Abstract
Therapeutic efficacy of cisplatin-based chemotherapy for advanced-stage urothelial carcinoma (UC) is limited by drug resistance. The nuclear factor (erythroid-derived 2)-like 2 (NRF2) pathway is a major regulator of cytoprotective responses. We investigated its involvement in cisplatin resistance in long-term cisplatin treated UC cell lines (LTTs). Expression of NRF2 pathway components and targets was evaluated by qRT-PCR and western blotting in LTT sublines from four different parental cells. NRF2 transcriptional activity was determined by reporter assays and total glutathione (GSH) was quantified enzymatically. Effects of siRNA-mediated NRF2 knockdown on chemosensitivity were analysed by viability assays, γH2AX immunofluorescence, and flow cytometry. Increased expression of NRF2, its positive regulator p62/SQSTM1, and elevated NRF2 activity was observed in 3/4 LTTs, which correlated with KEAP1 expression. Expression of cytoprotective enzymes and GSH concentration were upregulated in some LTTs. NRF2 knockdown resulted in downregulation of cytoprotective enzymes and resensitised 3/4 LTTs towards cisplatin as demonstrated by reduced IC50 values, increased γH2AX foci formation, and elevated number of apoptotic cells. In conclusion, while LTT lines displayed diversity in NRF2 activation, NRF2 signalling contributed to cisplatin resistance in LTT lines, albeit in diverse ways. Accordingly, inhibition of NRF2 can be used to resensitise UC cells to cisplatin, but responses in patients may likewise be variable.
Keywords: urothelial carcinoma (UC), cisplatin resistance, nuclear factor (erythroid-derived 2)-like 2 (NRF2), sequestosome 1 (p62/SQSTM1), Kelch-like ECH-associated protein 1 (KEAP1), cytoprotection, glutathione, nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) pathway, hippo pathway
1. Introduction
Bladder cancer is the 9th most common tumour world-wide and the most common cancer of the urinary tract [1]. About 90% of bladder cancers in industrialised countries are urothelial carcinomas (UC), which include muscle-invasive cancers, papillary tumours, and carcinoma in situ (CIS); the remaining 10% are mostly squamous cell carcinoma and adenocarcinoma [2,3]. Curative treatment by surgical approaches can be achieved in locally confined UC, but treatment of advanced stage or metastatic UC is generally palliative [4,5,6]. In these patients, cisplatin-based chemotherapy is the standard of care, whereas carboplatin-based combinations or monotherapies are less efficient [7,8]. Cisplatin-based regimens are also applied as neoadjuvant chemotherapy prior to cystectomy, but not all cancers respond and incomplete response is associated with poor prognosis [9]. Inherent or acquired resistance to cisplatin is therefore a critical factor in the treatment of UC.
Resistance to cisplatin can be due to various mechanisms [10,11], including activation of transcription factors promoting cell survival such as nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) [12] or Yes-associated protein 1 (YAP1) [13]. In particular, many studies have implicated the nuclear factor (erythroid-derived 2)-like 2 (NRF2/NFE2L2), a regulator of cytoprotective enzymes, glutathione biosynthesis and metabolism that controls cellular responses towards oxidative stress [14,15,16,17].
NRF2 is a cap’n’collar basic-region leucine zipper transcription factor consisting of a large p45 and a small p18 subunit [18]. Under resting conditions it is polyubiquitinated by the Kelch-like ECH-associated protein 1 (KEAP1)-Cullin 3 (CUL3) E3 ligase complex which leads to its degradation. Under oxidative stress, KEAP1 instead is polyubiquitinated at Lys-63 and degraded. Accumulating free NRF2 may then translocate to the nucleus [17,19,20,21,22,23,24] where it heterodimerises with other transcription factors like small Maf proteins (MafF, MafG, or MafK) in order to bind to cis-regulatory antioxidant responsive elements (ARE) and to thereby activate transcription of genes controlling cellular responses to, e.g., oxidative stress [18,19,24,25,26,27]. The NRF2/KEAP1 interaction is further regulated by Sequestosome 1 (p62/SQSTM1), which competes with KEAP1 for NRF2 via its KEAP1 interacting region (KIR) motif to promote NRF2 release and translocation to the nucleus [28]. The p62/SQSTM1 promoter contains an ARE through which NRF2 promotes SQSTM1 transcription, thereby creating a positive feedback loop [28]. At several points, NRF2 signalling interfaces with NF-κB pathways in the control of downstream targets, for example by competition for the CREB-binding protein (CBP) [16].
Constitutive NRF2 activation is common in cancer [29] and facilitates resistance to cisplatin, as in cisplatin-resistant RT-112 bladder cancer cells and in murine squamous cell carcinoma models [19,30], by inducing cytoprotective enzymes, glutathione (GSH) biosynthesis and recycling, glutathione transferases, and MRP drug conjugate exporters [19,30,31,32,33]. In particular, the association between elevated cellular levels of GSH and cisplatin resistance suggests that conjugation with GSH can be an important step in cisplatin inactivation in MCF7, U87MG, U251MG, and U138MG cell lines [34,35]. The rate-limiting factors for GSH biosynthesis are the γ-glutamylcysteine ligase catalytic and modifier subunits GCLC and GCLM as well as the heterodimeric cysteine/glutamate exchange transporters SLC3A2 and SLC7A11 [21,36,37,38,39]. GSH content and glutathione S-transferase (GST) expression have been associated with tumour progression and cisplatin resistance in urothelial carcinoma T-24 cells and in urothelial tumour tissues [40,41].
As in some other cancer types, a significant fraction of UC contain mutations in the NFE2L2 gene, typically missense mutations in the Neh2 domain required for KEAP1 interaction that are expected to cause NRF2 overexpression [42,43]. Likewise, as in other cancers, high NRF2 expression is associated with poor prognosis in UC. Experimentally, cisplatin resistance was linked to NRF2 activation in the UC cell line RT-112 which was likely caused by loss of KEAP1 [19]. Nevertheless, not many functional studies have been performed addressing the role of the NRF2 pathway in cisplatin resistance in a panel of several cell lines from one tumour entity or, with the specific interest of our study, in different urothelial carcinoma cell lines.
In order to study cisplatin resistance mechanisms in detail, we have previously established cisplatin-resistant sublines from four different UC cell lines (UCCs) by long-term treatment with escalating cisplatin doses over several months. Development of resistance was accompanied by significant phenotypic changes with increases in markers of epithelial-to-mesenchymal transition (EMT) and canonical WNT pathway target genes [44,45]. In the present study, we investigated NRF2 and its related pathways in these LTT cells.
2. Results
2.1. Increased Expression and Transcriptional Activity of Nuclear Factor Erythroid 2-Related Factor 2 (NRF2) in Long-Term Cisplatin Treated Cell Lines (LTTs)
We first evaluated expression of NRF2 and its regulators across a panel of UCCs covering the heterogeneity of the disease and then, in particular, compared the four long-term cisplatin treated LTTs with their parental cell lines. Across the UCCs, NRF2 and KEAP1 protein expression were heterogeneous and tended towards the expected inverse pattern, whereas p62/SQSTM1 expression was more uniform (Figure S1a). NRF2 protein levels were significantly increased in three out of four LTT cell lines, except in T-24-LTT, compared to the parental cell lines (Figure 1a). KEAP1 protein was only diminished in J82-LTT, which also overexpressed p62/SQSTM1. In T-24-LTT, conversely, KEAP1 was increased and p62/SQSTM1 was diminished (Figure 1a). Elevation of NRF2 protein in the three LTTs was constitutive and not due to induction by culturing with cisplatin, as shown by comparing cisplatin treated LTTs and LTTs without treatment for 10 days with their parental cell lines with or without cisplatin treatment (Figure S1b).
NRF2 and KEAP1 mRNA expression were both significantly decreased in three LTTs compared to their parental cell lines, whereas p62/SQSTM1 mRNA was upregulated. T-24-LTT was again the exception with no significant difference in NRF2 or p62/SQSTM1 mRNA, but increased KEAP1 mRNA expression (Figure S1c).
NRF2 transcriptional activity was measured by a reporter assay following transfection with an ARE-luciferase expression construct. Compared to the untreated control, ARE-dependent luciferase activity was increased in RT-112-LTT, J82-LTT, and 253J-LTT, but was significantly decreased in T-24-LTT. Co-transfection with an NRF2 expression construct significantly increased luciferase activity in all four LTTs as well as in the parental lines; however, in T-24-LTT the inducible NRF2 luciferase activity remained lower compared to the parental cell line (Figure 1b). Remarkably, basal and inducible luciferase activity in RT-112-LTT was 100- and 1000-fold increased, respectively, in comparison to their parental cell line. These differences among LTT lines could relate to the differences in the cisplatin end concentrations they tolerated, as described in the Material and Methods. Immunofluorescence staining for NRF2 revealed increased expression in RT-112-LTT and 253J-LTT and nuclear staining in three out of four LTTs, with T-24-LTT being the only exception (Figure 1c).
As a possible cause of enhanced NRF2 expression and transcriptional activity, we searched for mutations in the NFE2L2 and KEAP1 genes. According to the TCGA data on UC [46,47], missense mutations in NRF2/NFE2L2 are usually located in exon 2 and were detected in 14 (11%) of 126 sequenced UC. KEAP1 was altered in 10 (7%) of 126 sequenced cases/patients, with 4 missense and 1 truncating mutation (Figure S2a). Deletion of NFE2L2 exon 2 represents an alternative mechanism for activation of NRF2 in a subset of squamous lung and head-and-neck cancers [48]. Somatic mutations of the KEAP1 gene, especially in the BTB domain encoded by exon 2 have been identified in several solid cancers, e.g., NSCLC and gastric adenocarcinoma [49,50]. Exons 2 of NFE2L2 and KEAP1 were detectable in all four UCCs and their LTT sublines (Figure S2b). Sanger sequencing revealed no changes in NFE2L2 exon 2 (data not shown), but a non-silent missense mutation in KEAP1 exon 2, namely c. 334A>T (T112S), in RT-112-LTT, which was not present in the parental cell line (Figure S2c). Interestingly, an independently obtained RT-112 cisplatin-resistant cell line, RT-112-cp [51] contained the same mutation (Figure S2d,e). Despite introducing a serine residue this previously unreported mutation is not predicted to change phosphorylation by in silico analysis [52], but according to the KEAP1 crystal structure (data not shown, PDB ID 5NLB [53,54]), the amino acid change could lead to a conformational change impairing KEAP1 binding to Cullin-3 and thereby interfere with NRF2 degradation. It remains to be elucidated why this mutation occurs preferentially during treatment of RT-112. Two additional cisplatin-resistant cell lines derived by pulse-treatment, RT-112-R and J82-R [45] contained no alternations in exons 2 of NFE2L2 and KEAP1 (Figure S2d).
2.2. Induction of Cytoprotective Enzymes and Elevated Glutathione (GSH) Levels in LTTs
Expression of NRF2 target genes was quantified by qRT-PCR (Figure 2a–d, Table S1). Significantly increased expression of the cytoprotective enzyme genes GSR, NQO1, GPX1, GPX2, GSTM1, and GSTP1 was observed in RT-112-LTT compared to their parental cells (Figure 2a) and, except for GSTM1, also in T-24-LTT (Figure 2d). J82-LTT expressed higher GSR mRNA compared to its parental cell line (Figure 2b). Cytoprotective enzymes mRNAs remained mostly unchanged in 253J-LTT compared to its parental cell line (Figure 2c).
Among GSH biosynthetic genes, GCLM mRNA was elevated in three out of four LTTs, albeit not in J82-LTT, whereas GCLC mRNA expression was generally unchanged (Figure 2e). The mRNA of the SLC3A2 transporter was significantly elevated in RT-112-LTT, J82-LTT, and T-24-LTT compared to their parental cell lines. SLC7A11 mRNA expression was significantly increased in RT-112-LTT and T-24-LTT, but remained unchanged or were even significantly decreased in 253J-LTT and J82-LTT, respectively, compared to their parental cell lines (Figure 2e, Table S1).
Total GSH was significantly increased in J82-LTT and T-24-LTT, but not in RT-112-LTT and 253J-LTT (Figure 2f). Interestingly, total GSH increased significantly after short-term cisplatin treatment (STT) of parental cell lines (Figure 2e), without changes in the NRF2 protein level (compare Figure S1b). Moreover, compared to their parental cell lines, significantly lower intracellular ROS concentrations were detected after cisplatin treatment in J82-LTT, 253J-LTT and T-24-LTT, but not in RT-112-LTT, where significantly higher levels were observed after cisplatin treatment (Figure 2g and Figure S3).
2.3. NRF2 as A Target to Sensitise Cisplatin-Resistant Urothelial Carcinoma Cell Lines (UCCs)
Efficient knockdown of NRF2 mRNA and protein was achieved in all four LTTs (Figure 3a,b). Consequently, compared to treatment with a non-targeting control siRNA, mRNA expression of the NRF2 targets NQO1, GSR, HMOX1, GSTP1, GPX1, and p62/SQSTM1 was downregulated in almost all four cell lines (Figure 3c–f). Cisplatin sensitivity increased, with statistically significant changes in the IC50 values for cisplatin in RT-112-LTT, 253J-LTT, and T-24-LTT, albeit not in J82-LTT (Figure 3g). Concomitantly, following cisplatin treatment, increased γH2AX formation indicative of increased DNA damage was observed by immunocytochemistry in all four siNRF2-treated LTTs compared to LTTs transfected with negative control siRNA. Again, the difference was statistically significant in RT-112-LTT, 253J-LTT, and T-24-LTT, but not in J82-LTT (Figure 3h and Figure S4). Cell cycle analysis as well as Annexin V staining and subsequent analysis by flow cytometry revealed increased sub-G1 fractions and a higher number of apoptotic cells following treatment with cisplatin in three out of four siNRF2 treated LTTs, except for J82-LTT (Figure 4a,b and Figure S5). Notably, following NRF2 knockdown in T-24-LTT, apoptosis was increased and clonogenicity was diminished even in the absence of cisplatin treatment (Figure 4c,d).
2.4. Relation of Increased NRF2 Expression to Hippo and Nuclear Factor Kappa B (NF-κB) Pathways in LTTs
To study crosstalk between the NRF2, Hippo, and NF-κB pathways, we first assessed YAP1, IKKα/CHUK, and NF-κB p65/RELA protein expression across an UC cell line panel. With the exception of 5637, IKKα and NF-κB p65 protein expression were very similar among the tested UCCs, whereas YAP1 protein expression was heterogeneous. Notably, J82 and T-24 were among the cell lines with high expression (Figure S1a). In most LTTs, YAP1 mRNA and protein expression were unchanged compared to the parental cell lines, except for a significant decrease in T-24-LTT (Figure 5a,b, Table S1). Further, IKKα and NF-κB p65 mRNA expression was significantly decreased in J82-LTT and 253J-LTT compared to their parental cell lines (Figure 5c, Table S1). IKKα and NF-κB p65 mRNA expression were accordingly decreased in 253J-LTT. However, both IKKα and NF-κB p65 proteins appeared unchanged in J82-LTT (Figure 5d). By immunofluorescence staining, NF-κB p65 was exclusively cytoplasmically localised in all four UCCs and their LTT sublines (Figure 5e).
3. Discussion
This study revealed NRF2 as an important factor in each of four independent long-term cisplatin treated (LTT) urothelial carcinoma cell lines (UCCs), fitting the established notion of NRF2 as a generally important factor in the development of chemoresistance and as a rational target to restore chemosensitivity [39]. Upon closer analysis, however, the cell lines differed in the extent of NRF2 expression and activation, its upstream regulation, and the expression of its downstream targets. Thus, our study of four different cell lines from the same tumour entity highlights the diversity in the modes of NRF2 activation and the ensuing gene expression changes. We consider it likely that a similar degree of diversity in NRF2 activation will occur in patients during cancer treatment with cisplatin-containing regimens, especially in cancer types with pronounced heterogeneity like UC. Therefore, while our data, on the one hand, support the notion of NRF2 as an important factor in chemoresistance, they suggest, on the other hand, that targeting NRF2 may not lead to a uniform response and NRF2 activation needs to be considered in a broader perspective, also including interfering and crosstalk pathways.
In detail, the three resistant cell lines RT-112-LTT, J82-LTT, and 253J-LTT expressed more NRF2 protein, which was localised in the nucleus, and was associated with basal and inducible NRF2 activity in reporter assays. NRF2 protein expression was unchanged in a fourth resistant cell line, T-24-LTT, compared to parental T-24 cells. SiRNA-mediated knockdown of NRF2 decreased IC50 values for cisplatin in RT-112-LTT, 253J-LTT, and T-24-LTT and this sensitisation was paralleled by increased γH2AX foci formation, in line with the presumed functions of NRF2. Unexpectedly, only a minor sensitisation was achieved in J82-LTT by NRF2 knockdown, which, also unexpectedly, instead induced apoptosis in T-24-LTT even in the absence of treatment (see detailed discussion below). Concordantly with our results, NRF2 knockdown sensitised the lung carcinoma cell line A549 to cisplatin, whereas its stable overexpression enhanced cisplatin resistance of breast adenocarcinoma and neuroblastoma cells MDA-MB-231 and SH-SY5Y [55]. Similarly, inhibition of KEAP1 stabilised NRF2 expression in SCC stem cells and rendered them resistant to cisplatin [30].
As a possible cause of increased NRF2 expression, we found elevated p62/SQSTM1 protein and mRNA expression in RT-112-LTT, J82-LTT, and 253J-LTT. Analogously, cisplatin-resistant ovarian cancer SKOV3 cells expressed more p62/SQSTM1 and were resensitised upon knockdown of p62/SQSTM1 [56,57]. The deletion of NFE2L2 exon 2 represents an alternative mechanism for activation of NRF2 in squamous carcinomas [48]. In hepatocarcinogenesis most NRF2 mutations are located in the regions coding for the DLG or ETGE motives, which bind to the Kelch domain in KEAP1 [58,59]. However, exon 2 was present and unchanged in all four UC LTT. Instead, we detected a mutation near the BTB domain of KEAP1, c. 334A>T (T112S), in RT-112-LTT, which, despite the newly introduced serine, likely does not affect protein phosphorylation. Nevertheless, the T112 side chain interacts with the neighbouring amino acid backbone to stabilise a protein loop, and its replacement by a serine could impair interaction with Cullin 3 [60]. In their cisplatin-resistant RT-112 subline, Hayden et al. [19] observed loss of KEAP1 expression, but its cause was not elucidated. In other cancer types, KEAP1 mutations in the first Kelch domain (e.g., G333C in A549 cells) and in the intervention region (IVR, D236H in H460 cells) modified NRF2 signalling and influenced platinum sensitivity [50]. Of note, in addition to p62/SQSTM1, other negative regulators of the NRF2–KEAP interaction, such as Gankyrin (PSMD10, 26S proteasome non-ATPase regulatory subunit 10) [61,62] could be involved and may deserve further investigation. In theory, KEAP1-mediated control of NRF2 might also be disrupted by the cyclin inhibitor p21Cip1/Waf1, which competes with oxidised KEAP1 for binding to the NRF2 DLG motif to enhance the stability of the transcription factor [21,63,64,65,66]. In the current study, p21 was not differentially expressed between parental and LTT cell lines (data not shown) and thus appeared unrelated to NRF2 expression and activity in LTTs. Moreover, some UCCs, including RT-112, do not express functional p21 because of frameshift mutations.
Many cytoprotective enzymes inducible by NRF2 [67] were upregulated in RT-112-LTT compared to its parental cell line, similar to the observations by Hayden et al. in their independently derived cisplatin-resistant RT-112 line [19]. Similar results were obtained for T-24-LTT even though these cells did not display increased NRF2 protein expression. In J82-LTT and 253J-LTT most NRF2 targets were not significantly induced. In most LTTs, though, NRF2 knockdown diminished mRNA expression of downstream cytoprotective enzymes, such as GSR, NQO1, HMOX1, and GSTP1, as well as the NRF2 target p62/SQSTM1.
Increased glutathione availability with consequently decreased intracellular ROS formation is another potential consequence of NRF2 activation that protects against cisplatin by forming extrudable conjugates and by ameliorating oxidative stress. For instance, higher GSH levels were observed in cisplatin-resistant A2780 ovarian carcinoma cells and the U373MG glioblastoma cell line [68,69]. Another cisplatin-resistant ovarian carcinoma cell line containing high levels of GSH could be sensitised by NRF2 inhibition [70]. In our study, elevated GSH content and decreased intracellular ROS production was found in J82-LTT and especially in 253J-LTT and T-24-LTT, compared to their respective parental lines. Elevated GSH corresponded with decreased oxidative stress following cisplatin treatment. Surprisingly, total GSH levels remained unchanged and intracellular oxidative stress was increased in RT-112-LTT compared to its parental cell line. Conceivably, GSH is efficiently conjugated with cisplatin in RT-112-LTT and exported by the overexpressed multidrug resistance-associated protein 2 (MRP2), resulting in a decreased steady-state GSH content. Key determinants of glutathione biosynthetic capacity are the cystine–glutamate transporters SLC7A11 and SLC3A2, both of which have previously been associated with cisplatin resistance [37,38]. These were upregulated in RT-112-LTT and T-24-LTT. Specifically, SLC7A11 overexpression as a consequence of diminished expression of its negative regulator miRNA-27a has been identified as a mechanism of cisplatin resistance in derivatives of the EJ UC cell line [71]. In that study, the combination of low miRNA-27a and high SLC7A11 was also observed in cancer tissues, but in a relatively low fraction of cases. This finding thus further illustrates the diversity of mechanisms involved in NRF2 action in UC, in cell lines as well as in tumours.
The diversity of NRF2 regulation is further illustrated by the J82-LTT line, which presented high basal NRF2 protein expression and enhanced reporter gene activity. Nevertheless, efficient siRNA-mediated knockdown of NRF2 had minimal effects on cisplatin sensitivity in this resistant subline. Indeed, expression of cytoprotective enzymes and of genes involved in GSH transport and biosynthesis was largely unchanged in J82-LTT compared to its parental line. As nuclear immunofluorescence staining of NRF2 was not as prominent in J82-LTT as in RT-112-LTT and 253J-LTT, we suspect that NRF2 might be prevented from activating its target genes in a KEAP1 independent manner. An established mechanism that might explain this constellation involves phosphorylation of nuclear NRF2 by GSK3β and recognition of phosphorylated NRF2 by β-TrCP in the ubiquitin E3 ligase complex SCF (Skp1-Cullin-F-box), leading to its poly-ubiquitination and degradation [72,73,74,75]. Alternatively, negative regulators of the NRF2-MafK interaction like BACH1 [18] might account for the phenotype of this cell line.
Whereas NRF2 protein was increased in all other LTTs, it was unchanged in T-24-LTT compared to its parental cell line. Basal NRF2 activity was decreased, but luciferase activity was inducible, albeit to a lesser extent than in its parental cell line. Expression of p62/SQSTM1 remained essentially unchanged, but KEAP1 protein and mRNA were upregulated. However, the low amount of NRF2 present proved essential in this cell line, as siNRF2 knockdown not only sensitised T-24-LTT to cisplatin, but also induced apoptosis and decreased clonogenicity in the absence of cisplatin especially in this cell line. Suppression of cell proliferation by complete siNRF2-mediated knockdown has also been observed in the cholangiocarcinoma cell lines KKU-156 and KKU-100 and was similarly enhanced by cisplatin treatment [76]. The sensitivity of T-24-LTT to NRF2 knockdown may of course relate to the downregulation of cytoprotective and GSH biosynthetic enzymes by the treatment. Strikingly, many of these factors were elevated in T-24-LTT compared to the parental cell line, even though NRF2 expression and activity were not increased. This observation suggests that NRF2 cooperates with another pathway acting on its target genes in this cell line. A good candidate is the aryl hydrocarbon (AhR) pathway, which exhibits crosstalk with NRF2 signalling at several levels [16]. AhR is kept inactive in the cytoplasm by binding to a complex of Hsp90, XAP2, and p23 protein. Upon activation, AhR translocates into the nucleus where it heterodimerises with the aryl hydrocarbon receptor nuclear translocator (ARNT) at xenobiotic response elements (XREs) to activate transcription [75,77,78,79]. Many NRF2 targets also contain XREs [80,81].
Two other potentially interacting pathways, the Hippo and NF-κB pathways [11,12], were not altered in the LTTs. The major crosstalk between NRF2 and NF-κB pathways occurs through competition between the NF-κB p65 subunit and NRF2 for their common co-activator CBP. Following its activation by phosphorylation at Ser276, p65 suppresses transcription of ARE-dependent genes by depriving NRF2 of CBP [21,25,72]. Another factor mediating this crosstalk is p62/SQSTM1, which binds tumour necrosis factor (TNF) receptor associated factor 6 (TRAF6) via its TRAF6 binding domain (TB). Activation of TRAF6 leads to the phosphorylation of IKKβ, which phosphorylates IκB resulting in its ubiquitination and thereby the release of the NF-κB dimer consisting of p50 and p65 (Rel-A), which can then enter the nucleus for transcriptional regulation [26,28,82,83]. Moreover, the emerging role of the Hippo pathway has been described in cisplatin-resistant UC patient-derived xenograft models. There, YAP1 knockdown in T-24 cells increased sensitivity towards cisplatin by increasing DNA damage accumulation leading to apoptosis [13]. In our study, we did not observe a correlation between increased NRF2 activity and YAP1 protein expression.
In conclusion, our results indicate that NRF2—in different ways and to different extents—is a key player in the development of cisplatin resistance in UCCs and may constitute a reasonable target to combat chemoresistance in UC. Nevertheless, the diversity in NRF2 activation among the four tested LTTs highlights the complexity of cisplatin resistance even within one tumour entity and predicts that responses to NRF2 inhibition may likewise be highly variable in patients.
4. Materials and Methods
4.1. Cell Culture, Treatment, Plasmid Transfection, and siRNA-Mediated Knockdown
The human UC cell lines RT-112, VM-CUB-1, UM-UC-3, T-24, 639V, 253J, 5637, SW-1710, HT-1376, BFTC-905, and J82, kindly provided by M. A. Knowles (Leeds, UK), J. Fogh (New York, NY, USA), B. Grossmann (Houston, TX, USA), or the DSMZ (Braunschweig, Germany), were grown in DMEM GlutaMAX-I (Gibco, Darmstadt, Germany) containing 10% FCS. All cell lines were recently authenticated by standard DNA fingerprint analysis. IC50 doses were determined after treatment with a single IC50 dose of cis-diamminedichloroplatinum-II (cisplatin; Accord Healthcare, London, UK) for 72 h by MTT assay. For short-term experiments (STT) a single IC50 dose cisplatin was added for 72 h. As previously reported, long-term treated (LTT) UCCs were generated by adding cisplatin after every passage at escalating doses over months with constant end concentrations of 50, 3.3, 6.6, and 23 µM in RT-112-LTT, J82-LTT, 253J-LTT, and T-24-LTT, respectively [44]. Reporter plasmids NC16 pCDNA3.1 FLAG NRF2, a gift from Randall Moon (Addgene plasmid #36971, Cambridge, MA, USA) [84], and GL3–8xARE, kindly provided by R. Wolf (Dundee, UK) [85], were transfected using X-tremeGENE9 DNA Transfection Reagent (Roche, Basel, Switzerland) according to the manufacturer’s instructions. For siRNA-mediated knockdown, UCCs and LTTs were transfected with 10 nmol/L siNRF2 or a non-targeting control (#L-003755–00 and #D-001810–10-05, both Dharmacon, Lafayette, CO, USA) using Lipofectamine RNAiMAX Reagent (Thermo Fisher, Waltham, MA, USA) according to the manufacturer’s protocol. For colony formation assay cells were fixed in methanol before staining with Giemsa. Quantification of colonies was performed with ImageJ software 1.51k (National Institute of Mental Health, Bethesda, MD, USA) and a cell counter plugin.
4.2. Molecular Analyses
RNA isolation, cDNA synthesis, and quantitative real-time PCR were performed as previously described [44]. qRT-PCR was conducted using self-designed primers on the Lightcycler 96 system (Roche, Basel, Switzerland) (Table S2). For normalisation the housekeeping gene SDHA was used. DNA was extracted using the Blood & Cell Culture DNA Midi Kit according to the manufacturer’s protocol (Qiagen, Hilden, Germany).
4.3. Mutation Analysis by Sequencing
For NFE2L2 and KEAP1 mutation analysis 468 and 842 bp amplicons containing exon 2, respectively, were amplified following PCR from genomic DNA. Primer sequences are detailed in Table S3. PCR products were purified using the DNA Clean and Concentrator Kit (Zymo Research, Irvine, CA, USA) and analysed by Sanger sequencing. The interaction between the BTB domain of KEAP1 and Cullin 3 (PDB ID 5NLB [53,54]) was analysed by using PyMOL software version 1.5.0.4 (Schrödinger, Portland, OR, USA). The Protein Kinase Identification Server (PKIS) was used to predict changes in phosphorylation at the mutated site [52].
4.4. Measurement of Cell Viability
Cell viability was measured in quadruplicates by means of MTT assay (Sigma-Aldrich, St. Louis, MO, USA) and CellTiter-Glo assay (Promega, Fitchburg, WI, USA).
4.5. Flow Cytometry
Cell-cycle analyses were performed by staining the attached and supernatant cells with buffer containing 50 µg/mL propidium iodide (PI), 0.1% sodium citrate, and 0.1% Triton X-100 [86]. For assessing apoptotic cell death, attached and supernatant cells were incubated with 5 µL Annexin V-FITC (#31490013, Immunotools, Friesoythe, Germany) and 30 µg/mL PI in buffer containing 10 mM HEPES, 150 mM NaCl, 5 mM KCl, 5 mM MgCl2, and 1.6 mM CaCl2. For the quantification of intracellular ROS-concentration, cultured cells were incubated in medium without phenol-red and FCS containing 10 µM 2′,7′-dichlorodihydrofluorescein diacetate (DCFH-DA #4091-99-0, Santa Cruz Biotechnology, Dallas, TX, USA) for 30 min in the dark at 37 °C. Following washing with PBS, scratched cells were taken up in PBS. Flow cytometry analyses were performed using the Miltenyi MACSQuant Analyser with MACSQuant analysis software 2.6 (Miltenyi Biotec, Bergisch Gladbach, Germany).
4.6. Immunofluorescence
For staining of NF-κB p65 (#610868, BD Bioscience, San Jose, CA, USA, 1:100) and pH2A.X Ser139 (#2577, Cell signalling, Cambridge, UK, 1:100), cells were fixed on coverslips with 4% formaldehyde for 10 min and permeabilised at room temperature for 10 min in 0.5% Triton-X100 in PBS. For NRF2 staining (ab62352, Abcam, Cambridge, UK, 1:50), cells were fixed with methanol at −20 °C for 10 min and permeabilised at room-temperature for 10 min in 0.5% Saponin in PBS. Cells were blocked for one hour at room temperature in 1% BSA for NF-κB p65 and in 10% goat serum for NRF2 staining or 0.3 M glycine, and 0.1% Triton-X for pH2A.X Ser139 staining. Secondary antibodies Alexa Fluor 488 Goat Anti-Mouse IgG or Alexa Fluor 488 Goat Anti-Rabbit IgG (1:500, Life Technologies, Carlsbad, CA, USA) were added for 1 h in the dark at room-temperature. Cover slips were counter-stained with 0.5 mg/mL DAPI. Quantification of pH2A.X Ser139 foci was performed using the Focinator software tool [87].
4.7. Western Blot
Total protein was extracted by lysis for 30 min on ice in RIPA buffer pH 7.6 (150 mM NaCL, 1% Nonidet P-40, 0.5% sodium deoxycholate, 1% Triton X-100, 0.1% SDS, 1 mM EDTA, 50 mM Tris pH 7.6, 1% protease inhibitor cocktail (#P8340) and 1% phosphatase inhibitor (#P0044, both Sigma-Aldrich). Determination of protein concentrations and western blot analysis of whole-cell extracts was performed as described previously [88]. Primary antibodies were used against NRF2 (1:1000, ab62352; Abcam, Cambridge, UK), KEAP1 (sc-365626), p62/SQSTM1 (sc-28359), YAP (sc-398182; all 1:1000; Santa Cruz Biotechnology, Heidelberg, Germany), NF-κB p65 (#610868) and IKKα (#556532; both BD Bioscience, San Jose, CA, USA, 1:1000). Secondary antibodies were HRP-conjugated goat-anti-mouse or goat-anti-rabbit antibodies (1:5000, sc-2005 or sc-2004, Santa Cruz Biotechnology, Heidelberg, Germany). Anti-α-Tubulin (1:10000, B-512, Sigma-Aldrich) was used as loading control. Expression levels were visualised by WesternBright Quantum Kit (Biozym, Hessisch Oldendorf, Germany) or Super Signal West Femto (Thermo Fisher Scientific, Waltham, MA, USA) on the Li-COR C-DiGit Blot Scanner using Image Studio Digits 4.0 software (LI-COR Biosciences, Lincoln, NE, USA).
4.8. GSH Assay
Total glutathione was measured enzymatically by the method of Tietze [89,90,91] and normalised to cellular protein measured by the bicinchoninic acid-based method (Pierce, Thermo Fisher Scientific).
4.9. Use of the cBioPortal Data Base
NRF2/NFE2L2 and KEAP1 mutations in 413 bladder urothelial carcinoma samples (TCGA) were analysed using the cBioPortal for Cancer Genomics [46,47].
Acknowledgments
This study was supported by a fellowship of the Duesseldorf School of Oncology (funded by the Comprehensive Cancer Centre Duesseldorf/Deutsche Krebshilfe and the Medical Faculty Heinrich-Heine-University Duesseldorf) to Margaretha A. Skowron and by the Strategischer Forschungsfond (SFF) of the Heinrich-Heine-University. The authors gratefully acknowledge Joep van Roermund, Department of Urology, Maastricht University Medical Centre, The Netherlands, for supporting the project by helpful discussions and Andrea Issberner, Department of Neurology, Medical Faculty, Heinrich-Heine-University Duesseldorf, Germany, for excellent technical assistance. Further, we thank Nicholas Wagner and Ananda Ayyappan Jaguva Vasudevan, both Department of Urology, Medical Faculty, Heinrich-Heine-University Duesseldorf, Germany, for helpful conversations and mutation analyses.
Abbreviations
LTT | Long-term cisplatin treated |
LTTs | Long-term cisplatin treated cell lines |
STT | Short-term cisplatin treated |
UC | Urothelial carcinoma |
UCCs | Urothelial carcinoma cell lines |
SDHA | Succinate dehydrogenase complex |
NRF2/NFEL2L | Nuclear factor (erythroid-derived 2)-like 2 |
KEAP1 | Kelch-like ECH-associated protein 1 |
p62/SQSTM1 | Sequestosome-1 |
ROS | Reactive oxygen species |
GSH | Glutathione |
GSR | Glutathione reductase |
NQO1 | NAD(P)H quinone dehydrogenase 1 |
HMOX1 | Heme oxygenase 1 |
GPX1/2 | Glutathione peroxidase 1/2 |
GST | Glutathione S-transferase |
GCLC | Glutamate–cystein ligase catalytic subunit |
GCLM | Glutamate–cystein ligase modifier subunit |
SLC3A2 | 4F2 cell-surface antigen heavy chain |
SLC7A11 | Cystine/glutamate transporter |
YAP1 | Yes associated protein 1 |
NF-κB | Nuclear factor kappa-light-chain-enhancer of activated B cells |
SCC | Squamous cell carcinoma |
CHUK/IKKα | IκB kinase |
Supplementary Materials
Supplementary materials can be found at www.mdpi.com/1422-0067/18/8/1680/s1.
Author Contributions
Margaretha A. Skowron, Günter Niegisch, Michèle J. Hoffmann, and Wolfgang A. Schulz conceived and designed the study. Margaretha A. Skowron performed most of the experiments and additional experiments were carried out by Philipp Albrecht. Michèle J. Hoffmann, Wolfgang A. Schulz, and Günter Niegisch supervised the project. Margaretha A. Skowron, Wolfgang A. Schulz, and Michèle J. Hoffmann prepared the initial manuscript. Günter Niegisch, Philipp Albrecht, Gommert van Koeveringe, Andrea Romano, and Peter Albers contributed to the manuscript. All authors reviewed and approved the final manuscript.
Conflicts of Interest
The authors declare no conflict of interest. The founding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.
References
- 1.Antoni S., Ferlay J., Soerjomataram I., Znaor A., Jemal A., Bray F. Bladder cancer incidence and mortality: A global overview and recent trends. Eur. Urol. 2017;71:96–108. doi: 10.1016/j.eururo.2016.06.010. [DOI] [PubMed] [Google Scholar]
- 2.Sternberg C.N., Calabro F., Pizzocaro G., Marini L., Schnetzer S., Sella A. Chemotherapy with an every-2-week regimen of gemcitabine and paclitaxel in patients with transitional cell carcinoma who have received prior cisplatin-based therapy. Cancer. 2001;92:2993–2998. doi: 10.1002/1097-0142(20011215)92:12<2993::AID-CNCR10108>3.0.CO;2-2. [DOI] [PubMed] [Google Scholar]
- 3.Ferlay J., Soerjomataram I., Dikshit R., Eser S., Mathers C., Rebelo M., Parkin D.M., Forman D., Bray F. Cancer incidence and mortality worldwide: Sources, methods and major patterns in GLOBOCAN 2012. Int. J. Cancer. 2015;136:E359–E386. doi: 10.1002/ijc.29210. [DOI] [PubMed] [Google Scholar]
- 4.Galsky M.D., Pal S.K., Chowdhury S., Harshman L.C., Crabb S.J., Wong Y.N., Yu E.Y., Powles T., Moshier E.L., Ladoire S., et al. Comparative effectiveness of gemcitabine plus cisplatin versus methotrexate, vinblastine, doxorubicin, plus cisplatin as neoadjuvant therapy for muscle-invasive bladder cancer. Cancer. 2015;121:2586–2593. doi: 10.1002/cncr.29387. [DOI] [PubMed] [Google Scholar]
- 5.De Santis M., Bellmunt J., Mead G., Kerst J.M., Leahy M., Maroto P., Gil T., Marreaud S., Daugaard G., Skoneczna I., et al. Randomized phase II/III trial assessing gemcitabine/carboplatin and methotrexate/carboplatin/vinblastine in patients with advanced urothelial cancer who are unfit for cisplatin-based chemotherapy: EORTC study 30986. J. Clin. Oncol. 2012;30:191–199. doi: 10.1200/JCO.2011.37.3571. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Bellmunt J., von der Maase H., Mead G.M., Skoneczna I., De Santis M., Daugaard G., Boehle A., Chevreau C., Paz-Ares L., Laufman L.R., et al. Randomized phase III study comparing paclitaxel/cisplatin/gemcitabine and gemcitabine/cisplatin in patients with locally advanced or metastatic urothelial cancer without prior systemic therapy: EORTC Intergroup Study 30987. J. Clin. Oncol. 2012;30:1107–1113. doi: 10.1200/JCO.2011.38.6979. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Florea A.M., Büsselberg D. Cisplatin as an anti-tumor drug: Cellular mechanisms of activity, drug resistance and induced side effects. Cancers (Basel) 2011;3:1351–1371. doi: 10.3390/cancers3011351. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Milowsky M.I., Rumble R.B., Booth C.M., Gilligan T., Eapen L.J., Hauke R.J., Boumansour P., Lee C.T. Guideline on muscle-invasive and metastatic bladder cancer (European association of urology guideline): American society of clinical oncology clinical practice guideline endorsement. J. Clin. Oncol. 2016;34:1945–1952. doi: 10.1200/JCO.2015.65.9797. [DOI] [PubMed] [Google Scholar]
- 9.Buttigliero C., Tucci M., Vignani F., Scagliotti G.V., Di Maio M. Molecular biomarkers to predict response to neoadjuvant chemotherapy for bladder cancer. Cancer Treat. Rev. 2017;54:1–9. doi: 10.1016/j.ctrv.2017.01.002. [DOI] [PubMed] [Google Scholar]
- 10.Drayton R.M., Catto J.W.F. Molecular mechanisms of cisplatin resistance in bladder cancer. Expert Rev. Anticancer Ther. 2012;12:271–281. doi: 10.1586/era.11.201. [DOI] [PubMed] [Google Scholar]
- 11.Galluzzi L., Vitale I., Michels J., Brenner C., Szabadkai G., Harel-Bellan A., Castedo M., Kroemer G. Systems biology of cisplatin resistance: Past, present and future. Cell Death Dis. 2014;5 doi: 10.1038/cddis.2013.428. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Mabuchi S., Ohmichi M., Nishio Y., Hayasaka T., Kimura A., Ohta T., Saito M., Kawagoe J., Takahashi K., Yada-Hashimoto N., et al. Inhibition of NFkappaB increases the efficacy of cisplatin in in vitro and in vivo ovarian cancer models. J. Biol. Chem. 2004;279:23477–23485. doi: 10.1074/jbc.M313709200. [DOI] [PubMed] [Google Scholar]
- 13.Ciamporcero E., Shen H., Ramakrishnan S., Yu Ku S., Chintala S., Shen L., Adelaiye R., Miles K.M., Ullio C., Pizzimenti S., et al. YAP activation protects urothelial cell carcinoma from treatment-induced DNA damage. Oncogene. 2016;35:1541–1553. doi: 10.1038/onc.2015.219. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Hayes J.D., Dinkova-Kostova A.T. The Nrf2 regulatory network provides an interface between redox and intermediary metabolism. Trends Biochem. Sci. 2014;39:199–218. doi: 10.1016/j.tibs.2014.02.002. [DOI] [PubMed] [Google Scholar]
- 15.Niture S.K., Khatri R., Jaiswal A.K. Regulation of Nrf2-an update. Free Radic. Biol. Med. 2014;66:36–44. doi: 10.1016/j.freeradbiomed.2013.02.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Wakabayashi N., Slocum S.L., Skoko J.J., Shin S., Kensler T.W. When NRF2 talks, who’s listening? Antioxid. Redox Signal. 2010;13:1649–1663. doi: 10.1089/ars.2010.3216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Hayes J.D., McMahon M. NRF2 and KEAP1 mutations: Permanent activation of an adaptive response in cancer. Trends Biochem. Sci. 2009;34:176–188. doi: 10.1016/j.tibs.2008.12.008. [DOI] [PubMed] [Google Scholar]
- 18.Kobayashi M., Yamamoto M. Nrf2-Keap1 regulation of cellular defense mechanisms against electrophiles and reactive oxygen species. Adv. Enzyme Regul. 2006;46:113–140. doi: 10.1016/j.advenzreg.2006.01.007. [DOI] [PubMed] [Google Scholar]
- 19.Hayden A., Douglas J., Sommerlad M., Andrews L., Gould K., Hussain S., Thomas G.J., Packham G., Crabb S.J. The Nrf2 transcription factor contributes to resistance to cisplatin in bladder cancer. Urol. Oncol. 2014;32:806–814. doi: 10.1016/j.urolonc.2014.02.006. [DOI] [PubMed] [Google Scholar]
- 20.Canning P., Sorrell F.J., Bullock A.N. Structural basis of Keap1 interactions with Nrf2. Free Radic. Biol. Med. 2015;88:101–107. doi: 10.1016/j.freeradbiomed.2015.05.034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Geismann C., Arlt A., Sebens S., Schafer H. Cytoprotection “gone astray”: Nrf2 and its role in cancer. Onco. Targets Ther. 2014;7:1497–1518. doi: 10.2147/OTT.S36624. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Jaramillo M.C., Zhang D.D. The emerging role of the Nrf2-Keap1 signaling pathway in cancer. Genes Dev. 2013;27:2179–2191. doi: 10.1101/gad.225680.113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Na H.K., Surh Y.J. Oncogenic potential of Nrf2 and its principal target protein heme oxygenase-1. Free Radic. Biol. Med. 2014;67:353–365. doi: 10.1016/j.freeradbiomed.2013.10.819. [DOI] [PubMed] [Google Scholar]
- 24.Baird L., Dinkova-Kostova A.T. The cytoprotective role of the Keap1-Nrf2 pathway. Arch. Toxicol. 2011;85:241–272. doi: 10.1007/s00204-011-0674-5. [DOI] [PubMed] [Google Scholar]
- 25.Zoja C., Benigni A., Remuzzi G. The Nrf2 pathway in the progression of renal disease. Nephrol. Dial. Transplant. 2014;29:i19–i24. doi: 10.1093/ndt/gft224. [DOI] [PubMed] [Google Scholar]
- 26.Taniguchi K., Yamachika S., He F., Karin M. p62/SQSTM1-Dr. Jekyll and Mr. Hyde that prevents oxidative stress but promotes liver cancer. FEBS Lett. 2016;590:2375–2397. doi: 10.1002/1873-3468.12301. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Homma S., Ishii Y., Morishima Y., Yamadori T., Matsuno Y., Haraguchi N., Kikuchi N., Satoh H., Sakamoto T., Hizawa N., et al. Nrf2 enhances cell proliferation and resistance to anticancer drugs in human lung cancer. Clin. Cancer Res. 2009;15:3423–3432. doi: 10.1158/1078-0432.CCR-08-2822. [DOI] [PubMed] [Google Scholar]
- 28.Nezis I.P., Stenmark H. p62 at the interface of autophagy, oxidative stress signaling, and cancer. Antioxid. Redox Signal. 2012;17:786–793. doi: 10.1089/ars.2011.4394. [DOI] [PubMed] [Google Scholar]
- 29.Praslicka B.J., Kerins M.J., Ooi A. The complex role of NRF2 in cancer: A genomic view. Curr. Opin. Toxicol. 2016;1:37–45. doi: 10.1016/j.cotox.2016.09.003. [DOI] [Google Scholar]
- 30.Oshimori N., Oristian D., Fuchs E. TGF-β promotes heterogeneity and drug resistance in squamous cell carcinoma. Cell. 2015;160 doi: 10.1016/j.cell.2015.01.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Chen H.H., Kuo M.T. Role of glutathione in the regulation of Cisplatin resistance in cancer chemotherapy. Met. Based Drugs. 2010;2010 doi: 10.1155/2010/430939. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Menegon S., Columbano A., Giordano S. The dual roles of NRF2 in cancer. Trends Mol. Med. 2016;22:578–593. doi: 10.1016/j.molmed.2016.05.002. [DOI] [PubMed] [Google Scholar]
- 33.Gorrini C., Harris I.S., Mak T.W. Modulation of oxidative stress as an anticancer strategy. Nat. Rev. Drug Discov. 2013;12:931–947. doi: 10.1038/nrd4002. [DOI] [PubMed] [Google Scholar]
- 34.Peklak-Scott C., Smitherman P.K., Townsend A.J., Morrow C.S. Role of glutathione S-transferase P1–1 in the cellular detoxification of cisplatin. Mol. Cancer Ther. 2008;7:3247–3255. doi: 10.1158/1535-7163.MCT-08-0250. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Rocha C.R., Garcia C.C., Vieira D.B., Quinet A., de Andrade-Lima L.C., Munford V., Belizario J.E., Menck C.F. Glutathione depletion sensitizes cisplatin- and temozolomide-resistant glioma cells in vitro and in vivo. Cell Death Dis. 2014;5:e1505. doi: 10.1038/cddis.2014.465. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Kumar H., Koppula S., Kim I.S., More S.V., Kim B.W., Choi D.K. Nuclear factor erythroid 2-related factor 2 signaling in Parkinson disease: A promising multi therapeutic target against oxidative stress, neuroinflammation and cell death. CNS Neurol. Disord. Drug Targets. 2012;11:1015–1029. doi: 10.2174/1871527311211080012. [DOI] [PubMed] [Google Scholar]
- 37.Huang Y., Sadee W. Membrane transporters and channels in chemoresistance and -sensitivity of tumor cells. Cancer Lett. 2006;239:168–182. doi: 10.1016/j.canlet.2005.07.032. [DOI] [PubMed] [Google Scholar]
- 38.Huang Y., Dai Z., Barbacioru C., Sadee W. Cystine-glutamate transporter SLC7A11 in cancer chemosensitivity and chemoresistance. Cancer Res. 2005;65:7446–7454. doi: 10.1158/0008-5472.CAN-04-4267. [DOI] [PubMed] [Google Scholar]
- 39.Choi B., Kwak M. Shadows of NRF2 in cancer: Resistance to chemotherapy. Curr. Opin. Toxicol. 2016;1:20–28. doi: 10.1016/j.cotox.2016.08.003. [DOI] [Google Scholar]
- 40.Byun S.S., Kim S.W., Choi H., Lee C., Lee E. Augmentation of cisplatin sensitivity in cisplatin-resistant human bladder cancer cells by modulating glutathione concentrations and glutathione-related enzyme activities. BJU Int. 2005;95:1086–1090. doi: 10.1111/j.1464-410X.2005.05472.x. [DOI] [PubMed] [Google Scholar]
- 41.Savic-Radojevic A., Mimic-Oka J., Pljesa-Ercegovac M., Opacic M., Dragicevic D., Kravic T., Djokic M., Micic S., Simic T. Glutathione S-transferase-P1 expression correlates with increased antioxidant capacity in transitional cell carcinoma of the urinary bladder. Eur. Urol. 2007;52:470–477. doi: 10.1016/j.eururo.2007.01.046. [DOI] [PubMed] [Google Scholar]
- 42.Dadhania V., Zhang M., Zhang L., Bondaruk J., Majewski T., Siefker-Radtke A., Guo C.C., Dinney C., Cogdell D.E., Zhang S., et al. Meta-analysis of the luminal and basal subtypes of bladder cancer and the identification of signature immunohistochemical markers for clinical use. EBioMedicine. 2016;12:105–117. doi: 10.1016/j.ebiom.2016.08.036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Cancer Genome Atlas Research Network Comprehensive molecular characterization of urothelial bladder carcinoma. Nature. 2014;507:315–322. doi: 10.1038/nature12965. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Skowron M.A., Niegisch G., Fritz G., Arent T., van Roermund J.G., Romano A., Albers P., Schulz W.A., Hoffmann M.J. Phenotype plasticity rather than repopulation from CD90/CK14+ cancer stem cells leads to cisplatin resistance of urothelial carcinoma cell lines. J. Exp. Clin. Cancer Res. 2015;34:144. doi: 10.1186/s13046-015-0259-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Hohn A., Kruger K., Skowron M.A., Bormann S., Schumacher L., Schulz W.A., Hoffmann M.J., Niegisch G., Fritz G. Distinct mechanisms contribute to acquired cisplatin resistance of urothelial carcinoma cells. Oncotarget. 2016;7:41320–41335. doi: 10.18632/oncotarget.9321. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Cerami E., Gao J., Dogrusoz U., Gross B.E., Sumer S.O., Aksoy B.A., Jacobsen A., Byrne C.J., Heuer M.L., Larsson E., et al. The cBio cancer genomics portal: An open platform for exploring multidimensional cancer genomics data. Cancer Discov. 2012;2:401–404. doi: 10.1158/2159-8290.CD-12-0095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Gao J., Aksoy B.A., Dogrusoz U., Dresdner G., Gross B., Sumer S.O., Sun Y., Jacobsen A., Sinha R., Larsson E., et al. Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal. Sci. Signal. 2013;6:pl1. doi: 10.1126/scisignal.2004088. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Goldstein L.D., Lee J., Gnad F., Klijn C., Schaub A., Reeder J., Daemen A., Bakalarski C.E., Holcomb T., Shames D.S., et al. Recurrent loss of NFE2L2 exon 2 is a mechanism for Nrf2 pathway activation in human cancers. Cell Rep. 2016;16:2605–2617. doi: 10.1016/j.celrep.2016.08.010. [DOI] [PubMed] [Google Scholar]
- 49.Yoo N.J., Kim H.R., Kim Y.R., An C.H., Lee S.H. Somatic mutations of the KEAP1 gene in common solid cancers. Histopathology. 2012;60:943–952. doi: 10.1111/j.1365-2559.2012.04178.x. [DOI] [PubMed] [Google Scholar]
- 50.Tian Y., Wu K., Liu Q., Han N., Zhang L., Chu Q., Chen Y. Modification of platinum sensitivity by KEAP1/NRF2 signals in non-small cell lung cancer. J. Hematol. Oncol. 2016;9:83. doi: 10.1186/s13045-016-0311-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Siegsmund M.J., Marx C., Seemann O., Schummer B., Steidler A., Toktomambetova L., Kohrmann K.U., Rassweiler J., Alken P. Cisplatin-resistant bladder carcinoma cells: Enhanced expression of metallothioneins. Urol. Res. 1999;27:157–163. doi: 10.1007/s002400050103. [DOI] [PubMed] [Google Scholar]
- 52.Zou L., Wang M., Shen Y., Liao J., Li A., Wang M. PKIS: Computational identification of protein kinases for experimentally discovered protein phosphorylation sites. BMC Bioinform. 2013;14:247. doi: 10.1186/1471-2105-14-247. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Adamson R., Krojer T., Bartual S.G., Burgess-Brown N.A., Borkowska O., Chalk R., Newman J.A., Kopec J., Dixon-Clarke S.E., Mathea S., et al. Crystal structure of human CUL3 N-terminal domain bound to KEAP1 BTB and 3-box. 2017. [DOI]
- 54.Berman H.M., Westbrook J., Feng Z., Gilliland G., Bhat T.N., Weissig H., Shindyalov I.N., Bourne P.E. The protein data bank. Nucleic. Acids Res. 2000;28:235–242. doi: 10.1093/nar/28.1.235. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Wang X.J., Sun Z., Villeneuve N.F., Zhang S., Zhao F., Li Y., Chen W., Yi X., Zheng W., Wondrak G.T., et al. Nrf2 enhances resistance of cancer cells to chemotherapeutic drugs, the dark side of Nrf2. Carcinogenesis. 2008;29:1235–1243. doi: 10.1093/carcin/bgn095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Yu H., Su J., Xu Y., Kang J., Li H., Zhang L., Yi H., Xiang X., Liu F., Sun L. p62/SQSTM1 involved in cisplatin resistance in human ovarian cancer cells by clearing ubiquitinated proteins. Eur. J. Cancer. 2011;47:1585–1594. doi: 10.1016/j.ejca.2011.01.019. [DOI] [PubMed] [Google Scholar]
- 57.Xia M., Yu H., Gu S., Xu Y., Su J., Li H., Kang J., Cui M. p62/SQSTM1 is involved in cisplatin resistance in human ovarian cancer cells via the Keap1-Nrf2-ARE system. Int. J. Oncol. 2014;45:2341–2348. doi: 10.3892/ijo.2014.2669. [DOI] [PubMed] [Google Scholar]
- 58.Zavattari P., Perra A., Menegon S., Kowalik M.A., Petrelli A., Angioni M.M., Follenzi A., Quagliata L., Ledda-Columbano G.M., Terracciano L., et al. Nrf2, but not beta-catenin, mutation represents an early event in rat hepatocarcinogenesis. Hepatology. 2015;62:851–862. doi: 10.1002/hep.27790. [DOI] [PubMed] [Google Scholar]
- 59.Nault J.C., Rebouissou S., Zucman Rossi J. NRF2/KEAP1 and Wnt/β-catenin in the multistep process of liver carcinogenesis in humans and rats. Hepatology. 2015;62:677–679. doi: 10.1002/hep.27828. [DOI] [PubMed] [Google Scholar]
- 60.Chauhan N., Chaunsali L., Deshmukh P., Padmanabhan B. Analysis of dimerization of BTB-IVR domains of Keap1 and its interaction with Cul3, by molecular modeling. Bioinformation. 2013;9:450–455. doi: 10.6026/97320630009450. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Yang C., Tan Y.X., Yang G.Z., Zhang J., Pan Y.F., Liu C., Fu J., Chen Y., Ding Z.W., Dong L.W., et al. Gankyrin has an antioxidative role through the feedback regulation of Nrf2 in hepatocellular carcinoma. J. Exp. Med. 2016;213:859–875. doi: 10.1084/jem.20151208. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Wang C., Cheng L. Gankyrin as a potential therapeutic target for cancer. Investig. New Drugs. 2017:1–7. doi: 10.1007/s10637-017-0474-8. [DOI] [PubMed] [Google Scholar]
- 63.Chen W., Sun Z., Wang X.J., Jiang T., Huang Z., Fang D., Zhang D.D. Direct interaction between Nrf2 and p21(Cip1/WAF1) upregulates the Nrf2-mediated antioxidant response. Mol. Cell. 2009;34:663–673. doi: 10.1016/j.molcel.2009.04.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Villeneuve N.F., Sun Z., Chen W., Zhang D.D. Nrf2 and p21 regulate the fine balance between life and death by controlling ROS levels. Cell Cycle. 2009;8:3255–3256. doi: 10.4161/cc.8.20.9565. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Toledano M.B. The guardian recruits cops: The p53-p21 axis delegates prosurvival duties to the Keap1-Nrf2 stress pathway. Mol. Cell. 2009;34:637–639. doi: 10.1016/j.molcel.2009.06.005. [DOI] [PubMed] [Google Scholar]
- 66.Paulsen C.E., Carroll K.S. Orchestrating redox signaling networks through regulatory cysteine switches. ACS Chem. Biol. 2010;5:47–62. doi: 10.1021/cb900258z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Jeddi F., Soozangar N., Sadeghi M.R., Somi M.H., Samadi N. Contradictory roles of Nrf2/Keap1 signaling pathway in cancer prevention/promotion and chemoresistance. DNA Repair (Amst) 2017;54:13–21. doi: 10.1016/j.dnarep.2017.03.008. [DOI] [PubMed] [Google Scholar]
- 68.Mohell N., Alfredsson J., Fransson A., Uustalu M., Bystrom S., Gullbo J., Hallberg A., Bykov V.J., Bjorklund U., Wiman K.G. APR-246 overcomes resistance to cisplatin and doxorubicin in ovarian cancer cells. Cell Death Dis. 2015;6:e1794. doi: 10.1038/cddis.2015.143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Jamali B., Nakhjavani M., Hosseinzadeh L., Amidi S., Nikounezhad N., Shirazi F.H. Intracellular GSH alterations and its relationship to level of resistance following exposure to cisplatin in cancer cells. Iran. J. Pharm. Res. 2015;14:513–519. [PMC free article] [PubMed] [Google Scholar]
- 70.Cho J.M., Manandhar S., Lee H.R., Park H.M., Kwak M.K. Role of the Nrf2-antioxidant system in cytotoxicity mediated by anticancer cisplatin: Implication to cancer cell resistance. Cancer Lett. 2008;260:96–108. doi: 10.1016/j.canlet.2007.10.022. [DOI] [PubMed] [Google Scholar]
- 71.Drayton R.M., Dudziec E., Peter S., Bertz S., Hartmann A., Bryant H.E., Catto J.W. Reduced expression of miRNA-27a modulates cisplatin resistance in bladder cancer by targeting the cystine/glutamate exchanger SLC7A11. Clin. Cancer Res. 2014;20:1990–2000. doi: 10.1158/1078-0432.CCR-13-2805. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Wardyn J.D., Ponsford A.H., Sanderson C.M. Dissecting molecular cross-talk between Nrf2 and NF-κB response pathways. Biochem. Soc. Trans. 2015;43:621–626. doi: 10.1042/BST20150014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Chowdhry S., Zhang Y., McMahon M., Sutherland C., Cuadrado A., Hayes J.D. Nrf2 is controlled by two distinct β-TrCP recognition motifs in its Neh6 domain, one of which can be modulated by GSK-3 activity. Oncogene. 2013;32:3765–3781. doi: 10.1038/onc.2012.388. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Brigelius-Flohe R., Kipp A.P. Selenium in the redox regulation of the Nrf2 and the Wnt pathway. Methods Enzymol. 2013;527:65–86. doi: 10.1016/B978-0-12-405882-8.00004-0. [DOI] [PubMed] [Google Scholar]
- 75.Bryan H.K., Olayanju A., Goldring C.E., Park B.K. The Nrf2 cell defence pathway: Keap1-dependent and -independent mechanisms of regulation. Biochem. Pharmacol. 2013;85:705–717. doi: 10.1016/j.bcp.2012.11.016. [DOI] [PubMed] [Google Scholar]
- 76.Samatiwat P., Prawan A., Senggunprai L., Kukongviriyapan U., Kukongviriyapan V. Nrf2 inhibition sensitizes cholangiocarcinoma cells to cytotoxic and antiproliferative activities of chemotherapeutic agents. Tumour. Biol. 2016;37:11495–11507. doi: 10.1007/s13277-016-5015-0. [DOI] [PubMed] [Google Scholar]
- 77.Nguyen T., Nioi P., Pickett C.B. The Nrf2-antioxidant response element signaling pathway and its activation by oxidative stress. J. Biol. Chem. 2009;284:13291–13295. doi: 10.1074/jbc.R900010200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Hayes J.D., Chowdhry S., Dinkova-Kostova A.T., Sutherland C. Dual regulation of transcription factor Nrf2 by Keap1 and by the combined actions of beta-TrCP and GSK-3. Biochem. Soc. Trans. 2015;43:611–620. doi: 10.1042/BST20150011. [DOI] [PubMed] [Google Scholar]
- 79.Xiao H., Lü F., Stewart D., Zhang Y. Mechanisms underlying chemopreventive effects of flavonoids via multiple signaling nodes within Nrf2-ARE and AhR-XRE gene regulatory networks. Curr. Chem. Biol. 2013;7:151–176. doi: 10.2174/2212796811307020008. [DOI] [Google Scholar]
- 80.Hayes J.D., Dinkova-Kostova A.T., McMahon M. Cross-talk between transcription factors AhR and Nrf2: lessons for cancer chemoprevention from dioxin. Toxicol. Sci. 2009;111:199–201. doi: 10.1093/toxsci/kfp168. [DOI] [PubMed] [Google Scholar]
- 81.Nioi P., Hayes J.D. Contribution of NAD(P)H: Quinone oxidoreductase 1 to protection against carcinogenesis, and regulation of its gene by the Nrf2 basic-region leucine zipper and the arylhydrocarbon receptor basic helix-loop-helix transcription factors. Mutat. Res. 2004;555:149–171. doi: 10.1016/j.mrfmmm.2004.05.023. [DOI] [PubMed] [Google Scholar]
- 82.Chen Z.J. Ubiquitin signalling in the NF-κB pathway. Nat. Cell Biol. 2005;7:758–765. doi: 10.1038/ncb0805-758. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Zhang J., Yang Z., Dong J. P62: An emerging oncotarget for osteolytic metastasis. J. Bone Oncol. 2016;5:30–37. doi: 10.1016/j.jbo.2016.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Camp N.D., James R.G., Dawson D.W., Yan F., Davison J.M., Houck S.A., Tang X., Zheng N., Major M.B., Moon R.T. Wilms tumor gene on X chromosome (WTX) inhibits degradation of NRF2 protein through competitive binding to KEAP1 protein. J. Biol. Chem. 2012;287:6539–6550. doi: 10.1074/jbc.M111.316471. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Wang X.J., Hayes J.D., Wolf C.R. Generation of a stable antioxidant response element-driven reporter gene cell line and its use to show redox-dependent activation of nrf2 by cancer chemotherapeutic agents. Cancer Res. 2006;66:10983–10994. doi: 10.1158/0008-5472.CAN-06-2298. [DOI] [PubMed] [Google Scholar]
- 86.Nicoletti I., Migliorati G., Pagliacci M.C., Grignani F., Riccardi C. A rapid and simple method for measuring thymocyte apoptosis by propidium iodide staining and flow cytometry. J. Immunol. Methods. 1991;139:271–279. doi: 10.1016/0022-1759(91)90198-O. [DOI] [PubMed] [Google Scholar]
- 87.Oeck S., Malewicz N.M., Hurst S., Rudner J., Jendrossek V. The Focinator—A new open-source tool for high-throughput foci evaluation of DNA damage. Radiat. Oncol. 2015;10:163. doi: 10.1186/s13014-015-0453-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Pinkerneil M., Hoffmann M.J., Deenen R., Kohrer K., Arent T., Schulz W.A., Niegisch G. Inhibition of class I histone deacetylases 1 and 2 promotes urothelial carcinoma cell death by various mechanisms. Mol. Cancer Ther. 2016;15:299–312. doi: 10.1158/1535-7163.MCT-15-0618. [DOI] [PubMed] [Google Scholar]
- 89.Albrecht P., Bouchachia I., Goebels N., Henke N., Hofstetter H.H., Issberner A., Kovacs Z., Lewerenz J., Lisak D., Maher P., et al. Effects of dimethyl fumarate on neuroprotection and immunomodulation. J. Neuroinflammation. 2012;9:163. doi: 10.1186/1742-2094-9-163. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Tietze F. Enzymic method for quantitative determination of nanogram amounts of total and oxidized glutathione: Applications to mammalian blood and other tissues. Anal. Biochem. 1969;27:502–522. doi: 10.1016/0003-2697(69)90064-5. [DOI] [PubMed] [Google Scholar]
- 91.Maher P., Hanneken A. The molecular basis of oxidative stress-induced cell death in an immortalized retinal ganglion cell line. Investig. Ophthalmol. Vis. Sci. 2005;46:749–757. doi: 10.1167/iovs.04-0883. [DOI] [PubMed] [Google Scholar]
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