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Molecular Biology and Genetics |
Department of Oncology, Cancer Research Centre, Queens University Belfast, Belfast BT9 7AB, Northern Ireland [P. J. M., D. B. L., T. L., J. B., W. A., M. L., U. M., D. P. H., P. G. J.], and Centre for Cancer Research, Basic Research Laboratory, National Cancer Institute, NIH, Bethesda, MD 20892 [C. J. A.]
| ABSTRACT |
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23-fold), and MAT-8 expression dramatically increased (by
10-fold) in a 5-FU-resistant colorectal cancer cell line (H630-R10) compared with the parental H630 cell line, suggesting these genes may be useful biomarkers of resistance. These results demonstrate the potential of DNA microarrays to identify novel genes involved in mediating the response of tumor cells to chemotherapy. | INTRODUCTION |
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| MATERIALS AND METHODS |
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Microarray Hybridization, Detection, and Scanning.
RNA was collected from untreated MCF-7 cells (control) or after treatment with 10 µM 5-FU for 6, 12, 24, and 48 h. Ten micrograms of RNA from each time point were combined for both the control and 5-FU-treated samples. Labeled cDNA probes were prepared from 2-µg aliquots of each pooled RNA sample. cDNA synthesized from control cells was labeled with biotin, and cDNA synthesized from 5-FU-treated samples was labeled with DNP. Labeled probes were purified by ethanol precipitation, and membrane-based chemiluminescence analysis was carried out to determine labeling efficiency. The Micromax Human cDNA Array (NEN Lifesciences, Boston, MA) containing 2400 genes was used in this study. The biotin- and DNP-labeled cDNA probes were combined and hybridized to the microarray for 16 h in a humid incubator at 65°C. The microarray was washed in 0.5 x SSC and 0.01% SDS for 5 min at room temperature with gentle agitation, followed by a 5-min wash in 0.06 x SSC and 0.01% SDS and a 2-min wash in 0.06 x SSC. Hybridized cDNA probes were detected using the tyramide signal amplification detection system according to the manufacturers instructions (NEN Lifesciences). Biotin-labeled cDNA (derived from untreated cells) was visualized using the Cy5 reporter, and DNP-labeled cDNA (derived from 5-FU-treated cells) was detected using the Cy3 reporter. Scanning of the microarray was performed by NEN Lifesciences using a ScanArray confocal laser scanner (GSI Lumonics, Inc). The intensity of each hybridized cDNA was evaluated using ImaGene analysis software (BioDiscovery, Inc.), and the Cy3:Cy5 ratio for each gene was calculated.
Northern Blot Analysis.
Northern blots were performed as described previously (3)
. DNA probes for Northern blotting were generated by PCR using cDNA derived from 1 µg of MCF-7 total RNA as a template. The primer sequences are as follows: SSAT: Forward, 5'-GCT AAA TTC GTG ATC CGC-3'; Reverse, 5'-CAA TGC TGT GTC CTT CCG-3'; Annexin II: Forward, 5'-GGG TGA TCA CTC TAC ACC-3'; Reverse, 5'-CAG TGC TGA TGC AGG TTC-3'; Thymosin ß-10: Forward, 5'-TCG GAA CGA GAC TGC ACG-3'; Reverse, 5'-CTC TTC CTC CAC ATC ACG-3'; MAT-8: Forward, 5'-GCT CTG ACA TGC AGA AGG-3'; Reverse, 5'-CCT CCA CCC AAT TTC AGC-3'; Chaperonin-10: Forward, 5'-GTA ATG GCA GGA CAA GCG-3'; Reverse, 5'-GGG CAG CAT GTT GAT GC-3': 18S: Forward 5'-CAG TGA AAC TGC GAA TGG-3'; Reverse 5'-CCA AGA TCC AAC TAC GAG-3'.
Western Blot Analysis.
Thirty micrograms of protein were resolved by SDS-polyacrylamide gel (12%) as described previously (3)
. The gels were electroblotted onto Hybond membranes (Hybond-P; Amersham). Antibody staining was performed with a chemiluminescence detection system (Supersignal; Pierce) using the p53 mouse monoclonal antibody (Santa Cruz Biotechnology, Santa Cruz, CA) in conjunction with horseradish peroxidase-conjugated sheep antimouse secondary antibody. Equal lane loading was assessed using a mouse monoclonal glyceraldehyde-3-phosphate dehydrogenase antibody (Biogenesis, Poole, United Kingdom).
| RESULTS |
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IC60 dose at 72 h). RNA derived from untreated and 5-FU-treated MCF-7 cells was reverse transcribed, labeled, and hybridized to a 2400 gene cDNA microarray. Bound cDNA was detected using Cy3 (5-FU treated) or Cy5 (control) reporter dyes. The expression profile in the treated and untreated populations was compared and expressed as a Cy3:Cy5 ratio. We found that 619 genes (>25% of genes analyzed) were up-regulated by >3-fold. In contrast, only 16 genes were down-regulated by >3-fold, indicating that 5-FU treatment resulted in widespread transcriptional activation. Potential target genes were initially grouped according to their function using the DRAGON database (Database Referencing of Array Genes ONline).5
The biological functions of the genes identified by the microarray analysis were diverse and include cell cycle regulators; structural, ribosomal, apoptotic, and mitochondrial genes; as well as genes involved in signal transduction pathways and polyamine metabolism (Table 1)
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5-fold higher than control at 72 h (Fig. 1A)
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IC60s of TDX (10 nM) and oxaliplatin (10 µM) for 72 h (Fig. 1B)
5-fold) in response to TDX and oxaliplatin. Expression of thymosin-ß-10 mRNA was up-regulated
5-fold in response to TDX and
6-fold in response to oxaliplatin (Fig. 1B)
8-fold in each case (Fig. 1B)
2.5-fold induction of this gene (Fig. 1B)
Effect of p53 Inactivation on Target Gene Induction.
p53 has been reported previously to play an important role in downstream signaling after 5-FU treatment (3)
. To determine whether p53 might play a role in 5-FU-mediated target gene up-regulation, we examined the sequences of the 5-FU-inducible genes for regions of homology to putative p53-binding sites using the TRANSFAC database (12)
.6
We found that the SSAT and MAT-8 genes each contained three putative p53-binding sites with >85% homology, and the annexin II and thymosin-ß-10 genes each contained two sites. The chaperonin-10 and hsp60 genes are transcribed from the same promoter, and this locus contained 16 putative p53-binding sites. This suggested that p53 might play a role in the regulation of expression of these genes. We therefore compared expression of each of the 5-FU-inducible genes in p53 wild-type (M7TS90) and p53-null (M7TS90-E6) isogenic cell lines, derived from MCF-7 cells as described previously (3)
. In the M7TS90 cell line, SSAT mRNA expression was induced after treatment with 5-FU for 72 h to a similar extent as in the parental MCF-7 line (
13-fold), whereas expression in the p53-null M7TS90-E6 cell line was only up-regulated by
2-fold (Fig. 2A)
. Induction of annexin II mRNA was also reduced in the p53-null cell line (2-fold with respect to control) compared with the p53 wild-type line (7-fold with respect to control; Fig. 2A
). In M7TS90 cells, MAT-8, thymosin-ß-10 and chaperonin-10 mRNAs were each induced by 5-FU treatment by between 8- and 10-fold (Fig. 2A)
. In contrast, expression of these genes was unaltered by 5-FU treatment in the p53-null M7TS90-E6 cell line (Fig. 2A)
. These results suggested an important regulatory role for p53 in up-regulating each of these target genes; therefore, we also examined the effect of 5-FU, TDX, and oxaliplatin on p53 protein expression. MCF-7 cells were exposed to
IC60s of each agent for 48 h (Fig. 2B)
. p53 protein levels were up-regulated after exposure to 10 µM 5-FU (7-fold), TDX (3-fold), and oxaliplatin (8-fold; Fig. 2B
). Collectively, these results suggested a key transcriptional regulatory role for p53 in the response to 5-FU, TDX, and oxaliplatin in this cell line.
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56-fold after treatment with 10 µM 5-FU. Chaperonin-10 mRNA expression was also up-regulated by
3-fold in response to 5-FU; however, the expression of annexin II and thymosin-ß-10 mRNA was only marginally up-regulated (by
2-fold) after exposure to 10 µM 5-FU (Fig. 3)
10-fold; Fig. 3
2-fold in each case), whereas chaperonin-10 expression levels were
3-fold higher in H630-R10 cells compared with H630 cells (Fig. 3)
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| DISCUSSION |
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The manufacturer of the cDNA microarray recommended that >3-fold induction could be considered biologically significant. However, our data set was generated using RNA samples collected at several time points after 5-FU treatment. As these samples were pooled before analysis, our data set represents the cumulative changes in gene expression between 6- and 48-h post-drug treatment. We therefore used a cut-off of >6-fold induction when selecting genes for validation and further characterization. We also used a signal intensity cutoff of >3000 to ensure identification of genes with signals of sufficient intensity to minimize the effects of background noise. We confirmed that SSAT, annexin II, thymosin-ß-10, MAT-8, and chaperonin-10 were consistently up-regulated after treatment with an IC60 dose of 5-FU in MCF-7 cells. SSAT causes a reduction in intracellular polyamine levels, which is associated with the induction of apoptosis (4) . Annexin II is a member of the annexin family of genes and has been implicated in numerous roles, including the regulation of DNA synthesis, cell proliferation, and apoptosis (5) . The G-actin-binding protein thymosin-ß-10 is a member of the ß-thymosin family of proteins (18) and plays a role in the regulation of apoptosis (6) . MAT-8 is a member of the FXYD family of proteins (19) that regulates chloride ion transport across the cell membrane (7) . The hsp chaperonin-10 (hsp10) binds hsp60 to regulate folding of mitochondrial proteins (8) . To our knowledge, none of these genes have been identified previously as 5-FU-inducible target genes.
We found that
IC60s of the TS-targeted antifolate TDX and DNA-damaging agent oxaliplatin also caused up-regulation of each of the target genes. Each of these genes was found to contain potential p53-responsive elements. Importantly, inactivation of p53 in an MCF-7-derived cell line (M7TS90-E6) resulted in significantly reduced levels of 5-FU-mediated induction of SSAT and annexin II mRNA, whereas expression of thymosin-ß-10, MAT-8, and chaperonin-10 was not induced in the p53-null setting. These results suggest that p53 may play a role in regulating expression of the target genes in response to 5-FU. In addition, p53 protein was induced in MCF-7 cells treated with
IC60 doses of 5-FU, TDX, and oxaliplatin. Thus, these agents induced target gene expression and also caused up-regulation of p53, providing additional evidence for the involvement of p53 in regulating these genes.
We also examined expression of the validated target genes in the H630 colorectal cancer cell line and the paired 5-FU-resistant daughter cell line, H630-R10 (2) . TS is overexpressed in the H630-R10 cell line by 33-fold compared with the parental line. We found that expression of all five target genes was up-regulated in response to 5-FU in the H630 parent cell line. Interestingly, we also found that basal expression of all five target genes, in particular MAT-8, was higher in the 5-FU-resistant H630-R10 daughter cell line. This may arise because of the dysregulation of target gene expression in the 5-FU-resistant cell line, because elevated basal expression of these genes was not associated with increased cell cycle arrest or apoptosis. Thus, H630-R10 cells may tolerate higher basal levels of the target genes, suggesting they may be potential biomarkers of resistance.
A key concern with the use of cDNA microarray analysis in relation to cancer therapy is that the evaluation of a large number of genes may identify such a sizeable number of potential target genes that it would be unfeasible to try to confirm the involvement of each of these genes in resistance/response to therapy. Nonetheless, the present study and others have shown that microarray analysis is a powerful technology for the identification of novel genes associated with response or resistance to chemotherapeutic agents (13 , 15 , 16) . However, we were unable to validate the 5-FU-mediated induction of several genes identified by the microarray using Northern blotting, including gelsolin and cyclin G, indicating the importance of target gene validation. Furthermore, Wang et al. (20) identified YES1 from an array study as a gene whose expression was consistently up-regulated in a panel of cell lines resistant to TS inhibitors. However, YES1 was found to have no direct role in the drug resistance process, and its elevated expression was found to occur as a consequence of its chromosomal location adjacent to TS. This study highlights the importance of careful interpretation of validated targets.
In conclusion, using DNA microarray technology, we have identified five novel 5-FU-inducible transcriptional targets: (a) SSAT; (b) annexin II; (c) MAT-8; (d) thymosin ß-10; and (e) chaperonin-10. These genes were also up-regulated by TDX and oxaliplatin. Each of these genes contains putative p53-response elements, and 5-FU- mediated induction of these genes was significantly reduced in a p53-null MCF-7 daughter line, suggesting a role for p53 in their regulation. Finally, basal expression of these genes (in particular MAT-8) was higher in a 5-FU-resistant cell line, suggesting that these genes may be potential biomarkers of 5-FU resistance. These results demonstrate the potential of DNA microarrays to identify novel genes involved in mediating the response of tumor cells to chemotherapy.
| FOOTNOTES |
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1 Supported by Cancer Research UK, Ulster Cancer Foundation, and The Research and Development Office, Northern Ireland. ![]()
2 P. J. M. and D. B. L. contributed equally to this work. ![]()
3 To whom requests for reprints should be addressed, at The Department of Oncology, Cancer Research Centre, Queens University Belfast, University Floor, Belfast City Hospital, Lisburn Road, Belfast BT9 7AB, Northern Ireland. Phone: 44-2890-263911; Fax: 44-2890-263744; E-mail: oncology{at}qub.ac.uk ![]()
4 The abbreviations used are: 5-FU, 5-fluorouracil; TS, thymidylate synthase; TDX, tomudex; DNP, dinitrophenol; Cy, cyanine; hsp, heat shock protein; SSAT, spermine/spermidine acetyl transferase. ![]()
5 Internet address: http://pevsnerlab.kennedykrieger.org/dragon.htm. ![]()
6 Internet address: http://transfac.gbf.de/TRANSFAC. ![]()
Received 12/30/02. Accepted 6/ 2/03.
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