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Publisher Correction: The long non-coding RNA HOXB-AS3 regulates ribosomal RNA transcription in NPM1-mutated acute myeloid leukemia
Papaioannou, Dimitrios; Petri, Andreas; Dovey, Oliver M; Terreri, Sara; Wang, Eric; Collins, Frances A; Woodward, Lauren A; Walker, Allison E; Nicolet, Deedra; Pepe, Felice; Kumchala, Prasanthi; Bill, Marius; Walker, Christopher J; Karunasiri, Malith; Mrózek, Krzysztof; Gardner, Miranda L; Camilotto, Virginia; Zitzer, Nina; Cooper, Jonathan L; Cai, Xiongwei; Rong-Mullins, Xiaoqing; Kohlschmidt, Jessica; Archer, Kellie J; Freitas, Michael A; Zheng, Yi; Lee, Robert J; Aifantis, Iannis; Vassiliou, George; Singh, Guramrit; Kauppinen, Sakari; Bloomfield, Clara D; Dorrance, Adrienne M; Garzon, Ramiro
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
PMID: 31911614
ISSN: 2041-1723
CID: 4257282
Mapping and targeting of the leukemic microenvironment
Witkowski, Matthew T; Kousteni, Stavroula; Aifantis, Iannis
Numerous studies support a role of the microenvironment in maintenance of the leukemic clone, as well as in treatment resistance. It is clear that disruption of the normal bone marrow microenvironment is sufficient to promote leukemic transformation and survival in both a cell autonomous and non-cell autonomous manner. In this review, we provide a snapshot of the various cell types shown to contribute to the leukemic microenvironment as well as treatment resistance. Several of these studies suggest that leukemic blasts occupy specific cellular and biochemical "niches." Effective dissection of critical leukemic niche components using single-cell approaches has allowed a more precise and extensive characterization of complexity that underpins both the healthy and malignant bone marrow microenvironment. Knowledge gained from these observations can have an important impact in the development of microenvironment-directed targeted approaches aimed at mitigating disease relapse.
PMID: 31873722
ISSN: 1540-9538
CID: 4244172
Therapeutic targeting of the E3 ubiquitin ligase SKP2 in T-ALL
Rodriguez, Sonia; Abundis, Christina; Boccalatte, Francesco; Mehrotra, Purvi; Chiang, Mark Y; Yui, Mary A; Wang, Lin; Zhang, Huajia; Zollman, Amy; Bonfim-Silva, Ricardo; Kloetgen, Andreas; Palmer, Joycelynne; Sandusky, George; Wunderlich, Mark; Kaplan, Mark H; Mulloy, James C; Marcucci, Guido; Aifantis, Iannis; Cardoso, Angelo A; Carlesso, Nadia
Timed degradation of the cyclin-dependent kinase inhibitor p27Kip1 by the E3 ubiquitin ligase F-box protein SKP2 is critical for T-cell progression into cell cycle, coordinating proliferation and differentiation processes. SKP2 expression is regulated by mitogenic stimuli and by Notch signaling, a key pathway in T-cell development and in T-cell acute lymphoblastic leukemia (T-ALL); however, it is not known whether SKP2 plays a role in the development of T-ALL. Here, we determined that SKP2 function is relevant for T-ALL leukemogenesis, whereas is dispensable for T-cell development. Targeted inhibition of SKP2 by genetic deletion or pharmacological blockade markedly inhibited proliferation of human T-ALL cells in vitro and antagonized disease in vivo in murine and xenograft leukemia models, with little effect on normal tissues. We also demonstrate a novel feed forward feedback loop by which Notch and IL-7 signaling cooperatively converge on SKP2 induction and cell cycle activation. These studies show that the Notch/SKP2/p27Kip1 pathway plays a unique role in T-ALL development and provide a proof-of-concept for the use of SKP2 as a new therapeutic target in T-cell acute lymphoblastic leukemia (T-ALL).
PMID: 31772299
ISSN: 1476-5551
CID: 4215962
Coactivation of NF-κB and Notch signaling is sufficient to induce B cell transformation and enables B-myeloid conversion
Xiu, Yan; Dong, Qianze; Fu, Lin; Bossler, Aaron; Tang, Xiaobing; Boyce, Brendan; Borcherding, Nicholas; Leidinger, Mariah; Sardina, José Luis; Xue, Hai-Hui; Li, Qingchang; Feldman, Andrew; Aifantis, Iannis; Boccalatte, Francesco; Wang, Lili; Jin, Meiling; Khoury, Joseph; Wang, Wei; Hu, Shimin; Yuan, Youzhong; Wang, Endi; Yuan, Ji; Janz, Siegfried; Colgan, John; Habelhah, Hasem; Waldschmidt, Thomas; Müschen, Markus; Bagg, Adam; Darbro, Benjamin; Zhao, Chen
NF-kB and Notch signaling can be simultaneously activated in a variety of B cell lymphomas. Patients with B cell lymphoma occasionally develop clonally-related myeloid tumors with poor prognosis. Whether concurrent activation of both pathways is sufficient to induce B cell transformation and the signaling initiates B-myeloid conversion in a pathological context are largely unknown. Here, we provide genetic evidence that concurrent activation of NF-kB and Notch signaling in committed B cells is sufficient to induce B cell lymphomatous transformation and primes common progenitor cells to convert to myeloid lineage through dedifferentiation, not transdifferentiation. Intriguingly, the converted myeloid cells can further transform, albeitat low frequency, to myeloid leukemia. Mechanistically, coactivation of NF-kB and Notch signaling endows committed B cells with the ability to self-renew. Downregulation of BACH2, a lymphoma and myeloid gene suppressor, but not upregulation of CEBPa and/or downregulation of B cell transcription factors, is one of the early events for both B cell transformation and myeloid conversion. Interestingly, a DNA hypomethylating drug not only effectively eliminated the converted myeloid leukemia cells, but also restored the expression of GFP, which was lost in converted myeloid leukemia cells. Collectively, our results suggest that targeting NF-kB and Notch signaling will not only improve lymphoma treatment, but also prevent the lymphoma-to-myeloid tumor conversion. Importantly, DNA hypomethylating drugs might efficiently treat these converted myeloid neoplasms.
PMID: 31697816
ISSN: 1528-0020
CID: 4179492
Dll1 and Dll4 Notch Ligands Prime T Cell Alloimmunity and Are Expressed in Non-Overlapping Populations of Fibroblastic Stromal Cells in Spleen and Lymph Nodes at the Onset of Gvhd [Meeting Abstract]
Brandstadter, J D; Perkey, E; Gaudette, B T; Carrington, L; Gomez-Atria, D; Blazar, B R; Ludewig, B; Tikhonova, A; Aifantis, I; Allman, D; Maillard, I
Notch signaling drives graft-versus-host-disease (GVHD) pathogenesis in preclinical models of allogeneic hematopoietic cell transplantation (allo-HCT). Short-term systemic blockade of the Notch ligands Delta-like1 (Dll1) and Delta-like4 (Dll4) within two days of allo-HCT conferred long-term protection from acute GVHD lethality in mice, with a dominant impact of Dll4. Surprisingly, critical Notch ligands in GVHD were provided by radioresistant non-hematopoietic fibroblastic stromal cells lineage traced by a Ccl19-Cre transgene in secondary lymphoid organs (SLO) (Chung, JCI 2017). Our discovery revises prevailing GVHD models and identifies a pathogenic role for a stromal cell niche expressing Notch ligands in SLOs. However, little is known about the distribution and regulation of Dll1/Dll4-expressing cells among SLO stromal cells. To address this question, we deployed genetic and biochemical tools to map expression of Notch ligands in SLO stromal cells, characterize the transcriptional landscape of these cells, and identify putative regulators of Notch ligand expression. To map Dll1 and Dll4 expression, we combined a Ccl19-Cre transgene with a ROSA26-YFP Cre-activated allele and Dll1-mCherry or Dll4-mCherry BAC reporters. Using this model, we fluorescently traced all cells derived from Ccl19-CreXX cells which contain the essential Dll1/Dll4 source in GVHD, while detecting Dll1 vs. Dll4 expression with high sensitivity. Within the lymph node (LN) Ccl19-CreXX compartment, Dll4-mCherry was present predominantly among CD157XX CD45XX fibroblastic stromal cells, including fibroblastic reticular cells (FRCs), marginal reticular cells (MRCs) and follicular dendritic cells (FDCs). In the spleen, Dll4-mCherry was detected among both CD157XX cells (predominant in the T-zone) and CD157XX cells. In contrast, Dll1-mCherry was abundant among spleen CD157XX cells, but not detected in the corresponding LN compartments. Thus, Dll1 and Dll4 are expressed with a non-overlapping distribution pattern in different SLOs and stromal cell subsets. Next, we studied expression of the dominant Dll4 ligand after MHC-mismatched allo-HCT (BALB/c into C57BL/6). Although Dll4-mCherry fluorescence did not increase, we detected a rise in surface Dll4 protein, peaking 12 hrs after allo-HCT in LN Ccl19-CreXX FRCs, MRCs and FDCs. Increased Dll4 abundance coincided with the critical timing of pathogenic Notch signals within days after allo-HCT and required irradiation conditioning as well as infusion of allogeneic T cells, suggesting a crosstalk between alloreactive T cells and Dll4XX stromal cells. The mechanisms underlying increased surface Dll4 abundance are under investigation, but could involve post-transcriptional effects as the Dll4-mCherry transcriptional reporter did not change. We next characterized transcriptomic features of Dll4XX fibroblastic stromal cells. We performed RNA-Seq on rare SLO stromal cells sort-purified from LNs at baseline and 12 hrs after allo-HCT. We compared CD157XX FRCs that do or do not express Dll4-mCherry, while including CD157XX FRCs that do not express Dll4-mCherry and lymphatic endothelial cells that express Dll4 at high levels as controls. These populations were sort-purified for RNA-Seq analysis, using the data to produce a comprehensive picture of gene expression and regulatory machinery in the SLO niche in alloimmunity, as well as identify new putative regulators of Notch ligand expression. Interestingly, we found only 13 differentially expressed genes between Ccl19-Cre-expressing CD157XX fibroblastic stromal cells that do and do not express the Dll4-mCherry reporter 12 hrs after transplant (log-fold change >= 1, corrected p <= 0.01). The list of up-regulated transcripts included Cxcl13, encoding a chemokine produced by FDCs, and Rankl, encoding a TNF-family member important in LN development and homeostasis. In summary, our data uncover key new features of the specialized fibroblastic stromal cells expressing Delta-like Notch ligands in SLOs. Ongoing work is testing how qualitative and quantitative differences in Dll1 and Dll4's effects during GVHD may relate to their distribution, regulated expression, or biochemical properties as they interact with Notch receptors in T cells. Our ultimate goal is to design strategies that target Notch ligand expression in SLOs as new prophylactic approaches in GVHD. Disclosures: Blazar: Magenta Therapeutics and BlueRock Therapeuetics: Membership on an entity's Board of Directors or advisory committees; Fate Therapeutics, Inc.: Research Funding; Tmunity: Other: Co-Founder; KidsFirst Fund: Research Funding; Childrens' Cancer Research Fund: Research Funding; Leukemia and Lymphoma Society: Research Funding; Abbvie Inc: Research Funding; Alpine Immune Sciences, Inc.: Research Funding; RXi Pharmaceuticals: Research Funding; Regeneron Pharmaceuticals: Membership on an entity's Board of Directors or advisory committees; Five Prime Therapeutics Inc: Co-Founder, Membership on an entity's Board of Directors or advisory committees; Kamon Pharmaceuticals, Inc: Membership on an entity's Board of Directors or advisory committees; BlueRock Therapeutics: Membership on an entity's Board of Directors or advisory committees. Maillard: Genentech: Consultancy; Regeneron: Consultancy.XXCopyright
EMBASE:2013271372
ISSN: 0006-4971
CID: 4928152
DNA Damage Repair Interference By WEE1 Inhibition with AZD1775 Overcomes Combined Azacitidine and Venetoclax Resistance in Acute Myeloid Leukmeia (AML) [Meeting Abstract]
Tibes, R; Ferreira, Coutinho D; Tuen, M T; Chen, X; Glytsou, C; Aifantis, I; Shmelkov, S
Acute myeloid leukemia (AML) has remained one of the most treatment resistant and deadliest cancers. The survival of AML blast cells is controlled by the balance of anti- and pro-apoptotic proteins. Recently approved Bcl-2 targeted therapy of AML with the Bcl-2 specific inhibitor Venetoclax in combinations has improved patients outcomes. However, a priori and developing resistance to venetoclax combinations with hypomethylating agents (HMA) azacitidine and decitabine challenge this treatment. As such, novel therapies to overcome venetoclax-HMA resistance are urgently needed. We have identified a combination of DNA damage repair interference by WEE1 inhibition with AZD1775, combined with low dose cytarabine (AraC) as an effective strategy to overcome combined venetoclax-azacitidine resistance (VAR). AZD1775 with low dose AraC induced massive apoptosis (by Annexin V and cleaved caspase-3) and almost completely reduced viability and clonogenic growth of primary AML cells. To delineate the molecular mechanism of the synergistic effect of AZD1775/AraC we performed RNAseq analysis of single agent or the combination of AZD1775+AraC in AML cell lines and primary CD34+ selected AML patient cells with the goal to identify deferentially regulated genes indicating a mechanistic underpinning of the potent activity. Only 2 genes were deferentially regulated across cell lines and CD34+ selected cells under AZD1775+AraC treatment: one of these is NR4A1, an orphan nuclear receptor, which we went on to validate as a potential downstream target of Wee1 inhibition. The inactivation of NR4A1 in mice was previously shown to induce AML and to maintain leukemia stem cells. Using qPCR we confirmed that the expression of NR4A1 is upregulated after AZD1775/AraC combo treatment in human leukemic cells. We then demonstrated that activators of NR4A1 (cytosporone B and pPhOCH3) reduce viability of leukemic cells, while NR4A1 inhibitor pPhOH was able to abolish the effect of AZD1775/AraC combo treatment increasing leukemic cell viability]. To investigate the involvement of mitochondria in the effect of AZD1775/AraC treatment we performed the expression of mitochondrial genes and pathway analyses in RNAseq data and found that mitochondrial gene expression, including many genes involved in apoptosis, has most dramatic changes in the combo treatment if compared to the single agents. Subsequently, we have examined the expression of the main BCL-2 family apoptotic genes by qPCR and western blot analysis. We found that AZD1775/AraC induces the expression of Bim isoforms, whereas Bcl-2, Mcl-1 and Bcl-Xl were largely unaffected. NR4A1 was previously shown to translocate to mitochondria, release Bim from Bcl-2 protein binding, as well as convert Bcl-2 to an extreme potent pro-apoptotic form. Finally, we generated several additional VAR cell lines and cells with subclones and demonstrated that AZD1775/AraC combination treatment is able to overcome VAR in almost every clone. Our results show that DNA damage repair interference with Wee1 inhibition has the potential to overcome VAR through a novel mechanisms of AZD1775 increasing NR4A1, freeing pro-apoptotic Bim irrespective of anti-apoptotic Bcl-2 proteins leading to massive apoptotic cell death in AML cells. The precise molecular mechanisms and the involvement of NR4A1 in this phenomenon will be presented at the meeting. Our findings will help to develop new therapeutic strategies in AML treatment and a trial of AZD1775 + AraC in AML is currently ongoing. Disclosures: No relevant conflicts of interest to declare.XXCopyright
EMBASE:2013253632
ISSN: 0006-4971
CID: 4928192
Innate Immune Signaling Suppresses Acute Leukemia By Modifying MYC Oncogenic Activity [Meeting Abstract]
Muto, T; Guillamot, M; Fang, J; Redondo, L Z; Choi, K; Gong, Y; Walker, C S; Hueneman, K; Bolanos, L C; Barreyro, L; Lee, L; Greis, K D; Khodadadi-Jamayran, A; Lujambio, A; Lowe, S W; Aifantis, I; Starczynowski, D T
Individuals with clonal hematopoiesis of indeterminant potential (CHIP) are healthy, however they are at an increased risk of developing hematopoietic malignancies. The most frequent mutations in CHIP target DNMT3A and TET2, also are observed in acute myeloid leukemia (AML), myeloproliferative neoplasms (MPN), and myelodysplastic syndromes (MDS). These findings indicate that additional alterations are needed for the transition from a pre-leukemic stage to frank leukemia, although the identity of such molecular events remains uncharacterized. To identify cellular states that cooperate with Tet2 loss, we used in vivo RNAi screening and identified the ubiquitin ligase TRAF6 required for malignant transformation of pre-leukemic TET2-deficient hematopoietic stem/progenitor cell (HSPC). Importantly, TRAF6 expression is significantly reduced in 25-50% of AML and MPN patients as compared to healthy controls. Furthermore, TET2 mutations are more strongly correlated with lower expression of TRAF6 as compared to patients with higher TRAF6 expression in certain subsets of AML. To evaluate the consequences of TRAF6 deletion on TET2-deficienct pre-leukemic cells, we generated mice in which TRAF6 and TET2 are conditionally deleted in hematopoietic cells (VavCre;Traf6XX[DKO]). Traf6KO mice developed a lethal phenotype with signs of MPN, including lymphopenia, neutrophilia, and increased hemoglobin levels; however, this disease was not transplantable. In striking contrast, deletion of TRAF6 in the context of TET2-deficient HSPC resulted in a rapid, penetrant, aggressive, and transplantable MPN/AML. To firmly establish that TRAF6 exhibits tumor suppressor functions, we determined whether physiological levels of TRAF6 overexpression could prevent malignant transformation. Overexpression of TRAF6 in FLT3-ITD mice inhibited malignant myeloid cell expansion in FLT3-ITD mice, and rescued the survival of the animals. To uncover the molecular basis of TRAF6's tumor suppressor function, we performed gene expression profiling and proteomic characterization of TRAF6 ubiquitination substrates in leukemic cells. RNA-sequencing of HSPC revealed that deletion of TRAF6 resulted in a significant overexpression of MYC regulated genes in pre-leukemic HSPC. In support of these findings, the proteomic screen along with extensive in vitro validation experiments identified MYC as a substrate of TRAF6. Unlike the majority of reported ubiquitin-dependent post-translational modifications of MYC, we found that ubiquitination of MYC on Lysine (K) 148 by TRAF6 does not affect its protein stability but rather antagonizes acetylation of MYC on the same lysine and thus suppresses MYC oncogenic activity. We extended these observations to investigate whether inflammatory signaling via Toll-like receptors (TLRs) can antagonize MYC function and suppress leukemic cells. Stimulation of TLRs on leukemic cells resulted in TRAF6-dependent ubiquitination of MYC at K148, which coincided with repositioning of MYC off of its target gene promoters and enhancers, and ultimately in the suppression of leukemic cell viability. Our results demonstrate that TRAF6 functions as a tumor suppressor via its ubiquitination activity that antagonizes K148 acetylation leading to a decrease of MYC transcriptional activity without affecting its protein abundance. Our findings identify TRAF6 as a novel, context-dependent tumor suppressor in myeloid neoplasms, and suggest that innate immune signaling via TLR/TRAF6 could explain why some of the clonal hematopoiesis patients develop AML and others do not. Disclosures: Lowe: Blueprint Medicines: Consultancy, Equity Ownership; PMV Pharmaceuticals: Consultancy, Equity Ownership; Petra Pharmaceuticals: Consultancy, Equity Ownership; Constellation Pharma: Consultancy, Equity Ownership; Mirimus: Consultancy, Equity Ownership; ORIC pharmaceuticals: Consultancy, Equity Ownership; Faeth Therapeutics: Consultancy, Equity Ownership. Starczynowski: Kurome Therapeutics: Consultancy.XXCopyright
EMBASE:2013258775
ISSN: 0006-4971
CID: 4928172
A Deep Learning Framework for Predicting Response to Therapy in Cancer
Sakellaropoulos, Theodore; Vougas, Konstantinos; Narang, Sonali; Koinis, Filippos; Kotsinas, Athanassios; Polyzos, Alexander; Moss, Tyler J; Piha-Paul, Sarina; Zhou, Hua; Kardala, Eleni; Damianidou, Eleni; Alexopoulos, Leonidas G; Aifantis, Iannis; Townsend, Paul A; Panayiotidis, Mihalis I; Sfikakis, Petros; Bartek, Jiri; Fitzgerald, Rebecca C; Thanos, Dimitris; Mills Shaw, Kenna R; Petty, Russell; Tsirigos, Aristotelis; Gorgoulis, Vassilis G
A major challenge in cancer treatment is predicting clinical response to anti-cancer drugs on a personalized basis. Using a pharmacogenomics database of 1,001 cancer cell lines, we trained deep neural networks for prediction of drug response and assessed their performance on multiple clinical cohorts. We demonstrate that deep neural networks outperform the current state in machine learning frameworks. We provide a proof of concept for the use of deep neural network-based frameworks to aid precision oncology strategies.
PMID: 31825821
ISSN: 2211-1247
CID: 4234532
The long non-coding RNA HOXB-AS3 regulates ribosomal RNA transcription in NPM1-mutated acute myeloid leukemia
Papaioannou, Dimitrios; Petri, Andreas; Dovey, Oliver M; Terreri, Sara; Wang, Eric; Collins, Frances A; Woodward, Lauren A; Walker, Allison E; Nicolet, Deedra; Pepe, Felice; Kumchala, Prasanthi; Bill, Marius; Walker, Christopher J; Karunasiri, Malith; Mrózek, Krzysztof; Gardner, Miranda L; Camilotto, Virginia; Zitzer, Nina; Cooper, Jonathan L; Cai, Xiongwei; Rong-Mullins, Xiaoqing; Kohlschmidt, Jessica; Archer, Kellie J; Freitas, Michael A; Zheng, Yi; Lee, Robert J; Aifantis, Iannis; Vassiliou, George; Singh, Guramrit; Kauppinen, Sakari; Bloomfield, Clara D; Dorrance, Adrienne M; Garzon, Ramiro
Long non-coding RNAs (lncRNAs) are important regulatory molecules that are implicated in cellular physiology and pathology. In this work, we dissect the functional role of the HOXB-AS3 lncRNA in patients with NPM1-mutated (NPM1mut) acute myeloid leukemia (AML). We show that HOXB-AS3 regulates the proliferative capacity of NPM1mut AML blasts in vitro and in vivo. HOXB-AS3 is shown to interact with the ErbB3-binding protein 1 (EBP1) and guide EBP1 to the ribosomal DNA locus. Via this mechanism, HOXB-AS3 regulates ribosomal RNA transcription and de novo protein synthesis. We propose that in the context of NPM1 mutations, HOXB-AS3 overexpression acts as a compensatory mechanism, which allows adequate protein production in leukemic blasts.
PMCID:6877618
PMID: 31767858
ISSN: 2041-1723
CID: 4215722
Immune-Based Therapies in Acute Leukemia
Witkowski, Matthew T; Lasry, Audrey; Carroll, William L; Aifantis, Iannis
Treatment resistance remains a leading cause of acute leukemia-related deaths. Thus, there is an unmet need to develop novel approaches to improve outcome. New immune-based therapies with chimeric antigen receptor (CAR) TÂ cells, bi-specific TÂ cell engagers (BiTEs), and immune checkpoint blockers (ICBs) have emerged as effective treatment options for chemoresistant B cell acute lymphoblastic leukemia (B-ALL) and acute myeloid leukemia (AML). However, many patients show resistance to these immune-based approaches. This review describes crucial lessons learned from immune-based approaches targeting high-risk B-ALL and AML, such as the leukemia-intrinsic (e.g., target antigen loss, tumor heterogeneity) and -extrinsic (e.g., immunosuppressive microenvironment) mechanisms that drive treatment resistance, and discusses alternative approaches to enhance the effectiveness of these immune-based treatment regimens.
PMID: 31706508
ISSN: 2405-8025
CID: 4181902