Acute Myeloid Leukemia Cell Lines Research Articles

Histone Methyltranferase SETD8 Stimulates Proliferation and Anti-Apoptotic Effect in Acute Myeloid Leukemia through Epigenetically Upregulation of CXCR4

Acute myeloid leukemia (AML) is the most common type of leukemia., characterized by the rapid and uncontrolled growth of abnormal cells. Epigenetic modifications control gene expression without affecting its DNA sequence. H4K20me1 is the mono-methylation occurring on lysine 20 of histone H4, acting as an epigenetic mark that promotes gene expression. SETD8 is responsible for catalyzing the mono-methylation of lysine 20 on histone H4. While SETD8's role and mechanisms have been studied in various types of cancer, its function in AML remains unclear. This study is based on the screening of a small molecule compound library, which identified the inhibitor UNC0379 targeting the histone methyltransferase SETD8, showing clear inhibitory effects on three non-M3 AML cell lines. Bioinformatical analysis revealed elevated SETD8 expression in AML patients compared to normal individuals and higher SETD8 expression corresponded with lower overall survival rates (OS). Further investigations using AML cell lines and normal peripheral blood mononuclear cells (PBMCs) demonstrated that SETD8 knockdown or UNC0379 intervention inhibited cell proliferation and increased apoptosis in AML cells, while PBMC cells remained unaffected. In an AML model constructed with C1498 cell injection in C57BL/6J mice, we observed that SETD8 knockdown and treatment with UNC0379 inhibited tumor formation and infiltration. To elucidate the molecular mechanism of SETD8's impact on AML, we conducted transcriptome sequencing on SETD8 knockdown AML cells and found significantly decreased mRNA expression of CXCR4, which was further validated at the protein level. Also, BeatAML and TCGA datasets demonstrated a positive correlation between SETD8 and CXCR4 mRNA expression. These phenomena motivated us to clarify the regulation relationship between SETD8 and CXCR4. CXCR4 is a crucial membrane receptor. After stimulation, it promotes AML cell proliferation and survival. CHIP experiments in SETD8 knockdown cells revealed reduced H4K20me1 enrichment in the CXCR4 promoter region. Subsequent rescue experiments demonstrated that overexpressing CXCR4 or using its corresponding agonist SDF-1alpha in SETD8 knockdown cells moderately restored cell proliferation and reduced apoptosis. In summary, we discovered that SETD8 promotes CXCR4 transcriptional activation through catalyzing the H4K20me1 mark, thereby influencing AML cell proliferation and apoptosis. SETD8 presents a promising therapeutic target through genetic or pharmacological intervention.

Exploring the Mechanisms of Venetoclax Resistance Via Drug Screening and Genome-Wide CRISPR Screening

Introduction: Combining Venetoclax, a selective BCL-2 inhibitor, with hypomethylating agents has revolutionized frontline acute myeloid leukemia (AML) treatment. Despite its success, the occurrence of resistance remains a significant concern, limiting the range of available treatment alternatives. Little is known about the mechanism by which the cells escape the treatment. Recent studies have observed MCL1 upregulation in AML cells to promote resistance, and the rationale to use an MCL1 inhibitor became attractive. Although MCL1 inhibitors work exceptionally well in vitro their clinical trials were unsuccessful due to their toxicity. Here, we aim to identify other genes responsible for acquiring resistance and tackle the problem through screening for clinically approved drugs to rapidly benefit the patients with our study. Methods: First, we generated a model of the venetoclax resistance from 3 AML cell lines: MOLM-13, HL-60 and MV4-11. Resistance was achieved through chronic administration of the compound, inhibiting cell viability to 80-90% in multiple rounds by gradually increasing concentrations until the cells developed resistance. We have then characterized these Venetoclax-resistant (VeR) cells using quantitative RT-PCR and RNA sequencing to reveal the mechanisms behind their resistance. VeR cell lines were subjected to drug screening with a library of 859 FDA and EMA-approved compounds with various clinical indications. Cell viability in response to the drug library was assessed after 72h by Cell-Titer Glo and evaluated against the wild-type counterparts. Top-performing compounds were validated in dose-response curves, and synergy scores were identified from combinational treatments. Simultaneously, we performed genome-wide CRISPR/Cas9 knockout screening using Brunello CRISPR knockout library on both MOLM-13 wild-type (WT) and VeR cell lines to identify genes that maintain the resistance to venetoclax and genes that may potentially synergize with targeting BCL-2. Results: Results from the CRISPR screen pointed out multiple genes whose loss of function may contribute to venetoclax resistance in MOLM-13 cells, among which BAX, NOXA, ELAVL1 and TP53 ranked as top hits. On the contrary, we also identified several genes whose loss of function sensitized the cells to venetoclax (e.g., MCL1, OPA1, CDK2, MCAT), suggesting them to be promising therapeutic targets. Among these hits, CDK2 correlates with our drug screening data indicating Flavopiridol as an effective compound in treating VeR cell lines. Moreover, we confirmed the elevated MCL1 gene expression for the MOLM-13 VeR cell line through RNAseq (and qPCR) and detected an altered expression of genes mainly in metabolic pathways and PI3K-Akt signaling pathway via differential gene expression analysis. Our drug screening results revealed overall high efficacy of DNA-damaging agents, proteasome and HDAC inhibitors for both WT and VeR cell lines. We also included an MCL1 inhibitor as a positive control in our drug library and confirmed a synergistic effect when combined with venetoclax. Conclusion: Integrating a range of screening approaches may lead to discovering previously unknown therapeutic targets for venetoclax-resistant AML. Our screens confirmed previously described involvement of the apoptotic pathway genes in venetoclax resistance as well as identified some novel promising targets. Our ongoing efforts involve thorough validations of the identified hits from CRISPR and drug screening to enhance the reliability and translatability of the results. This project was partly supported by grants MUNI/A/1330/2021, MUNI/A/1419/2021 OPRDE (No.CZ.02.2.69/0.0/0.0/19_073/0016943) and project NICR (EU program EXCELES, No. LX22NPO5102).

Improving Anti-Tumor Efficacy of CAR T-Cell Therapy for Acute Myeloid Leukemia (AML): Results from a Multi-Drug Interaction Screening Approach

Background: Acute myeloid leukemia (AML) is a hematopoietic malignancy characterized by uncontrolled proliferation and impaired differentiation of myeloid progenitor cells. With a 5-year overall survival of approx. 30%, the prognosis of patients with acute myeloid leukemia remains poor, in particular for those with relapse or refractory disease. The adoptive transfer of T-cells genetically modified to express a chimeric antigen receptor (CAR) have shown impressive remission rates in patients with B-cell lymphoid malignancies. In contrast, CAR T-cell therapy for AML has induced durable remission only in a minority of patients so far, highlighting the need for strategies to improve anti-tumor efficacy and persistence of AML-specific CAR T-cell products. Adapting an established high throughput screening platform, we aimed to identify compounds with the potential to enhance CAR T-cell mediated cytotoxicity through interaction with tumor and/or CAR T-cells. Methods: We established a high throughput platform to determine the cytotoxicity of four different AML-specific CAR T-cell products targeting CD33 (CD33.CD28.41BB.zeta), CD70 (CD27.zeta), CLL1 (CLL1.CD28.zeta) and EMR2 (also known as ADGRE2; EMR2.41BB.zeta) in the presence of 32 compounds at five different concentrations in a 10,000-fold concentration range. CAR T-cells were generated by transduction of activated T-cells derived from peripheral blood mononuclear cells (PBMCs) of three healthy donors with a gamma retroviral vector containing the different CAR constructs. On day 11 after activation, CAR T-cells and non-CAR-transduced control T-cells were incubated with luciferase-expressing target cells at an effector-target ratio of 1:4 in 384-well plates. Viability of target cells cultured with CAR T-cells, control T-cells or in the absence of T-cells was calculated after 24 and 48 hours using a luciferase signal intensity assay. Combinatorial toxicities were calculated with the Bliss Independence model for synergistic effect and the highest single agent model for additive combination effect. Results: In quality analysis, the intensity of luminescence signals in control wells (tumor only, non-CAR-transduced control T-cells) of different plates was similar and principal component analysis (PCA) of samples derived from different days (batches) did not show significant differences ruling out relevant edge or batch effects that could negatively impact the screening results. Of all tested compounds birinapant, a peptidomimetic of second mitochondrial-derived activator of caspases (SMAC) and inhibitor of apoptosis protein (IAP) family proteins and the hypomethylating agent (HMA) decitabine showed the strongest improvement of CAR T cell cytotoxicity in an additive but also in a synergistic manner. These effects were evident in CAR T-cell products derived from all different T cell donors without significant differences. Depending on the structural composition of the CAR construct, the strongest drug-induced improvement of CAR T-cell cytotoxicity was seen either after 24 or 48 hours. The third generation CAR T- cell construct (CD33.CD28.41BB.zeta) showed enhanced cytotoxicity already after 24 hours, whereas significant anti-leukemic efficacy of CD27.zeta, CLL1.CD28.zeta and EMR2.41BB.zeta CAR T-cells became evident at the later 48 hours timepoint. Importantly, co-treatment with birinapant and decitabine particularly enhanced the cytotoxicity of EMR2-specific CAR T-cells which exhibited the lowest baseline anti-tumor efficacy compared to all other CAR constructs highlighting the potential of distinct chemical compounds to improve the functionality of AML-specific CAR T-cells. Conclusion: Our data suggest that high throughput drug interaction screens are a reliable approach to investigate the impact of chemical compounds on the functionality of AML-specific CAR T-cell products. HMA and SMAC mimetics are promising candidates that may potentially enhance the cytotoxicity of CAR T-cells. Ongoing studies are evaluating the effect of HMAs and SMAC mimetics on CAR T-cell proliferation and anti-tumor efficacy against AML cell lines and primary AML patient samples upon serial antigen stimulation. Furthermore, in-depth proteogenomic characterization to identify molecular signatures of enhanced functionality are currently being performed.

Wilms' Tumor 1 Functions As a Tumor Suppressor to Suppress FLT3-STAT Signaling and Epigenetic Remodeling in Acute Myeloid Leukemia (CALGB 8461, 9665 and 20202; Alliance)

The Wilms' Tumor 1 ( WT1) gene is a transcription factor that is recurrently mutated or commonly overexpressed in several cancer types. In acute myeloid leukemia (AML), frequent overexpression of WT1 and poor patient outcomes associated with WT1 mutations highlight its importance in the disease; however, there are no tailored treatments for these patients. Furthermore, WT1's fundamental role as either an oncogene or tumor-suppressor remains unresolved. Here we examine the roles of both wild-type and mutant WT1 in AML through epigenetic and mechanistic studies. Using our findings we propose a personalized treatment strategy. WT1 mutations are enriched in the NPM1 mut subset of AML; thus we first focused our study on a cohort of 581 patients with de novo AML and NPM1 mutations enrolled on Alliance for Clinical Trials in Oncology studies. Transcriptomic analyses revealed that WT1 mut patientsphenocopied a distinct, aberrant gene expression signature associated with FLT3 internal tandem duplications (ITD), a mutation known to activate STAT signaling and associated with poor outcome in AML. We observed that WT1 expression levels were remarkably elevated in FLT3-ITD patients and were driven by STAT5A binding to the WT1 promoter. STAT5A binding and subsequent WT1 upregulation were blocked by small molecule FLT3 inhibitors. These findings linking FLT3 activity with WT1 expression raise two possibilities: either WT1 is an oncogene cooperating with the FLT3-STAT pathway, or WT1 naturally functions to suppress FLT3 signaling in a negative feedback loop subverted by WT1 mutations. As WT1 interacts with TET2 to facilitate epigenetic remodeling and DNA binding, we performed genome-wide DNA methylation analysis on WT1 mut AML patients and observed selective hypermethylation of WT1 binding motifs consistent with loss of function. We confirmed that WT1 mutations in AML commonly cause truncation of the C-terminal DNA binding domain in our patient cohort. Using co-immunoprecipitation, ChIP-sequencing and luciferase reporter assays, we found that mutant WT1 functions as a dominant-negative, inhibiting WT1 derived from the wild-type allele. Investigation of WT1 target genes by intersecting transcriptomic and DNA methylation profiles identified hypermethylation and downregulation of miR-193a, leading to a significant downregulation of miR-193a-3p in WT1 mut AML patients. Overexpression of wild-type, but not mutated, WT1 rescued miR-193a expression in AML cell lines. Enforced expression of miR-193a significantly delayed AML onset in vivo. In addition, overexpression of miR-193a in multiple human AML cell lines and primary patient samples impaired AML cell growth and colony-forming capacity while promoting monocytic differentiation, underscoring its role as potent tumor suppressor. Therapeutic modulation of miRNA levels in cancer patients has been limited by inefficient delivery and tissue enrichment. To overcome this, we tested a novel lipid-nanoparticle (LNP) formulation of miR-193a-3p (INT-1B3), currently being investigated in a phase I clinical trial (NCT04675996). Biweekly i.v. treatments of INT-1B3 in the immunocompetent Hoxa9/Meis1 (H9M)-transduced model system prevented AML formation, highlighting the potent anti-leukemic activity of this miRNA based therapeutic. Overexpression of miR-193a-loaded LNPs downregulated FLT3 expression and suppressed STAT signaling in primary AML samples. Finally, treatment of primary AML cells with FLT3 inhibitors revealed enhanced sensitivity of WT1 mut cells in the absence of FLT3-ITD, highlighting the role of wild-type FLT3 in WT1 mut cells. In summary, we uncovered a critical negative-feedback loop maintained by WT1 to suppress FLT3 activity. Loss-of-function WT1 mutations subvert the tumor suppressor function of WT1 via failure to maintain miR-193a expression, leading to increased FLT3 expression and STAT5 signaling, subsequently impairing differentiation, increasing proliferation and disease aggressiveness in AML (Figure 1). Our findings advocate for use of FLT3 inhibition and miR-193a supplementation for treatment of WT1 mut patients, a subgroup with poor outcomes and no targeted treatment options.

Homoharringtonine Enhances the Anti-Leukemia Effect of Venetoclax in Acute Myeloid Leukemia with t(8;21)(q22;q22) Via Regulation of c-Myc/Bim Axis

Purpose: Recently, small cases reports showed that acute myeloid leukemia (AML) with translocation (8;21)(q22;q22) [t(8;21) AML] responded poorly to venetoclax (VEN) plus azacitidine (AZA) (VA) regimen. Our previous study revealed homoharringtonine (HHT) enhanced the the killing effect of VA in AML. This study went further to explore the mechanism of VEN-resistance and the synergetic effect of VEN and HHT (VH) in overcoming resistance in t(8;21) AML. Methods: Patients with/without t(8;21) AML, being treated with VA with/without HHT were included for response assessment. Synergetic effect and mechanism of VEN combined with HHT or AZA was studied in cell lines, primary cells and mice. Results: Patients with t(8;21) AML acquired significantly lower CR/CRi rate than those without, with VA regimen as frontline (1/5 vs. 56/82, P=0.027) or salvage treatment (1/10 vs. 60/127, P=0.023), while the CR/CRi rate was comparable between the two cohorts with VA plus HHT (VAH) as salvage treatment (9/13 vs. 102/152, P>0.05). Synergetic effect in anti-leukemia was observed in VH but not VA in t(8;21) AML cell lines, primary cells and cell line-derived xenograft mice. Transcriptome RNA-sequencing and western blot detection found c-Myc and its downstring signialing were significantly decreased with the treatment of VH but not VA as compared to the controls. In addition, VEN induced accumulation of c-Myc in t(8;21) cells. Genetic silencing or pharmacological inhibition of c-Myc restored VEN sensitivity in t(8;21) cells. Co-immunoprecipitation assay found Bim, the crucial BH3-only protein, participated in the course of VH-inducing apoptosis. Direct or indirect inhibition of c-Myc increased expression of Bim, while overexpression of c-Myc significantly inhibited the transcription of Bim in t(8;21) cells. CUT&RUN assay revealed two functional sites of c-Myc binded to the promoter of Bim gene. Conclusion: Abnormal activation of c-Myc might contribute to the resistance of VEN via suppression of Bim in t(8;21) AML. HHT might enhance the killing effect of VEN by regulation of c-Myc/Bim axis. Key words: acute myeloid leukemia, t(8;21), homoharringtonine, venetoclax, c-Myc

A Potential Link between hnRNP K and Cebpα: Implications for Ribosomal Dysfunction in Acute Myeloid Leukemia (AML)

Deletion of the long arm of chromosome 9, del(9q), is a recurrent genetic abnormality involving the haploinsufficient loss of the RNA binding protein hnRNPK and is often associated with poor treatment responses in AML. In addition to reduced hnRNP K expression, other critical proteins, not localized to this locus, are also aberrantly expressed in del9q AML. One protein of critical interest is CEBPα, a well-established myeloid differentiation transcription factor. Recently, CEBPα was discovered to have a novel role in ribosomal RNA (rRNA) synthesis. However, as opposed to CEBPα, hnRNP K's role in RNA stability, rRNA processing, and ribosomal functions is already firmly rooted. Collectively, these results suggest that del(9q) AML dysregulations in hnRNP K and CEBPα expression may have a multi-faceted influence on ribosomal biogenesis and protein translation. Previously, we used animal models and patient samples to demonstrate that Hnrnpk haploinsufficiency alters CEBPa expression, suggesting that reduced hnRNP K expression contributes to decreased CEBPα levels and activity. These findings led us to hypothesize that these distinct, yet interconnected proteins, play a cooperative role in regulating rRNA synthesis in two major ways. Firstly, hnRNP K directly governs rRNA processing and ribosomal loading. And secondly, via hnRNP K's mediated regulation of the nucleolar-localized isoform of CEBPα (p42 isoform), which was recently shown to enhance recruitment of RNA polymerase I to rRNA genes. To explore these relationships, we used AML patient samples, Hnrnpk haploinsufficient animal models, si- and sh- HNRNPK AML cell lines, and biochemical analyses. Initially, RPPA, CyTOF, and western blot analyses were used to investigate how reduced hnRNP K levels affect proteins involved in ribogenesis and protein translation. Here, we observed a direct correlation between hnRNP K expression and defects in proteins and pathways involved in protein translation, such as mTOR, phos-S6, and eEF- and eIF-family members, and CEBPa (log 10pAdj < .0001). Subsequently, we performed polysome assays that revealed 40S and 60S subunit formation was impaired in AML cell lines with reduced hnRNP K levels. Across multiple cell lines, reduced hnRNP K expression directly led to a significant increase in monosomes (unbound/inactive ribosomes; p < 0.01) and a significant decrease in polysome-bound RNA (p < 0.05) . Critically, HNRNPK haploinsufficiency and si- and sh- HNRNPK knock down experiments disrupted the abundance and processing of the 47S transcript (p < 0.05). To understand the impact that hnRNP K has on CEBPα in the context of rRNA biology, we performed co-immunoprecipitation of hnRNP K followed by RNA-seq (RIP-Seq) in human AML cell lines KG-1 and KG-1a. 1076 interacting RNAs were identified, which were strongly enriched in transcription factors implicated in myeloid biology, including CEBPA (log 2pAdj < .0001). Biochemical analyses of sequence-specific motifs conferred direct and functional interactions between hnRNP K and the 5‘ and 3‘ UTRs of the human CEBPA. These interactions support our in vivo findings that del9q AML and Hnrnpk haploinsufficiency lead to reduced CEBPA expression, specifically in the p42 isoform, potentially impacting its role in nucleolar localization and rRNA transcription regulation. Currently, we are evaluating the significance of these interactions at both the biological and translational levels. Using biochemical and cell-based assays, we are evaluating the direct effect that Hnrnpk haploinsufficiency has on rRNA abundance and on the processing of ITS products in the context of CEBPA. Through the use of viability screens, we are examining the efficacy of inhibitors of protein translation, translation initiation, and RNA Pol I on leukemic cells with 9q deletions of reduced hnRNP K expression. Altogether, these findings identify an uncharacterized relationship between del9qAML ( HNRNPK haploinsufficiency), CEBPα expression, and ribogenesis, providing valuable insight towards mechanisms driving this subtype of leukemia. Collectively, these data also suggest that del9q AML represents a novel and currently uncharacterized ribosomopathy.

The UBE2J2/UBE2K-MARCH5 Ubiquitination Machinery Regulates Apoptosis in Response to Venetoclax in Acute Myeloid Leukemia

Evasion of apoptosis is crucial for the growth, survival and chemoresistance of many cancer types, including acute myeloid leukemia (AML); thus, the reactivation of apoptosis can be exploited as a therapeutic approach. Apoptosis induction is mainly controlled by the balance between anti-apoptotic and pro-apoptotic BCL2 family proteins on the mitochondrial membrane. Venetoclax, a selective inhibitor antagonizing the anti-apoptotic protein BCL2, has emerged as a promising therapy in AML. Despite high response rates in combination with hypomethylating agents, however, some patients display upfront resistance, and most patients will ultimately relapse. Therefore, identification of synergistic targets for combination therapies with venetoclax is important for improving the clinical application of this drug. To systematically identify key genes that can modulate the venetoclax effect, we performed a genome-scale CRISPR-Cas9 screen in the AML cell line MV4-11. Consistent with previous reports, loss of the apoptosis effector BAX or the pro-apoptotic gene NOXA ( PMAIP1) caused venetoclax resistance, while sgRNAs targeting the anti-apoptotic genes BCLXL ( BCL2L1), BCL2L2 and BCL2A1 were significantly more depleted in venetoclax-treated cells. Furthermore, depletion of the E2 ubiquitin-conjugating enzymes, UBE2J2 and UBE2K, ranked highly among the venetoclax sensitizers. We validated that deletion of either UBE2J2 or UBE2K increased induction of apoptosis in multiple AML cell lines and patient-derived xenograft (PDX) cells upon venetoclax treatment and was deleterious as single gene perturbation in some models. Exploiting the Broad Institute Cancer DepMap dataset, which includes genome-scale CRISPR-Cas9 screens in over 1000 cancer cell lines, revealed that dependency on UBE2J2 or UBE2K significantly correlated with a dependency on the E3 ligase MARCH5. We previously identified the repression of MARCH5 as a strong inducer of apoptosis in AML. Since E2s coordinate with ubiquitin E3 ligases to execute ubiquitination, this DepMap result suggested that UBE2J2 and UBE2K serve as MARCH5 E2 partners. To test this hypothesis, we utilized NanoBiT technology, a structural complementation reporter system, to detect protein interactions between MARCH5 and the E2 candidates. LgBIT and SmBIT, two split subunits of luciferase, were fused with MARCH5 and the E2 proteins, respectively. The luminescent signal was activated upon the co-expression of LgBIT-MARCH5 with either of the SmBIT-tagged E2 proteins but not an empty vector, suggesting that MARCH5 and UBE2J2/UBE2K constitute ubiquitination machinery that regulates apoptosis in AML. We next tested the possible redundancy between the two E2s and showed that the double knockout of UBE2J2/ UBE2K further enhanced the venetoclax sensitivity. MARCH5 depletion results in increased NOXA expression, an important node in dictating venetoclax response. Several reports indicated that NOXA is also a critical downstream mediator of MARCH5. In contrast, we previously showed that MARCH5 can regulate apoptosis independently of NOXA in AML. To reassess the role of NOXA and other pro-apoptotic proteins in MARCH5-mediated apoptosis, we conducted an unbiased CRISPR rescue screen in a MARCH5-dTAG degradation system derived from PDX17-14, a complex karyotype, MLL-AF10 PDX model. BAX was the top rescuing target, emphasizing that apoptosis induction is the main mechanism accounting for the growth inhibition of MARCH5-depleted cells. However, depletion of other pro-apoptotic BCL2 members, including NOXA and BIM, did not rescue MARCH5 depletion in this screen consistent with our previously published data. Here, we confirmed that NOXA KO does not rescue MARCH5 depletion in additional AML models. Similarly, KO of UBE2J2 or UBE2K can repress AML cell growth and increase venetoclax sensitivity even in the context of NOXA KO. Our study highlights that UBE2J2 and UBE2K are two important functional partners of MARCH5 in regulating apoptosis in AML cells and can serve as additional targets for enhancing venetoclax efficacy. Unbiased screening and low-throughput target validation further emphasize that the MARCH5 ubiquitination machinery regulates apoptosis in AML cells largely in a NOXA-independent manner. Additional studies are needed to dissect the MARCH5/UBE2J2/UBE2K complex-mediated apoptosis regulation in AML.

Utilizing Chemotherapy to Enhance the Anti-Tumor Properties of Ex Vivo Expanded Gamma Delta (γδ) T Cells Against Acute Myeloid Leukemia

Background: Acute myeloid leukemia (AML) is the second most common type of blood cancer in children with a high rate of treatment failure and aggressive relapse. While allogeneic HSCT offers a cure, limitations arise in achieving remission prior to transplant. Immunotherapy-based approaches can induce remission, gaining interest in AML. Here, we explore the use of gamma delta (γδ) T cells as a promising tool to fulfill this unmet need. Unlike predominant alpha beta (αβ) T cells, γδ T cells do not require antigen presentation and identify their targets in a major histocompatibility complex (MHC) independent manner. Allogeneic γδ T cells thus have minimal risk of causing graft-versus-host disease (GvHD), creating ‘off-the-shelf’ cellular therapeutics. This would be ideal to target AML, especially given the aggressive nature of relapsed disease. Cytotoxic mechanisms used by γδ T cells include recognition of cellular stress molecules such as NKG2D and DNAM-1 receptor ligands on target cells, activation of death receptor pathway through Fas-FasL and TRAIL-R interactions, as well as γδ ΤCR mediated killing through recognition of butyrophilins (BTNs) on target cells. These stress molecules are expressed on AML cells and can be further upregulated through chemotherapeutic agents such as azacitidine (a hypomethylating agent) and venetoclax (BCL-2 antagonist), drugs currently in use to treat relapsed AML. Here, we tested these drugs in combination with γδ T cells to target AML. Methods Our studies explored four different AML cell lines (Kasumi-1, Nomo-1, MV4-11 and MOLM13). Each one was respectively treated at their corresponding inhibitory concentration 25 (IC 25) and 50 (IC 50) of azacitidine and/or venetoclax for 24 hours. After treatment, AML cells were assessed by flow cytometry for expression of NKG2D and DNAM-1 ligands, death receptor pathway molecules (CD95, TRAIL-R1/R2) as well as the butyrophillins (BTN2A and BTN3A1) to elucidate which pathways are over-expressed, aiding in γδ T cell targeting and cytotoxicity. Next, we co-cultured AML cells pre-treated with azacitidine and/or venetoclax with γδ T cells and measured cytotoxicity using a flow cytometry-based assay and a bioluminescence assay. Results: Each cell line expressed a unique pattern of markers at baseline. Cell lines treated with azacitidine had a robust expression of the NKG2D ligands ULBP1, ULBP2/5/6 and ULBP3. Azacitidine also increased CD155 and TRAIL-R2 in Nomo-1 while CD112 increased in MOLM13. Most venetoclax-treated AML cells over-expressed BTN2A and BTN3A1 along with CD95 in MOLM13. Cell lines were then treated with a combination of both drugs. Dual treatment of cells resulted in a significant increase in expression of most NKG2D markers as well the death receptor Fas (CD95). Additionally, increase in CD155 as well as BTNs was seen in several cell lines. Importantly, azacitidine and venetoclax had minimal effects on the viability of γδ Τ cells when treated for 24 hours. In vitro cytotoxicity studies indicate increased cell death across multiple AML cell lines when γδ T cells were co-cultured with cells pretreated with azacitidine and venetoclax. Conclusions: Azacitidine and venetoclax treatment resulted in upregulation of several markers involved in γδ Τ cell-mediated cytotoxicity. Ex vivo expanded γδ Τ cells combined with chemotherapy-treated AML cells resulted in increased overall cytotoxicity, which is likely both additive and synergistic. Our next steps include preclinical validation of this combinatorial approach in an in-vivo mouse study.

First Disclosure of AZD9829, a TOP1i-ADC Targeting CD123: Promising Preclinical Activity in AML Models with Minimal Effect on Healthy Progenitors

CD123 is a cell surface protein that is overexpressed in several hematologic malignancies including acute myeloid leukemia (AML) and myelodysplastic syndrome (MDS) with restricted expression in normal hematopoietic stem cells. Clinical development of an antibody drug conjugate (ADC) with first-in-class opportunity for a Topoisomerase I inhibitor (TOP1i) payload in haem malignancies including CD123-expressing AML and MDS is planned. We describe for the first time the preclinical activity of AZD9829, a CD123-targeting antibody conjugated to Astrazeneca's proprietary TOP1i payload, AZ14170132, with a drug-to-antibody ratio of 8. AZD9829's primary mechanism of action is to deliver TOP1i payload into CD123-expressing cancer cells, leading to DNA damage and apoptosis. Compared to other AML targets like CD33, CD123 is highly expressed in AML patient bone marrow (BM) with limited expression in healthy donor BM (Figure 1). AZD9829 showed robust in vitro killing of CD123-positive AML cell lines and demonstrated targeting of BM-resident tumor cells in AML patients, with mild, transitory effects on the BM compartment from healthy donors. We showed that a single intravenous (IV) dose of AZD9829 was sufficient to induce 100% tumor growth inhibition (TGI) in high and low CD123-expressing AML cell line xenografts at 2 mg/kg and 3 mg/kg, respectively. Anti-tumour activity of AZD9829 was also observed across a panel of 13 AML patient-derived xenograft (PDX) models representing AML disease heterogeneity with diverse mutation status, disease stage, prior treatment response, and expression level of CD123. These disseminated PDX models were treated with weekly IV dosing of AZD9829 at 5 mg/kg, for two doses. AZD9829 achieved ≥50% leukemic blast reduction in blood (7/7 models) (Figure 2) and in bone marrow (6/7 models) at day 14 after the first dose. Furthermore, AZD9829 demonstrated durable blast reduction at day 28 after the first dose with leukemic blast reduction in blood (7/13 models) and in bone marrow (5/13 models). Safety studies in cynomolgus monkey support the clinical development of AZD9829, a promising therapeutic candidate for the treatment of AML across the spectrum of CD123-expression and genetic mutations.

PDZD2 Is Required for Normal Erythropoiesis and Its 37-KDa Secreted Product, sPDZD2, Functions As a Soluble Tumor Suppressor in AML

PDZ domain-containing protein 2 (PDZD2) is expressed in normal hematopoietic stem and progenitor cells (HSPC), specifically HSC, MPP, and erythroid progenitors, however, it is almost universally lost through hypermethylation in acute myeloid leukemia (AML). PDZD2 encodes for a 300-kDa protein containing 6 PDZ domains. The full-length protein is cleaved in the cytoplasm in a caspase 3-dependent manner, and the C-terminal fragment containing PDZ domains 5 and 6 is secreted to the tissue microenvironment as a 37-kDa protein known as secreted PDZD2 (sPDZD2). sPDZD2 has been reported to function as a tumor suppressor in some solid tumors, including breast, prostate, and liver cancer. Thus, we hypothesized that PDZD2 is required for normal hematopoiesis and that sPDZD2 functions as a soluble tumor suppressor in the hematopoietic system. We first sought to determine if sPDZD2 is secreted to the bone marrow (BM) microenvironment. Using an ELISA to quantify sPDZD2 levels in BM plasma isolated from healthy donors (n=6) and primary AMLs (n=20), we confirmed its secretion by normal CD34+ HSPCs (NBM) and downregulation in AMLs (NBM: 169 ± 17.53 vs AML: 46.12 ± 6.70 ng/ml; p<0.0001). In addition, AML cell lines (n=7) secreted significantly lower levels of sPDZD2 into the culture medium than normal HSPCs (n=2) (NBM: 28.71 ± 1.76 vs AML: 4.62 ± 1.19 ng/mL; p<0.0001). Next, to study the role of PDZD2 in normal hematopoiesis we performed in vitro myeloid and erythroid differentiation and colony-forming unit assays in CRISPR-Cas9-edited human HSPCs. CD34+ cells from healthy donors were electroporated with recombinant Cas9-sgRNA ribonucleoprotein complexes targeting PDZD2 and editing confirmed by T7I endonuclease assay and Sanger sequencing. PDZD2-edited cells (PDZD2 KO) were plated either on methylcellulose or liquid differentiation cultures (n=6). PDZD2 KO resulted in decreased colony number of all types (Control: 172.5 ± 34.37 vs PDZD2 KO: 137.0 ± 18.25, p<0.05), indicating reduced colony-forming potential. In addition, loss of PDZD2 resulted in a delay in terminal erythroid differentiation with an accumulation of pro-erythroblasts (CD71+CD235a lowCD105 high, p<0.05) and late basophilic erythroblasts (CD71+CD235a highCD105 int, p<0.01) as well as decreased orthochromatic erythroblasts (CD71+CD235a highCD105 neg, p<0.01) in a tri-phasic liquid culture system. By contrast, PDZD2 KO had no impact on myeloid differentiation. To determine the role of Pdzd2 in vivo, we took advantage of a Pdzd2 Gt/Gt gene-trap (GT) mouse model and performed peripheral blood (PB) and BM analysis compared to wild-type (WT) controls. PB counts at 2 months of age (n=6-9 per genotype) showed anemia, with a significant decrease in both red blood cell counts (WT: 9.04 ± 0.26 vs GT: 7.58 ± 0.47 x10 6/mL; p=0.026) and hemoglobin levels (WT: 14.88 ± 0.46 vs GT: 12.30 ± 0.81 g/dL; p=0.036), an observation compatible with the impaired erythropoiesis seen in vitro after PDZD2 KO in human HSPCs. In addition, we observed a trend to decrease megakaryocyte-erythroid progenitors (MEPs) and short-term HSCs in the BM of 3 months-old mice (n=3), though the small size of the cohort prevented robust statistical analysis. Next, we sought to evaluate the tumor suppressor role of sPDZD2 in the context of AML. We treated a panel of AML cell lines (n=9) and primary human AML specimens (n=4) with recombinant sPDZD2 ( r-sPDZD2; dose: 100nM-300nM/day) for a period of 8 days. AML cells showed dose-dependent growth inhibition (CellTiter-Glo, p<0.05 for all) and increased expression of either CD11b or CD15 differentiation markers. Cell cycle analysis on day 8 revealed that AML cells treated with r-sPDZD2 were arrested at G0/G1 phase compared to control. In summary, our study is the first to shed light on a previously unrecognized role for PDZD2 in hematopoiesis. Loss of PDZD2 in HSPC resulted in impaired erythroid differentiation both in vitro and in vivo. Moreover, our findings validate a soluble tumor suppressor role for sPDZD2 in AML, similar to that seen in solid tumors. Importantly, we further demonstrate a potential role for r-sPDZD2 as a novel therapeutic approach for AML.

NAMPT Haploinsufficiency Is a Therapeutic Vulnerability in High-Risk Myeloid Malignancies

Monosomy 7 (−7) and del7q are the most common high-risk cytogenetic abnormalities and occur across the spectrum of myeloid disorders. -7/del(7q) also co-occur with other high-risk factors such as mutations or deletion of TP53. Standard, non-specific chemotherapy drugs are less effective in these high-risk patients, resulting in a median survival rate of approximately one year. To identify novel, targeted agents for these neoplasms, we sought “collateral lethal” genes, i.e. essential, druggable genes encoded on chromosome 7 that are haploinsufficient upon their loss of heterozygosity. To this end, we first identified essential genes located on chromosome 7. We mined genome-wide CRISPR/Cas9 screen data from 27 human acute myeloid leukemia (AML) cell lines within the DepMap database and identified 65 chromosome 7-encoded, candidate essential genes in AML. To determine those essential genes with known inhibitors, we intersected these 65 candidates with the Drug-Gene Interaction and canSAR.ai databases. We found that nicotinamide phosphoribosyltransferase ( NAMPT), the rate-limiting enzyme that catalyzes the first step of NAD + biosynthesis from nicotinamide, was one of four essential and druggable targets on chromosome 7. Notably, NAMPT was the only essential gene on chromosome 7 with a first-in-class orally bioavailable inhibitor, KPT 9274, currently in clinical trials (NCT04914845). Moreover, NAMPT DNA copy number, mRNA, and protein levels all negatively correlated with cell line sensitivity to NAMPT loss, implicating NAMPT as a collateral lethal candidate gene. We confirmed that isogenic human AML cell lines CRISPR-engineered to partially reduce NAMPT DNA copy led to reduced NAMPT protein levels, indicating NAMPT is a haploinsufficient gene. Cells with ~50% NAMPT levels were significantly more sensitive to the KPT 9274 treatment, and became less viable and more apoptotic, compared to control locus edited cells. To determine whether TP53 status could alter this vulnerability, we generated cell lines with both TP53 loss and 50% NAMPT loss. We found TP53 mutational status did not attenuate the observed effects of NAMPT inhibition on cell survival. Viability assays with primary patient AML samples confirmed that -7/del(7q) status imparts significantly elevated sensitivity to KPT 9274 treatment than samples with diploid chromosome 7 alleles. In summary, our findings reveal NAMPT heterozygosity as a therapeutic vulnerability in high-risk myeloid neoplasms that warrants clinical follow-up. Further, we provide a framework centered on data-mining for uncovering collateral lethal genes in other cancers with recurrent chromosomal arm level deletions.

CD38-Directed, Single-Chain T Cell-Engager Targets Leukemia Stem Cells through IFNγ-Induced CD38 Expression

Leukemia stem cells (LSCs), enriched in the CD34+CD38- AML population, are considered the main drivers of relapse in acute myeloid leukemia (AML). While more differentiated progenitors and bulk AML blasts reside in the CD34+CD38+ fraction, targeting CD38 in AML is less pursued, as LSCs are mainly CD38-. We show IFNγ (10 ng/ml) induced an increase in CD38 mRNA (mean fold change IFNγ over vehicle = 7.7, p=0.03, n=3) and surface CD38 (mean CD38 High% population IFNγ 56%±17 vs vehicle 16%±10, p<0.0001) in both CD34+ and CD34- AML primary blasts, and decreased the clonogenic activities of primary AML cells (colony forming unit IFNγ 50±36 vs vehicle 216±117, p=0.002, n=4) regardless of cytogenetics. scRNA and total RNA sequencing data in CD34+ AML primary blasts showed that upon IFNγ treatment, CD38 and Interferon Regulatory Factor 1 (IRF-1) were consistently the most upregulated genes compared to vehicle (>2.5 Log 2 Fold Change; p=0; FDR=0). Furthermore, gene set enrichment analysis (FDR=0) indicated IFNγ induced an upregulation of genes involved in apoptosis and DNA repair, and a suppression of genes in the pro-oncogenic Wnt beta catenin pathways. CD38 luciferase-based reporter assays, chromatin immunoprecipitation, and IRF-1 knockdown experiments in AML cells showed that, upon IFNγ treatment, IRF1 is pivotal in CD38 transcriptional regulation. Because CD4+T helper type 1 and CD8+ cytotoxic T cells release IFNγ once engaged on their target, we hypothesized a CD38-directed T cell engager will convert CD34+CD38- LSC into CD34+CD38+ blasts via the secreted IFNγ to kill LSCs and blasts. We created a single chain construct (BN-CD38), inserting a CD38 nanobody between the light and heavy chains of an anti-CD3 Fab using two short peptide linkers. Based on modeling, BN-CD38 reproduces the distance between T cell receptor and the major histocompatibility complex, mimicking the natural immunological synapse. Surface plasmon resonance and cytometry studies showed BN-CD38 had strong binding affinity to both CD38 (K D 4.77xE -10 M) and CD3 (K D 4.27xE -8 M). The IC 50 for BN-CD38 at 1:1 E:T at 24hrs in different CD38+ AML cell lines (n=6) was within the 0.01 to 0.1 ng/ml range, whereas the IC 50 of a non-binding CD38 construct (BN-CD38Mut) was 100-fold higher. By 24hrs of treatment, we noted >60% CD4+ and CD8+ T cell activation (CD69+, CD25+, IFNγ+) with BN-CD38 (e.g., CD69: 60%±27) in contrast to controls (e.g., CD69: IgG 7%±0.8 and BN-CD38Mut 11%±10, p<0.0001). In primary AML samples (n=10) BN-CD38 activated >70% T cells against autologous leukemia cells (CD69: BN-CD38 73%±16, BN-CD38Mut 10%±9, IgG 11%±10, p<0.0001). CyTOF analysis showed BN-CD38 but not controls significantly reduced CD34+CD38+ AML blasts (%change to IgG range: BN-CD38 -27 to -82% vs BN-CD38Mut 1% to 7%, p = 0.01) and CD34+CD38- LSCs (%change to IgG range: BN-CD38 -78 to -99% vs BN-CD38Mut -7 to 11%, p= 0.0003) and expanded CD8+ effector memory (p<0.01), CD8+ terminally differentiated effector memory CD45RA+ (p<0.05), NKT cells (p<0.01), and central memory Tregs (p<0.0001). Anti-human-IFNγ neutralizing antibody reverted BN-CD38 induced expression of CD38 and BN-CD38 killing activity on CD34+CD38- AML cells (p<0.05). BN-CD38 (2.5 mg/kg, i.v, n=6/group) co-injected weekly with healthy 3x10 6 T cells induced near-complete disease eradication in mice xenografted with luciferase-CD38+ THP1 (p=0.003) and U937 (p=0.004) cells. Long-term survival analysis showed 38% of BN-CD38-treated THP-1 engrafted mice achieved complete cure compared to IgG (OS median: BN-CD38 61.5d, control IgG 29d, p=0.0005). Consistently, BN-CD38 suppressed AML cell engraftment, splenomegaly, and prolonged survival in three patient-derived xenografts (PDX) with complex karyotypes including TP53 mutation (PDX1: OS median BN-CD38 undefined, BN-CD38Mut 28d (p=0.002), and IgG 27d (p=0.002); PDX2: OS median BN-CD38 39d, BN-CD38Mut and control IgG 32d (p<0.01); PDX3: OS median BN-CD38 undefined, BN-CD38Mut 92d (p=0.001), and IgG 81d (p=0.0007)). BN-CD38 did not affect normal hematopoietic stem cell clonogenicity and the development of multi-lineage human immune cells in CD34+ humanized mice. In sum, BN-CD38 induces an effective T cell synapse and IFNγ release, while concomitantly blocking the clonogenicity and inducing CD38 expression on LSCs. These studies suggest a new mechanism to unmask and target LSCs, providing the rationale for using BN-CD38 to effectively treat AML.

Addiction to Small Gtpase ARF6-Mediated Sphingolipid Homeostasis By AML but Not the Host

Background Cancer cells' unique metabolic demand has emerged as a promising therapeutic target in Acute Myeloid Leukemia (AML). The vesicular trafficking and signaling gatekeeper, ADP-Ribosylation Factor 6 (ARF6), belongs to the RAS superfamily of small GTPases and has been shown to regulate the homeostasis of lipids such as PIP2, phosphatidic acids, and cholesterol. Here we describe AML cells' unusual addiction to ARF6-mediated sphingolipid homeostasis and its clinical significance. Experiments and Results ARF6 knockdown (KD) or CRISPR-mediated ARF6 knockout (KO) inhibited the proliferation of AML cell lines, THP-1 and MV4-11, as well as the colony formation of primary AML CD34 + cells. Surprisingly, Tamoxifen-induced whole body KO of Arf6 in adult Arf6 f/f;Rosa-CreERT 2 mice led to healthy and grossly normal mice with a normal lifespan. Adult mice lacking ARF6 show no abnormality in complete blood count, urine test, or histology. Hence, ARF6 is genetically indispensable for AML, but not for the host. To confirm AML's addition to ARF6 in vivo, we introduced Arf6 KO in an MLL-AF9-induced AML model in C57BL6/J mice. We are currently following up with the disease progression between Arf6-KO AML group and control AML group, and expect to obtain results before the 2023 ASH meeting. After discovering that ARF6 is genetically necessary for AML but not needed for the host, we analyzed its clinical significance. Since ARF6 mutations are not detected in AML samples, we focused on analyzing its expression. With univariate analysis, we show that high ARF6 expression (top 50%) is significantly associated with worse overall survival (OS) and worse disease-free survival (DFS) of AML patients in the TCGA-NEJM-2013 (TCGA) cohort (N=200) and the Münchner Leukämielabor (MLL) cohort (N=579). In multi-variate analysis, high ARF6 expression is significantly associated with worse OS in the BeatAML cohort (N=562) and shows a trend towards worse OS and DFS in the TCGA cohort. Following a hypothesis-driven approach, we investigated the role of ARF6 in regulating sphingolipid homeostasis by HPLC-MS lipidomic analyses of AML cells (THP-1) with or without ARF6 depletion. Lipidomic profiles revealed that ARF6 KD led to an increase of the overall ceramide/sphingomyelin ratio, suggesting a defect in sphingolipid homeostasis. We then analyzed the expression of sphingolipid metabolic enzymes and observed that ARF6 KD downregulated sphingomyelin synthase 1 and 2 (SGMS1 and SGMS2) expression, hindering ceramide-to-sphingomyelin conversion. Supporting this, we found a positive linear correlation between ARF6 and SGMS1/2 expression among the patients in TCGA cohort, confirming their correlation. High expression of the ARF6 effectors SGMS1/2 is also associated with worse OS and DFS in the TCGA cohort and the MLL cohort in univariate analysis, resembling that of ARF6. Downstream of ceramide accumulation, ARF6 KD inhibited the pro-survival AKT pathway, confirming the pro-apoptotic roles of ceramide in cancers. The anti-proliferative effect of ARF6 depletion can be rescued by sphingomyelinase inhibitor GW4869 (blocking ceramide production) or by expressing a constitutively active form of AKT (AKT1 E17K). To pharmacologically target ARF6, we developed two generations of ARF6 small molecular inhibitor pro-drugs, named NAV-2729 and A6-4471. NAV-2729 and A6-4471 showed high specificity to ARF6 without inhibiting other small GTPases, with in vitro IC 50 in the lower μM range. Both NAV-2729 and A6-4471 inhibited AML cell line proliferation and reduced primary AML cell colony formation in lower μM range. Cord blood normal CD34 + cells are not sensitive to ARF6 inhibitors, but non-specific toxicity was observed at higher concentrations. When tested in vivo with THP-1 xenografts in NSG mice, both inhibitors reduced circulating AML cells without obvious toxicity to the host. Conclusion ARF6 is necessary for AML proliferation and its higher expression is associated with worse patient survival. However, ARF6 is dispensable for normal host physiology. Mechanistically, ARF6 maintains critical ceramide/sphingomyelin balance in AML by regulating SGMS1/2 expression. Pharmacologically inhibiting ARF6 suppressed AML proliferation in vitro and in vivo in a genotype-agnostic fashion. Our study implicates ARF6 as a potentially actionable and safe target in AML.

Targeting Epigenetic Resistance Mechanisms to PI3 Kinase Inhibition in Leukemic Stem Cells

Acute myeloid leukemia (AML) is a heterogeneous disease associated with poor survival and frequent relapse rates due to the inability to effectively target leukemic stem cells (LSCs) and acquired resistance to existing treatments. Development of treatments targeting LSCs and overcoming acquired resistance is crucial to improve the survival of AML patients. The PI3 kinase (PI3K)/AKT signaling pathway is activated in 80% of AML patients, across various AML subtypes, making PI3K an attractive therapeutic target for this disease. Several PI3K inhibitors, such as copanlisib, are clinically approved for other indications, with a reasonable toxicity profile. The effects of PI3K inhibitors on LSCs however, remains unknown. Several catalytic isoforms of PI3K are expressed in hematopoietic cells. To determine whether these PI3K isoforms play a role in LSC self-renewal, we performed colony assays on KMT2A-AF9 retrovirally transduced hematopoietic stem and progenitor cells (HSPCs) with either genetic deletion or pharmacologic inhibition of PI3K isoforms. We found that disruption of PI3K signaling reduces the self-renewal of LSCs and promotes myeloid differentiation in both mouse LSCs and human AML cell lines. KMT2A-AF9 induces leukemic transformation via aberrant upregulation of key self-renewal genes in hematopoietic progenitors, such as HoxA9 and Meis1 (PMID: 16862118). We found that pharmacologic inhibition of PI3K isoforms leads to a reduction in HoxA9 and Meis1 expression in LSC colonies. In the KMT2A-AF9 retroviral bone marrow transplantation model of AML, genetic deletion of the PI3K isoform Pik3ca leads to a reduction in LSC numbers in the bone marrow and prolonged survival (Fig 1A), although it is not curative. In addition, we observed significant prolongation of survival upon secondary transplantation of Pik3ca leukemic cells, suggesting a reduction in functional LSCs. Transcriptome analysis on LSCs isolated from pre-clinical bone marrow aspirates of KMT2A-AF9 primary transplant mice revealed downregulation of the target genes of HoxA9, an important driver of LSC self-renewal. We also observed enrichment of the targets of EZH2, a histone methyltransferase that catalyzes the H3K27 trimethylation repressive mark. AKT is known to phosphorylate EZH2 at Ser21, leading to inhibition of EZH2 function (PMID: 16224021). Therefore, we hypothesized that Pik3ca deletion can promote LSC differentiation by de-repressing EZH2 activation via AKT inactivation. To determine whether PI3K inactivation differentiates KMT2A-AF9 leukemic cells via dephosphorylation of EZH2, we performed Western blot analysis on bone marrow cells from Pik3ca KO and WT leukemic mice. As expected, Pik3ca deletion significantly reduced AKT phosphorylation. Unexpectedly, a reduction of total EZH2 protein levels was also observed in Pik3ca KO leukemic cells (Fig 1B), suggesting that EZH2 downregulation may be a non-genetic acquired resistance mechanism to PI3K inactivation. Histone proteomics analysis at two different timepoints after treatment with the PI3K inhibitor copanlisib revealed rapid and dynamic changes in histone modifications, including H3K27me3 and H3K4me3, consistent with epigenetic mechanisms of resistance to PI3K inhibition. EZH1, a homolog of EZH2, has been reported to compensate for EZH2 function (PMID: 26219303, PMID: 31189531). Thus, we hypothesize that PI3K inhibition may sensitize leukemic cells to EZH1/2 dual inhibition by reducing EZH2 levels. We found that dual inhibition with copanlisib and the EZH1/2 inhibitor valemetostat leads to a combinatorial effect to strongly decrease the proliferation of AML cell lines and AML patient samples. Additionally, we found that treatment of KMT2A-AF9 AML mice with these compounds induces myeloid differentiation and leads to a reduction in leukemia initiating cell capacity, as demonstrated by prolonged survival upon secondary transplantation. Overall, our data suggests that PI3K plays an important role in leukemic stem cells, and that EZH2 downregulation is a non-genetic mechanism of resistance to PI3K inhibition. Additionally, our findings indicate that combining PI3K inhibitors with EZH1/2 dual inhibitors could be a promising therapeutic approach to reduce LSCs, prevent resistance, and prolong survival in AML patients.

Polyamines Are Required for AML LSC Function through Their Role in Regulating eIF5A Dependent Protein Synthesis

Outcomes for patients with acute myeloid leukemia (AML) remain poor due to the inability of current therapies to fully eradicate disease initiating leukemia stem cells (LSCs) (Shlush et al., 2017). Many studies have demonstrated that LSCs have unique metabolic properties compared to AML blasts and normal hematopoietic stem and progenitor cells (HSPCs) (Jones et al., 2021). In this study we sought to quantify metabolite levels in LSCs compared to HSPCs using an unbiased metabolites screen. To examine metabolite levels in enriched LSCs and HSPCs we used mass spectrometry-based metabolomics analysis on enriched LSCs from 18 AML patients and HSPCs from 5 normal bone marrow (BM) specimens. Pathway analysis showed that arginine metabolism and biosynthesis were the most significantly enriched pathways in LSCs compared to HSPCs. Clinical studies have shown limited efficacy of targeting arginine levels using arginine degrading enzymes; therefore, we sought to target pathways downstream of arginine. To identify the pathways that arginine metabolism supports in LSCs, we used stable isotope labeled tracing analysis which showed arginine was metabolized through the urea cycle into polyamines in LSCs. Interestingly, the polyamine spermidine was the most significantly enriched metabolite in LSCs compared to HSPCs in our metabolomics analysis. Moreover, expression of SAT1, the enzyme catalyzing the export of polyamines from the cells, was decreased in AML compared to normal BM. Based on these observations, we sought to determine if the polyamine pathway represents a metabolic vulnerability that can be exploited to target LSCs. Polyamines are cationic compounds which have been previously shown to be important for the growth of various cancers but their role in AML LSCs has yet to be determined. To investigate if polyamines are essential for LSC survival and function, we treated LSCs and HSPCs with N 1, N 11-diethylnorspermine (DENSpm), a polyamine analog causing polyamine depletion through increased SAT1 expression and subsequent cellular export. DENSpm treatment decreased the viability of LSCs in 10 out of 12 of patients tested but had no impact on HSPCs viability. Further, treatment with DENSpm resulted in decreased engraftment potential of 5 AML specimens but did not alter the engraftment of HSPCs from 3 normal BM specimens, suggesting that targeting polyamines represents a promising approach to kill LSCs while sparing HSPCs. We then investigated the mechanisms by which polyamines are essential in LSCs. Using RNA-sequencing analysis on enriched LSCs from 5 AML patients and HSPCs from 3 normal BM specimens we observed an enrichment in myeloid differentiation signatures in DENSpm-treated LSCs but not in DENSpm-treated HSPCs. In line with this, expression of myeloid markers CD11b and CD15 were increased in patient-derived xenograft models engrafted with DENSpm-treated LSCs. As we did not observe such dysregulation in mice engrafted with DENSpm-treated HSPCs, these data suggest polyamine depletion promotes differentiation of LSCs but not HSPCs. Our transcriptomic analysis also unveiled decreased expression of genes involved in protein synthesis in DENSpm-treated LSCs but not in normal HSPCs. Protein synthesis and its regulation are critical for AML survival (Chen et al., 2019; Messling et al., 2022) but the role of polyamines in protein synthesis in LSCs has not been explored. Polyamines stimulate translation notably by serving as precursors for the hypusination of eukaryotic translation initiation factor 5A (eIF5A) (Park et al., 2010). Accordingly, DENSpm led to decreased hypusination of eIF5A in AML cells. This was associated with reduced protein synthesis level in AML cell lines and LSCs but not in normal HSPCs. Strikingly, eIF5A hypusination, protein synthesis and viability were rescued upon co-treatment with spermidine. Moreover, knockdown of eIF5A using siRNA resulted in impaired colony forming potential of AML and altered engraftment in patient-derived xenograft models. Altogether, these results suggest that DENSpm alters AML cell and LSC viability and function at least in part through decreased eIF5A-mediated protein translation. Altogether, our data demonstrates that depletion of polyamines decreased LSC function while sparing normal HSPCs. Mechanistically, our data suggest that LSC targeting is accomplished through decreased eIF5A-mediated synthesis of proteins crucial for LSCs.

Targeting CREB-Binding Protein (CREBBP) Overcomes Resistance to Azacitidine and Venetoclax Therapy in Acute Myeloid Leukemia (AML)

Acute myeloid leukemia (AML) is a clonal myeloid malignancy arising from hematopoietic stem or progenitor cells (HSPC) within the bone marrow (BM). Despite advancements in our understanding of AML pathogenesis, patients continue to face grim outcomes, with a five-year relative survival rate of approximately 20%. This highlights the pressing need to identify molecular features of AML that are amenable to therapeutic intervention. The ideal molecular targets would be those broadly dysregulated and integral to multiple signaling pathways implicated in AML pathogenesis. Recent therapeutic regimens have incorporated venetoclax, a small molecule inhibitor of BCL2, in combination with hypomethylating agents, showing moderate success. Venetoclax (VEN) acts as a BH3 mimetic, specifically inhibiting BCL2. While clinical outcomes of VEN combined with hypomethylating agents (decitabine or azacitidine - AZA) have been promising, a substantial subset of patients remains refractory or experiences relapse following treatment with these regimens. Due to the molecular and cellular heterogeneity of AML, identifying ideal mechanisms to circumvent resistance remains elusive. In our investigations, we have observed that patient-derived cells from AML exhibit a higher frequency of dysregulated immune and inflammatory pathways than previously appreciated, referred to as “oncogenic immune signaling states.” Furthermore, immune and inflammatory-related pathways are preferentially expressed in AML patients who are resistant/refractory to VEN/AZA compared to those who respond favorably. To identify critical immune and inflammatory-related pathways contributing to VEN/AZA responses, we developed an oncogenic immune signaling-targeted CRISPR-library, aimed at identifying potential therapeutic targets involved in VEN/AZA resistance in AML. Utilizing this targeted CRISPR-screen approach, we successfully identified CREB-binding protein (CREBBP) as the top candidate linked to resistance to VEN/AZA therapy. Notably, CREBBP alterations have been associated with a poor prognosis in de novo AML, making it a compelling target for further investigation. To validate CREBBP's role in VEN/AZA resistance, we treated a VEN/AZA-resistant AML cell line, THP1 (FAB subtype M5, KMT2A-r), with commercially available pharmacologic inhibitors of CREBBP, A485, and CCS1477, and assessed the response. Remarkably, inhibition of CREBBP with either A485 or CCS1477 significantly decreased cell proliferative ability and clonogenic potential. Importantly, co-treatment with either A485 or CCS1477 and VEN/AZA synergistically abrogated cell proliferation and clonogenic potential of THP1 cells, effectively overcoming resistance (Figure 1). Our ongoing studies include validating CREBBP as a potential therapeutic target for overcoming VEN/AZA resistance in AML. We have created CREBBP-knockdown cell lines through genetic manipulation (shRNA) and will utilize these to confirm the specificity of CREBBP in modifying resistance to VEN/AZA. In addition we will utilize patient-derived xenograft studies in immunocompromised (NRG) mouse models. By investigating CREBBP's role in mediating resistance, we aim to unlock new avenues for enhancing the efficacy of VEN/AZA therapy in AML patients, particularly those facing resistance to current therapies. In conclusion, our research highlights the critical involvement of CREBBP in VEN/AZA resistance in AML. Targeting this molecular pathway holds the promise of offering a potential therapeutic approach to improve treatment outcomes for AML patients, particularly those facing resistance to current therapies. Understanding and harnessing CREBBP's influence could pave the way for developing personalized and effective strategies to combat this challenging hematological malignancy.

The Novel Profiling Relative Inhibition Simultaneously in Mixtures (PRISM) Platform Identifies Synergistic Activity of Lanraplenib and Ruxolitinib in Hematological Malignancies

Background: Investigation of drug combinations across different contexts can provide useful insights on the anti-cancer mechanism and can ultimately lead to new treatments. However, conventional drug combination screening methods are limited by throughput. Efforts to systematically identify the most effective active combinations and the optimal molecular contexts in a high throughput screening (HTS) format could greatly accelerate the development of combination treatments. Spleen Tyrosine Kinase, SYK, is a non-receptor tyrosine kinase known to regulate intracellular signaling, including FLT3, AKT/mTOR and STAT5 pathways, via its immunoreceptor tyrosine-based activation motif (ITAM). Deregulated SYK signaling has been reported to play a central role in pathogenesis of allergic and autoimmune diseases as well as hematological malignancies. Lanraplenib (LANRA) is a next-generation SYK inhibitor currently being evaluated in combination with gilteritinib, a FLT3 inhibitor, in patients with relapsed or refractory (R/R) FLT3-mutated acute myeloid leukemia (AML) (NCT05028751). Given its critical role in intracellular signaling and interaction with receptor tyrosine kinases(RTKs), we hypothesized that LANRA could synergize with ruxolitinib, a JAK inhibitor. To address this hypothesis, we performed a high throughput drug combination screen using the Broad Institute's Profiling Relative Inhibition Simultaneously in Mixtures (PRISM) platform, which enables rapid screening of thousands of compounds in a 930-cell line panel across 45 different lineages. Methods: In this study, we performed a combination screen using the PRISM platform with ruxolitinib as the test compound, with a 10 μM top dose (7 dose concentrations with 3-fold dilutions), in combination with LANRA at two anchor doses, 2 μM and 10 μM. PRISM is a pooled, multiplexed cell viability assay that provides 7-point dose response curves, IC 50, AUC values, and relative abundance of unique cell line barcodes. To understand the drug synergy landscape across different lineages, we developed a bioinformatics pipeline which uses PRISM viability data to calculate synergy scores across all the cell lines and drug combinations. Secondary validation studies of the combinations used CTG viability measurements. Phospho-SYK expression was evaluated in archival formalin-fixed paraffin-embedded (FFPE) bone marrow biopsies from patients with myeloid proliferative neoplasm (MPN) by immunohistochemistry (IHC). RNA-seq was performed to evaluate differential changes in gene expression in response to LANRA. Gene set enrichment analysis (GSEA) was performed to evaluate perturbation in leukemogenic signaling pathways. Results: In the PRISM cell line panel, ruxolitinib in combination with LANRA demonstrated synergistic activity in hematological malignancy cell lines. Among AML cell lines in the panel, OCIAML5, OCIM1, HL60, HEL, EOL1, MONOMAC6, NB4, U937, PL21, and TF1 showed the highest synergy scores. The most sensitive cell lines to the combination showed up-regulation of JAK-STAT and inflammatory signaling pathways in a gene set enrichment analysis (GSEA) prior to treatment. Consistent with this, phosphorylated SYK was associated with inflammatory megakaryocytes and fibrosis in primary samples from patients with MPN. LANRA down-regulated JAK-STAT signaling in a reporter cell line and repressed gene expression associated with dysregulated inflammatory pathways in AML cells. Additionally, the combination of LANRA and ruxolitinib showed synergistic antiproliferative activity across a broad range of concentrations in FLT3-ITD primary AML cells and a panel of hematological malignancy cell lines, confirming the PRISM results. Conclusion: These studies demonstrate the utility of PRISM as a platform to rapidly identify rational combination agents. Importantly, LANRA is effective in combination with ruxolitinib in AML and other hematological malignancy preclinical models. This finding is consistent with the observation that SYK can regulate STAT signaling and cooperate with other RTKs like FLT3. Given the central role of SYK in regulation of oncogenic and inflammatory signaling, SYK inhibition with LANRA in combination with ruxolitinib may be a promising strategy for patients with myeloid malignancies.

Identifying Targeted Therapies for CBFA2T3- GLIS2 Acute Myeloid Leukemia

CBFA2T3- GLIS2 fusion positive pediatric acute myeloid leukemia (AML) remains one of the worst prognostic AML subgroups. Children with this subtype of AML frequently experience upfront chemoresistance with a high cumulative incidence of relapse (42-83%) and a dismal overall survival (~20%) even with intensive therapy. New treatment approaches are urgently needed. By interrogating the Broad Institute's Cancer Dependency Map (DepMap), a data set composed of genome-scale CRISPR-Cas9 screens in over 1000 cancer cell lines, we discovered that the CBFA2T3- GLIS2 AML model M-07e was highly dependent on the kinase JAK2. Indeed, M-07e was one of the most JAK2 dependent models in the data set. Using the same genome-scale library, we next performed CRISPR-Cas9 screens in WSU-AML and CMS, two additional AML cell lines harboring this fusion, and revealed JAK2 as a strong dependency shared by the 3 cell lines. Using a doxycycline-inducible knockout (KO) system, we validated JAK2 KO by western blot in three AML cell lines and cells from a patient-derived xenograft (PDX) harboring the fusion. Using two different sgRNAs targeting JAK2 (sgJAK2) and a non-targeting (sgNT) control, we validated JAK2 dependency in all 4 AML models in competitive growth assays. We also observed impaired proliferation and induced apoptosis upon JAK2 KO. To evaluate a role for JAK2 dependency in vivo, we intravenously injected NSGS mice with WSU-AML either transduced with doxycycline-inducible sgJAK2 or sgNT. After confirmation of engraftment by bone marrow evaluation, doxycycline chow was initiated. After 2 weeks of doxycycline treatment, we observed a significantly decreased tumor burden in mice with JAK2 KO AML compared to sgNT as measured by a decrement in human CD45% cells: peripheral blood (2.8% versus 12.9%), bone marrow (37.4% versus 56.3%,) and spleen (19% versus 79.5%). We next assessed chemical inhibitors of JAK2. Both the type I JAK2 inhibitor ruxolitinib and the type II JAK2 inhibitor CHZ868 exhibited strong activity in vitro in CBFA2T3- GLIS2 cell lines and PDX cells, many resistant to cytotoxic chemotherapy. Because ruxolitinib is FDA-approved for other indications, we evaluated this drug in a cell line and PDX model of CBFA2T3- GLIS2 AML in vivo. As previously reported in myeloproliferative neoplasms, JAK2 target inhibition with ruxolitinib treatment was incomplete, and accordingly, in vivo response was modest with leukemia ultimately progressing. Evaluation of CHZ868 in vivo is ongoing. Because single agent targeted therapy is typically insufficient for durable response in the treatment of most cancers, we utilized CRISPR-Cas9 anchor screening to identify candidate resistance mechanisms and potential synergistic combinations with JAK2 inhibitors in CMS and WSU-AML cells. We compared the changes in abundance of sgRNAs in the cells either treated with ruxolitinib (IC 50) or vehicle for 14 days. The correlation of hits between the two cell lines was strong, and we found that sgRNAs targeting multiple negative regulators of the MAPK pathway were significantly enriched in the ruxolitinib-treated arm. In parallel, we generated resistant CMS sublines by chronic exposure to ruxolitinib. Ruxolitinib-resistant CMS cells were found to have a pathogenic NRAS missense mutation and an associated increase in levels of phosphorylated MEK. Accordingly, they were responsive to the MEK inhibitor trametinib. Both approaches converge on activation of the MAPK pathway as a resistance mechanism to JAK2 inhibitors in CBFA2T3- GLIS2 AML. We next hypothesized that targeting the MAPK pathway could overcome resistance to JAK2 inhibitors in this disease context. Indeed, treatment with ruxolitinib and the MEK inhibitor trametinib exhibited a synergistic effect when used in combination in cell lines and PDX cells harboring the fusion in vitro with in vivo testing as a next step. In summary, we validated JAK2 as a strong dependency in CBFA2T3- GLIS2 fusion positive pediatric AML. We demonstrated that JAK2 KO or small molecule inhibitors impaired cell viability and induced apoptosis in vitro, and JAK2 KO was highly efficacious in decreasing leukemia burden in vivo. Activation of the MAPK pathway renders resistance to JAK2 inhibitors and the combination of a JAK2 with MEK inhibitor is highly synergistic.

Mitophagy As a Novel Cell-Protective Mechanism Against Mitochondrial Ferroptosis in Acute Myeloid Leukemia

Background:Resistance to apoptosis poses a major clinical challenge in the therapy of acute myeloid leukemia (AML), leading to dismal clinical outcomes. Ferroptosis, another mode of regulated cell death that could bypass apoptosis resistance, has recently been investigaed for its therapeutic potential in therapy-resistant cancers. Meanwhile, accumulating evidence suggests that the regulation of ferroptosis is highly context-dependent and thus varies among cancer types. Hence, it is crucial to elucidate unique regulatory mechanisms in each tumor type for developing a therapeutic strategy. We recently found cell survival dependence of AML cells on GPX4, a major negative regulator of ferroptosis, and unique mechanistic involvement of mitochondria in AML ferroptosis. Results: We demonstrate that a selective GPX4 inhibitor ML210 as well as GPX4 knockdown induces ferroptosis, defined by iron- and lipid-peroxidation-dependence, in AML cell lines and primary AML samples, regardless of venetoclax resistance or genetic features including TP53 mutations. The cell sensitivity was negatively correlated with GPX4 protein expressions (i.e., the lower the expression, the higher the sensitivity). Normal bone marrow cells exhibited higher GPX4 levels compared to AML cells and showed significantly less sensitivity to ML210 treatment, suggesting a potential therapeutic window for GPX4 inhibition. Anti-leukemia effects of GPX4 knockdown were also observed in vivo, leading to survival prolongation in AML xenografted mice. Importantly, ferroptosis induction in AML cells is accompanied with and highly dependent on mitochondrial lipid peroxidation. 4-Hydroxynonenal (4-HNE) is one of the most biologically active products of lipid peroxidation, which is known to form adducts with certain amino acid residues of proteins to induce protein aggregates in the cytosol. We thus hypothesized that mitochondrial lipid peroxides induce mitochondrial protein aggregation in AML cell ferroptosis. Intriguingly, confocal microscopy revealed mitochondrial protein aggregation as evidenced by the co-localization of TOMM20 and protein aggregates detected by the PROTEOSTAT assay (Figure 1). Given that mitochondrial stress induced by protein aggregation reportedly induces mitophagy as a cellular stress response, we presumed that AML cells under the stress of ferroptosis may also show increased mitophagy. Indeed, GPX4 inhibition induced mitophagy, particularly in persistent AML cells, which was detected by the Mitophagy dye as mitochondrial acidification when fused with lysosomes, suggesting that mitophagy is a cell-protective response against ferroptosis as a quality control mechanism of malfunctioning mitochondria with lipid peroxidation and protein aggregation. Indeed, among persistent AML cells exposed to GPX4 inhibition, cells with more mitophagy were more resistant to further treatment with ML210 compared to those with less mitophagy. Consistently, an analogue of the ceramide-mediated mitophagy inducer LCL-461 (Dany, et al. 2016 Blood) suppressed GPX4 inhibition-induced ferroptosis in AML cells. On the other hand, inhibition of ULK1-dependent mitophagy through ULK1 knockout or the ULK1 inhibitor SBI0206965 (Bhattacharya, et al. 2021 Molecular Cancer Research) synergistically enhanced the anti-leukemia effects of GPX4 inhibition (Figure 2), suggesting a more effective therapeutic potential in ferroptosis in AML. Conclusion:Our study revealed that ferroptosis in AML cells causes mitochondrial protein aggregation and that mitophagy is induced in ferroptosis-persistent AML cells as a cell-protective mechanism against ferroptosis. This provides novel mechanistic insights into mitochondrial ferroptosis in AML, suggesting the therapeutic potential of co-targeting mitophagy in ferroptosis-based therapy. Further studies are in progress to elucidate the molecular mechanisms involved as well as the in vivo efficacy and safety of the combinatorial treatment.

CD276 (B7-H3) Is an Immunotherapeutic Target in Acute Myeloid Leukemia with Preclinical Efficacy of Vobramitamab Duocarmazine, an Investigational CD276 Antibody-Drug Conjugate

CD276 (B7-H3) is an immune checkpoint inhibitor expressed in a majority of solid tumors and hematologic malignancies, however it has not been well-described in acute myeloid leukemia (AML). A variety of immunotherapies targeting CD276 including CAR T cells and antibody-drug conjugates (ADCs) are being explored in solid tumors, however their role in leukemia has not been well elucidated. We interrogated the transcriptome and associated clinical and laboratory data from a large cohort of pediatric and adult AML patients to define the prevalence, frequency of co-occurring genetic alterations and outcomes associated with CD276 expression. Lastly, we evaluated preclinical in vitro efficacy in AML of vobramitamab duocarmazine (vobra duo), an investigational ADC with a humanized B7-H3 mAb conjugated via a cleavable linker to the prodrug seco-DUocarmycin hydroxyBenzamide Azaindole. Ribo-depleted RNA sequencing data from 2,241 patients with AML (Pediatric ages 0-29 years N=1,412, from recent Phase 3 COG clinical trials; Adult ages 18-88 years BEAT AML N=451, SWOG N=199, TCGA-LAML N=179) with available cytogenetic, molecular, and clinical data were utilized. Conventional karyotyping and mutational analysis including NGS were used to determine additional cytomolecular aberrations. Response was measured by 5-year overall survival (OS), event-free survival (EFS) and relapse risk (RR). Of the 1,412 pediatric patients evaluated, CD276 mRNA expression was positive (defined as mRNA transcripts per million (TPM) >2) in 289 patients (20%). Higher prevalence (58%) was seen in adult AML patients (BEAT AML N=209/451, SWOG N=191/199, TCGA-LAML N=85/179), Fig 1A. Flow cytometry validated cell surface expression in pediatric AML, with 22% of patients expressing CD276. Cell surface expression was also observed in AML cell lines. CD276 mRNA expression is absent in normal hematopoietic cells (TPM <1) with absent cell surface expression in normal bone marrow as assessed by flow cytometry, allowing for targeted CD276 therapies to be utilized with no/minimal on-target off-tumor hematopoietic toxicity. Evaluation of co-occurring cytomolecular aberrations demonstrated a significant enrichment of CD276+ pediatric patients with high-risk genetic alterations, most notably KMT2A fusions (N=150/343, 43.7%), KAT6A-CREBBP (N=11/12, 91.6%) and CBFA2T3-GLIS2 (N=22/39, 56.4%). We evaluated the significance of CD276 mRNA expression on clinical outcomes in childhood AML. 5 year event free survival (EFS) for patients with CD276 expression was 35% compared to 44% for patients without CD276 expression (p=0.0022). Overall survival (OS) was 52% for patients with CD276 expression compared to 61% for patients without CD276 expression (p=0.0015). Relapse was seen in 40.5% of patients with CD276 expression compared to 35.8% of patients without CD276 expression and relapse occurred on average earlier in CD276 positive patients (0.89 years vs. 1.06 years, p=0.02). Given the poor clinical outcomes for patients with high CD276 expression, novel targeted therapies are needed for this high risk cohort. With multiple CD276 immunotherapies under clinical evaluation in solid tumors, we tested vobra duo in OCI-AML2, a CD276 positive KMT2A-rearranged AML cell line, which demonstrated robust cytolytic activity with an IC50 less than 1nM (IC50=0.9306 nM) supporting the potential efficacy of CD276 targeted therapies in AML (Fig 1B). In a large cohort of AML patients, we identified CD276 to be overexpressed in 20% of pediatric AML patients and 58% of adult AML patients with a significant enrichment in high risk fusion subtypes including KMT2A-rearranged AML, KAT6A-CREBBP and CBFA2T3-GLIS2 fusions. Patients with CD276 expression have poor outcomes with significantly worse EFS and OS compared to patients who do not have CD276 expression. With multiple CD276 immunotherapies under clinical evaluation for solid tumors, we hypothesized that targeting CD276 in AML would result in specific cytolytic activity. Vobra duo showed robust in vitro cytolytic activity against CD276 positive AML cells highlighting the need for ongoing preclinical evaluations of CD276 targeted therapies in AML. Given the established safety profile for vobra duo this provides a clear path for rapid translation to clinical use for high risk AML patients.