the test statistic of a gene was negative and significant, that gene was defined as the underexpressed gene. Quantitative PCR data and immunochemistry scores were compared using nonparametric Mann-Whitney U test. The level of critical significance was considered to be P < 0.05. Significances in the correlation between array and quantitative PCR data and between DNA and mRNA copy numbers were determined by Spearman's correlation analysis.
| Results |
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Immunolocalization of ABCF2. To confirm the specificity of the anti-ABCF2 antibody, Western blot analysis was done on cell lysates prepared from 293T cells transfected with pcDNA3.1 vector alone or with vector containing the ABCF2 sequence and the Myc-His-tagged ABCF2 sequence, pcDNA3.1/ABCF2 and pcDNA3.1/ABCF2mH, respectively. The results showed that the anti-ABCF2 antibody recognized a single 70- to 75-kDa protein band in 293 cells transfected with pcDNA3.1/ABCF2 and a band with slightly higher molecular weight in cells transfected with pcDNA3.1/ABCF2mH. Furthermore, when the anti-Myc antibody was used, a protein band was only observed in cells transfected with pcDNA3.1/ABCF2mH (Fig. 3A). Immunohistochemical analysis showed strong cytoplasm ABCF2 staining as well as weak nuclear staining in cells transfected with the pcDNA3.1/ABCF2 and the pcDNA3.1/ABCF2mH constructs compared with the mock transfectants using the anti-ABCF2 antibody. Furthermore, strong cytoplasm Myc staining and weak nuclear staining were observed only in cells transfected with pcDNA3.1/ABCF2mH using the anti-Myc tag antibody (Fig. 3B). These data strongly suggest that the anti-ABCF2 antibody is specific to the ABCF2 protein, which is predominantly located in the cytoplasm of the cells.
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At least 1,000 tumor cells were examined for positive nuclear or cytoplasm ABCF2 protein staining. There was no significant difference in the number cells with positive nuclear ABCF2 staining between clear cell and serous cases (P = 0.181). However, levels of cytoplasmic ABCF2 staining were significantly higher in the clear cell cases compared with that in serous cases (P < 0.001; Fig. 3D).
In addition, the relationship between ABCF2 protein expression and both DNA and RNA copy number was determined. Both DNA copy number and relative mRNA expression significantly correlated with levels of ABCF2 protein cytoplasmic expression (r = 0.483; P = 0.005 and r = 504; P = 0.006, respectively).
Relationship between ABCF2 expression and chemotherapy response. ABCF2 protein levels in 20 patients were used to correlate with chemotherapy response. Median age was 55 years (range, 37-82 years). Sixteen cases were stage III, 1 case was stage IV, and 3 cases were recurrent cases. Seventeen primary cases had at least one measurable tumor lesion documented radiographically after primary surgery. Three recurrent cases had at least one measurable tumor lesion documented radiographically after second cytoreductive surgery. All patients received platinum-based chemotherapy. The relationship between ABCF2 expression and chemotherapy response was shown in Fig. 4. ABCF2 cytoplasmic staining was significantly higher in nonresponder than that in responder [60.0% (95% CI, 51.7-68.3) versus 28.5% (95% CI, 18.7-38.3); P < 0.0001]. However, there was no significant relationship between ABCF2 nuclear staining and chemotherapy response [48.0% (95% CI, 22.0-74.0) versus 35.5% (95% CI, 14.5-56.5)].
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| Discussion |
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In this study, we showed that ABCF2 protein is predominantly located in the cytoplasm of cells. We showed that both ABCF2 gene and protein expression were significantly correlated with gene amplification especially in clear cell ovarian cancer. Furthermore, we also showed that cytoplasmic ABCF2 expression was significantly correlated with chemotherapy response despite the small number of cases. These data suggest that ABCF2 expression may contribute to the chemoresistant phenotype of clear cell ovarian cancer. However, the role of ABCF2 in conferring chemoresistance in cancer cells is unclear. Yasui et al. reported that ABCF2 gene is amplified in a chemoresistant ovarian cell line (t24/cDDp10), which had chromosome gain at 7q34-36 (14). Besides, there are no other reports to our knowledge showing the mechanism of ABCF2 in chemoresistance. ABCF2 protein is a member of the ABCF transporter superfamily and the GCN20 subfamily (24). Like other members of the ABCF family, ABCF2 contains a pair of nucleotide-binding domain but without any transmembrane domains (25, 26), suggesting that it unlikely functions as a transporter located on the cell membrane as other members of the ABC family. This is further confirmed by our immunohistochemistry data showing predominantly cytoplasmic localization of the protein. The functions of many of these twin nucleotide-binding domain proteins remain unknown. Kerr suggested that a mechanistic similarity exists between eukaryotic members of the ABCF family, which are involved in the control of translation initiation and elongation. These proteins may also have functional similarities to prokaryotic ABCF proteins, which have been shown to be involved in translational control, antibiotic resistance, and RNase L inhibition (26). ABCF may induce factors related with chemoresistance. Further study will be required to delineate the role of ABCF2 in chemoresistance.
In conclusion, ABCF2 protein is a potential prognostic marker for clear cell ovarian cancer and its expression correlates with chemoresponse in patients with clear cell ovarian cancer. Further functional studies of ABCF2 in clear cell ovarian cancer pathogenesis are under way.
| Footnotes |
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The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Received 4/ 6/05; revised 6/ 3/05; accepted 7/ 5/05.
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kinase GCN2 in amino acid-starved cells. EMBO J 1995;14:318499.[Medline]
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