Abstract
There is an urgent need to develop treatments for patients with melanoma who are refractory to or ineligible for immune checkpoint blockade, including patients who lack BRAF-V600E/K mutations. This is often the case in patients diagnosed with rare melanoma subtypes such as mucosal and acral melanoma. Here, we analyzed data from the cutaneous melanoma The Cancer Genome Atlas Network (TCGA) transcriptomic and proteomic databases for differential expression of apoptosis molecules between melanomas with or without BRAF hotspot mutations. Our data indicated higher B-cell CLL/lymphoma 2 (BCL2) expression in melanoma without BRAF hotspot mutations, suggesting that BH3 mimetics, such as ABT-199 (venetoclax, a small molecule against BCL2), may be a potential therapeutic option for these patients. We explored the efficacy of combining two BH3 mimetics, ABT-199 and a myeloid cell leukemia sequence 1 (MCL1) inhibitor (S63845 or S64315/MIK665) in cutaneous, mucosal and acral melanomas, in vitro and in vivo. Our data indicate this combination induced cell death in a broad range of melanoma cell lines, including melanoma initiating cell populations, and was more potent in melanoma cells without BRAF-V600E/K mutations. Our knockdown/knockout experiments suggest that several pro-apoptotic BCL2 family members, BCL2-like 11 (apoptosis facilitator) (BIM), phorbol-12-myristate-13-acetate-induced protein 1 (NOXA) or BID, play a role in the combination-induced effects. Overall, our study supports the rationale for combining an MCL1 inhibitor with a BCL2 inhibitor as a therapeutic option in patients with advanced melanoma.
Keywords: melanoma, BRAF-mutant, BRAF-WT, BH3 mimetics, venetoclax
1. Introduction
BH3 mimetics are a novel class of anti-cancer drugs that mimic the action of certain BH3-only anti-apoptotic proteins of the B-cell CLL/lymphoma 2 (BCL2) family, which directly initiate apoptosis, downstream of many common oncogenes [1,2,3,4]. In the last five years, the BH3 mimetic, ABT-199 (venetoclax, a potent small molecule inhibitor against BCL2) has proven to be highly effective for treating advanced hematological malignancies [5]. However, single agent BH3 mimetics have shown inconsistent efficacy in solid tumors [6,7]. Currently, ABT-199 is the only FDA-approved BH3 mimetic. Clinical trials using ABT-199 plus another anti-apoptotic member of the BCL2 family, a BH3 mimetic targeting myeloid cell leukemia sequence 1 (MCL1), are underway to extend the efficacy of ABT-199 in hematological malignancies. The use of these compounds in solid tumors is being investigated in the pre-clinical phase [5,8,9].
While the efficacy of signal transduction inhibitors that target BRAF-V600E/K mutation is well described for patients with melanoma, treatments for patients that do not harbor a BRAF-V600E/K mutation are limited to immunotherapy and lack other clinical options [10]. Multiple studies have indicated the therapeutic potential of BH3 mimetics for cutaneous melanomas, including a seminal paper on the genomic landscape published by The Cancer Genome Atlas Network (TCGA) in 2015 [11]. However, the TCGA consortium did not explore treatment efficacy using in vitro or in vivo experiments.
In this study, we analyzed the cutaneous melanoma TCGA transcriptomic and proteomic database for differential expression of apoptosis molecules between melanomas with or without BRAF hotspot mutations. We refer to the genotypes as “BRAF-mutated (MUT)” or “BRAF-wild-type (WT)” for simplicity. Our data show that BCL2 is a potential therapeutic target for patients with the BRAF-WT genotype. We then explored the efficacy of combining two BH3 mimetics, an MCL1 inhibitor (S63845 or S64315/MIK665) and a BCL2 inhibitor (ABT-199/venetoclax) in cutaneous, mucosal and acral melanomas in vitro and in vivo. Overall, our study supports the rationale for combining clinic-ready BH3 mimetics as a therapeutic option in patients with advanced melanoma.
2. Results
2.1. TCGA mRNA and Protein Expression Analyses Suggest BCL2 as a Potential Therapeutic Target for BRAF-WT Melanomas
Patients with BRAF-WT melanomas largely lack molecularly targeted treatment options. To identify other potential therapeutic targets, we analyzed the TCGA data for differences in gene and/or protein expression between BRAF-MUT and BRAF-WT melanoma. We utilized samples from the cutaneous melanoma dataset. Patient groups were defined and classified based on the original parameters set forth in the original TCGA paper [11], and we included samples that had both whole transcriptome (RNA-seq) and reverse phase protein array (RPPA) data available. Using these criteria, we identified 110 samples with a BRAF hotspot mutation and 122 samples with BRAF-WT for further analyses. We took a targeted approach in analyzing the RNA-seq data and focused on over 200 genes involved in the apoptosis pathway (Table S1). The RPPA panel in TCGA was limited and did not include MCL1 (Table S2). The only concordant results between these two analyses were higher levels of BCL2 and PDCD4, with a lower level of CASP8 in the WT group, compared with the MUT group (Figure 1a,b). Considering that higher BCL2 levels are associated with sensitivity to ABT-199 in other cancers [12,13,14], these data provide a rationale for testing the efficacy of BCL2 inhibitors, such as ABT-199 (venetoclax), in patients with BRAF-WT melanomas.
2.2. The Combination of the BCL2 Inhibitor ABT-199 with the MCL1 Inhibitors S63845 Has High Efficacy in BRAF-WT Melanomas In Vitro
Previously published work has shown that single agent BH3 mimetics are not effective alone for melanoma, and that MCL1 is an essential anti-apoptotic protein [6,7]. The combination of MCL1 inhibition with ABT-199 displayed efficacy in neuroblastoma with high BCL2 expression in vitro and in vivo [15]. In melanoma, knocking down BCL2 sensitized cells to the MCL1 inhibitor S63845, and conversely knocking down MCL1 sensitized cells to the BCL2 inhibitor ABT-199 (Figure 1c–e). Thus, these results suggest that the simultaneous targeting of both BCL2 and MCL1 is an effective combination to kill melanoma.
We tested the treatment efficacy of combining MCL1 inhibitors with ABT-199 in melanomas with or without BRAF-V600 hotspot mutations (MUT vs WT groups). A panel of patient-derived cell lines was also tested, and these include genetically diverse samples from patients with rare melanoma subtypes (mucosal and acral), and from patients who relapsed from various therapies (Table S3). We first utilized ATP assays to examine the in vitro viability following the treatments with S63845 and ABT-199, either as a single agent or in combination, in a panel of fifteen human melanoma lines and primary melanocytes (Figure 2a–d). Figure 2a shows a panel of melanomas treated with increasing concentrations of each BH3 mimetic by itself or in combination. Overall, single drug treatments of either ABT-199 or S63845 alone (up to 2.5 μM), had little effect on cell viability. Conversely, we saw a reduction in relative viability with combination therapy (Figure 2a–d and Table S4). Additionally, there was minimal effect on human primary melanocytes (Figure 2b). Interestingly, the combination treatment showed a greater efficacy on the BRAF-WT melanomas, as compared to the melanomas with BRAF-V600E (MUT). This similar trend was observed for the combination at a low dose, such as 0.625 μM (Figure S1). The mean half maximal inhibitory concentration IC50 of the combination was 0.5 μM for BRAF-WT, and the mean IC50 was 1.6 μM, more than 3-fold the IC50 for BRAF-MUT melanomas (Figure 2c and Table S3). Our analyses demonstrate the synergistic effects of this combination, calculated as a combination-index value (Figure 2d and Figure S1b). The combination also increased the ratio of cleaved/full-length poly ADP-ribose polymerase (PARP) and caused rounded morphology of cells (Figure 2e, Figure S2), indicating the induction of apoptosis. Taken together, these data indicate that this combination was effective to kill a wide range of melanomas, however this is more potent in BRAF-WT samples than with BRAF-MUT samples.
2.3. The Combination of ABT-199 with S63845 Effectively Slowed Tumor Growth In Vivo
We next evaluated the in vivo efficacy of the combination therapy in a mouse xenograft model of MB 3616, which has a NRAS-Q61K mutation and does not have a BRAF-V600E/K mutation (Figure 3a,b). The combination treatment significantly inhibited tumor growth when compared to the control or single drug treatments (p < 0.001) (Figure 3a). There were no significant changes in mouse weight (Figure 3b), suggesting no obvious adverse effects. Immunohistochemistry for cleaved Caspase 3 (an apoptosis marker) and Ki67 (a proliferation marker) on the tumor sections showed that the combination treatments significantly decreased Ki67 positive cells (p < 0.001) and increased the Cleaved Caspase 3 positive cells (p < 0.05) (Figure 3c–e, and Figure S3). Immunoblot of lysates from the tumors post-treatment showed that S63845 alone increased MCL1 expression 2.9-fold (Figure S4), which has been reported previously by others [16,17]. The combination treatment reduced this induction of MCL1 to only 1.5-fold (Figure S4). All of the treatments decreased BCL2 expression 40–60% (Figure S4).
Our in vitro data suggested that the combination of an MCL1 inhibitor and ABT-199 was effective against all melanomas, but higher concentrations were necessary for the BRAF-MUT compared to the BRAF-WT (Figure 2 and Figure S1). In vivo, this combination was also successful in inhibiting tumor growth for BRAF-V600E melanoma, when ABT-199 was administered at an increased frequency of three times per week (Figure S5a). There was minimal toxicity in our mouse xenograft model. Even with the higher frequency of dosing, there were no significant changes in mouse weight (Figure S5b) and the mice were healthy overall during regular monitoring throughout the duration of the studies. These results collectively indicate that the combination of the MCL1 inhibitors with the BCL2 inhibitor ABT-199 is effective in killing advanced melanomas.
2.4. The Combination of ABT-199 with S63845 Significantly Inhibited Sphere-Forming Capacity of the Melanoma Initiating Cells
In melanoma, a sub-population of cells has enhanced plasticity, drug resistance and stem-cell-like features. These cells are referred to as Melanoma Initiating Cells (MICs) and may contribute to drug resistance and relapse [18,19]. Although ABT-199 has been shown to kill leukemia stem cell populations [20,21], this effect has not been reported for MICs. We employed two commonly used methods, primary and secondary sphere forming assays [22,23,24,25,26,27]. The primary sphere assay enriches MIC populations, and can be used to measure the effects of drug treatments on MIC populations [26,27,28,29], whereas the secondary sphere assay measures the self-renewal capacity of the MICs after initial treatment [26,28].
The combination therapy significantly disrupted primary spheres (Figure 4a,b and Table S5). Similar to the ATP assay (Figure 2c), the combination was more successful in inhibiting the primary spheres in lines with BRAF-WT (WT) genotypes than those with BRAF-V600E (MUT) (Figure 4c and Table S5). The combination treatment also eliminated almost all sphere formation in the secondary sphere assays, compared to DMSO or single drug treatment (p < 0.001) in all cell lines tested (Figure 4d,e); results suggest the combination effectively killed MICs and inhibited self-renewal capacity. There was no significant difference in secondary sphere formation ability between the BRAF MUT vs WT lines (Figure 4f). These results suggest that the combination of ABT-199 and S63845 can play an important role in preventing relapse caused by MICs.
2.5. The Effects of ABT-199 + S63845 Is Partially Dependent on Pro-Apoptotic BCL2 Family Members NOXA, BIM, and BID
The NOXA–BCL2-like 11 (apoptosis facilitator) (BIM)–MCL1 axis plays a crucial role in BH3 mimetic induced cell death [30]. In B cell lymphoma cells, genomic amplification or pharmacologic induction of NOXA sensitizes cells to BCL2 inhibitors, including ABT-199 [31]. In mantle cell lymphoma, both BIM and NOXA mediate ABT-199-induced cell death [32]. In acute myeloid leukemia (AML), BIM is an important mediator for S63845-induced apoptosis [33]. In melanoma, we and others have shown that NOXA and BIM mediate the killing effects of several combinations, including the BH3 mimetic ABT-737 and ABT-263 [6,34,35,36,37,38,39,40,41]. Thus, we investigated the roles of BIM and NOXA in the S63845+ABT-199 mediated cell death with cell lines genetically modified with shRNA or CRISPR-Cas9 technology. Knocking down or knocking out BIM or NOXA partially protected melanoma cells from the combination treatment but did not eliminate the killing effects (Figure 5a–c).
Another pro-apoptotic BCL2 family member, BID, is the only member that can be activated by CASP8, which is one of the genes identified in the TCGA analyses. Therefore, we performed knockdown experiments to investigate the role of BID in ABT-199 plus S63845 induced killing. Like NOXA and BIM, knockdown of BID also enhanced melanoma resistance to the combination (Figure 5a). Taken together, our data indicated that BIM, NOXA and BID all play some roles in the killing induced by this combination.
2.6. S64315 Has Similar Synergistic Effects as S63845, When Combined with ABT-199
S64315 (MIK665), which is derived from S63845, has similar chemical properties to inhibit MCL1, and is currently in clinical trials for AML (ClinicalTrials.gov NCT02992483; NCT02979366; https://clinicaltrials.gov/ct2/show/NCT02992483; https://clinicaltrials.gov/ct2/show/NCT02979366). Thus, we performed a comparative analysis of S64315 and S63845, either alone or in combination with ABT-199 in multiple melanoma cell lines. These include both BRAF-WT and BRAF-MUT lines. Overall, S64315 exhibited similar or better efficacy than S63845 (Figure 6 and Table S6).
3. Discussion
Treatment options for patients with advanced cutaneous melanoma expanded significantly with FDA approval of immune-checkpoint blockade drugs and BRAF/MEK targeting signal transduction inhibitors. Patients with metastatic or unresectable melanoma treated with combination immune checkpoint blockade (Ipilimumab/Nivolumab) or BRAF/MEK inhibition demonstrate 5-year overall survival of 52% and 34%, respectively [42,43]. Despite these advances, a large proportion of patients treated with these medications will progress or not be eligible for targeted therapy. This includes those with BRAF-WT melanoma, and those who do not respond to immunotherapies. In addition, patients with rare melanoma subtypes, such as acral and mucosal, are genetically distinct from cutaneous melanomas and typically lack BRAF-V600E/K mutations, making them ineligible for BRAF/MEK inhibition [44]. A large proportion of these patients (30–60%) also do not respond to immunotherapies [45,46]. Therefore, there is a significant need to develop new treatments for these patients. Our study strongly suggests that combinations of BH3 mimetics that target both MCL1 and BCL2 may fill this role.
Our analyses of TCGA data identified higher expression of BCL2 in cutaneous BRAF-WT melanoma, compared to those with a BRAF hotspot mutation. These data led us to explore BH3 mimetics in advanced melanomas, especially those without BRAF-V600E/K. For this reason, we expanded our analysis to include rare melanoma subtypes of mucosal and acral, which often lack BRAF hotspot mutations. Our in vitro and in vivo data showed that the simultaneous targeting of BCL2 and MCL1 is effective in treating advanced melanoma, and this combination is more potent in melanomas without the BRAF-V600E/K variant. This observation is novel and provides a feasible approach for patients with limited therapeutic options.
We found that this combination was successful across our panel of melanoma cell lines. In addition, our in vitro data with viability assays and primary sphere assays show a trend of BRAF-WT melanomas being more sensitive that is, sensitive at a lower dose to this combination. For our BRAF-V600E melanoma in vivo model, we needed to utilize higher doses and/or increase the frequency of administration for these compounds to achieve similar results—i.e., a reduction in cell viability in vitro and inhibition of tumor growth in vivo (Figure 2, Figure 3 and Figures S1 and S5). There was minimal toxicity in vivo. Even with more frequent drug administration, we did not detect any obvious adverse health effects, such as weight loss, in our mouse xenograft model. These data indicate that the drugs should be delivered more frequently and/or at a higher concentration to achieve similar results in patients with BRAF mutated melanoma. However, this is possible only if this combination continues to show limited toxicity in human trials.
The combination of ABT-199 with MCL1 inhibitors has been studied in other cancers, both in vitro and in vivo [16,32,47,48,49,50,51], and is currently in clinical trials for patients with AML. However, the efficacy of this combination has never been studied thoroughly in melanoma. Lee et al., in 2019, reported the in vitro efficacy of the S63845 with ABT-199 in combination in a limited number of cutaneous melanoma cell lines [7]. We are the first to study the efficacy of the combination of S63845 with ABT-199 in vivo in melanoma. In addition, our sphere assay data suggest this combination may prevent relapse caused by MICs. Moreover, our current study also includes in vitro data that tests a clinic-ready version of the MCL1 inhibitor, S64315 (MIK665), in combination with the FDA approved ABT-199, further justifying the use of this therapeutic option for patients with advanced melanoma.
We and others have shown that navitoclax plus MCL1 inhibitors can be effective to kill melanomas in vitro and in vivo [6,7]; however, in our experience, the potential toxicity was higher than ABT-199 plus MCL1 inhibitors. In our previously published study, we had to lower the drug concentrations of navitoclax and MCL1 inhibitors to minimize toxicity [6]. In comparison, the combination of ABT-199 plus an MCL1 inhibitor has been tested in pre-clinical mouse studies and is considered safe even when administered at higher concentrations than what we demonstrate in this current study (S63845: 25 mg/kg twice weekly; ABT199: 50 mg/kg 2–3 times per week). For instance, Seiller et al. [52] used ABT-199 (100 mg/kg; 5 days/week) along with S63845 (25 mg/kg; every 6 days) for 19 days without significant weight loss in NOD scid gamma (NSG) mice. Prukova et al. [32] safely administered S63845 (25 mg/kg) and ABT-199 (50 mg/kg) simultaneously in a mouse model of AML for five days. Minimal toxicity was observed with other clinically approved MCL1 inhibitors (such as AZD5991), which were administered at higher doses and more frequently than in our current study [50,51]. In addition, ABT-199 is already FDA-approved for some cancers. Toxicity data for MCL1 and BCL2 inhibition in humans has not been reported to date, however, early phase clinical trials assessing safety are underway in non-melanoma tumor types. A phase 1 study (https://clinicaltrials.gov/ct2/show/NCT03672695) (NCT03672695) examining the combination of S64315 with ABT-199 is underway for patients with AML. The study protocol includes the weekly administration of S64315 (50 mg–1000 mg) and daily ABT-199 (100 mg–600 mg). Thus, our data along with current clinical trials provide the framework for testing the efficacy of the combination of MCL1 inhibitors with BCL2 inhibitors in melanoma patients.
BH3 mimetics promote cell death primarily through the intrinsic apoptotic pathway. Our data indicate that BIM, NOXA, and BID play a role in this combination treatment. BIM and NOXA’s roles are consistent with the primary apoptotic pathway promoted by BH3 mimetics [16,32]. Although knockdown of BID decreased cell sensitivity to this treatment, our data indicate that a BID-null state will not prevent killing completely, as we could not detect BID in the moderately sensitive cell line MB 2141 (Figure S6). The role of BID has only been reported in the effects induced by the BH3 mimetic ABT-737 [53,54,55]. BID provides a link between the extrinsic and intrinsic apoptotic pathways. These data indicate that crosstalk between these two apoptosis pathways is involved with BH3 mimetic treatments. Further studies are needed to better characterize this connection with the combination treatment of MCL1 inhibitor plus ABT-199.
To explore why BRAF-WT melanomas respond better to this combination, we examined the expression of various BCL2 family members. There was a higher expression of BIM in BRAF-WT melanoma, compared to BRAF-MUT melanoma, although it is not statistically significant (Data not shown; Unpublished work) [56]. This is consistent with previous finding that BRAF-V600E can downregulate BIM expression in melanoma [57,58]. Considering that our data showing BIM knockout or knockdown results in decreased melanoma sensitivity to this combination, we speculate that higher BIM expression may be a contributing factor for a better response in BRAF-WT melanoma. Future studies with more samples are needed to determine if this is true.
4. Materials and Methods
4.1. Analysis of the TCGA Cutaneous Melanoma Dataset
Data and clinical information were downloaded from the FireBrowse website (http://firebrowse.org/) and supplemental files provided in the TCGA cutaneous melanoma paper [11]. Multiple t-tests were performed using GraphPad v8 (https://www.graphpad.com/), discovery determined using the Two-stage linear step-up procedure of Benjamini, Krieger and Yekutieli, with q = 1%. Each gene or protein was analyzed individually, without assuming a consistent standard deviation.
4.2. Reagents and Drug Treatments
All drugs (S63845, S64315, and ABT-199) used for the study were purchased from MedChem Express (Monmouth Junction, NJ, USA) or from Selleck Chem (Houston, TX, USA). For the initial cell viability assays, each drug was tested at a dose range of 0.156 to 10 μM by itself or in combination, and then a dose of either 0.625 or 2.5 μM was used for the subsequent studies. Cells were treated for 48 h for viability assays and primary sphere assays.
4.3. Melanoma Cell Lines, Either Long-Established Conventional Lines or Newly Established Patient Lines
Patient derived cell lines were provided by the University of Colorado Skin Cancer Biorepository (patient consent and specimen usage outlined under COMIRB 05-0309) and validated by melanoma triple cocktail staining. Patient lines were derived from metastases of patients seen at our institution, and include samples derived from patients relapsed from current treatments. Patient lines were Short tandem repeat (STR) profiled with >80% match to the patient’s corresponding tumor or blood sample. Genetic backgrounds are listed in Table S3. All cell lines were maintained in RPMI 1640 medium (Invitrogen, Grand Island, NY, USA) with 10% fetal bovine serum (Gemini Bio-Products, Inc., West Sacramento, CA, USA) and were tested for mycoplasma. Primary melanocytes HEMNMP were obtained from Life Technologies (Carlsbad, CA, USA). Melanocytes were maintained in Medium 254 with Human Melanocyte Growth Supplement-2 (Life Technologies, Carlsbad, CA, USA). To mimic melanoma culture conditions, 10% FBS was added for drug assays.
4.4. ATP Viability Assay, Primary and Secondary Sphere Assays
Cell viability was evaluated via a Cell Titer-Glo Luminescent cell viability assay (Promega Corp., Madison, WI, USA) according to the manufacturer’s protocol. All sphere assays were completed as described in our previous publications [6,36,37,38,40]. The experimental schematic for the primary and secondary sphere assays was described previously [38]. All assays were performed in no less than triplicate for each cell line and repeated at least thrice for each line. Drug treatments began 120 h after seeding in the primary sphere assay and 24 h after seeding for the monolayer ATP assay.
4.5. Immunoblot
Both floating and adherent cells were collected and lysed using 2× Laemmli buffer (Bio-Rad, Hercules, CA, USA). Samples were analyzed using the immunoblot analysis protocol as described in [59,60]. Immunoblot images presented in this manuscript are from a representative experiment carried out in triplicate. The antibody dilutions were used at the manufactures’ recommendation. The following antibodies were purchased from Cell Signaling Technologies (Danvers, MA, USA): PARP (#9532), BID (#2002), BIM (#2933), BCL2 (#15071), α/β tubulin (#2148), and HRP-conjugated goat anti-mouse and anti-rabbit antibodies. The NOXA antibody (# OP180) was obtained from Millipore Sigma (St. Louis, MO, USA) and MCL1 antibody (#819) was purchased from Santa Cruz Biotechnology (Dallas, TX, USA). Please see Figures S7–S11 for uncropped images of immunoblots presented in the Main and Supplementary Figures.
4.6. Creation of Short Hairpin RNA Transduced Cell Lines and CRISPR/Cas9-Mediated BIM Knockout Cell Lines
ShRNA lentiviral particles (Santa Cruz Biotechnology, Dallas, TX, USA) were used to construct stable cell lines as previously described [60]. BIM-knockout lines were generated using CRISPR/Cas9 technology, as previously described [37].
4.7. Mouse Xenograft Studies
All animal experiments mentioned in this study were approved by the Institutional Animal Care and Use Committee (IACUC) of the University of Colorado Denver (protocol number 318). Similar mice and standard methodology were used for tumor implantation and tumor measurements, as in our previous studies [6]. Briefly, 6–8 weeks old NCRNU nude mice were used, with tumor cells injected subcutaneously in each flank with a 100 uL suspension of 2 to 3.5 million cells in 50% BD Matrigel (#354263, BD Biosciences, Billerica, MA, USA). Drug treatments started when the tumors were palpable. Treatment groups consisted of randomly divided mice of at least 8 tumors each group. All drugs were prepared according to the manufacturer’s protocol, or previously described [6]. S63845 was administered at 25 mg/kg twice weekly. ABT-199 was administrated 50mg/kg twice per week for the study with MB3616 cells and three times per week for the study of A375 cells. The tumor samples were collected at the end of the experiment for further studies. The doses used here were chosen based on a thorough literature search and our pilot experiments, and these doses were safe in similar doses for other cancers [32,50,51,52].
4.8. Immunohistochemistry (IHC)
The detailed procedure has been described in our previous publication [6]. The protocol was adapted from [61]. In short, the tumors were subjected to fixation and dehydration gradient before being embedded with paraffin. Sections of 4-μm thickness were used for staining in a Dako Autostainer described in [6]. The antibodies used in the study are Cleaved Caspase 3, (1:200, #9664, Cell Signaling Technology, (Danvers, MA, USA) and Ki67, (1:100, #RM-9106-S1, Thermo Fisher Scientific, (Waltham, MA, USA). The details of imaging and quantifications are also described in our previous publication [6].
4.9. Calculation of IC50 and Combination Index (CI) Values
IC50 values were calculated from the relative viability results of ATP assays, and were derived by a sigmoidal dose (log)-response (variable slope) curve with GraphPad Prism 8 software. The combination index was calculated to determine the synergistic effects of the combination treatment, using Compusyn software (version 1); values <0.9 indicate synergism and smaller CI values indicate stronger synergy [62].
4.10. Statistical Analysis
GraphPad Prism V8 software was used to make the graphs and the statistical analyses. We used t-tests or one-way ANOVAs followed by appropriate post-hoc tests to determine if the experimental groups were significantly different. Data of the mouse xenograft studies were analyzed by two-way/mixed model ANOVA followed by appropriate post-hoc tests.
5. Conclusions
In summary, our data indicate that targeting the apoptosis pathway using two different BH3 mimetics is effective in inducing cell death in melanomas. This combination of BH3 mimetics offers a potential therapeutic strategy for the treatment of advanced melanomas, including those without BRAF hotspot mutations. Additionally, our data suggests that this can be accomplished with minimal toxicity, however this needs further examination in the clinical setting. Therefore, this study can serve as the starting point for clinical trials that combines MCL1 inhibitors with BCL2 inhibitors for patients with advanced melanoma.
Acknowledgments
We thank the University of Colorado Skin Cancer Biorepository, Kasey L Couts, and Morgan MacBeth for providing human melanoma samples and melanoma cell lines. We thank the CU Office of Laboratory Animal Resources (OLAR) Veterinary technicians for their help with the animal experiments. We also express our gratitude to Tugy Chimed (Antonio Jimeno lab at the Division of Medical Oncology, University of Colorado Denver Anschutz Medical Campus) for her technical expertise with the immunohistochemistry experiments.
Abbreviations
MCL1 | Myeloid cell leukemia sequence 1 |
BCL2 | B-cell CLL/lymphoma 2 |
BIM | BCL2-like 11 (apoptosis facilitator) |
PARP | Poly ADP-ribose polymerase 1 |
NOXA | Phorbol-12-myristate-13-acetate-induced protein 1 |
BID | BH3 Interacting Domain Death Agonist |
CASP8 | Caspase 8 |
PDCD4 | Programmed cell death protein 4 |
CRISPR | Clustered regularly interspaced short palindromic repeats |
BRAF | B-Raf proto-oncogene |
BH3 | Bcl-2 Homology 3 |
ABT-199 | Abbott Laboratories, a Bcl-2 selective BH3 mimetic |
FDA | U.S. Food and Drug Administration |
RAS | Rat sarcoma family of oncogenes |
NF1 | Neurofibromin 1 |
NRAS | Neuroblastoma RAS Proto Oncogene |
SEM | Standard error of the mean |
MEK | Mitogen-activated protein kinase family |
Supplementary Materials
The following are available online at Supplementary Data https://www.mdpi.com/2072-6694/12/8/2182/s1, Figure S1: The combination of S63845 + ABT-199 kills BRAF-WT melanoma cell in vitro at sub-micromolar dose, Figure S2: S63845 combined with ABT-199 induced apoptosis in melanoma cells, Figure S3: Representative bright-field images of Ki67 and Cleaved Caspase 3 staining from tumor sections derived from mouse xenografts experiments of Figure 3, Figure S4: Immunoblot with tumor cell lysates collected from the mouse xenograft experiment of Figure 3, Figure S5: The combination of S63845 + ABT-199 kills BRAF-V600E melanoma cells in vivo at higher frequency of treatment, Figure S6: Endogenous level of BID in melanoma cell lines and patient samples, Figure S7: Full immunoblot images of bands shown in Figure 1e, Figure S8: Full immunoblot images of bands shown in Figure 2e, Figure S9: Full immunoblot images of bands shown in Supplementary Figure S4, Figure S10: Full immunoblot images of bands shown in Figure 5, Figure S11: Full immunoblot images of bands shown in Supplementary Figure S6, Table S1: Comparison of the mRNA expression from the TCGA cutaneous melanoma data set, Table S2: Comparison of the protein expression from the TCGA cutaneous melanoma RPPA data set, Table S3: Details of the melanoma lines used in the study and IC50 of indicated drugs, Table S4: p values for ATP assay of S63845+ABT-199 Combination (Figure 2a), Table S5: p values for Figure 4, Table S6: p values for Figure 6.
Author Contributions
All authors had access to the study data and reviewed and approved the final manuscript. Y.G.S., N.M., C.M.A., W.A.R., D.A.N. designed and came up the concepts for the work; N.M., C.M.A., J.S., K.J.T., R.V.G. acquired data; N.M., C.M.A. and Y.G.S. drafted the manuscript; N.M., Y.G.S., C.M.A., K.A.L., W.A.R., R.M.W., C.R.D., R.P.T., M.D.M., M.F., J.S., K.J.T. and D.A.N. contributed to data analysis and interpretation, as well as revisions of the manuscript. All authors have read and agreed to the published version of the manuscript.
Funding
This work was supported in part by a Veterans Administration merit grant from the Department of Veterans Affairs (Veterans Health Administration, Office of Research and Development, Biomedical Laboratory Research and Development) to D.A.N., a pilot grant to Y.G.S. from University of Colorado Skin Disease Research Center grant (supported by NIAMS Skin Disease Research Core Center grant P30 AR 057212), and a Cancer League of Colorado Team Award to Y.G.S. and M.D.M. In addition, K.J.T. was supported by Gates Center Summer Internship Program, which is funded by generous charitable gifts from Rhondda and Peter Grant, Monty and Frank Kugeler, and the Walter S. Rosenberry III Charitable Trust.
Conflicts of Interest
The authors declare no conflict of interest.
References
- 1.Montero J., Letai A. Why do BCL-2 inhibitors work and where should we use them in the clinic? Cell Death Differ. 2018;25:56–64. doi: 10.1038/cdd.2017.183. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Khaw S.L., Lessene G. A promising future for inducers of apoptosis. Medicographia. 2018;38:4. [Google Scholar]
- 3.Adams J.M., Cory S. The BCL-2 arbiters of apoptosis and their growing role as cancer targets. Cell Death Differ. 2018;25:27–36. doi: 10.1038/cdd.2017.161. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Delbridge A.R., Strasser A. The BCL-2 protein family, BH3-mimetics and cancer therapy. Cell Death Differ. 2015;22:1071–1080. doi: 10.1038/cdd.2015.50. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Juárez-Salcedo L.M., Desai V., Dalia S. Venetoclax: Evidence to date and clinical potential. Drugs Context. 2019;8:212574. doi: 10.7573/dic.212574. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Mukherjee N., Skees J., Todd K.J., West D.A., Lambert K.A., Robinson W.A., Amato C.M., Couts K.L., Van Gullick R., MacBeth M., et al. MCL1 inhibitors S63845/MIK665 plus Navitoclax synergistically kill difficult-to-treat melanoma cells. Cell Death Dis. 2020;11:443. doi: 10.1038/s41419-020-2646-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Lee E.F., Harris T.J., Tran S., Evangelista M., Arulananda S., John T., Ramnac C., Hobbs C., Zhu H., Gunasingh G., et al. BCL-XL and MCL-1 are the key BCL-2 family proteins in melanoma cell survival. Cell Death Dis. 2019;10:342. doi: 10.1038/s41419-019-1568-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Scott L.J. Venetoclax: A Review in Relapsed/Refractory Chronic Lymphocytic Leukemia. Target. Oncol. 2019;14:493–504. doi: 10.1007/s11523-019-00673-1. [DOI] [PubMed] [Google Scholar]
- 9.Chonghaile T.N. BH3 mimetics: Weapons of cancer cell destruction. Sci. Transl. Med. 2019;11:eaaw5311. doi: 10.1126/scitranslmed.aaw5311. [DOI] [Google Scholar]
- 10.Schvartsman G., Taranto P., Glitza I.C., Agarwala S.S., Atkins M.B., Buzaid A.C. Management of metastatic cutaneous melanoma: Updates in clinical practice. Ther. Adv. Med. Oncol. 2019;11:1758835919851663. doi: 10.1177/1758835919851663. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Cancer Genome Atlas Network Genomic Classification of Cutaneous Melanoma. Cell. 2015;161:1681–1696. doi: 10.1016/j.cell.2015.05.044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Touzeau C., Ryan J., Guerriero J., Moreau P., Chonghaile T.N., Le Gouill S., Richardson P., Anderson K., Amiot M., Letai A. BH3 profiling identifies heterogeneous dependency on Bcl-2 family members in multiple myeloma and predicts sensitivity to BH3 mimetics. Leukemia. 2016;30:761–764. doi: 10.1038/leu.2015.184. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Pan R., Hogdal L.J., Benito J.M., Bucci D., Han L., Borthakur G., Cortes J., DeAngelo D.J., Debose L., Mu H., et al. Selective BCL-2 inhibition by ABT-199 causes on-target cell death in acute myeloid leukemia. Cancer Discov. 2014;4:362–375. doi: 10.1158/2159-8290.CD-13-0609. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Vaillant F., Merino D., Lee L., Breslin K., Pal B., Ritchie M.E., Smyth G.K., Christie M., Phillipson L.J., Burns C.J., et al. Targeting BCL-2 with the BH3 Mimetic ABT-199 in Estrogen Receptor-Positive Breast Cancer. Cancer Cell. 2013;24:120–129. doi: 10.1016/j.ccr.2013.06.002. [DOI] [PubMed] [Google Scholar]
- 15.Bate-Eya L.T., den Hartog I.J., van der Ploeg I., Schild L., Koster J., Santo E.E., Westerhout E.M., Versteeg R., Caron H.N., Molenaar J.J., et al. High efficacy of the BCL-2 inhibitor ABT199 (venetoclax) in BCL-2 high-expressing neuroblastoma cell lines and xenografts and rational for combination with MCL-1 inhibition. Oncotarget. 2016;7:27946–27958. doi: 10.18632/oncotarget.8547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Li Z., He S., Look A.T. The MCL1-specific inhibitor S63845 acts synergistically with venetoclax/ABT-199 to induce apoptosis in T-cell acute lymphoblastic leukemia cells. Leukemia. 2019;33:262–266. doi: 10.1038/s41375-018-0201-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kotschy A., Szlavik Z., Murray J., Davidson J., Maragno A.L., Le Toumelin-Braizat G., Chanrion M., Kelly G.L., Gong J.N., Moujalled D.M., et al. The MCL1 inhibitor S63845 is tolerable and effective in diverse cancer models. Nature. 2016;538:477–482. doi: 10.1038/nature19830. [DOI] [PubMed] [Google Scholar]
- 18.Ahmed F., Haass N.K. Microenvironment-Driven Dynamic Heterogeneity and Phenotypic Plasticity as a Mechanism of Melanoma Therapy Resistance. Front. Oncol. 2018;8 doi: 10.3389/fonc.2018.00173. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Shannan B., Perego M., Somasundaram R., Herlyn M. Heterogeneity in Melanoma. Volume 167. Springer; Berlin, Germany: 2015. [DOI] [PubMed] [Google Scholar]
- 20.Stevens B.M., Khan N., D’Alessandro A., Nemkov T., Winters A., Jones C.L., Zhang W., Pollyea D.A., Jordan C.T. Characterization and targeting of malignant stem cells in patients with advanced myelodysplastic syndromes. Nat. Commun. 2018;9:3694. doi: 10.1038/s41467-018-05984-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Pollyea D.A., Jordan C.T. Therapeutic targeting of acute myeloid leukemia stem cells. Blood. 2017;129:1627–1635. doi: 10.1182/blood-2016-10-696039. [DOI] [PubMed] [Google Scholar]
- 22.Marzagalli M., Moretti R.M., Messi E., Marelli M.M., Fontana F., Anastasia A., Bani M.R., Beretta G., Limonta P. Targeting melanoma stem cells with the Vitamin E derivative δ-tocotrienol. Sci. Rep. 2018;8:587. doi: 10.1038/s41598-017-19057-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Pietrobono S., Morandi A., Gagliardi S., Gerlini G., Borgognoni L., Chiarugi P., Arbiser J.L., Stecca B. Down-Regulation of SOX2 Underlies the Inhibitory Effects of the Triphenylmethane Gentian Violet on Melanoma Cell Self-Renewal and Survival. J. Investig. Dermatol. 2016;136:2059–2069. doi: 10.1016/j.jid.2016.06.610. [DOI] [PubMed] [Google Scholar]
- 24.Lee C.H., Yu C.C., Wang B.Y., Chang W.W. Tumorsphere as an effective in vitro platform for screening anti-cancer stem cell drugs. Oncotarget. 2016;7:1215–1226. doi: 10.18632/oncotarget.6261. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Santini R., Pietrobono S., Pandolfi S., Montagnani V., D’Amico M., Penachioni J.Y., Vinci M.C., Borgognoni L., Stecca B. SOX2 regulates self-renewal and tumorigenicity of human melanoma-initiating cells. Oncogene. 2014;33:4697–4708. doi: 10.1038/onc.2014.71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Santini R., Vinci M.C., Pandolfi S., Penachioni J.Y., Montagnani V., Olivito B., Gattai R., Pimpinelli N., Gerlini G., Borgognoni L., et al. Hedgehog-GLI signaling drives self-renewal and tumorigenicity of human melanoma-initiating cells. Stem Cells. 2012;30:1808–1818. doi: 10.1002/stem.1160. [DOI] [PubMed] [Google Scholar]
- 27.Clarke M.F., Dick J.E., Dirks P.B., Eaves C.J., Jamieson C.H., Jones D.L., Visvader J., Weissman I.L., Wahl G.M. Cancer stem cells-perspectives on current status and future directions: AACR Workshop on cancer stem cells. Cancer Res. 2006;66:9339–9344. doi: 10.1158/0008-5472.CAN-06-3126. [DOI] [PubMed] [Google Scholar]
- 28.Stecca B., Santini R., Pandolfi S., Penachioni J.Y. Culture and isolation of melanoma-initiating cells. Curr. Protoc. Stem Cell Biol. 2013;24:3–6. doi: 10.1002/9780470151808.sc0306s24. [DOI] [PubMed] [Google Scholar]
- 29.Visvader J.E., Lindeman G.J. Cancer stem cells in solid tumours: Accumulating evidence and unresolved questions. Nat. Rev. Cancer. 2008;8:755–768. doi: 10.1038/nrc2499. [DOI] [PubMed] [Google Scholar]
- 30.Haschka M.D., Soratroi C., Kirschnek S., Häcker G., Hilbe R., Geley S., Villunger A., Fava L.L. The NOXA-MCL1-BIM axis defines lifespan on extended mitotic arrest. Nat. Commun. 2015;6:6891. doi: 10.1038/ncomms7891. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Liu Y., Mondello P., Erazo T., Tannan N.B., Asgari Z., de Stanchina E., Nanjangud G., Seshan V.E., Wang S., Wendel H.G., et al. NOXA genetic amplification or pharmacologic induction primes lymphoma cells to BCL2 inhibitor-induced cell death. Proc. Natl. Acad. Sci. USA. 2018;115:12034–12039. doi: 10.1073/pnas.1806928115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Prukova D., Andera L., Nahacka Z., Karolova J., Svaton M., Klanova M., Havranek O., Soukup J., Svobodova K., Zemanova Z., et al. Cotargeting of BCL2 with Venetoclax and MCL1 with S63845 Is Synthetically Lethal In Vivo in Relapsed Mantle Cell Lymphoma. Clin. Cancer Res. 2019;25:4455–4465. doi: 10.1158/1078-0432.CCR-18-3275. [DOI] [PubMed] [Google Scholar]
- 33.Ewald L., Dittmann J., Vogler M., Fulda S. Side-by-side comparison of BH3-mimetics identifies MCL-1 as a key therapeutic target in AML. Cell Death Dis. 2019;10:917. doi: 10.1038/s41419-019-2156-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Florent R., Weiswald L.B., Lambert B., Brotin E., Abeilard E., Louis M.H., Babin G., Poulain L., N’Diaye M. Bim, Puma and Noxa upregulation by Naftopidil sensitizes ovarian cancer to the BH3-mimetic ABT-737 and the MEK inhibitor Trametinib. Cell Death Dis. 2020;11:380. doi: 10.1038/s41419-020-2588-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Britt E.L., Raman S., Leek K., Sheehy C.H., Kim S.W., Harada H. Combination of fenretinide and ABT-263 induces apoptosis through NOXA for head and neck squamous cell carcinoma treatment. PLoS ONE. 2019;14:e0219398. doi: 10.1371/journal.pone.0219398. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Mukherjee N., Strosnider A., Vagher B., Lambert K.A., Slaven S., Robinson W.A., Amato C.M., Couts K.L., Bemis J.G.T., Turner J.A., et al. BH3 mimetics induce apoptosis independent of DRP-1 in melanoma. Cell Death Dis. 2018;9:907. doi: 10.1038/s41419-018-0932-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Mukherjee N., Lu Y., Almeida A., Lambert K., Shiau C.W., Su J.C., Luo Y., Fujita M., Robinson W.A., Robinson S.E., et al. Use of a MCL-1 inhibitor alone to de-bulk melanoma and in combination to kill melanoma initiating cells. Oncotarget. 2017;8:46801–46817. doi: 10.18632/oncotarget.8695. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Mukherjee N., Almeida A., Partyka K.A., Lu Y., Schwan J.V., Lambert K., Rogers M., Robinson W.A., Robinson S.E., Applegate A.J., et al. Combining a GSI and BCL-2 inhibitor to overcome melanoma’s resistance to current treatments. Oncotarget. 2016;7:84594–84607. doi: 10.18632/oncotarget.13141. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Mukherjee N., Schwan J.V., Fujita M., Norris D.A., Shellman Y.G. Alternative Treatments for Melanoma: Targeting BCL-2 Family Members to De-Bulk and Kill Cancer Stem Cells. J. Investig. Dermatol. 2015;135:2155–2161. doi: 10.1038/jid.2015.145. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Mukherjee N., Reuland S.N., Lu Y., Luo Y., Lambert K., Fujita M., Robinson W.A., Robinson S.E., Norris D.A., Shellman Y.G. Combining a BCL2 Inhibitor with the Retinoid Derivative Fenretinide Targets Melanoma Cells Including Melanoma Initiating Cells. J. Investig. Dermatol. 2015;135:842–850. doi: 10.1038/jid.2014.464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Morales A.A., Gutman D., Lee K.P., Boise L.H. BH3-only proteins Noxa, Bmf, and Bim are necessary for arsenic trioxide–induced cell death in myeloma. Blood. 2008;111:5152–5162. doi: 10.1182/blood-2007-10-116889. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Larkin J., Chiarion-Sileni V., Gonzalez R., Grob J.J., Rutkowski P., Lao C.D., Cowey C.L., Schadendorf D., Wagstaff J., Dummer R., et al. Five-Year Survival with Combined Nivolumab and Ipilimumab in Advanced Melanoma. N. Engl. J. Med. 2019;381:1535–1546. doi: 10.1056/NEJMoa1910836. [DOI] [PubMed] [Google Scholar]
- 43.Robert C., Grob J.J., Stroyakovskiy D., Karaszewska B., Hauschild A., Levchenko E., Chiarion Sileni V., Schachter J., Garbe C., Bondarenko I., et al. Five-Year Outcomes with Dabrafenib plus Trametinib in Metastatic Melanoma. N. Engl. J. Med. 2019;381:626–636. doi: 10.1056/NEJMoa1904059. [DOI] [PubMed] [Google Scholar]
- 44.Hintzsche J.D., Gorden N.T., Amato C.M., Kim J., Wuensch K.E., Robinson S.E., Applegate A.J., Couts K.L., Medina T.M., Wells K.R., et al. Whole-exome sequencing identifies recurrent SF3B1 R625 mutation and comutation of NF1 and KIT in mucosal melanoma. Melanoma Res. 2017;27:189–199. doi: 10.1097/CMR.0000000000000345. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Harel M., Ortenberg R., Varanasi S.K., Mangalhara K.C., Mardamshina M., Markovits E., Baruch E.N., Tripple V., Arama-Chayoth M., Greenberg E., et al. Proteomics of Melanoma Response to Immunotherapy Reveals Mitochondrial Dependence. Cell. 2019;179:236–250. doi: 10.1016/j.cell.2019.08.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Schadendorf D., Hodi F.S., Robert C., Weber J.S., Margolin K., Hamid O., Patt D., Chen T.-T., Berman D.M., Wolchok J.D. Pooled Analysis of Long-Term Survival Data from Phase II and Phase III Trials of Ipilimumab in Unresectable or Metastatic Melanoma. J. Clin. Oncol. 2015;33:1889–1894. doi: 10.1200/JCO.2014.56.2736. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Wei A.H., Roberts A.W., Spencer A., Rosenberg A.S., Siegel D., Walter R.B., Caenepeel S., Hughes P., McIver Z., Mezzi K., et al. Targeting MCL-1 in hematologic malignancies: Rationale and progress. Blood Rev. 2020:100672. doi: 10.1016/j.blre.2020.100672. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Moujalled D.M., Pomilio G., Ghiurau C., Ivey A., Salmon J., Rijal S., Macraild S., Zhang L., Teh T.C., Tiong I.S., et al. Combining BH3-mimetics to target both BCL-2 and MCL1 has potent activity in pre-clinical models of acute myeloid leukemia. Leukemia. 2019;33:905–917. doi: 10.1038/s41375-018-0261-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Hird A.W., Tron A.E. Recent advances in the development of Mcl-1 inhibitors for cancer therapy. Pharmacol. Ther. 2019;198:59–67. doi: 10.1016/j.pharmthera.2019.02.007. [DOI] [PubMed] [Google Scholar]
- 50.Tron A.E., Belmonte M.A., Adam A., Aquila B.M., Boise L.H., Chiarparin E., Cidado J., Embrey K.J., Gangl E., Gibbons F.D., et al. Discovery of Mcl-1-specific inhibitor AZD5991 and preclinical activity in multiple myeloma and acute myeloid leukemia. Nat. Commun. 2018;9:5341. doi: 10.1038/s41467-018-07551-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Caenepeel S., Brown S.P., Belmontes B., Moody G., Keegan K.S., Chui D., Whittington D.A., Huang X., Poppe L., Cheng A.C., et al. AMG 176, a Selective MCL1 Inhibitor, Is Effective in Hematologic Cancer Models Alone and in Combination with Established Therapies. Cancer Discov. 2018;8:1582–1597. doi: 10.1158/2159-8290.Cd-18-0387. [DOI] [PubMed] [Google Scholar]
- 52.Seiller C., Maiga S., Touzeau C., Bellanger C., Kervoëlen C., Descamps G., Maillet L., Moreau P., Pellat-Deceunynck C., Gomez-Bougie P., et al. Dual targeting of BCL2 and MCL1 rescues myeloma cells resistant to BCL2 and MCL1 inhibitors associated with the formation of BAX/BAK hetero-complexes. Cell Death Dis. 2020;11:316. doi: 10.1038/s41419-020-2505-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Fang H., Harned T.M., Kalous O., Maldonado V., DeClerck Y.A., Reynolds C.P. Synergistic activity of fenretinide and the Bcl-2 family protein inhibitor ABT-737 against human neuroblastoma. Clin. Cancer Res. 2011;17:7093–7104. doi: 10.1158/1078-0432.CCR-11-0578. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Keuling A.M., Felton K.E.A., Parker A.A.M., Akbari M., Andrew S.E., Tron V.A. RNA Silencing of Mcl-1 Enhances ABT-737-Mediated Apoptosis in Melanoma: Role for a Caspase-8-Dependent Pathway. PLoS ONE. 2009;4:e6651. doi: 10.1371/journal.pone.0006651. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Kang M.H., Wan Z., Kang Y.H., Sposto R., Reynolds C.P. Mechanism of synergy of N-(4-hydroxyphenyl)retinamide and ABT-737 in acute lymphoblastic leukemia cell lines: Mcl-1 inactivation. J. Natl. Cancer Inst. 2008;100:580–595. doi: 10.1093/jnci/djn076. [DOI] [PubMed] [Google Scholar]
- 56.Mukherjee N., Norris D.A., Shellman Y.G. BCL2 Family of Proteins in BRAF-MUT vs BRAF-WT Melanomas. University of Colorado Anschutz Medical Campus; Aurora, CO, USA: 2020. unpublished. [Google Scholar]
- 57.Goldstein N.B., Johannes W.U., Gadeliya A.V., Green M.R., Fujita M., Norris D.A., Shellman Y.G. Active N-Ras and B-Raf inhibit anoikis by downregulating Bim expression in melanocytic cells. J. Investig. Dermatol. 2009;129:432–437. doi: 10.1038/jid.2008.227. [DOI] [PubMed] [Google Scholar]
- 58.Cartlidge R.A., Thomas G.R., Cagnol S., Jong K.A., Molton S.A., Finch A.J., McMahon M. Oncogenic BRAF(V600E) inhibits BIM expression to promote melanoma cell survival. Pigment Cell Melanoma Res. 2008;21:534–544. doi: 10.1111/j.1755-148X.2008.00491.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Reuland S.N., Goldstein N.B., Partyka K.A., Cooper D.A., Fujita M., Norris D.A., Shellman Y.G. The combination of BH3-mimetic ABT-737 with the alkylating agent temozolomide induces strong synergistic killing of melanoma cells independent of p53. PLoS ONE. 2011;6:e24294. doi: 10.1371/journal.pone.0024294. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Ruth M.C., Xu Y., Maxwell I.H., Ahn N.G., Norris D.A., Shellman Y.G. RhoC Promotes Human Melanoma Invasion in a PI3K/Akt-Dependent Pathway. J. Investig. Dermatol. 2006;126:862–868. doi: 10.1038/sj.jid.5700211. [DOI] [PubMed] [Google Scholar]
- 61.Keysar S.B., Gomes N., Miller B., Jackson B.C., Le P.N., Morton J.J., Reisinger J., Chimed T.-S., Gomez K.E., Nieto C., et al. Inhibiting translation elongation with SVC112 suppresses cancer stem cells and inhibits growth in head and neck squamous carcinoma. Cancer Res. 2020;80:1183–1198. doi: 10.1158/0008-5472.CAN-19-3232. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Chou T.C. Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies. Pharmacol. Rev. 2006;58:621–681. doi: 10.1124/pr.58.3.10. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.