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Supplemental cell lines list

Evaluation of AXL inhibitor R428.

Supplemental Figure 2 shows impact of UNC2025 on colony forming potential.

Supplemental Figure 4 shows TAM-family kinase expression in melanoma cell lines.

PDF - 164KB, Jurkat and 697 cell cultures were treated with UNC569 (500 nM) for 1 hour. Pervanadate was added to cell cultures for 3 minutes to stabilize the phosphorylated form of Mer. Cells were harvested after 24 and after 48 hours. Mer was immunoprecipitated from cell lysates and total Mer protein and Mer phosphoprotein (p-Mer) were detected by western blot.

Supplemental Figure 7 shows combined UNC2025 and vemurafenib treatment is tolerated in mice.

Supplemental Table 1: Concentration of UNC2025 in Mouse Serum and Tumors.

PDF - 172KB, Jurkat cell cultures were treated with the indicated concentrations of UNC569 for 1 hour. Pervanadate was added to cell cultures for 3 minutes to stabilize the phosphorylated form of Tyro3. Tyro3 was immunoprecipitated from cell lysates and total Tyro3 protein and Tyro3 phosphoprotein (p-Tyro3) were detected by western blot. Numbers on the right indicate the location of molecular weight (kD) markers. Immunoblots are representative of three independent experiments.

PDF - 294KB, TAM receptor expression in Jurkat cell line was detected by western blot analysis. Whole cell lysates were prepared and phosphorylated (denoted by p-) and total proteins were detected. Western blots representative of three independent experiments are shown. Blots were stripped and reprobed with anti-tubulin antibody to confirm similar protein loading.

PDF - 634KB, Eighteen fish (Myc1-Myc18) were treated with UNC569 for 2 weeks. Animals were imaged pre- and post-treatment, with GFP intensities quantified as described in the text. Ten of 18 fish (55.6%; Myc1-Myc8, Myc10, Myc16) showed >50% regressions. Six fish (33.3%; Myc9, Myc11-15) had 25-50% responses, and 2/18 (11.1%; Myc17, Myc18) progressed on treatment. Average diminution in tumor burden across the entire cohort was 47.8%. Four images are shown for each animal: Day 0 columns shows the raw image and GFP intensity plot for each fish prior to UNC treatment. Day 14 columns show post-treatment images and intensity plots. GFP Score day 14 columns show final responses, depicted as % of original cancer remaining.

Supplemental Figures 6 shows efficacy of UNC2025 in a melanoma wild-type PDX mode.

The TAM (TYRO3, AXL, MERTK) family receptor tyrosine kinases (RTK) play an important role in promoting growth, survival, and metastatic spread of several tumor types. AXL and MERTK are overexpressed in head and neck squamous cell carcinoma (HNSCC), triple-negative breast cancer (TNBC), and non–small cell lung cancer (NSCLC), malignancies that are highly metastatic and lethal. AXL is the most well-characterized TAM receptor and mediates resistance to both conventional and targeted cancer therapies. AXL is highly expressed in aggressive tumor types, and patients with cancer are currently being enrolled in clinical trials testing AXL inhibitors. In this study, we analyzed the effects of AXL inhibition using a small-molecule AXL inhibitor, a monoclonal antibody (mAb), and siRNA in HNSCC, TNBC, and NSCLC preclinical models. Anti-AXL–targeting strategies had limited efficacy across these different models that, our data suggest, could be attributed to upregulation of MERTK. MERTK expression was increased in cell lines and patient-derived xenografts treated with AXL inhibitors and inhibition of MERTK sensitized HNSCC, TNBC, and NSCLC preclinical models to AXL inhibition. Dual targeting of AXL and MERTK led to a more potent blockade of downstream signaling, synergistic inhibition of tumor cell expansion in culture, and reduced tumor growth in vivo. Furthermore, ectopic overexpression of MERTK in AXL inhibitor–sensitive models resulted in resistance to AXL-targeting strategies. These observations suggest that therapeutic strategies cotargeting both AXL and MERTK could be highly beneficial in a variety of tumor types where both receptors are expressed, leading to improved survival for patients with lethal malignancies. Mol Cancer Ther; 17(11); 2297–308. ©2018 AACR.

Supplemental Figure 3 shows impact of UNC2025 on cell viability.

Treatment of non–small cell lung cancer (NSCLC) has been transformed by targeted therapies directed against molecular aberrations specifically activated within an individual patient's tumor. However, such therapies are currently only available against a small number of such aberrations, and new targets and therapeutics are needed. Our laboratory has previously identified the MERTK receptor tyrosine kinase (RTK) as a potential drug target in multiple cancer types, including NSCLC. We have recently developed UNC2025—the first-in-class small molecule inhibitor targeting MERTK with pharmacokinetic properties sufficient for clinical translation. Here, we utilize this compound to further validate the important emerging biologic functions of MERTK in lung cancer pathogenesis, to establish that MERTK can be effectively targeted by a clinically translatable agent, and to demonstrate that inhibition of MERTK is a valid treatment strategy in a wide variety of NSCLC lines independent of their driver oncogene status, including in lines with an EGFR mutation, a KRAS/NRAS mutation, an RTK fusion, or another or unknown driver oncogene. Biochemically, we report the selectivity of UNC2025 for MERTK, and its inhibition of oncogenic downstream signaling. Functionally, we demonstrate that UNC2025 induces apoptosis of MERTK-dependent NSCLC cell lines, while decreasing colony formation in vitro and tumor xenograft growth in vivo in murine models. These findings provide further evidence for the importance of MERTK in NSCLC, and demonstrate that MERTK inhibition by UNC2025 is a feasible, clinically relevant treatment strategy in a wide variety of NSCLC subtypes, which warrants further investigation in clinical trials. Mol Cancer Ther; 14(9); 2014–22. ©2015 AACR.

Supplemental Figure 3: pMERTK and MERTK are not Predictive of Sensitivity to UNC2025.

Supplemental Figure 1: Lack of Expression of Relevant Potential Off-Target Kinases.Sub-confluent cultures of the H2228, A549, Colo699, and H1299 NSCLC cell lines were lysed.

PDF - 358KB, Cells were plated in methylcellulose in the presence of the indicated concentrations of UNC1653 or vehicle only. Colonies were counted after eight days. Long-term colony growth of Jurkat cells in methylcellulose is shown. Mean values and standard errors were derived from 3 independent experiments.

Supplemental Figure 2: UNC2025 Inhibits Survivin Expression in Various Cancer Types.

1uM CO-1686

Supplemental Tables 1-4. Table 1: pLKO shRNA clone information and antibody information. Table 2: Combination Indices to assess for synergism. Table 3: Quantitative 1H-, 31P- and 13C-NMR analysis of K562 CML cells treated with vehicle imatinib, oligomycin-A or the combination imatinib + oligomycin-A. Table 4: Complete blood counts and metabolic profiles after in vivo treatment with Oligomycin-A

Purpose:Lung cancer is the leading cause of cancer-related death. Non–small cell lung cancer (NSCLC) accounts for 85% of all lung cancers and over 60% express wild-type EGFR (wtEGFR); however, EGFR tyrosine kinase inhibitors (TKIs) have limited effect in most patients with wtEGFR tumors. We previously identified MERTK tyrosine kinase as a potential therapeutic target in NSCLC and developed MRX-2843, a novel MERTK-selective inhibitor with favorable properties for clinical translation. The goal of this study was to determine whether MERTK and EGFR inhibitor combination therapy could provide antitumor efficacy against wtEGFR NSCLC.Experimental Design: An unbiased screen of 378 kinase inhibitors was conducted to identify synergistic interactions with MRX-2843 and biochemical and therapeutic effects were determined in vitro and in vivo.Results:Numerous irreversible EGFR TKIs, including CO-1686 and osimertinib, synergized with MRX-2843 to inhibit wtEGFR NSCLC cell expansion, irrespective of driver oncogene status. CO-1686 and MRX-2843 combination therapy inhibited MERTK, wtEGFR, and ERBB2/ERBB3 and decreased downstream PI3K-AKT, MAPK-ERK, and AURORA kinase (AURK) signaling more effectively than single agents. Inhibition of PI3K, AKT or AURK, but not MEK, synergized with CO-1686 to inhibit tumor cell expansion, suggesting their roles as key redundant resistance pathways. Treatment with MRX-2843 and CO-1686 or osimertinib prevented xenograft growth while single agents had limited effect. Tumor growth inhibition was durable even after treatment with combination therapy was stopped.Conclusions:Our data support the application of MRX-2843 in combination with an irreversible EGFR TKI as a novel strategy for treatment of patients with wtEGFR NSCLC.

Purpose: MERTK tyrosine kinase is ectopically expressed in 30% to 50% of acute lymphoblastic leukemias (ALL) and more than 80% of acute myeloid leukemias (AML) and is a potential therapeutic target. Here, we evaluated the utility of UNC2025, a MERTK tyrosine kinase inhibitor, for treatment of acute leukemia.Experimental Design: Preclinical in vitro and in vivo assays using cell lines and primary leukemia patient samples were used to evaluate antileukemic effects of UNC2025.Results: UNC2025 potently inhibited prosurvival signaling, induced apoptosis, and reduced proliferation and colony formation in MERTK-expressing ALL and AML cell lines and patient samples. Approximately 30% of primary leukemia patient samples (78 of 261 total) were sensitive to UNC2025. Sensitive samples were most prevalent in the AML, T-ALL, and minimally differentiated (M0) AML subsets. UNC2025 inhibited MERTK in bone marrow leukemia cells and had significant therapeutic effects in xenograft models, with dose-dependent decreases in tumor burden and consistent two-fold increases in median survival, irrespective of starting disease burden. In a patient-derived AML xenograft model, treatment with UNC2025 induced disease regression. In addition, UNC2025 increased sensitivity to methotrexate in vivo, suggesting that addition of MERTK-targeted therapy to current cytotoxic regimens may be particularly effective and/or allow for chemotherapy dose reduction.Conclusions: The broad-spectrum activity mediated by UNC2025 in leukemia patient samples and xenograft models, alone or in combination with cytotoxic chemotherapy, supports continued development of MERTK inhibitors for treatment of leukemia. Clin Cancer Res; 23(6); 1481–92. ©2016 AACR.

Supplemental Table 1: Antibody Suppliers and Catalog Numbers Supplemental Table 2: Cell Cycle Profiles in Acute Leukemia Cell Lines Treated with UNC2025. Mean values, standard errors, and p values compared to vehicle treatment from 3 independent experiments are shown. (NS=Not Significant, *p

Supplemental Figures 1-8. Figure 1. Mitochondrial metabolism becomes essential for TKI-treated BCR-ABL+ leukemia cells. Figure 2: Oligomycin-A sensitizes cells to BCR-ABL inhibition. Figure 3. Oligomycin-A sensitizes cells to BCR-ABL inhibition. Figure 4. Oligomycin-A sensitizes acute myeloid leukemia cells to TKI. Figure 5. Low nM concentrations of oligomycin-A do not perturb the TCA cycle. Figure 6. Oligomycin-A disrupts mitochondrial functions in leukemia cells. Figure 7. Low dose oligomycin-A synergizes with TKI to eliminate leukemia in vivo with no significant toxicity. Figure 8. Model for how TKI treatment of leukemias creates an altered metabolic state sensitive to mitochondrial perturbations.

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Supplemental Methods. This supplementary file includes additional methods for sample preparation, Seahorse analysis of oxygen consumption rates, reactive oxygen species measurements, flow cytometry analysis, NMR analysis, RT-PCR conditions, quizartinib synthesis information.

Purpose: Although tyrosine kinase inhibitors (TKI) can be effective therapies for leukemia, they fail to fully eliminate leukemic cells and achieve durable remissions for many patients with advanced BCR-ABL+ leukemias or acute myelogenous leukemia (AML). Through a large-scale synthetic lethal RNAi screen, we identified pyruvate dehydrogenase, the limiting enzyme for pyruvate entry into the mitochondrial tricarboxylic acid cycle, as critical for the survival of chronic myelogenous leukemia (CML) cells upon BCR-ABL inhibition. Here, we examined the role of mitochondrial metabolism in the survival of Ph+ leukemia and AML upon TK inhibition.Experimental Design: Ph+ cancer cell lines, AML cell lines, leukemia xenografts, cord blood, and patient samples were examined.Results: We showed that the mitochondrial ATP-synthase inhibitor oligomycin-A greatly sensitized leukemia cells to TKI in vitro. Surprisingly, oligomycin-A sensitized leukemia cells to BCR-ABL inhibition at concentrations of 100- to 1,000-fold below those required for inhibition of respiration. Oligomycin-A treatment rapidly led to mitochondrial membrane depolarization and reduced ATP levels, and promoted superoxide production and leukemia cell apoptosis when combined with TKI. Importantly, oligomycin-A enhanced elimination of BCR-ABL+ leukemia cells by TKI in a mouse model and in primary blast crisis CML samples. Moreover, oligomycin-A also greatly potentiated the elimination of FLT3-dependent AML cells when combined with an FLT3 TKI, both in vitro and in vivo.Conclusions: TKI therapy in leukemia cells creates a novel metabolic state that is highly sensitive to particular mitochondrial perturbations. Targeting mitochondrial metabolism as an adjuvant therapy could therefore improve therapeutic responses to TKI for patients with BCR-ABL+ and FLT3ITD leukemias. Clin Cancer Res; 21(6); 1360–72. ©2014 AACR.

Although high-dose, multi-agent chemotherapy has improved leukemia survival rates in recent years, treatment outcomes remain poor in high-risk subsets, including acute myeloid leukemia (AML) and acute lymphoblastic leukemia (ALL) in infants. Development of new, more effective therapies for these patients is therefore an urgent, unmet clinical need. To address this challenge, we developed a nanoscale combination drug formulation that exploits ectopic expression of MERTK tyrosine kinase and dependency on BCL-2 family proteins for leukemia cell survival in pediatric AML andMLL-rearranged precursor B-cell ALL (infant ALL). In a novel, high-throughput combination drug screen, the MERTK/FLT3 inhibitor MRX-2843 synergized with venetoclax and other BCL-2 family protein inhibitors to reduce AML cell densityin vitro. Neural network models based on drug exposure and target gene expression were used to identify a classifier predictive of drug synergy in AML. To maximize the therapeutic potential of these findings, we developed a combination monovalent liposomal drug formulation that maintains ratiometric drug synergy in cell-free assays and following intracellular delivery. The translational potential of these nanoscale drug formulations was confirmed in a genotypically diverse set of primary AML patient samples and both the magnitude and frequency of synergistic responses were not only maintained but were improved following drug formulation. Together, these findings demonstrate a systematic, generalizable approach to combination drug screening, formulation, and development that maximizes therapeutic potential, was effectively applied to develop a novel nanoscale combination therapy for treatment of AML, and could be extended to other drug combinations or diseases in the future.

Motivation The application of machine learning (ML) techniques in the medical field has demonstrated both successes and challenges in the precision medicine era. The ability to accurately classify a subject as a potential responder versus a nonresponder to a given therapy is still an active area of research pushing the field to create new approaches for applying machine-learning techniques. In this study, we leveraged publicly available data through the BeatAML initiative. Specifically, we used gene count data, generated via RNA-seq, from 451 individuals matched with ex vivo data generated from treatment with RTK-type-III inhibitors. Three feature selection techniques were tested, principal component analysis, Shapley Additive Explanation (SHAP) technique and differential gene expression analysis, with three different classifiers, XGBoost, LightGBM and random forest (RF). Sensitivity versus specificity was analyzed using the area under the curve (AUC)-receiver operating curves (ROCs) for every model developed. Results Our work demonstrated that feature selection technique, rather than the classifier, had the greatest impact on model performance. The SHAP technique outperformed the other feature selection techniques and was able to with high accuracy predict outcome response, with the highest performing model: Foretinib with 89% AUC using the SHAP technique and RF classifier. Our ML pipelines demonstrate that at the time of diagnosis, a transcriptomics signature exists that can potentially predict response to treatment, demonstrating the potential of using ML applications in precision medicine efforts. Availability and implementation https://github.com/UD-CRPL/RCDML. Supplementary information Supplementary data are available at Bioinformatics Advances online.

Advances in multiagent chemotherapy have led to recent improvements in overall survival for patients with acute lymphoblastic leukemia (ALL); however, a significant fraction do not respond to frontline chemotherapy or later relapse with recurrent disease, after which long-term survival rates remain low. To address the challenge of developing new, effective treatment options for these patients, we conducted a series of high-throughput combination drug screens to identify chemotherapies that synergize in a lineage-specific manner with MRX-2843, a small molecule dual MERTK and FLT3 kinase inhibitor currently in clinical testing for treatment of relapsed/refractory leukemias and solid tumors. Using experimental and computational approaches, we found that MRX-2843 synergized strongly – and in a ratio-dependent manner – with vincristine chemotherapy to inhibit T-ALL cell expansion and, based on these findings, we developed multiagent lipid nanoparticle formulations of these drugs that not only constitutively maintained ratiometric drug synergy following T-ALL cell delivery, but also improved anti-leukemic activity following drug encapsulation. To determine the clinical relevance of these combination drug formulations and the therapeutic impact of ratiometric drug synergy, we compared the efficacy of lipid nanoparticles comprising synergistic, additive, and antagonistic ratios of MRX-2843 and vincristine, and observed that trends in in vitro synergy were directly recapitulated in primary T-ALL patient samples. Together, these findings present a systematic approach to high-throughput combination drug screening and multiagent drug delivery that maximizes the therapeutic potential of combined MRX-2843 and vincristine in T-ALL. This broadly generalizable approach could lead to the development of constitutively synergistic combination products for the treatment of cancer and other diseases.

MERTK tyrosine kinase expression is upregulated upon monocyte to macrophage differentiation. This receptor tyrosine kinase enables macrophages to efficiently clear apoptotic cells to maintain tissue homeostasis. Activation of MERTK in macrophages during efferocytosis promotes an immunosuppressive phenotype, which is hijacked by tumors to inhibit anti-tumor immunity. Further, this immunosuppressive phenotype in MERTK expressing macrophages in the tumor microenvironment is reversed using MERTK selective inhibitors, suggesting that inhibiting MERTK expression or activity in the tumor microenvironment may be of therapeutic benefit in the treatment of cancer. In an attempt to further understand the mechanism of MERTK upregulation in macrophages, we treated the monocytic leukemia cell line THP1 with PMA to differentiate the cells from a monocytic morphology to an adherent macrophage-like morphology. Following differentiation of the THP-1 cells, MERTK upregulation was confirmed by western blot and flow cytometry. In a similar fashion, treatment with of murine bone marrow derived monocytic cells with PMA induced MERTK expression. Proteomics cytokine array analysis also revealed increased levels of multiple chemokines including MCP-1 and RANTES. Treatment of THP-1 cells with a pan STAT inhibitor in the presence of PMA abrogated the induction of MERTK expression, suggesting a critical role for STAT pathways in the regulation of MERTK expression during monocyte differentiation to macrophages. Specifically, the STAT3 pathway was found to be important in MERTK regulation, as treatment with a STAT3 selective inhibitor was sufficient to abrogate MERTK expression in the presence of PMA treatment. Single cell sequencing of the immune cells in the bone marrow demonstrated Stat3 expression in monocytic lineage cells. Furthermore, both CD11C+Ly6c+CD45+ population and MERTK+CD11C+Ly6c+CD45+ populations were lower in Stat3 -/- bone marrow cells treated with PMA relative to the untreated cells. Collectively, these data suggest that MERTK expression during macrophage maturation may be mediated by STAT3 activation. Previously published data have also demonstrated that STAT3 can be activated downstream of MERTK activation. Thus, we propose that MERTK and STAT3 form a positive feedback loop during macrophage maturation. Treatment with either a MERTK and/or STAT3 inhibitor may interfere with this feedback pathway, potentially reversing an immunosuppressive phenotype in the macrophages in the tumor microenvironment. Citation Format: Dan Yan, Justus M. Huelse, Swati Sharma Bhasin, Manoj Bhasin, Deborah DeRyckere, Douglas K. Graham. Targeting a positive feedback loop of MERTK and STAT3 during macrophage differentiation may provide anti-tumor immune function [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2335.

MERTK is a transmembrane receptor that belongs to the TAM (TYRO3, AXL, MERTK) family of receptor tyrosine kinases. The role of MERTK in cancer progression and resistance to therapies are reported in many cancer types, including non-small cell lung cancer (NSCLC). In canonical signaling, MERTK is localized at the cell membrane and mediates intracellular signal transduction pathways. Non-canonical signaling of receptor tyrosine kinases (RTKs) has been reported, including signaling which occurs when RTKs translocate to the nucleus. Our group previously reported nuclear localization of MERTK in leukemia cells and we now extend these findings to non-small cell lung cancer. We found exogenous MERTK localized to the nucleus in cells transfected with a plasmid expressing wild-type MERTK. Additionally, endogenous nuclear MERTK was phosphorylated, suggesting that MERTK may have a functional role in the nucleus. MERTK kinase inhibitor MRX-2843 modulates its nuclear translocation. Introducing point mutations to MERTK autophosphorylation sites diminished nuclear translocation in comparison to cells transfected with wild-type MERTK. Our analysis of proteins that may interact with MERTK to regulate nuclear localization and function demonstrated co-immunoprecipitation of nuclear MERTK and STAT1. Current studies are underway to further explore nuclear MERTK functions and how these roles may be modulated upon interaction with STAT1. Citation Format: K.M. Tanim, Deborah DeRyckere, Douglas K. Graham. Phosphorylation of MERTK is required for nuclear localization in non-small cell lung cancer (NSCLC). [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 4991.

Immunotherapy has emerged as one of the most powerful anti-cancer therapy classes but is stymied by the limits of existing preclinical models with respect to disease latency and reproducibility. In addition, the influence of differing immune microenvironments within tumors observed clinically and associated with immunotherapeutic resistance cannot be tuned to facilitate drug testing workflows without changing model system or laborious genetic approaches. To address this testing platform gap in the immune oncology drug development pipeline, we deployed engineered biomaterials as a scaffold to increase tumor formation rate, decrease disease latency, and diminish variability of immune infiltrates into tumors formed from murine mammary carcinoma cell lines implanted into syngeneic mice. By altering synthetic gel formulations that reshaped infiltrating immune cells within the tumor, responsiveness of the same tumor model to varying classes of cancer immunotherapies, including in situ vaccination with a molecular adjuvant and immune checkpoint blockade, diverged. These results demonstrate the significant role the local immune microenvironment plays in immunotherapeutic response. These engineered tumor immune microenvironments therefore improve upon the limitations of current breast tumor models used for immune oncology drug screening to enable immunotherapeutic testing relevant to the variability in tumor immune microenvironments underlying immunotherapeutic resistance seen in human patients.