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Experimental Therapeutics, Molecular Targets, and Chemical Biology |
1 Department of Interdisciplinary Oncology and Experimental Therapeutics Program and 2 Biostatistics Core Facility, H. Lee Moffitt Cancer Center and Research Institute at the University of South Florida, Tampa, Florida
Requests for reprints: William Dalton, Department of Interdisciplinary Oncology and Experimental Therapeutics Program, H. Lee Moffitt Cancer Center and Research Institute at the University of South Florida, 12902 Magnolia Drive, Tampa, FL 33613. Phone: 813-903-6807; E-mail: dalton{at}moffitt.usf.edu.
| Abstract |
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protein levels (but not RNA levels) were reduced in drug resistance cells selected on fibronectin; however, no change in topoisomerase II
was observed in cells selected with mitoxantrone in suspension culture. Taken together, our results suggest that the development of drug resistance models must consider interactions with the microenvironment to identify clinically relevant targets and mechanisms associated with acquired drug resistance. (Cancer Res 2006; 66(4): 2338-45) | Introduction |
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To address the question of how cell adhesion influences acquired drug resistance, we compared the levels and mechanisms of drug resistance when the human histiocytic lymphoma cell line U937 was selected for mitoxantrone resistance either while adherent to fibronectin (U937/FN series) or in a traditional suspension culture (U937/Sus series). Mitoxantrone is a DNA intercalating agent and is known to stabilize topoisomerase II-DNA complexes (13, 14). Drug-induced DNA-topoisomerase II complexes are referred to as the "cleavable complex," and the majority of evidence indicates that this is the initiating lethal event of this cytotoxic (15). Previous reports have indicated that selection of tumor cells with mitoxantrone typically results in drug-resistant cells that overexpress the ABC transporter BCRP and/or alter the drug target topoisomerase II (1618).
In this study, we show that adhesion of U937 cells to fibronectin increased levels of acquired mitoxantrone resistance compared with drug resistance acquired by selection in routine suspension culture. The overall drug-resistant phenotype between the two models was similar with reduced drug-induced DNA double-strand breaks associated with reduced topoisomerase II levels. However, the regulation of reduced topoisomerase II levels was different, depending on whether cells were selected in suspension culture or adhered to fibronectin.
| Materials and Methods |
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100 days, drug-resistant variants emerged, which were exposed twice a week with 10 nmol/L mitoxantrone for 1 hour. These cell lines are referred to as either U927/SusMR1 (selected in suspension culture) or U937/FNMR1 (selected while adherent to fibronectin). At this time point, the MR1 variants were exposed to 20 nmol/L mitoxantrone as described above. Following another 80 days of selection, stable variants emerged referred to as either SusMR2 or FNMR2. After the selection of the MR2 cell lines, cultures were maintained by adding either 20 nmol/L mitoxantrone or vehicle control for 1 hour once a week while the cells were adherent to fibronectin or cultured in suspension. Drug-resistant variants were cultured in drug free media for 1 week before performing experiments. To control for changes that resulted from recurrent cell adhesion, U937 cells were exposed to ddH2O vehicle control (VC), while either cultured in suspension media (SusVC) or adhered to fibronectin (FNVC). Therefore, two separate drug-sensitive cell lines (SusVC and FNVC) were developed and used for comparison with each other and their respective drug-resistant cell lines SusMR and FNMR.
3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide analysis. 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) cytotoxicity assays were used to compare levels of drug sensitivity in the cell line variants. Cells were centrifuged and resuspended in RPMI containing 10% FBS at a concentration of 100,000/mL for vehicle control cell lines and 200,000/mL for drug-resistant cell lines. Cells were treated with varying concentrations of drug for 1 hour. Following drug exposure for 1 hour, plates were washed once with RPMI containing 10% FBS. After a 72-hour incubation at 37°C, the MTT assay was done as previously described (5). IC50 values were calculated by linear regressions derived from the linear portion of the survival curve.
Microarray analysis. Microarray analysis was used to examine and compare gene expression between drug-sensitive cell lines (SusVC and FNVC) and drug-resistant cell lines (SusMR and FNMR). RNA was isolated, and Affymetrix U133A GenChip arrays were processed as previously described (11). The cell line selected with vehicle control in suspension media was the reference sample for drug-resistant cell lines selected in suspension media (SusMR1 and SusMR2). Cells selected with vehicle control while adhered to fibronectin (FNVC) served as the reference sample for the drug-resistant cell lines selected while adhered to fibronectin (FNMR1 and FNMR2). Gene expression, which was detected as absent in both test and reference sample by MAS 5.0 was not considered for further analysis. Gene expression changes of 1.8-fold in both the MR1 and MR2 cell lines compared with the reference sample, was necessary to be considered for further analysis. Venn diagrams were used to determine changes in gene expression that were common to both selection models, as well as to identify changes in gene expression that were exclusive to the culture condition.
Reverse transcriptase-PCR. Reverse transcriptase-PCR (RT-PCR) was used to validate expression of genes changed during selection with mitoxantrone. These genes include topoisomerase IIß and topoisomerase
and the multidrug transporter BCRP. In addition, based on our previous work examining the contribution of the Fanconi anemia pathway in acquired melphalan resistance, we chose to validate Fanconi anemia complementation group E (FANCE; refs. 11, 19). RNA was extracted from log growth cells with RNeasy columns (Qiagen, Valencia, CA) per manufacturer's instructions. First-strand cDNA synthesis was carried out with SuperScript First-StrandSynthesis System for RT-PCR (Invitrogen, Frederick, MD) per manufacturer's instructions. For BCRP expression, the PCR reaction was run on an Applied Biosystems Geneamp system 9700 (Foster City, CA). Briefly, 50 ng of first-strand cDNA reaction mixture were amplified using the following primers: BCRP upstream primer (5'-3'), TTAGGATTGAAGCCAAAGC and BCRP downstream primer (5'-3'), TAGGCAATTGTGAGGAAAATA.
The reaction mixture was initially heated to 94°C. Then 25 reaction cycles of 30 seconds at 94°C followed by 30 seconds at 50°C and 30 seconds at 72°C occurred. Finally, the reaction mixture was kept at 72°C for 3 minutes.
For the glyceraldehyde-3-phosphate dehydrogenase (GAPDH) loading controls, the following primers were used: GAPDH upstream primer (5'-3'), CAAAAGGGTCATCATCTCTGC and GAPDH downstream primer (5'-3'), GAGGGGCCATCCACAGTCTTC.
The reaction consisted of 25 reaction cycles (30 seconds at 94°C followed by 30 seconds at 55°C and then 30 seconds at 72°C).
Real-time PCR primers for topoisomerase II
and topoisomerase IIß and FANCE were obtained from Ambion (Austin, TX). The gene expression level was normalized using the endogenous control gene GAPDH. Real-time PCR reactions were done using ABI 7900 Sequence Detection System (Applied Biosystems).
Comet assay. The neutral comet assay was used to detect drug-induced protein associated DNA double-strand breaks as previously described (5). Briefly, cell lines were exposed to either 1 µmol/L mitoxantrone or ddH2O at 37°C for 1 hour before performing the comet assay. To detect nonprotein-associated DNA double-strand breaks, cells were lysed for 1 hour at 4°C in the absence of proteinase K; samples were then processed for DNA double-strand breaks as previously described (5). The comet moment for cells treated with vehicle control was subtracted from the drug-treated sample. The data shown are the means with 95% confidence intervals as determined by ANOVA (51 images for each dose of each independent experiment, n = 3 independent experiments).
Drug accumulation. Alteration in intracellular drug concentration as a possible mechanism of drug resistance was examined by measuring cellular accumulation of [14C]mitoxantrone in all cell lines. Briefly, for each cell line 1 x 106 cells were exposed to 2.5 µmol/L [14C]mitoxantrone (specific activity, 8.1 mCi/mmol) for 1 hour. Following drug exposure at 37°C for 1 hour, samples were washed thrice in cold PBS before the addition of scintillation fluid. The samples were counted on a Beckman scintillation counter (Palo Alto, CA). The data were normalized to cpm [14C]mitoxantrone per one million cells. The experiment was done in triplicate and repeated twice.
Topoisomerase II levels and activity. Alterations in the activity and/or levels of topoisomerase II were measured in the drug-resistant cell lines and compared with the drug-sensitive cell lines. Nuclear and whole-cell extracts were prepared as previously described (5). For immunoblotting, 20 µg of fresh nuclear extract from suspension and fibronectin-adhered samples were separated on a 5% to 15% gradient SDS-polyacrylamide gel and transferred to a polyvinylidene difluoride membrane. The blot was probed with either a topoisomerase II
, topoisomerase IIß, or topoisomerase I monoclonal antibody (BD Biosciences, San Jose, CA). The band of interest was detected by chemiluminescence (Pierce Biochemicals, Rockland, IL).
Catalytic activity of topoisomerase II was measured as the decatenation of networks of kDNA per manufacturer's instructions (Topogen, Columbus, OH). Briefly, 1 µg of nuclear protein extract and 100 ng of kDNA were incubated in a total volume of 20 µL at 37°C for 5 minutes. The reaction buffer consisted of the following: 50 mmol/L Tris (pH 7.5), 100 mmol/L NaCl, 10 mmol/L MgCl2 1.0 mmol/L ATP, 0.5 mmol/L DTT, and 30 µg/mL bovine serum albumin. The reaction was terminated by the addition of 5 µL of 2.5% SDS.
| Results |
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Cells selected with mitoxantrone while adherent to fibronectin showed a 2-fold increase in FANCE expression. FANCE is a member of the Fanconi anemia pathway (see Fig. 2B). We recently showed that overexpression of FANCF is a determinant of reduced melphalan-induced interstrand cross-links and acquired drug resistance (11, 19). There is no current evidence linking the Fanconi anemia pathway to sensitivity or resistance to topoisomerase II inhibitors. However, recent evidence has shown that two topoisomerase II inhibitors doxorubicin and mitoxantrone can form DNA adducts (2224). Thus, further studies are warranted to determine whether the Fanconi anemia pathway contributes to the removal of mitoxantrone-DNA adducts.
We recently showed that changes in gene expression predictive for increased cholesterol synthesis represented a common fingerprint between de novo and acquired melphalan resistance (11). As a result of these findings, we screened GEP lists generated in Fig. 2A for changes in gene expression related to cholesterol homeostasis. In the FNMR2 cell line, we observed several changes that would be predictive of increased cholesterol synthesis (HMGCS1, 3-hydroxy-3-methylglutaryl-CoA synthase 1; SQLE, squalene epoxidase) and transport (NPC1, Niemann-Pick disease, type C1; see Fig. 2B). Further studies are warranted to determine whether the cholesterol pathway represents a marker of drug resistance and/or has functional consequences in mediating the emergence of drug resistance.
In both suspension and fibronectin drugselected cell lines, we noted several changes in genes known to positively or negatively affect apoptosis (BCL-2, MCL-1, TUCAN = Card8, CDKN1B = p27Kip1, TNFSF13 = April, caspase-1, TNFRSF6 = FAF1, BNIP3). It is currently unclear based solely on GEP what effect the culmination of these changes would have on drug-induced apoptosis (see Fig. 3). This observation is similar to what we and others have reported with GEP analysis of acquired drug-resistant cell lines (11, 25).
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Drug accumulation. Mitoxantrone selection in some cell lines results in overexpression of BCRP (18). Microarray analysis did not show overexpression of any functional drug transporters. To confirm these findings, we did both a functional assay for drug accumulation and RT-PCR for BCRP expression. As shown in Fig. 3A, there were no changes in intracellular mitoxantrone levels between the four cells lines. RPMI 8226 myeloma cells selected for mitoxantrone resistance overexpress BCRP and were used as a positive control for detection of BCRP expression (see Fig. 3B; ref. 17). In contrast to 8,226 mitoxantrone-resistant cells, no detectable levels of BCRP were noted in any of the U937 drug-resistant cell lines. Together, our data indicate that changes in drug transport are unlikely to contribute to mitoxantrone resistance in any of the U937 mitoxantrone-resistant variants.
Topoisomerase II levels and activity. To determine whether alterations in topoisomerase II correlated with drug resistance, we examined topoisomerase II protein levels and catalytic activity. As shown in Fig. 4A, Western blot analysis of nuclear extracts showed that both topoisomerase II
and topoisomerase IIß were reduced in the FNMR2 cell line, whereas only topoisomerase IIß was reduced in the SusMR2 variant. In addition, the decrease in nuclear topoisomerase II levels correlated with a decrease in whole-cell extracts, suggesting that altered nuclear import or export of topoisomerase II does not account for the reduction in nuclear topoisomerase II levels (see Fig. 4B). Topoisomerase II activity was attenuated in both drug-resistant variants, and the reduction in activity was greatest in the FNMR2 drug resistance cell line (see Fig. 4C). The further decrease in topoisomerase II activity in the FNMR2 cell line is likely related to the reduction in both topoisomerase II
and topoisomerase IIß in the FNMR2 cell line, compared with only a reduction in topoisomerase IIß in the SusMR2 cell line.
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protein levels were decreased, although there were no detectable changes in RNA levels as determined by microarray analysis or real-time RT-PCR (data not shown). Together, these data indicate that the reduction in topoisomerase II
and topoisomerase IIß protein levels are predominately regulated post-transcriptionally in the fibronectin-adhered drug selected cell lines, whereas in the suspension mitoxantroneselected culture, topoisomerase IIß levels were transcriptionally attenuated. Finally, there were no detectable differences in topoisomerase II levels or activity between the drug-sensitive SusVC and FNVC cell lines. Because it is feasible that increased proteasome mediated degradation of topoisomerase II is a mechanism underlying the reduction in topoisomerase II protein levels in the FNMR2 cell line, we screened the U937/FNMR microarray list for changes that may contribute to this finding. As shown in Fig. 2B, we observed a 2.3-fold decrease in ubiquitin-specific protease 20 (USP20), a 9-fold increase in Nedd-4-like ubquitin ligase (WWP2) and a 1.8-fold increase in the Nedd4 binding partner (NB4B1), in the FNMR2 variant compared with the FNVC parental cell line. Further studies are warranted to determine whether these changes are causative for the reduced topoisomerase II protein levels in the FNMR2 drug-resistant cell line.
Mitoxantrone induced DNA damage. The neutral comet assay was used to measure mitoxantrone-induced protein and nonprotein-associated DNA double-strand breaks. As shown in Fig. 5A, both drug-resistant variants showed significantly decreased drug-induced protein-associated DNA double-strand breaks compared with the respective parental cell lines. In addition, cells selected on fibronectin (FNMR2) showed a further reduction (P < 0.0167, Student's t test corrected for multiple testing 0.05 of 4 independent tests) in DNA damage compared with cells selected in suspension (SusMR2). Surprisingly, we also observed a significant 1.7-fold reduction (P < 0.0167, Student's t test) in mitoxantrone-induced DNA damage between cells that were maintained on fibronectin (FNVC) without the addition of drug compared with cells maintained in suspension (SusVC). This reduction in DNA damage in the FNVC cell line did not correlate with increased survival as measured by MTT cytotoxicity assays, or changes in topoisomerase II levels or activity. Together, these data suggest that reduction in drug-induced DNA damage in the FNVC cell line is not the result of altered topoisomerase II, and that the damage is not processed as being lethal. Mitoxantrone is an intercalating agent and could potentially disrupt multiple DNA-protein interactions. Our data suggest that total DNA druginduced DNA damage does not always predict drug sensitivity. DNA damage measured in the presence of proteinase K in the lysis buffer measures both protein and nonprotein-associated DNA damage. To test whether the FNVC cell line showed reduced mitoxantrone induced nonprotein-associated DNA damage, we measured the DNA double-strand breaks in the absence of proteinase K. As shown in Fig. 5B, the FNVC cell line showed a significant 6-fold reduction (P < 0.0167, Student's t test) in nonprotein-associated mitoxantrone-induced DNA damage compared with the SusVC cell line. These data suggest that culturing cells attached to fibronectin over time preferentially reduces the amount of nonprotein-associated DNA damage induced by mitoxantrone. We previously showed that preadhesion for 2 hours reduced the amount of mitoxantrone- and etoposide-induced DNA double-strand breaks (5). The reduction in drug-induced DNA damage correlated with increased cell survival and decreased ability to salt extract topoisomerase IIß. However, considering our findings in the FNVC cell line, future studies will determine what effect preadhesion has on drug-induced nonprotein-associated mitoxantrone-induced DNA damage.
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| Discussion |
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In this report, we show that selecting U937 cells while adherent to fibronectin resulted in a phenotype that showed reduced DNA damage and increased survival compared with cells selected in a suspension culture. These data suggest that selection of adherent cells promotes the emergence of a more aggressive resistance phenotype. Furthermore, all cell drug cytotoxicity assays were done in suspension cultures, indicating that acquired drug resistance does not require survival signals associated with cell adhesion for expression of the acquired drug-resistant phenotype. Teicher et al. showed that selection of resistance with a cross-linking agent in an in vivo model resulted in a phenotype that was operative only in vivo (29). Our results, using an in vitro U937 model, confirm the observation that the microenvironment influences drug response and the acquisition of drug resistance.
Gene expression profiling of the drug-resistant variants was used to determine whether changes in gene expression could account for the differences in levels of drug resistance. Microarray analysis showed that cells selected in suspension showed a 2-fold reduction in topoisomerase IIß levels, whereas adherent cells only showed a modest reduction in topoisomerase IIß mRNA levels. In addition, in the suspension culture condition, reduced topoisomerase IIß levels correlated with a reduction in NF-YA levels, a known transcriptional activator of topoisomerase IIß (21). These findings were specific for cells selected in a suspension culture, indicating that regulation of the drug target topoisomerase II was dependent on the culture condition.
Surprisingly, neither the FNMR2 nor the SusMR2 cell line selected for overexpression of a drug transporter. Mitoxantrone will often select for increased expression of BCRP (18). However, in this study, we found no role for the ABC transporter BCRP in conferring mitoxantrone resistance. GEPs showed multiple changes in the apoptotic pathway in both drug-resistant cell lines. Although some changes in gene expression were predictive of increased cell survival, we did observe changes, like decreased expression of BCL-2, that would predict reduced cell survival. These observations make it difficult to predict what effect the culmination of these changes in apoptotic machinery would have on cell survival. Finally, in the FNMR2 cell line, we observed several changes that would predict for increased synthesis and trafficking of cholesterol. These changes included increased expression of 3-hydroxy-3-methylglutaryl-CoA synthase 1, squalene epoxidase, and NPC1. Recently, Li et al. showed that acute exposure to daunorubicin or 1-ß-D-arabinofuranosylcytosine (ara-C) increased cholesterol levels in primary acute myelogenous leukemia (AML) specimens and cell lines. Importantly, in this same study, investigators showed that treatment with zaragozic acid sensitizes AML cells to daunorubicin- and ara-Cinduced cell death. Zaragozic acid inhibits squalene synthase at the final branch step of the cholesterol synthesis pathway, indicating that reducing geranyl or farnesyl levels was not required to sensitize cells to either ara-C or daunorubicin (30). Taken together, their data indicate that reducing cholesterol levels is a viable strategy for increasing the efficacy of cytotoxics. Further studies are warranted to determine the mechanism of drug resistance associated with increased cholesterol levels and whether the gene expression profile of the cholesterol pathway is a good marker for predicting clinical response to cytotoxics.
Because gene expression profiling indicated that reduced topoisomerase IIß levels might confer resistance in the SusMR2 cell line, we examined the protein levels of topoisomerase IIß and topoisomerase II
in the drug-resistant variants. In the SusMR2 cell line, reduced topoisomerase IIß RNA correlated with decreased protein levels. In contrast, drug selection while cells were adhered to fibronectin showed reduced topoisomerase IIß protein levels, but no detectable decrease in topoisomerase IIß or NF-YA RNA levels was noted. In addition, in the FNMR2 cell line a decrease in topoisomerase II
protein levels was observed. Again, no change in topoisomerase II
RNA levels was detected in the FNMR2 cell line, suggesting that both topoisomerase II
and topoisomerase IIß are post-transcriptionally regulated in the FNMR2 cell line. Thus, although both drug selection conditions (with and without fibronectin adhesion) resulted in mitoxantrone resistance associated with reduced topoisomerase II levels and activity, the mechanism regulating topoisomerase II levels is different between the two drug-resistant models. Together, our data indicate that increased levels of drug resistance in the FNMR cell line compared with the SusMR cell line is likely due to decreased topoisomerase II
and topoisomerase IIß protein levels compared with only reduced topoisomerase IIß levels in the SusMR2 cell line. In addition, our results show that drug selection using a classic suspension culture resulted in attenuation of NF-YA a known transcriptional activator of topoisomerase IIß. This finding correlated with reduced topoisomerase IIß RNA and protein levels. In contrast, drug selection while cells were adhered to fibronectin showed reduced topoisomerase IIß protein levels but no detectable decease in topoisomerase IIß or NF-YA levels.
Our previous work showed that preadhesion of U937 cells to fibronectin altered the nuclear distribution of topoisomerase IIß. Although the mechanism underlying the altered nuclear trafficking of topoisomerase IIß is not known, the fact that nuclear trafficking of topoisomerase IIß is altered before drug selection may favor protein degradation over transcriptional regulation of topoisomerase II in adherent cells. Possible mechanisms contributing to degradation of topoisomerase II include alterations in sumoylation, phosphorylation, and ubiquination of topoisomerase II. Microarray analysis of U937 cells selected for resistance while adherent to fibronectin showed increased expression of Nedd4-like protein ligase and decreased expression of ubiquitin-specific protease 20. These observations warrant further study to determine whether these changes in gene expression contribute to degradation of topoisomerase II in the FNMR cell line. In conclusion, our studies show that models of acquired resistance need to consider the interaction of the tumor cell with the microenvironment, as this may be necessary to identify clinically relevant drug resistance targets.
| Acknowledgments |
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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.
We thank Lee Wisner for technical help.
Received 9/13/05. Revised 11/30/05. Accepted 12/13/05.
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