Abstract
Recent data suggest that glioblastomas (GBM) activate the c-MET signaling pathway and display increased levels in anti-apoptotic Bcl-2 family members. Therefore, targeting these two deregulated pathways for therapy might yield synergistic treatment responses. We applied extracellular flux analysis to assess tumor metabolism. We found that combined treatment with ABT263 and Crizotinib synergistically reduces the proliferation of glioblastoma cells, which was dependent on dual inhibition of Bcl-2 and Bcl-xL. The combination treatment led to enhanced apoptosis with loss of mitochondrial membrane potential and activation of caspases. On the molecular level, c-MET-inhibition results in significant energy deprivation with a reduction in oxidative phosphorylation, respiratory capacity and a suppression of intracellular energy production (ATP). In turn, loss of energy levels suppresses protein synthesis, causing a decline in anti-apoptotic Mcl-1 levels. Silencing of Mcl-1 enhanced ABT263 and MET-inhibitor mediated apoptosis, but marginally the combination treatment, indicating that Mcl-1 is the central factor for the induction of cell death induced by the combination treatment. Finally, combined treatment with BH3-mimetics and c-MET inhibitors results in significantly smaller tumors than each treatment alone in a PDX model system of glioblastoma. These results suggest that c-MET inhibition causes a selective vulnerability of GBM cells to Bcl-2/Bcl-xL inhibition.
Introduction
Malignant glial brain tumors remain to be incurable. Out of this group, the most common primary malignant brain tumor is glioblastoma1. Although there have been recent advances in the molecular diagnosis and characterization of these tumors, they still remain therapeutically resistant. In part, this can be linked to heterogeneity, which is exemplified by the simultaneous activation of multiple different pathways that are often times related to kinase signaling.
Concerning kinase pathways, it is well accepted that several of those pathways are activated in GBMs. Most notably, there are alterations in the PI3K signaling pathway caused by common alterations/mutations in the receptor kinase protein, EGFR, or the phosphatase, PTEN. Being not as well recognized as the key PI3K signaling molecules, the c-MET kinase receptor along with its ligand HGF have shown significance in glioblastoma2,3. For instance, c-MET appears to be important for the growth and maintenance of stem-like GBM cells, a population of tumor cells within glial brain tumors that is responsible for therapeutic resistance and progression2,3.
The anti-apoptotic Bcl-2 family members are a cornerstone in cell death regulation in glioblastoma cells. They can be inhibited by selective compounds, called BH3-mimetics that elicit on-target efficacy in the nanomolar range. Being an elegant and modern approach to tackle tumor cells, BH3-mimetics have been part of several preclinical and clinical drug combination therapies4. Our group has recently shown that IDH1 mutated gliomas might be particularly vulnerable to BH3-mimetics, an approach that offers a patient-tailored solution for the treatment of brain tumors.
Tumor cell metabolism is regulated by kinases and oncogenes which tumor cells are addicted to. The classical hallmark is the phenomenon discovered by a german biochemist, Otto Warburg, who found that despite the abundant presence of oxygen tumor cells are more inclined to metabolize glucose via glycolysis to lactate. While at the first glance this appears to be uneconomically it permits tumor cells to entertain anabolic biosynthesis, e.g. serine biosynthesis for one carbon metabolism, nucleotides and so forth. Thus, targeting kinase signaling will interfere with energy production in cancer cells and inevitably exacerbate metabolic vulnerabilities that are therapeutically targetable.
In this report, we provide evidence that targeting c-MET renders GBM cells vulnerable to dual Bcl-2/Bcl-xL inhibition mediated intrinsic apoptosis.
Results
Inhibition of c-MET synergizes with Bcl-2/Bcl-xL antagonism
First, we validated that Crizotinib acts on-target by confirming in whole cell protein lysates of NCH644 GBM stem-like cells and U87 cells that Crizotinib elicits a reduction in phosphorylation of c-MET (Supplementary Figure 1C), confirming that this compound is active in our model systems. Next, we tested the effects of Crizotinib on cellular viability and subsequently determined IC50 values in LN229, U87 and NCH644 cells. All IC50 values were found to be in the low micro molar range (Fig. 1A). To test the hypothesis that c-MET inhibition and Bcl-2/Bcl-xL inhibition acts synergistically on the reduction of cellular proliferation in model systems of glioblastoma, NCH644, GBM stem-like cells and U87 and LN229 cells were treated with a range of concentrations of the c-MET inhibitor, Crizotinib, the Bcl-2/Bcl-xL inhibitor, ABT263 or the combination of the two reagents. We found that in all model systems tested, Crizotinib and ABT263 reduced the proliferation of GBM cells in a synergistic manner, revealing CI values of less than 1.0 (Fig. 1B–D). To better appreciate the impact of ABT263 on Crizotinib mediated efficacy, we tested dose escalation of the c-MET inhibitor in the presence or absence of ABT263. As anticipated, we found a reduction in the IC50 values of Crizotinib in the presence of ABT263 in all model systems tested (Supplementary Figure 1A,B).
Given the presence of several anti-apoptotic Bcl-2 family members that can have an impact on cell death signaling, such as Bcl-2, Bcl-xL and Mcl-1, and the fact that for these proteins selective BH3-mimetics (inhibitors) are available, we assessed the impact of each individual Bcl-2 family member on the effect of Crizotinib mediated reduction of cellular viability (Fig. 1B and supplementary Figure 2). To this purpose, NCH644, U87 and T98G GBM cells were treated with selective BH3-mimetics, A1210477 (Mcl-1 inhibitor), WEHI-539 (Bcl-xL inhibitor), ABT199 (Bcl-2 inhibitor) in the presence or absence of Crizotinib. Our findings highlight that Crizotinib mediated reduction in cellular viability was most pronounced when both Bcl-2 and Bcl-xL were inhibited (ABT263).
To gain a better understanding of the cell death mechanisms involved in the combination treatment of ABT263/Crizotinib, we conducted Annexin V/propidium iodide staining, followed by multi-parametric flow cytometry. While vehicle or single treatments displayed little impact on apoptosis induction, the combination treatment resulted in a significant increase in Annexin V positive cells, suggesting that the synergistic effect of the combination treatment is largely mediated by enhanced activation of apoptosis (Fig. 2B–D and Supplementary Figure 2). Supporting the findings above, cells treated with the combination treatment of ABT263 and Crizotinib showed a more significant decrease in loss of mitochondrial membrane potential as assessed by TMRE staining (Fig. 2A,C–E). Apoptosis is often accompanied by caspase activation. Therefore, we assessed our various treatments (ABT263, Crizotinib and the combination) for caspase cleavage by conventional western blotting. The results indicate that the combination treatment led to an enhanced cleavage of caspases and PARP (Fig. 2F). These results are in keeping with the findings observed in the Annexin V assay and TMRE staining.
Interference with c-MET signaling impacts Mcl-1 protein levels and the Noxa-Mcl-1 ratio
Next, we asked the question by which underlying molecular mechanism the proposed combination treatment of ABT263 and Crizotinib elicits its enhanced pro-apoptotic effects. To this purpose, we assessed the protein levels of Mcl-1, Bcl-2, Bcl-xL and Noxa after different treatment conditions in U87, LN229 and NCH644 stem-like GBM cells. To account for the impact of c-MET inhibition on these Bcl-2 family proteins, U87, LN229 and NCH644 cells were treated with dose escalations of c-MET inhibitor, Crizotinib, for 24 h. Thereafter, whole cell protein lysates were collected and analyzed by capillary electrophoresis (Fig. 3A). Most relevantly to the observed synergism between c-MET and Bcl-2/Bcl-xL inhibition, we appreciated a dose-dependent down-regulation of the anti-apoptotic Mcl-1 protein (Fig. 3A). Consistently, the literature indicates a pivotal role for Mcl-1 as a mediator of resistance for Bcl-2/Bcl-xL inhibition mediated cell death (see discussion for more details and references). Despite the changes in Mcl-1 protein levels upon treatment with Crizotinib, we found a dose-dependent decrease in anti-apopotic Bcl-2 and Bcl-xL as well, further lowering the threshold for intrinsic apoptosis induction (Fig. 3A).
We determined the impact of the combination treatment of Crizotinib and ABT263 on the levels of the Bcl-2 family proteins since ABT263 has been shown to regulate the expression levels of the Bcl-2 family members. While ABT263 usually does not affect Bcl-2 and Bcl-xL, Mcl-1 levels have been reported to be altered by ABT737 and ABT263, respectively (see discussion for references and more details). In agreement with earlier findings, ABT263 elicits an increase in the levels of Mcl-1, which in turn dampens its efficacy on apoptosis induction (Fig. 3B). Counteracting this anti-apoptotic response, inhibition of c-MET by Crizotinib attenuates Mcl-1 mediated increase by ABT263 and further enhances up-regulation of pro-apoptotic Noxa (Fig. 3B), known to intrinsically inhibit Mcl-1 function by promoting the dissociation of BAK from Mcl-15–11. The combination treatment led to a transitory increase of Bcl-2/Bcl-xL, which in turn can be antagonized by ABT263 to further drive intrinsic apoptosis induction.
Mcl-1 and Noxa are functionally implicated in the combination treatment of ABT263 and Crizotinib
Given the regulation of Mcl-1 protein by c-MET inhibition, we determined the role of Mcl-1 in the various treatments. To this purpose, we utilized two Mcl-1 specific siRNAs and transfected U87 and LN229 GBM cells (Fig. 3C,E). Knockdown efficiency was confirmed by capillary electrophoresis accordingly (Fig. 3E). After transfection, LN229 and U87 GBM cells were treated with vehicle, ABT263, Crizotinib or the combination of both. In agreement with earlier findings from others and our own group, we found that knockdown of Mcl-1 drastically sensitizes for Bcl-2/Bcl-xL mediated cell death (Fig. 3C). To account for the role of Mcl-1 in the combination treatment, we compared the amount of apoptosis induction of cells treated with ABT263 and the combination treatment of ABT263 and Crizotinib in the context of silenced Mcl-1 protein levels (Fig. 3C). Our results suggest that silencing of Mcl-1 does not substantially further enhance DNA-fragmentation in GBM cells that were exposed to ABT263/Crizotinib, suggesting that the effect of the combination treatment might be predominantly mediated by its effect on Mcl-1 and its associated intrinsic antagonist, Noxa (Fig. 3C–D). Further, we evaluated the effect of Mcl-1 silencing on Crizotinib mediated DNA-fragmentation and found that knockdown of Mcl-1 enhances Crizotinib mediated apoptosis (Fig. 3C).
As outlined earlier, Mcl-1 is regulated by an intrinsic pro-apoptotic Bcl-2 family member, Noxa. High levels of Noxa favor sensitivity to Bcl-2/Bcl-xL/Bcl-w targeting BH3-mimetics8. Given our observation that especially the combination treatment drives up regulation of Noxa8,11, it was tempting to determine the impact of Noxa on ABT263/Crizotinib mediated cell death. To this end, we silenced the expression of Noxa by using two Noxa specific oligonucleotides in U87 and LN229 GBM cells. Capillary protein electrophoresis confirmed the efficacy of the two Noxa related siRNAs (Fig. 3E). As anticipated, siRNA mediated silencing of Noxa attenuates apoptosis induction by ABT263/Crizotinib in U87 and LN229 GBM cells, establishing a key role of Noxa in this drug combination therapy (Fig. 3D). To address the role of BAK in ABT263/Crizotinib mediated apoptosis, we silenced the expression of BAK by using two different siRNAs. Knockdown efficiency was confirmed by capillary electrophoresis in LN229 and U87 GBM cells (Fig. 3E). We found that BAK knockdown was marginally protective after the combination treatment (Fig. 3D).
Dual suppression of c-Met signaling and Bcl-2/Bcl-xL impairs tumor cell metabolism with a decline in energy levels
To provide an explanation for the above-observed molecular changes on Bcl-2 family proteins, we hypothesized that these changes might be in part mediated by alterations in tumor cell metabolism upon treatment with the compounds. To this end, we performed extracellular flux analysis in conjunction with a mitochondrial stress test (Fig. 4A). This assay evaluates the baseline mitochondrial oxygen consumption rate, followed by acute administration of a series of OXPHOS modulating compounds. While ABT263 had little impact on mitochondrial oxygen consumption rate, this effect was more pronounced in GBM cells treated with Crizotinib, indicating that c-MET inhibition likely has a direct impact on cellular respiration in human GBM cells (Fig. 4A). Akin to the basal oxygen consumption rate, OXPHOS driven ATP production as well as the maximal respiration rate was reduced in Crizotinib treated GBM cells (Fig. 4B). Despite the suppression of oxygen consumption rate, we did not detect a compensatory increase in extracellular acidification rate (an indicator of glycolytic activity), a phenomenon that is often observed with compounds which suppress OXPHOS (Fig. 4A). To appreciate the impact of ABT263 on the Crizotinib mediated regulation of tumor cell metabolism, we evaluated the combination treatment of ABT263 and Crizotinib in the context of extracellular flux analysis. In keeping with the expectation, the combination treatment synergistically reduced OXPHOS related parameters, explaining in part the effect of the combination treatment on cellular viability (Fig. 4A,B). Regarding extracellular acidification rate (ECAR), we detected a significant decrease in glycolysis upon treatment with ABT263 combined with Crizotinib at baseline and a further pronounced decrease upon stimulation with oligomycin (an inhibitor of complex V of the respiratory chain, which in turn stimulates glycolysis) (Fig. 4A).
To determine the overall impact of metabolism on energy delivering nucleotides, we assessed the levels of ATP in vehicle, ABT263, Crizotinib and ABT263 + Crizotinib treated GBM cells (Fig. 4C). Consistent with the findings from the extracellular flux analysis, the combination treatment reduced ATP levels most significantly (Fig. 4C). In keeping with the total levels of ATP are our findings related to the phosphorylation status of AMPK (threonine 172). While ABT263 treated cells revealed only a settle increase in phosphorylated AMPK, the combination treatment showed a more significant increase, suggesting a state of energy deprivation (Fig. 4D).
Energy decline leads to suppression of protein synthesis and an activation of endoplasmic reticulum (ER)-stress signaling
It is well accepted that depletion of energy leads to a suppression of protein synthesis12, thus affecting the levels of proteins that have a short half-life, such as Mcl-1. To test the hypothesis that single and combination treatments affect global protein synthesis, we utilized the SUNSET assay13, allowing determining protein synthesis in a non-radioactive manner. In alignment with the extracellular flux analysis as well as with overall ATP levels, we found that Crizotinib and the combination treatment of ABT263 and Crizotinib suppressed protein synthesis in LN229 and U87 GBM cells (Fig. 5A).
Since energy depletion may lead to endoplasmic reticulum stress induction, we evaluated the protein levels of markers indicative of ER-stress. We found that the combination treatment elevated protein levels of GRP78, ATF4 and ATF3, which are classical markers of ER-stress induction (Supplementary Figure 4).
To have a better understanding in the regulatory requirements of Noxa and Mcl-1, we determined their mRNA levels as well as the protein stability for Noxa after treatment with ABT263, Crizotinib or the combination of both. While in LN229 we found an increase in Mcl-1 mRNA levels, we observed a slight decrease in U87 and NCH644 cells (Fig. 5B,C). With the exception of NCH644, the combination treatment led to an elevation of Mcl-1 mRNA levels, in keeping with an induction of a stress-response. Concerning Noxa mRNA levels, we detected a slight increase in LN229 and a more pronounced induction in U87 cells, but a decrease in NCH644 stem like cells upon treatment with Crizotinib (Fig. 5C). The combination treatment of ABT263/Crizotinib increased Noxa mRNA levels in U87 cells, but decreased it in NCH644 cells (Fig. 5C). However on protein levels, we found an upregulation of Noxa levels upon administration of the combination treatment (see above), suggesting that non-transcriptional events are implicated to enhance Noxa protein levels. Given our cell line dependent findings related to Noxa mRNA levels upon treatment with the combination treatment of ABT263/Crizotinib, we tested the hypothesis that ABT263/Crizotinib might enhance the stability of Noxa. To this purpose, we conducted a cycloheximide block experiment in the presence or absence of ABT263/Crizotinib in LN229 and U87 GBM cells. In keeping with our hypothesis, we detected enhanced stability of Noxa in the presence of ABT263/Crizotinib (Fig. 5B).
The combination treatment of ABT263 and Crizotinib leads to a more significant reduction in tumor growth than vehicle or single treatments in a patient-derived xenograft model of human GBM
In vivo efficacy is crucial for the translation of promising therapeutics or strategies into the clinic. Therefore, preclinical animal models are necessary to provide a foundation. While established cell line models giving rise to xenografts provide tractable systems, they are not as representative of human disease as patient-derived xenografts. Therefore, we utilized the patient-derived xenograft model, GBM12, to test the hypothesis that the combination treatment of ABT263 and Crizotinib leads smaller tumor than vehicle or each compound on its own.
After establishment of tumors, randomization was performed and four groups of animals with similar tumor sizes were assigned: (A) Vehicle, (B) ABT263, (C) Crizotinib, (D) ABT263 + Crizotinib. We found that host animals that received the combination treatment had significantly smaller tumors than animals receiving vehicle, ABT263 or Crizotinib (p < 0.05) (Fig. 6A,C,D). Amongst the treatment groups, we did not find a reduction in body weight after treatment (compared to the weight when treatment was initiated) (Fig. 6B). These findings are consistent with our in vitro observations and intimate that the combination treatment is reasonably tolerated and active in vivo. On the histopathological level, we found that the combination treatment reduced cellular density and the amount of mitosis, whereas the amount of necrosis was increased (Fig. 6E). In alignment with these findings, we found enhanced TUNEL staining in the combination treatment of ABT263 and Crizotinib (Fig. 6F). These observations are in keeping with the gross appearance of the tumors.
Discussion
The heterogeneity of glioblastomas is an eminent challenge that calls for the simultaneous inhibition of several up-regulated pathways in these neoplasms14,15. The anti-apoptotic Bcl-2 family members represent an example of a class of proteins that is elevated in human glial tumors by several mechanisms. For instance, the Mcl-1 transcript has been shown to be increased and this is likely governed by gene amplification in a subset of cases. Discovered after Bcl-2 in the early 1990’s, Mcl-1 is a hallmark protein, driving resistance towards intrinsic apoptosis16. Binding to BAK, Mcl-1 inhibits mitochondrial outer membrane permeabilization and release of cytochrome-c into the cytosol. In the event that Bcl-xL and Bcl-2 are inhibited, Mcl-1 absorbs BAK to counteract cell death. While Mcl-1 is pivotal for survival of cancer cells, more recently its localization in the mitochondrial matrix was uncovered, modulating directly OXPHOS and helping to drive oxygen dependent ATP production17.
c-MET is a key regulator of glioma stem cells2,3,18,19. In this context, GBM sphere cultures displayed enhanced phosphorylation of c-MET, which mediates the transcription factor regulated reprogramming required for a “stem-cell” state. Not surprisingly, ectopic expression of c-MET inhibits differentiation of stem-like GBM cells in a Nanog dependent manner, confirming the pivotal role of this kinase pathway for tumor stem cells3. Our present findings in this report suggest that c-MET regulates the expression levels of Mcl-1 protein in model systems of human GBM. While GBM stem-like cells display high levels of c-MET, it has been known for some time that they have elevated levels of Mcl-1 as well. About a decade ago, researchers found that glioma stem-like cells are intrinsically resistant towards the first high-affinity BH3-mimetic, ABT737. This resistance was convincingly linked to higher Mcl-1 levels in stem-like GBM cells as compared to the differentiated counterparts20. Therefore, our findings establish an important link between c-MET signaling and Mcl-1 in this critical cell population and suggest that interference with c-MET is a novel means to suppress Mcl-1 levels.
To understand the link between c-MET signaling and Mcl-1 regulation, we focused on tumor cell metabolism. Our hypothesis was that c-MET inhibition in the presence or absence of Bcl-2/Bcl-xL inhibition leads to suppression of oxygen consumption rate and ATP production, which in turn negatively affects protein synthesis and levels of short-lived proteins, such as Mcl-1. Consistently, we provide evidence that c-MET inhibition slows ATP production and ATP levels and decreases protein synthesis. To the best of our knowledge, these observations are novel in the context of GBM and should be seen in connection with other kinase inhibitors, such as PI3K that akin to c-MET inhibitors suppress energy metabolism of tumor cells. The fact that these kinase inhibitors interfere with both glycolysis and OXPHOS is appealing because inhibition of one selective energetic pathway very commonly leads to compensatory activation of the other. In essence, these metabolic vulnerabilities are exploitable for tumor combination therapies. Other examples of this kind are the dependency on glutamine metabolism of c-myc driven cell cultures or IDH1 mutated cells21–23. In this context, our own group has recently made the discovery that mutated IDH1 renders cells susceptible to Bcl-xL inhibition, which suggests that patients with the IDH1 R132H mutation might benefit from the addition of ABT263 to their treatment regimen12. Although we have not specifically addressed this issue in this study it is possible that patients with high c-MET levels might not only benefit from the addition of Crizotinib like compounds to their regimen, but also from the implementation of BH3-mimetics.
The significance of suppressing Mcl-1 levels6,10,24–32 is obvious based on our elaborations above. In keeping with the expectation, c-MET inhibition along with dual Bcl-2/Bcl-xL inhibition causes synthetic lethality in stem-like and established GBM cells, which is pharmacologically exemplified by the drug combination of ABT263 and Crizotinib, two drugs that are tested or used in patients already. To validate this approach in vivo, we utilized a PDX model system of human GBM and confirmed our hypothesis that the combination treatment is more efficacious than the single treatments. These results are a foundation to consider this combination treatment for further patient related development.
Materials and Methods
Reagents
ABT263, WEHI-539, A1210477, ABT199 and Crizotinib were purchased from Sellekchem (New York, NY).
Cell cultures and growth conditions
U87MG and LN229 human glioblastoma cell lines were obtained from the American Type Culture Collection (Manassas, VA). NCH644 stem cell-like glioma cells were purchased from Cell Line Services (CLS, Heidelberg, Germany). The respective cell line depository authenticated the cells. All cell lines were obtained between 2013–2015 and cultured as previously described in12,33–41.
Cell viability assays
Viability assays were performed as previously described in12,33–41.
Measurement of apoptosis and mitochondrial membrane potential
For Annexin V/propidium iodide staining, the Annexin V Apoptosis Detection Kit (BD Pharmingen) was used as previously described12,33–41. Tetramethylrhodamine, ethyl-ester (TMRE) staining was performed according to the manufacturer’s instructions (Mitochondrial Membrane Potential kit, Cell Signaling Technology, Danvers, MA). The data were analyzed with the FlowJo software (version 8.7.1; Tree Star, Ashland, OR).
Extracellular flux analysis
Extracellular flux analysis was performed on the Seahorse XFe24 device (Agilent, Inc.). Approximately 40,000 LN229 GBM cells were seeded on each well of the XFe24 plate. The mitochondrial stress assay was performed as described in12.
Transfections of siRNAs
Transfections with the respected oligonucleotides were performed as previously described in12,33–41.
Western blot analysis and protein capillary electrophoresis
Specific protein expression in cell lines was determined by Western blot analysis or capillary electrophoresis as described before27,33. Capillary electrophoresis on the fully automated Wes instrument (Proteinsimple, San Jose, CA) represents a highly-innovative and sensitive approach (high-dynamic range) to measure protein levels in tissue or cells. All the antibodies were purchased from Cell Signaling Technology.
Subcutaneous xenograft model
GBM12 PDX cells were implanted subcutaneously into the flanks of 6–8 week-old SCID SHO mice as described before12,33–41. Measurements were performed with a caliper and tumor sizes were calculated as (length × width2)/2. Treatment was performed intraperitoneally three times a week. For intraperitoneal application Crizotinib and ABT263 were dissolved in 10% DMSO, 32% Cremophor EL (SIGMA, St. Louis, MO), 8% Ethanol (Pharmco-Aaper, Brookfield,CT) and 50% PBS. At the end of the experiment gross images were taken as earlier described12,33–41. Histology was performed as described earlier12,33–41.
Real-time PCR and cDNA synthesis
cDNA synthesis and RT-PCR were performed as described before. Primer sequences for 18 S, Mcl-1 and PMAIP1 (Noxa) are described elsewhere12,33–41.
Statistical analysis
Statistical significance was assessed by Student’s t-test using Prism version 7.00 (GraphPad, La Jolla, CA). 3 replicates were performed unless otherwise described. A p ≤ 0.05 was considered statistically significant. The CompuSyn software (ComboSyn, Inc., Paramus, NJ, U.S.A.) was used to calculate drug synergy12,33–42.
Ethical approval
All procedures were in accordance with Animal Welfare Regulations and approved by the Institutional Animal Care and Use Committee at the Columbia University Medical Center.
Data availability statement
All data generated or analyzed during this study are included in this published article (and its Supplementary Information files).
Electronic supplementary material
Acknowledgements
M.D. Siegelin: NIH NINDS R01NS095848, K08NS083732, Louis V. Gerstner, Jr. Scholars Program (2017–2020) and American Brain Tumor Association Discovery Grant 2017 (DG1700013).
Author Contributions
Conception and design: Y.Z. and M.D.S. Development of methodology: Y.Z., C.T.I. and M.D.S. Acquisition of data: Y.Z., C.T.I. and C.S. Analysis and interpretation of data: Y.Z., G.K.-M., G.K., M.J.S., C.M.Q., M.A.W., C.T.I. and M.D.S. Administrative, technical and material support: Y.Z., M.J.S., E.B., C.S. and M.D.S. Writing, review and revision of the manuscript: Y.Z., G.K.-M., G.K., E.B., M.J.S., C.M.Q., M.A.W. and M.D.S. Study supervision: M.D.S.
Competing Interests
The authors declare no competing interests.
Footnotes
Electronic supplementary material
Supplementary information accompanies this paper at 10.1038/s41598-018-25802-0.
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Yan H, et al. IDH1 and IDH2 mutations in gliomas. N Engl J Med. 2009;360:765–773. doi: 10.1056/NEJMoa0808710. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Rath P, et al. In Vivo c-Met Pathway Inhibition Depletes Human Glioma Xenografts of Tumor-Propagating Stem-Like Cells. Transl Oncol. 2013;6:104–111. doi: 10.1593/tlo.13127. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Li Y, et al. c-Met signaling induces a reprogramming network and supports the glioblastoma stem-like phenotype. Proceedings of the National Academy of Sciences of the United States of America. 2011;108:9951–9956. doi: 10.1073/pnas.1016912108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Karpel-Massler G, et al. Targeting intrinsic apoptosis and other forms of cell death by BH3-mimetics in glioblastoma. Expert opinion on drug discovery. 2017;12:1031–1040. doi: 10.1080/17460441.2017.1356286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Qing G, et al. ATF4 regulates MYC-mediated neuroblastoma cell death upon glutamine deprivation. Cancer cell. 2012;22:631–644. doi: 10.1016/j.ccr.2012.09.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Premkumar DR, et al. ABT-737 synergizes with bortezomib to induce apoptosis, mediated by Bid cleavage, Bax activation, and mitochondrial dysfunction in an Akt-dependent context in malignant human glioma cell lines. The Journal of pharmacology and experimental therapeutics. 2012;341:859–872. doi: 10.1124/jpet.112.191536. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Du H, et al. BH3 domains other than Bim and Bid can directly activate Bax/Bak. The Journal of biological chemistry. 2011;286:491–501. doi: 10.1074/jbc.M110.167148. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Albershardt TC, et al. Multiple BH3 mimetics antagonize antiapoptotic MCL1 protein by inducing the endoplasmic reticulum stress response and up-regulating BH3-only protein NOXA. The Journal of biological chemistry. 2011;286:24882–24895. doi: 10.1074/jbc.M111.255828. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Wang Q, et al. ERAD inhibitors integrate ER stress with an epigenetic mechanism to activate BH3-only protein NOXA in cancer cells. Proceedings of the National Academy of Sciences of the United States of America. 2009;106:2200–2205. doi: 10.1073/pnas.0807611106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Perez-Galan P, Roue G, Villamor N, Campo E, Colomer D. The BH3-mimetic GX15-070 synergizes with bortezomib in mantle cell lymphoma by enhancing Noxa-mediated activation of Bak. Blood. 2007;109:4441–4449. doi: 10.1182/blood-2006-07-034173. [DOI] [PubMed] [Google Scholar]
- 11.Oda E, et al. Noxa, a BH3-only member of the Bcl-2 family and candidate mediator of p53-induced apoptosis. Science. 2000;288:1053–1058. doi: 10.1126/science.288.5468.1053. [DOI] [PubMed] [Google Scholar]
- 12.Karpel-Massler G, et al. Induction of synthetic lethality in IDH1-mutated gliomas through inhibition of Bcl-xL. Nat Commun. 2017;8:1067. doi: 10.1038/s41467-017-00984-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Schmidt EK, Clavarino G, Ceppi M, Pierre P. SUnSET, a nonradioactive method to monitor protein synthesis. Nat Methods. 2009;6:275–277. doi: 10.1038/nmeth.1314. [DOI] [PubMed] [Google Scholar]
- 14.Parsons DW, et al. An integrated genomic analysis of human glioblastoma multiforme. Science. 2008;321:1807–1812. doi: 10.1126/science.1164382. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Prados, M. D. et al. Toward precision medicine in glioblastoma: the promise and the challenges. Neuro-oncology, 10.1093/neuonc/nov031 (2015). [DOI] [PMC free article] [PubMed]
- 16.Elgendy, M. et al. Dual modulation of MCL-1 and mTOR determines the response to sunitinib. J. Clin. Invest, 10.1172/JCI84386 (2016). [DOI] [PMC free article] [PubMed]
- 17.Perciavalle RM, et al. Anti-apoptotic MCL-1 localizes to the mitochondrial matrix and couples mitochondrial fusion to respiration. Nat Cell Biol. 2012;14:575–583. doi: 10.1038/ncb2488. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Jun HJ, Bronson RT, Charest A. Inhibition of EGFR induces a c-MET-driven stem cell population in glioblastoma. Stem Cells. 2014;32:338–348. doi: 10.1002/stem.1554. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Joo KM, et al. MET signaling regulates glioblastoma stem cells. Cancer research. 2012;72:3828–3838. doi: 10.1158/0008-5472.CAN-11-3760. [DOI] [PubMed] [Google Scholar]
- 20.Tagscherer KE, et al. Apoptosis-based treatment of glioblastomas with ABT-737, a novel small molecule inhibitor of Bcl-2 family proteins. Oncogene. 2008;27:6646–6656. doi: 10.1038/onc.2008.259. [DOI] [PubMed] [Google Scholar]
- 21.Seltzer MJ, et al. Inhibition of glutaminase preferentially slows growth of glioma cells with mutant IDH1. Cancer research. 2010;70:8981–8987. doi: 10.1158/0008-5472.CAN-10-1666. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Siegelin MD. Inhibition of the mitochondrial Hsp90 chaperone network: a novel, efficient treatment strategy for cancer? Cancer Lett. 2013;333:133–146. doi: 10.1016/j.canlet.2013.01.045. [DOI] [PubMed] [Google Scholar]
- 23.Siegelin MD. Utilization of the cellular stress response to sensitize cancer cells to TRAIL-mediated apoptosis. Expert Opin Ther Targets. 2012;16:801–817. doi: 10.1517/14728222.2012.703655. [DOI] [PubMed] [Google Scholar]
- 24.Konopleva M, et al. MEK inhibition enhances ABT-737-induced leukemia cell apoptosis via prevention of ERK-activated MCL-1 induction and modulation of MCL-1/BIM complex. Leukemia. 2012;26:778–787. doi: 10.1038/leu.2011.287. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 25.Nguyen M, et al. Small molecule obatoclax (GX15-070) antagonizes MCL-1 and overcomes MCL-1-mediated resistance to apoptosis. Proceedings of the National Academy of Sciences of the United States of America. 2007;104:19512–19517. doi: 10.1073/pnas.0709443104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Faber AC, et al. Assessment of ABT-263 activity across a cancer cell line collection leads to a potent combination therapy for small-cell lung cancer. Proceedings of the National Academy of Sciences of the United States of America. 2015;112:E1288–1296. doi: 10.1073/pnas.1411848112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Pareja F, et al. PI3K and Bcl-2 inhibition primes glioblastoma cells to apoptosis through downregulation of Mcl-1 and Phospho-BAD. Molecular cancer research: MCR. 2014;12:987–1001. doi: 10.1158/1541-7786.MCR-13-0650. [DOI] [PubMed] [Google Scholar]
- 28.Preuss E, Hugle M, Reimann R, Schlecht M, Fulda S. Pan-mammalian target of rapamycin (mTOR) inhibitor AZD8055 primes rhabdomyosarcoma cells for ABT-737-induced apoptosis by down-regulating Mcl-1 protein. The Journal of biological chemistry. 2013;288:35287–35296. doi: 10.1074/jbc.M113.495986. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Jane EP, et al. YM-155 potentiates the effect of ABT-737 in malignant human glioma cells via survivin and Mcl-1 downregulation in an EGFR-dependent context. Molecular cancer therapeutics. 2013;12:326–338. doi: 10.1158/1535-7163.MCT-12-0901. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Tagscherer KE, Fassl A, Sinkovic T, Combs SE, Roth W. p53-dependent regulation of Mcl-1 contributes to synergistic cell death by ionizing radiation and the Bcl-2/Bcl-XL inhibitor ABT-737. Apoptosis: an international journal on programmed cell death. 2012;17:187–199. doi: 10.1007/s10495-011-0664-3. [DOI] [PubMed] [Google Scholar]
- 31.Yecies D, Carlson NE, Deng J, Letai A. Acquired resistance to ABT-737 in lymphoma cells that up-regulate MCL-1 and BFL-1. Blood. 2010;115:3304–3313. doi: 10.1182/blood-2009-07-233304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Voss V, et al. The pan-Bcl-2 inhibitor (-)-gossypol triggers autophagic cell death in malignant glioma. Molecular cancer research: MCR. 2010;8:1002–1016. doi: 10.1158/1541-7786.MCR-09-0562. [DOI] [PubMed] [Google Scholar]
- 33.Karpel-Massler G, et al. Inhibition of Mitochondrial Matrix Chaperones and Antiapoptotic Bcl-2 Family Proteins Empower Antitumor Therapeutic Responses. Cancer research. 2017;77:3513–3526. doi: 10.1158/0008-5472.CAN-16-3424. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Ishida CT, et al. Mitochondrial matrix chaperone and c-myc inhibition causes enhanced lethality in glioblastoma. Oncotarget. 2017;8:37140–37153. doi: 10.18632/oncotarget.16202. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Ishida CT, et al. BH3-mimetics and BET-inhibitors elicit enhanced lethality in malignant glioma. Oncotarget. 2017;8:29558–29573. doi: 10.18632/oncotarget.16365. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Karpel-Massler G, et al. Metabolic reprogramming of glioblastoma cells by L-asparaginase sensitizes for apoptosis in vitro and in vivo. Oncotarget. 2016 doi: 10.18632/oncotarget.9257. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Karpel-Massler G, et al. A Synthetic Cell-Penetrating Dominant-Negative ATF5 Peptide Exerts Anticancer Activity against a Broad Spectrum of Treatment-Resistant Cancers. Clinical cancer research: an official journal of the American Association for. Cancer Research. 2016;22:4698–4711. doi: 10.1158/1078-0432.CCR-15-2827. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Karpel-Massler G, et al. Inhibition of deubiquitinases primes glioblastoma cells to apoptosis in vitro and in vivo. Oncotarget. 2016;7:12791–12805. doi: 10.18632/oncotarget.7302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Karpel-Massler, G. et al. Combined inhibition of Bcl-2/Bcl-xL and Usp9X/Bag3 overcomes apoptotic resistance in glioblastoma in vitro and in vivo. Oncotarget (2015). [DOI] [PMC free article] [PubMed]
- 40.Karpel-Massler G, et al. TIC10/ONC201 synergizes with Bcl-2/Bcl-xL inhibition in glioblastoma by suppression of Mcl-1 and its binding partners in vitro and in vivo. Oncotarget. 2015;6:36456–36471. doi: 10.18632/oncotarget.5505. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Karpel-Massler G, et al. PARP inhibition restores extrinsic apoptotic sensitivity in glioblastoma. PloS one. 2014;9:e114583. doi: 10.1371/journal.pone.0114583. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Ghosh, J. C. et al. Adaptive Mitochondrial Reprogramming and Resistance to PI3K Therapy. J. Natl. Cancer Inst. 107, 10.1093/jnci/dju502 (2015). [DOI] [PMC free article] [PubMed]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data generated or analyzed during this study are included in this published article (and its Supplementary Information files).