scholarly journals 3D-Tissue Engineered Bone Marrow (3DTEBM) Culture Retrospectively Predicts Treatment Clinical Outcomes of Multiple Myeloma Patients

Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 1987-1987
Author(s):  
Amanda Jeske ◽  
Feda Azab ◽  
Pilar De La Puente ◽  
Barbara Muz ◽  
Justin King ◽  
...  

Abstract Background: Multiple Myeloma (MM) is the second most common hematological malignancy, and continues to be a fatal disease even with the development of novel therapies. Despite promising preclinical data in standard tissue culture models, most drugs fail in clinical trials and show lower efficacy in patients. This highlights the discrepancy between the current in vitro models, the pathophysiology of the disease in the patients, and the urgent need for better in vitro models for drug development and improved prediction of efficacy in patients. We have previously developed a patient-derived 3D-Tissue Engineered Bone Marrow (3DTEBM) culture model, which showed superior properties for proliferation of primary MM cells ex vivo, and better recapitulated drug resistance. The long-term goal of this study is to use the 3DTEBM model as a tool to perform drug screens on BM aspirates of MM patients and prospectively predict the efficacy of different therapies in individual patients, and help treatment providers develop personalized treatment plans for each individual patient. In the current study, we used the 3DTEBM model to, retrospectively, predict clinical responses of MM patients to therapy, as a proof of concept. Methods: We used whole-BM, viably frozen tissue banked samples from 20 MM patients with clear clinical response patterns of complete remission, and either very good partial response (sensitive) or progressive disease (non-sensitive). The BM aspirates were used to develop a 3DTEBM that represents each individual patient. The patient-derived 3DTEBM cultures were treated ex vivo with the same therapeutic regimen that the patient received in the clinic for 3 days. The treatment ex vivo was based on combinations at different concentrations which mimic the steady state concentrations (Css) of each drug. The efficacy of the treatment ex vivo was evaluated by digestion of the 3DTEBM matrix, extraction of the cells, and analysis for prevalence of MM cells in the treatment groups compared to the non-treated controls. Patients were defined "sensitive" if the effect reached 50% killing in the range of 10xCss. The ex vivo sensitivity data was then correlated with the clinical response outcomes. Results: We found that the 3DTEBM was predictive in approximately 80% of the cases (in about 85% of the combination therapy cases, and in about 70% of the single therapy cases). Broken down by individual drug, it was predictive in 80% of the cases treated with Bortezomib, 78% Lenalidomide, 84% Dexamethasone, 100% Daratumumab, 50% Carfilzomib, 50% Pomalidomide, and 100% Doxorubicin. Conclusions: The 3DTEBM is a more pathophysiologically relevant model which predicts clinical efficacy of drugs in multiple myeloma patients, retrospectively. This data provides the bases for future studies which will examine the ability of the 3DTEBM model to predict treatment efficacy, prospectively, for development of personalized treatment plans in individual multiple myeloma patients. Disclosures Jeske: Cellatrix LLC: Employment. Azab:Cellatrix LLC: Employment. De La Puente:Cellatrix LLC: Other: Co-founder. Vij:Jazz Pharmaceuticals: Honoraria, Membership on an entity's Board of Directors or advisory committees; Takeda: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Karyopharma: Honoraria, Membership on an entity's Board of Directors or advisory committees; Bristol-Myers Squibb: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Jansson: Honoraria, Membership on an entity's Board of Directors or advisory committees; Amgen: Honoraria, Membership on an entity's Board of Directors or advisory committees; Celgene: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding. Azab:Ach Oncology: Research Funding; Cellatrix LLC: Equity Ownership, Other: Founder and owner; Glycomimetics: Research Funding; Targeted Therapeutics LLC: Equity Ownership, Other: Founder and owner.

Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 804-804 ◽  
Author(s):  
Mark Bustoros ◽  
Chia-jen Liu ◽  
Kaitlen Reyes ◽  
Kalvis Hornburg ◽  
Kathleen Guimond ◽  
...  

Abstract Background. This study aimed to determine the progression-free survival and response rate using early therapeutic intervention in patients with high-risk smoldering multiple myeloma (SMM) using the combination of ixazomib, lenalidomide, and dexamethasone. Methods. Patients enrolled on study met eligibility for high-risk SMM based on the newly defined criteria proposed by Rajkumar et al., Blood 2014. The treatment plan was designed to be administered on an outpatient basis where patients receive 9 cycles of induction therapy of ixazomib (4mg) at days 1, 8, and 15, in combination with lenalidomide (25mg) at days 1-21 and Dexamethasone at days 1, 8, 15, and 22. This induction phase is followed by ixazomib (4mg) and lenalidomide (15mg) maintenance for another 15 cycles. A treatment cycle is defined as 28 consecutive days, and therapy is administered for a total of 24 cycles total. Bone marrow samples from all patients were obtained before starting therapy for baseline assessment, whole exome sequencing (WES), and RNA sequencing of plasma and bone marrow microenvironment cells. Moreover, blood samples were obtained at screening and before each cycle to isolate cell-free DNA (cfDNA) and circulating tumor cells (CTCs). Stem cell collection is planned for all eligible patients. Results. In total, 26 of the planned 56 patients were enrolled in this study from February 2017 to April 2018. The median age of the patients enrolled was 63 years (range, 41 to 73) with 12 males (46.2%). Interphase fluorescence in situ hybridization (iFISH) was successful in 18 patients. High-risk cytogenetics (defined as the presence of t(4;14), 17p deletion, and 1q gain) were found in 11 patients (61.1%). The median number of cycles completed was 8 cycles (3-15). The most common toxicities were fatigue (69.6%), followed by rash (56.5%), and neutropenia (56.5%). The most common grade 3 adverse events were hypophosphatemia (13%), leukopenia (13%), and neutropenia (8.7%). One patient had grade 4 neutropenia during treatment. Additionally, grade 4 hyperglycemia occurred in another patient. As of this abstract date, the overall response rate (partial response or better) in participants who had at least 3 cycles of treatment was 89% (23/26), with 5 Complete Responses (CR, 19.2%), 9 very good partial responses (VGPR, 34.6%), 9 partial responses (34.6%), and 3 Minimal Responses (MR, 11.5%). None of the patients have shown progression to overt MM to date. Correlative studies including WES of plasma cells and single-cell RNA sequencing of the bone microenvironment cells are ongoing to identify the genomic and transcriptomic predictors for the differential response to therapy as well as for disease evolution. Furthermore, we are analyzing the cfDNA and CTCs of the patients at different time points to investigate their use in monitoring minimal residual disease and disease progression. Conclusion. The combination of ixazomib, lenalidomide, and dexamethasone is an effective and well-tolerated intervention in high-risk smoldering myeloma. The high response rate, convenient schedule with minimal toxicity observed to date are promising in this patient population at high risk of progression to symptomatic disease. Further studies and longer follow up for disease progression are warranted. Disclosures Bustoros: Dava Oncology: Honoraria. Munshi:OncoPep: Other: Board of director. Anderson:C4 Therapeutics: Equity Ownership; Celgene: Consultancy; Bristol Myers Squibb: Consultancy; Takeda Millennium: Consultancy; Gilead: Membership on an entity's Board of Directors or advisory committees; Oncopep: Equity Ownership. Richardson:Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Oncopeptides: Membership on an entity's Board of Directors or advisory committees; Karyopharm: Membership on an entity's Board of Directors or advisory committees; Jazz Pharmaceuticals: Membership on an entity's Board of Directors or advisory committees, Research Funding; Amgen: Membership on an entity's Board of Directors or advisory committees; BMS: Research Funding; Janssen: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees, Research Funding. Ghobrial:Celgene: Consultancy; Takeda: Consultancy; Janssen: Consultancy; BMS: Consultancy.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 883-883
Author(s):  
Yu-Tzu Tai ◽  
Betty Y Chang ◽  
Sun-Young Kong ◽  
Mariateresa Fulciniti ◽  
Guang Yang ◽  
...  

Abstract Abstract 883 Specific expression of Bruton's tyrosine kinase (Btk) in osteoclasts (OC), but not osteoblasts (OB), suggests its role in regulating osteoclastogenesis. Although Btk is critical in B cell maturation and myeloid function, it has not been characterized in plasma cell malignancies including multiple myeloma (MM) and Waldenström Macroglobulinemia (WM). We here investigate effects of PCI-32765, an oral, potent, and selective Btk inhibitor with promising clinical activity in B-cell malignancies, on OC differentiation and function within MM bone marrow (BM) microenvironment, as well as on MM and WM cancer cells. We further define molecular targets of Btk signaling cascade in OCs and MM in the BM milieu. In CD14+ OC precursor cells, RANKL and M-CSF stimulate phosphorylation of Btk in a time-dependent fashion; conversely, PCI-32765 abrogates RANKL/M-CSF-induced activation of Btk and downstream PLCγ2. Importantly, PCI-32765 decreased number of multinucleated OC (>3 nuclei) by tartrate-resistant acid phosphatase (TRAP) staining and the secretion of TRAP5b (ED50 = 17 nM), a specific mature OC marker. It increased size of OCs and number of nuclei per OC, with significantly defective bone resorption activity as evidenced by diminished pit formation on dentine slices. Moreover, lack of effect of Dexamethasone on OC activity was overcome by combination of Dexamethasone with PCI-32765. PCI-32765 significantly reduced cytokine and chemokine secretion from OC cultures, including MIP1α, MIP1β, IL-8, TGFβ1, RANTES, APRIL, SDF-1, and activin A (ED50 = 0.1–0.48 nM). It potently decreased IL-6, SDF-1, MIP1α, MIP1β, and M-CSF in CD138-negative cell cultures from active MM patients, associated with decreased TRAP staining in a dose-dependent manner. In MM and WM cells, immunoblotting analysis confirmed a higher Btk expression in CD138+ cells from majority of MM patients (4 out of 5 samples) than MM cell lines (5 out of 9 cell lines), whereas microarray analysis demonstrated a higher expression of Btk and its downstream signaling components in WM cells than in CD19+ normal bone marrow cells. PCI-32765 significantly inhibits SDF-1-induced adhesion and migration of MM cells. It further blocked cytokine expression (MIP1a, MIP-1β) at mRNA level in MM and WM tumor cells, correlated with inhibition of Btk-mediated pPLCγ2, pERK and NF-kB activation. Importantly, PCI-32765 inhibited growth and survival triggered by IL-6 and coculture with BM stromal cells (BMSCs) or OCs in IL-6-dependent INA6 and ANBL6 MM cells. Furthermore, myeloma stem-like cells express Btk and PCI-32765 (10–100 nM) blocks their abilities to form colonies from MM patients (n=5). In contrast, PCI-32765 has no adverse effects on Btk-negative BMSCs and OBs, as well as Btk-expressing dendritic cells. Finally, oral administration of PCI-32765 (12 mg/kg) in mice significantly suppresses MM cell growth (p< 0.03) and MM cell-induced osteolysis on implanted human bone chips in a humanized myeloma (SCID-hu) model. Together, these results provide compelling evidence to target Btk in the BM microenvironment against MM and WM., strongly supporting clinical trials of PCI-32765 to improve patient outcome in MM and WM. Disclosures: Chang: Pharmacyclics Inc: Employment. Buggy:Pharmacyclics, Inc.: Employment, Equity Ownership. Elias:Pharmacyclics Inc: Consultancy. Treon:Millennium: Honoraria, Research Funding; Celgene: Honoraria, Research Funding; Genentech: Honoraria. Richardson:Millennium: Membership on an entity's Board of Directors or advisory committees; Celgene: Membership on an entity's Board of Directors or advisory committees; Johnson & Johnson: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees; Bristol Myers Squibb: Membership on an entity's Board of Directors or advisory committees. Munshi:Millennium: Membership on an entity's Board of Directors or advisory committees; Celgene: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees. Anderson:Millennium Pharmaceuticals, Inc.: Consultancy; Celgene: Consultancy; Novartis: Consultancy; Onyx: Consultancy; Merck: Consultancy; Bristol-Myers Squibb: Consultancy; Actelion: Equity Ownership, Membership on an entity's Board of Directors or advisory committees.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 1882-1882 ◽  
Author(s):  
Samuel A Danziger ◽  
Mark McConnell ◽  
Jake Gockley ◽  
Mary Young ◽  
Adam Rosenthal ◽  
...  

Abstract Introduction The multiple myeloma (MM) tumor microenvironment (TME) strongly influences patient outcomes as evidenced by the success of immunomodulatory therapies. To develop precision immunotherapeutic approaches, it is essential to identify and enumerate TME cell types and understand their dynamics. Methods We estimated the population of immune and other non-tumor cell types during the course of MM treatment at a single institution using gene expression of paired CD138-selected bone marrow aspirates and whole bone marrow (WBM) core biopsies from 867 samples of 436 newly diagnosed MM patients collected at 5 time points: pre-treatment (N=354), post-induction (N=245), post-transplant (N=83), post-consolidation (N=51), and post-maintenance (N=134). Expression profiles from the aspirates were used to infer the transcriptome contribution of immune and stromal cells in the WBM array data. Unsupervised clustering of these non-tumor gene expression profiles across all time points was performed using the R package ConsensusClusterPlus with Bayesian Information Criterion (BIC) to select the number of clusters. Individual cell types in these TMEs were estimated using the DCQ algorithm and a gene expression signature matrix based on the published LM22 leukocyte matrix (Newman et al., 2015) augmented with 5 bone marrow- and myeloma-specific cell types. Results Our deconvolution approach accurately estimated percent tumor cells in the paired samples compared to estimates from microscopy and flow cytometry (PCC = 0.63, RMSE = 9.99%). TME clusters built on gene expression data from all 867 samples resulted in 5 unsupervised clusters covering 91% of samples. While the fraction of patients in each cluster changed during treatment, no new TME clusters emerged as treatment progressed. These clusters were associated with progression free survival (PFS) (p-Val = 0.020) and overall survival (OS) (p-Val = 0.067) when measured in pre-transplant samples. The most striking outcomes were represented by Cluster 5 (N = 106) characterized by a low innate to adaptive cell ratio and shortened patient survival (Figure 1, 2). This cluster had worse outcomes than others (estimated mean PFS = 58 months compared to 71+ months for other clusters, p-Val = 0.002; estimate mean OS = 105 months compared with 113+ months for other clusters, p-Val = 0.040). Compared to other immune clusters, the adaptive-skewed TME of Cluster 5 is characterized by low granulocyte populations and high antigen-presenting, CD8 T, and B cell populations. As might be expected, this cluster was also significantly enriched for ISS3 and GEP70 high risk patients, as well as Del1p, Del1q, t12;14, and t14:16. Importantly, this TME persisted even when the induction therapy significantly reduced the tumor load (Table 1). At post-induction, outcomes for the 69 / 245 patients in Cluster 5 remain significantly worse (estimate mean PFS = 56 months compared to 71+ months for other clusters, p-Val = 0.004; estimate mean OS = 100 months compared to 121+ months for other clusters, p-Val = 0.002). The analysis of on-treatment samples showed that the number of patients in Cluster 5 decreases from 30% before treatment to 12% after transplant, and of the 63 patients for whom we have both pre-treatment and post-transplant samples, 18/20 of the Cluster 5 patients moved into other immune clusters; 13 into Cluster 4. The non-5 clusters (with better PFS and OS overall) had higher amounts of granulocytes and lower amounts of CD8 T cells. Some clusters (1 and 4) had increased natural killer (NK) cells and decreased dendritic cells, while other clusters (2 and 3) had increased adipocytes and increases in M2 macrophages (Cluster 2) or NK cells (Cluster 3). Taken together, the gain of granulocytes and adipocytes was associated with improved outcome, while increases in the adaptive immune compartment was associated with poorer outcome. Conclusions We identified distinct clusters of patient TMEs from bulk transcriptome profiles by computationally estimating the CD138- fraction of TMEs. Our findings identified differential immune and stromal compositions in patient clusters with opposing clinical outcomes and tracked membership in those clusters during treatment. Adding this layer of TME to the analysis of myeloma patient baseline and on-treatment samples enables us to formulate biological hypotheses and may eventually guide therapeutic interventions to improve outcomes for patients. Disclosures Danziger: Celgene Corporation: Employment, Equity Ownership. McConnell:Celgene Corporation: Employment. Gockley:Celgene Corporation: Employment. Young:Celgene Corporation: Employment, Equity Ownership. Schmitz:Celgene Corporation: Employment, Equity Ownership. Reiss:Celgene Corporation: Employment, Equity Ownership. Davies:MMRF: Honoraria; Celgene: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Amgen: Consultancy, Membership on an entity's Board of Directors or advisory committees; TRM Oncology: Honoraria; Abbvie: Consultancy; ASH: Honoraria; Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees; Janssen: Consultancy, Honoraria. Copeland:Celgene Corporation: Employment, Equity Ownership. Fox:Celgene Corporation: Employment, Equity Ownership. Fitch:Celgene Corporation: Employment, Equity Ownership. Newhall:Celgene Corporation: Employment, Equity Ownership. Barlogie:Celgene: Consultancy, Research Funding; Dana Farber Cancer Institute: Other: travel stipend; Multiple Myeloma Research Foundation: Other: travel stipend; International Workshop on Waldenström's Macroglobulinemia: Other: travel stipend; Millenium: Consultancy, Research Funding; European School of Haematology- International Conference on Multiple Myeloma: Other: travel stipend; ComtecMed- World Congress on Controversies in Hematology: Other: travel stipend; Myeloma Health, LLC: Patents & Royalties: : Co-inventor of patents and patent applications related to use of GEP in cancer medicine licensed to Myeloma Health, LLC. Trotter:Celgene Research SL (Spain), part of Celgene Corporation: Employment, Equity Ownership. Hershberg:Celgene Corporation: Employment, Equity Ownership, Patents & Royalties. Dervan:Celgene Corporation: Employment, Equity Ownership. Ratushny:Celgene Corporation: Employment, Equity Ownership. Morgan:Takeda: Consultancy, Honoraria; Bristol-Myers Squibb: Consultancy, Honoraria; Celgene: Consultancy, Honoraria, Research Funding; Janssen: Research Funding.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 3418-3418 ◽  
Author(s):  
Christoph Heuck ◽  
Donald Johann ◽  
Brian A Walker ◽  
Caleb K Stein ◽  
Yogesh Jethava ◽  
...  

Abstract Introduction: Multiple myeloma (MM) is a neoplastic disease of the bone marrow characterized by a malignant transformation of plasma cells. Many patients relapse after initial treatment and require additional therapies. Impaired cell cycle regulation and DNA repair mechanisms as well as exposure to genotoxic drugs leads to accumulation of genomic alterations with progressive disease. Pressure from antineoplastic agents, including novel agents, eventually leads to the selection of resistant clones. Assessing acquired somatic mutations in MM patients can identify key genomic drivers and guide the development of a rational, individualized therapy plan for each patient with advanced disease. Here we report on the mutational landscape of cancer-associated genes in 214 patients who underwent comprehensive genomic profiling. Methods: Review of this data was approved by the UAMS institutional review board. DNA and RNA were extracted from CD138+ selected cells from bone marrow aspirates. Adaptor ligated sequencing libraries from extracted nucleic acids were captured by solution hybridization using bait sets targeting 405 cancer-related and 265 frequently rearranged genes (FoundationOne Heme®; Foundation Medicine ). For samples with low cell yield only the DNA portion was performed. All samples were sequenced in a CLIA-certified, CAP-accredited laboratory to an average depth >500x. Results We identified 147 clinically relevant alterations with an average of 3 alterations per patient ranging from 1 to 8. The most frequently altered genes were KRAS (29% of cases), NRAS (23%), TP53 (19%), RB1 (10%), BRAF (8%), TRAF3(8%), CDKN2C (7%), DNMT3A (5%), NF1, FAF1 and TET2 (4% each). While RAS, RAF, RB1 and TP53 mutations are also found in previously untreated patients, albeit in lower frequencies, mutations of DNTM3A and TET2 are rarely reported in the early phase of the disease, arguing for the accumulation of genomic alterations over time. We found concomitant alterations in KRAS and BRAF in 5, KRAS and NRAS in 3, and NRAS and BRAF in 2 patients. The vast majority of RAS alterations occurred at hotspots resulting in activating alterations at codons 12, 13 or 61 with mutant allele frequencies ranging from 0.01 to 0.92 with an average of 0.30. In the 17 patients with BRAF alterations the hotspot mutation V600E was found in 7 with mutant allele frequencies ranging from 0.01 to 0.48 with an average of 0.32. Overall the MAPK pathway was affected in 128 of 214 patients. 61 patients had alterations of genes associated with DNA damage repair. Among the 10 patients with DNMT3A alterations 2 also had alterations of TET2 suggesting significant epigenetic deregulation in a subset of patients. Data on subclonal structure and correlation of mutation status with paired gene expression profiles will be presented as well, as will be selected responses of patients treated on the basis of these results. Conclusion Subjecting CD138 selected bone marrow cells to comprehensive genomic profiling allows for the identification of clinically relevant alterations, which deregulate critical pathways in multiple myeloma. Small molecule inhibitors that target key genes in these affected pathways (MEK, BRAF) have recently been approved for therapy in other cancers or are being actively developed (PI3K, AKT, PARP). This comprehensive genomic characterization allows rational development of individualized clinical strategies using molecular targets for MM patients who are refractory to standard of care therapies. Disclosures Walker: Onyx Pharmaceuticals: Consultancy, Honoraria. van Rhee:Senesco: PI Other. Zangari:Norvartis: Membership on an entity's Board of Directors or advisory committees; Onyx: Research Funding; Millennium: Research Funding. Ali:Foundation Medicine, Inc.: Employment, Equity Ownership. Stephens:Foundation Medicine: Employment, Equity Ownership. Miller:Foundation Medicine, Inc: Employment. Morgan:Celgene Corp: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees; Myeloma UK: Membership on an entity's Board of Directors or advisory committees; International Myeloma Foundation: Membership on an entity's Board of Directors or advisory committees; The Binding Site: Membership on an entity's Board of Directors or advisory committees; MMRF: Membership on an entity's Board of Directors or advisory committees. Barlogie:Celgene: Consultancy, Patents & Royalties, Research Funding; Millenium: Consultancy, Patents & Royalties, Research Funding.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 887-887
Author(s):  
Aldo M Roccaro ◽  
Antonio Sacco ◽  
Phong Quang ◽  
AbdelKareem Azab ◽  
Patricia Maiso ◽  
...  

Abstract Abstract 887 Background. Stomal-cell-derived factor 1 (SDF-1) is known to be involved in bone marrow (BM) engrafment for malignant tumor cells, including CXCR4 expressing multiple myeloma (MM) cells. We hypothesized that de-adhesion of MM cells from the surrounding BM milieu through SDF-1 inhibition will enhance MM sensitivity to therapeutic agents. We therefore tested NOX-A12, a high affinity l-oligonucleotide (Spiegelmer) binder to SDF-1in MM, looking at its ability to modulate MM cell tumor growth and MM cell homing to the BM in vivo and in vitro. Methods. Bone marrow (BM) co-localization of MM tumor cells with SDF-1 expressing BM niches has been tested in vivo by using immunoimaging and in vivo confocal microscopy. MM.1S/GFP+ cells and AlexaFluor633-conjugated anti-SDF-1 monoclonal antibody were used. Detection of mobilized MM-GFP+ cells ex vivo has been performed by flow cytometry. In vivo homing and in vivo tumor growth of MM cells (MM.1S-GFP+/luc+) were assessed by using in vivo confocal microscopy and in vivo bioluminescence detection, in SCID mice treated with 1) vehicle; 2) NOX-A12; 3) bortezomib; 4) NOX-A12 followed by bortezomib. DNA synthesis and adhesion of MM cells in the context of NOX-A12 (50–200nM) treated primary MM BM stromal cells (BMSCs), in presence or absence of bortezomib (2.5–5nM), were tested by thymidine uptake and adhesion in vitro assay, respectively. Synergism was calculated by using CalcuSyn software (combination index: C.I. according to Chou-Talalay method). Results. We first showed that SDF-1 co-localizes in the same bone marrow niches of growth of MM tumor cells in vivo. NOX-A12 induced a dose-dependent de-adhesion of MM cells from the BM stromal cells in vitro. These findings were corroborated and validated in vivo: NOX-A12 induced MM cell mobilization from the BM to the peripheral blood (PB) as shown ex vivo, by reduced percentage of MM cells in the BM and increased number of MM cells within the PB of mice treated with NOX-A12 vs. control (BM: 57% vs. 45%; PB: 2.7% vs. 15%). We next showed that NOX-A12-dependent de-adhesion of MM cells from BMSCs lead to enhanced MM cell sensitivity to bortezomib, as shown in vitro, where a synergistic effect between NOX-A12 (50–100 nM) and bortezomib (2.5–5 nM) was observed (C.I.: all between 0.57 and 0.76). These findings were validated in vivo: tumor burden detected by BLI was similar between NOX-A12- and control mice whereas bortezomib-treated mice showed significant reduction in tumor progression compared to the control (P<.05); importantly significant reduction of tumor burden in those mice treated with sequential administration of NOX-A12 followed by bortezomib was observed as compared to bortezomib alone treated mice (P <.05). Similarly, NOX-A12 + bortezomib combination induced significant inhibition of MM cell homing in vivo, as shown by in vivo confocal microscopy, as compared to bortezomib used as single agent. Conclusion. Our data demonstrate that the SDF-1 inhibiting Spiegelmer NOX-A12 disrupts the interaction of MM cells with the BM milieu both in vitro and in vivo, thus resulting in enhanced sensitivity to bortezomib. Disclosures: Roccaro: Roche:. Kruschinski:Noxxon Pharma AG: Employment. Ghobrial:Novartis: Membership on an entity's Board of Directors or advisory committees; Celgene: Membership on an entity's Board of Directors or advisory committees; Millennium: Consultancy, Membership on an entity's Board of Directors or advisory committees; Millennium: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Bristol-Myers Squibb: Research Funding; Noxxon: Advisory Board, Research Funding.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 3320-3320 ◽  
Author(s):  
Ka Tat Siu ◽  
Janani Ramachandran ◽  
Andrew J. Yee ◽  
Homare Eda ◽  
Loredana Santo ◽  
...  

Abstract Inhibition of the bromodomain and extra-terminal (BET) proteins is a promising therapeutic strategy for various hematologic malignancies. Previous studies suggest that BET inhibitors constrain tumor cell proliferation and survival mainly through suppression of MYC transcription and activity. However, suppression of the transcription of additional genes also contributes to the anti-tumor activity of BET inhibitors but is less well understood. Here we investigated the therapeutic potential of CPI-0610, a novel BET inhibitor that is currently in a phase I clinical trial in relapsed multiple myeloma (MM) (ClinicalTrials.gov Identifier: NCT02157636). CPI-0610 displays potent in vitro cytotoxicity against MM cell lines and patient-derived MM cells by inducing G1 cell cycle arrest and caspase-dependent apoptosis. Furthermore, CPI-0610-mediated BET inhibition overcomes the protective effects conferred by cytokines and bone marrow stromal cells. We also confirmed the in vivo efficacy of CPI-0610 in a MM xenograft mouse model. CPI-0610 significantly delayed tumor growth and increased the survival of MM-bearing SCID mice. Our study found IKZF1 and IRF4 to be among the primary targets of CPI-0610, along with MYC. These findings indicate that BET inhibition not only results in a robust reduction of MYC transcription and activity but also suppresses the expression of IKZF1 and IRF4 in MM. Given that immunomodulatory drugs stabilize cereblon and facilitate Ikaros degradation in MM cells, we combined it with CPI-0610. Combination studies of CPI-0610 with lenalidomide or pomalidomide show in vitro synergism, in part due to concomitant suppression of IKZF1, IRF4, and MYC, providing a rationale for clinical testing of this drug combination in MM patients. Disclosures Mertz: Constellation Pharmaceuticals, Inc.: Employment, Equity Ownership. Sims:Constellation Pharmaceuticals, Inc.: Employment, Equity Ownership. Cooper:Constellation Pharmaceuticals, Inc.: Employment, Equity Ownership. Raje:Amgen: Consultancy, Membership on an entity's Board of Directors or advisory committees; Celgene: Consultancy, Membership on an entity's Board of Directors or advisory committees; Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees; Merck: Membership on an entity's Board of Directors or advisory committees; Novartis: Consultancy, Membership on an entity's Board of Directors or advisory committees; Roche: Consultancy, Membership on an entity's Board of Directors or advisory committees; BMS: Consultancy, Membership on an entity's Board of Directors or advisory committees; AstraZeneca: Research Funding; Eli Lilly: Research Funding.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 1540-1540
Author(s):  
Jeffrey W. Tyner ◽  
Brian J. Druker ◽  
Stephen E Kurtz ◽  
Cristina E. Tognon ◽  
Leylah M. Drusbosky ◽  
...  

Abstract Background: In AML, leukemic transformation causes clonal expansion of immature cells through de-regulated cell division cycles. CDK4/CDK6 regulates neoplastic progression, which might represent an effective strategy for treating AML. But current clinical data shows either limited efficacy or elusive results. Bromodomain and extra-terminal (BET) inhibitors interferes with transcriptional complexes and disrupting gene transcription of key oncogenes such as MYC. Also, there is need to explore usage of other receptor tyrosine kinase inhibitors. Therefore, a drug combination strategy should be explored to overcome limited clinical efficacy. Aims: To create digital drug models for BET inhibition (BETi), CDK4/6 inhibition (CDKi), FLT3 inhibition (FLT3i) and validate the predicted responses in AML patient samples with ex vivo chemosensitivity testing. Furthermore, to validate the identified combination of BET inhibitor with CDK4/6 inhibitor or FLT3 inhibitor. Methods: The Beat AML project (supported by the Leukemia & Lymphoma Society) collects clinical data and bone marrow specimens from AML patients. Bone marrow samples are analyzed by conventional cytogenetics, whole-exome sequencing, RNAseq, and an ex vivo chemosensitivity assay. 33 patients were randomly chosen. Every available genomic abnormality was inputted into a computational biology model (CBM, Cell Works Group Inc.) that uses PubMed and other online resources to generate patient-specific protein network maps of activated and inactivated pathways. Digital drug simulations with BETi (JQ1), CDKi (palbociclib), FLT3i (sorafenib) were conducted by quantitatively measuring drug effect on a composite AML disease inhibition score (i.e., cell proliferation, viability, and apoptosis). Paired comparisons between the computational predictions and the sample's ex vivo chemosensitivity IC50 values were conducted. Results: None of the 33 AML patients showed ex vivo chemosensitivity to palbociclib alone, and the CBM method was highly accurate (94%) in predicting this lack of response (Table 1). Through CBM mapping the following genetic mutations were identified as potentially contributing to palbociclib resistance: loss of function (LOF) of RB1 (Retinoblastoma 1), LOF of PTCH1 (patched 1), LOF of FBXW7 (F-box and WD repeat domain containing 7), gain of function (GOF) of CCNE1/2 (Cyclin E1/2) or LOF in NPM1 (nucleophosmin 1). Additionally, the CBM method showed that NPM1 mutated AML cases that were resistant to palbociclib also showed a better response to the combination of palbociclib and JQ1. In 28/33 (85%) patients, this combination of palbociclib and BETi (JQ1) was toxic to AML cells in ex vivo chemosensitivity assay (Table 2). The CBM method predicted that 31/33 (94%) of AML patients would respond to palbociclib and JQ1 (Table 2), and the accuracy of matching between CBM and ex vivo chemosensitivity assay was 91% (Table 2). Another combination with high proportion of responding patients was FLT3i and BETi (Table 3), with accuracy of matching between CBM and ex vivo assay of 91% (Table 3). Furthermore, computational analysis of the combination of BETi and FLT3i revealed that patients with mutation of NPM1 along with FLT3 TKD/ITD mutation showed high degree of synergy at lower drug concentrations. Conclusion: Digital drug simulations of inhibitions of CDK4/6, BET, and FLT3 using AML patient genomic data accurately matched ex vivo chemosensitivity results. The integration of computational biology modeling and Beat AML data led to the identification of potential palbociclib resistance pathways in AML, which led to the rational design of new multi-drug regimens. This integrated system enabled novel inferences that informs future clinical trials for patients with AML. Disclosures Tyner: Janssen: Research Funding; Incyte: Research Funding; Takeda: Research Funding; Leap Oncology: Equity Ownership; Gilead: Research Funding; Syros: Research Funding; Seattle Genetics: Research Funding; Agios: Research Funding; Aptose: Research Funding; AstraZeneca: Research Funding; Genentech: Research Funding. Druker:Cepheid: Consultancy, Membership on an entity's Board of Directors or advisory committees; GRAIL: Consultancy, Membership on an entity's Board of Directors or advisory committees; Blueprint Medicines: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Vivid Biosciences: Membership on an entity's Board of Directors or advisory committees; Beta Cat: Membership on an entity's Board of Directors or advisory committees; Millipore: Patents & Royalties; MolecularMD: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; ALLCRON: Consultancy, Membership on an entity's Board of Directors or advisory committees; Aptose Therapeutics: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Gilead Sciences: Consultancy, Membership on an entity's Board of Directors or advisory committees; Aileron Therapeutics: Consultancy; Patient True Talk: Consultancy; Celgene: Consultancy; Amgen: Membership on an entity's Board of Directors or advisory committees; McGraw Hill: Patents & Royalties; Bristol-Meyers Squibb: Research Funding; Third Coast Therapeutics: Membership on an entity's Board of Directors or advisory committees; Henry Stewart Talks: Patents & Royalties; Oregon Health & Science University: Patents & Royalties; Leukemia & Lymphoma Society: Membership on an entity's Board of Directors or advisory committees, Research Funding; Novartis Pharmaceuticals: Research Funding; Monojul: Consultancy; ARIAD: Research Funding; Fred Hutchinson Cancer Research Center: Research Funding. Vidva:Cellworks Research India Private Limited: Employment. Narvekar:Cellworks Research India Private Limited: Employment. Agrawal:Cellworks Research India Private Limited: Employment. Gera:Cellworks Research India Private Limited: Employment. Prasad:Cellworks Research India Private Limited: Employment. Shyamasundar:Cellworks Research India Private Limited: Employment. Tunwer:Cellworks Research India Private Limited: Employment. Abbasi:Cell Works Group Inc.: Employment. Vali:Cell Works Group Inc.: Employment. Cogle:Celgene: Other: Steering Committee Member of Connect MDS/AML Registry.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 1541-1541
Author(s):  
Jeffrey W. Tyner ◽  
Brian J. Druker ◽  
Cristina E. Tognon ◽  
Stephen E Kurtz ◽  
Leylah M. Drusbosky ◽  
...  

Abstract Background: New prognostic factors have been recently identified in AML patient population that include frequent mutations of receptor tyrosine kinases (RTK) including KIT, PDGFR, FLT3, that are associated with higher risk of relapse. Thus, targeting RTKs could improve the therapeutic outcome in AML patients. Aim: To create a digital drug model for dasatinib and validate the predicted response in AML patient samples with ex vivo drug sensitivity testing. Methods: The Beat AML project (supported by the Leukemia & Lymphoma Society) collects clinical data and bone marrow specimens from AML patients. Bone marrow samples are analyzed by conventional cytogenetics, whole-exome sequencing, RNA-seq, and an ex vivo drug sensitivity assay. For 50 randomly chosen patients, every available genomic abnormality was inputted into a computational biology program (Cell Works Group Inc.) that uses PubMed and other online resources to generate patient-specific protein network maps of activated and inactivated pathways. Digital drug simulations with dasatinib were conducted by quantitatively measuring drug effect on a composite AML disease inhibition score (DIS) (i.e., cell proliferation, viability, and apoptosis). Drug response was determined based on a DIS threshold reduction of > 65%. Computational predictions of drug response were compared to dasatinib IC50 values from the Beat AML ex vivo testing. Results: 23/50 (46%) AML patients had somatic mutations in an RTK gene (KIT, PDGFR, FLT3 (ITD (n=15) & TKD (n=4)), while 27/50 (54%) were wild type (WT) for the RTK genes. Dasatinib showed ex vivo cytotoxicity in 9/50 (18%) AML patients and was predicted by CBM to remit AML in 9/50 AML patients with 4 true responders and 5 false positive. Ex vivo dasatinib responses were correctly matched to the CBM prediction in 40/50 (80%) of patients (Table1), with 10 mismatches due to lack of sufficient genomic information resulting in profile creation issues and absence of sensitive loops in the profile. Only 4/23 (17%) RTK-mutant patients and 5/27(19%) RTK-WT patients were sensitive to dasatinib ex vivo, indicating that presence of somatic RTK gene mutations may not be essential for leukemia regression in response to dasatinib. Co-occurrence of mutations in NRAS, KRAS and NF1 seemed to associate with resistance as seen in 10 of the 14 profiles harboring these mutations. Conclusion: Computational biology modeling can be used to simulate dasatinib drug response in AML with high accuracy to ex vivo chemosensitivity. DNA mutations in RTK genes may not be required for dasatinib response in AML. Co-occurrence of NRAS, KRAS and NF1gene mutations may be important co-factors in modulating response to dasatinib. Disclosures Tyner: Leap Oncology: Equity Ownership; Syros: Research Funding; Seattle Genetics: Research Funding; Janssen: Research Funding; Incyte: Research Funding; Gilead: Research Funding; Genentech: Research Funding; AstraZeneca: Research Funding; Aptose: Research Funding; Takeda: Research Funding; Agios: Research Funding. Druker:Third Coast Therapeutics: Membership on an entity's Board of Directors or advisory committees; Novartis Pharmaceuticals: Research Funding; Millipore: Patents & Royalties; Vivid Biosciences: Membership on an entity's Board of Directors or advisory committees; Oregon Health & Science University: Patents & Royalties; McGraw Hill: Patents & Royalties; Celgene: Consultancy; MolecularMD: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; GRAIL: Consultancy, Membership on an entity's Board of Directors or advisory committees; Bristol-Meyers Squibb: Research Funding; Amgen: Membership on an entity's Board of Directors or advisory committees; Aptose Therapeutics: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Henry Stewart Talks: Patents & Royalties; Patient True Talk: Consultancy; Blueprint Medicines: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; ARIAD: Research Funding; Fred Hutchinson Cancer Research Center: Research Funding; Beta Cat: Membership on an entity's Board of Directors or advisory committees; Cepheid: Consultancy, Membership on an entity's Board of Directors or advisory committees; Leukemia & Lymphoma Society: Membership on an entity's Board of Directors or advisory committees, Research Funding; ALLCRON: Consultancy, Membership on an entity's Board of Directors or advisory committees; Aileron Therapeutics: Consultancy; Gilead Sciences: Consultancy, Membership on an entity's Board of Directors or advisory committees; Monojul: Consultancy. Sahu:Cellworks Research India Private Limited: Employment. Vidva:Cellworks Research India Private Limited: Employment. Kapoor:Cellworks Research India Private Limited: Employment. Azam:Cellworks Research India Private Limited: Employment. Kumar:Cellworks Research India Private Limited: Employment. Chickdipatti:Cellworks Research India Private Limited: Employment. Raveendaran:Cellworks Research India Private Limited: Employment. Gopi:Cellworks Research India Private Limited: Employment. Abbasi:Cell Works Group Inc.: Employment. Vali:Cell Works Group Inc.: Employment. Cogle:Celgene: Other: Steering Committee Member of Connect MDS/AML Registry.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 1948-1948 ◽  
Author(s):  
Irene M. Ghobrial ◽  
Jacob P. Laubach ◽  
Noopur Raje ◽  
Philippe Armand ◽  
Robert L. Schlossman ◽  
...  

Abstract Background In multiple myeloma (MM) mouse models, diseased animals demonstrate a marked expansion of areas of hypoxia in the bone marrow, suggesting that hypoxia may be a therapeutically meaningful target in this disease. TH-302 is an investigational 2-nitroimidazole prodrug of the DNA alkylator bromo-isophosphoramide (Br-IPM) designed to be selectively activated in hypoxia. TH-302 exhibited anti-tumor activity in preclinical MM models in vitro and in vivo (Hu et al, Blood 2010; Chesi et al, Blood 2012), and synergism was seen when combined with the proteasome inhibitor bortezomib (Hu et al, Mol Cancer Ther 2013). Based on these findings, a Phase 1/2 study of TH-302 plus dexamethasone was initiated for patients with relapsed/refractory MM. Methods Eligible patients in the study (NCT01522872) had ECOG PS ≤ 2, receipt of at least 2 prior therapies, and acceptable hepatorenal function and hematologic status. A standard 3+3 dose escalation design was used with a fixed oral 40 mg dose of dexamethasone (dex) and 40% dose increments of TH-302. TH-302 was administered IV with dex on days 1, 4, 8, and 11 of a 21-day cycle. The objectives were to determine dose limiting toxicities (DLTs) and the maximum tolerated dose (MTD); assess the safety, tolerability and preliminary clinical activity of TH-302 plus dex; and study the relationship between hypoxia within the bone marrow and response to TH-302. Results As of August 2013, 13 patients have been treated: 8 males/5 females with a median age of 59 years (range: 53 – 86) and 6 prior therapies (range: 3 – 10). All had previously received both bortezomib and lenalidomide/thalidomide containing regimens as well as an alkylating agent. TH-302 was dosed at 240 (n=5), 340 (n=6), and 480 (n=2) mg/m² for a median of 5 cycles (range: 1 – 18). No DLTs were reported at 240 or 340 mg/m². Two patients treated at 480 mg/m² had DLTs of grade 3 mucositis, exceeding the definition of MTD. Four patients had serious adverse events (SAEs) related to TH-302 (pneumonia (n=2), proctalgia (n=1), anemia (n=1)). Three patients continue on study after a median of 17 cycles (range: 7 – 18). Twelve patients have had efficacy evaluations: 2 patients with partial responses (PRs), 3 patients with minimal responses (MRs), and 7 patients with stable disease (SD), for a clinical benefit rate (MR or better) of 42%. Conclusions TH-302 can be administered at 340 mg/m2 biweekly together with dex, with dose limiting mucositis seen at higher doses. Initial clinical activity has been noted with a clinical benefit rate of 42% in heavily pretreated MM patients who are relapsed/refractory to both bortezomib and lenalidomide. Disclosures: Ghobrial: BMS: Membership on an entity’s Board of Directors or advisory committees, Research Funding; Onyx: Membership on an entity’s Board of Directors or advisory committees; Noxxon: Research Funding; Genzyme: Research Funding. Raje:Celgene: Consultancy; Millenium: Consultancy; Onyx: Consultancy; Amgen: Consultancy; Acetylon: Research Funding; Eli Lilly: Research Funding. Handisides:Threshold Pharmaceuticals: Employment, Equity Ownership. Kroll:Threshold Pharmaceuticals: Employment, Equity Ownership. Anderson:Celgene: Consultancy; Onyx: Consultancy; Sanofi Aventis: Consultancy; Gilead: Consultancy; Acetylon: Equity Ownership; Oncopep: Equity Ownership. Richardson:Celgene: Membership on an entity’s Board of Directors or advisory committees; Millennium: Membership on an entity’s Board of Directors or advisory committees; Johnson&Johnson: Membership on an entity’s Board of Directors or advisory committees.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 866-866
Author(s):  
Alyssa Carey ◽  
Megan M Cleary ◽  
David K Edwards ◽  
Christopher A. Eide ◽  
Elie Traer ◽  
...  

Abstract Background: Recent 'omics'-based approaches have revealed that acute myeloid leukemia (AML) has significant genetic heterogeneity, and that clonal evolution in AML occurs through stepwise acquisition of somatic mutations. However, extrinsic factors may also influence this process. Here we provide strong evidence that inflammatory cytokines secreted in the AML microenvironment play a critical role in clonal expansion and disease progression. Specifically, we show that the proinflammatory cytokine IL-1 promotes in vitro clonal expansion in a large subset of primary AML samples and in vivo disease progression in a murine AML model. Methods: We used several functional assays to determine which extrinsic cytokine-activated pathways are essential for AML cell survival. We analyzed 90 primary AML samples ex vivo in the absence and presence of dose gradients of 98 distinct cytokines. We used stromal cells conditioned media and a recombinant cytokine cocktail (IL-3, IL-6, SCF, GCSF, FLT3L) for positive controls. The distributions for the positive and negative control allowed us to derive rigorous empirical thresholds to define cytokine dependence for individual samples. We also performed siRNA screens targeting 188 cytokine and growth factor receptors, and measured 30 different cytokines secreted in the plasma of peripheral blood and bone marrow samples using a multiplex Luminex assay. Functionally relevant pathways were validated using shRNA and genetic mouse models. Results: Several of the 98 cytokines promoted the growth of primary AML cells, including IL-1, GM-CSF, G-CSF, TPO, CXCL-1, IL-3, M-CSF, MCPs, TNF-α, and BMP-4. Many of these are known to induce an inflammatory response and cluster with the growth response to IL-1, a master mediator of innate immunity and inflammation. IL-1α and IL-1β had the most profound effect on the clonal expansion of myeloid progenitors, leading to 3- to 20-fold growth increase in 70% (63/90) of primary AML samples. Consistent with our findings from the cytokine screen, treatment of CD34+ AML cells with IL-1 led to increases in cell growth, survival, and clonogenic potential. Paradoxically, IL-1 suppressed both growth and colony formation in normal CD34+ cells. In support of these ex vivo findings, IL-1β was overexpressed in IL-1-sensitive AML bone marrow and peripheral blood samples compared to non-sensitive AML samples and normal samples. Intracellular FACS showed that 80% of the total IL-1β is secreted by monocytes, and to some extent by myeloid progenitors and stromal cells, but not by B or T cells in the AML bone marrow microenvironment. Consistent with this, most of the IL-1-sensitive AML samples exhibited monocytic and myelomonocytic features. These results suggest that IL-1 secreted in the bone marrow microenvironment regulates AML cell growth in a paracrine manner. Silencing of the IL-1 receptor, IL1R1, reduced the viability of AML primary samples by 60-80% and led to a significant ablation of clonogenic potential (80% reduction) of oncogene-induced leukemic cells (AML1-ETO9a, NRASG12D and MLL-ENL) in mouse bone marrow. In a murine bone marrow transplantation model, recipients of IL1R1-/- marrow transduced with AML1-ETO9a/NRASG12D survived significantly longer (39 days; range: 28-118) than did recipients of wild-type marrow (30 days; range: 27-61; p=0.012). Mechanistically, IL-1β regulates phosphorylation of p38MAPK, a downstream component of the IL-1 pathway, in AML progenitors and IL-1-sensitive AML samples exhibit more p38 phosphorylation as compared to normal cells. Conversely, knocking down IL1R1 or treating AML cells with p38MAPK inhibitors such as doramapimod reduced the growth of AML cells by decreasing p38MAPK phosphorylation. Conclusion: These results demonstrate a novel role for IL-1 and its receptor in promoting clonal growth and disease progression in a large subset of AML patients. Our findings suggest that AML patients may benefit from drugs targeting IL-1/IL1R1/p38MAPK signaling because of their potential to enhance normal hematopoiesis while inhibiting AML -- a significant clinical advantage over traditional chemotherapy, which kills both normal and leukemic cells.Since IL-1 and its receptors are not mutated in these patients, our data also highlight the importance of ex vivo functional screening for microenvironmental stimuli for the identification of novel therapeutic targets. Disclosures Tyner: Constellation Pharmaceuticals: Research Funding; Array Biopharma: Research Funding; Aptose Biosciences: Research Funding; Incyte: Research Funding; Janssen Pharmaceuticals: Research Funding. Druker:Cylene Pharmaceuticals: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; CTI Biosciences: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Blueprint Medicines: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Novartis Pharmaceuticals: Research Funding; Roche TCRC, Inc.: Consultancy, Membership on an entity's Board of Directors or advisory committees; Aptose Therapeutics, Inc (formerly Lorus): Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Bristol-Myers Squibb: Research Funding; Millipore: Patents & Royalties; McGraw Hill: Patents & Royalties; Henry Stewart Talks: Patents & Royalties; Fred Hutchinson Cancer Research Center: Research Funding; MolecularMD: Consultancy, Equity Ownership, Membership on an entity's Board of Directors or advisory committees; Leukemia & Lymphoma Society: Membership on an entity's Board of Directors or advisory committees, Research Funding; Sage Bionetworks: Research Funding; ARIAD: Research Funding; AstraZeneca: Consultancy; Gilead Sciences: Consultancy, Membership on an entity's Board of Directors or advisory committees; Oregon Health & Science University: Patents & Royalties; Oncotide Pharmaceuticals: Research Funding. Agarwal:CTI BioPharma: Research Funding.


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