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Magliulo D, Simoni M, Caserta C, Fracassi C, Belluschi S, Giannetti K, Pini R, Zapparoli E, Beretta S, Uggè M, Draghi E, Rossari F, Coltella N, Tresoldi C, Morelli MJ, Di Micco R, Gentner B, Vago L, Bernardi R. The transcription factor HIF2α partakes in the differentiation block of acute myeloid leukemia. EMBO Mol Med 2023; 15:e17810. [PMID: 37807875 PMCID: PMC10630882 DOI: 10.15252/emmm.202317810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 09/19/2023] [Accepted: 09/21/2023] [Indexed: 10/10/2023] Open
Abstract
One of the defining features of acute myeloid leukemia (AML) is an arrest of myeloid differentiation whose molecular determinants are still poorly defined. Pharmacological removal of the differentiation block contributes to the cure of acute promyelocytic leukemia (APL) in the absence of cytotoxic chemotherapy, but this approach has not yet been translated to non-APL AMLs. Here, by investigating the function of hypoxia-inducible transcription factors HIF1α and HIF2α, we found that both genes exert oncogenic functions in AML and that HIF2α is a novel regulator of the AML differentiation block. Mechanistically, we found that HIF2α promotes the expression of transcriptional repressors that have been implicated in suppressing AML myeloid differentiation programs. Importantly, we positioned HIF2α under direct transcriptional control by the prodifferentiation agent all-trans retinoic acid (ATRA) and demonstrated that HIF2α blockade cooperates with ATRA to trigger AML cell differentiation. In conclusion, we propose that HIF2α inhibition may open new therapeutic avenues for AML treatment by licensing blasts maturation and leukemia debulking.
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Affiliation(s)
- Daniela Magliulo
- Division of Experimental OncologyIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Matilde Simoni
- Division of Experimental OncologyIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Carolina Caserta
- San Raffaele Telethon Institute for Gene Therapy (SR‐TIGET)IRCCS San Raffaele Scientific InstituteMilanItaly
| | - Cristina Fracassi
- Division of Experimental OncologyIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Serena Belluschi
- Vita Salute San Raffaele University School of MedicineMilanItaly
- Present address:
MogrifyCambridgeUK
| | - Kety Giannetti
- San Raffaele Telethon Institute for Gene Therapy (SR‐TIGET)IRCCS San Raffaele Scientific InstituteMilanItaly
| | - Raffaella Pini
- Center for Omics SciencesIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Ettore Zapparoli
- Center for Omics SciencesIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Stefano Beretta
- San Raffaele Telethon Institute for Gene Therapy (SR‐TIGET)IRCCS San Raffaele Scientific InstituteMilanItaly
| | - Martina Uggè
- Division of Experimental OncologyIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Eleonora Draghi
- Unit of Immunogenetics, Leukemia Genomics and ImmunobiologyIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Federico Rossari
- San Raffaele Telethon Institute for Gene Therapy (SR‐TIGET)IRCCS San Raffaele Scientific InstituteMilanItaly
- Vita Salute San Raffaele University School of MedicineMilanItaly
| | - Nadia Coltella
- San Raffaele Telethon Institute for Gene Therapy (SR‐TIGET)IRCCS San Raffaele Scientific InstituteMilanItaly
| | - Cristina Tresoldi
- Unit of Hematology and Bone Marrow TransplantationIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Marco J Morelli
- Center for Omics SciencesIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Raffaella Di Micco
- San Raffaele Telethon Institute for Gene Therapy (SR‐TIGET)IRCCS San Raffaele Scientific InstituteMilanItaly
| | - Bernhard Gentner
- San Raffaele Telethon Institute for Gene Therapy (SR‐TIGET)IRCCS San Raffaele Scientific InstituteMilanItaly
- Present address:
Ludwig Institute for Cancer researchLausanne UniversityLausanneSwitzerland
| | - Luca Vago
- Unit of Immunogenetics, Leukemia Genomics and ImmunobiologyIRCCS San Raffaele Scientific InstituteMilanItaly
| | - Rosa Bernardi
- Division of Experimental OncologyIRCCS San Raffaele Scientific InstituteMilanItaly
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Abstract
The tumor microenvironment (TME) is broadly implicated in tumorigenesis, as tumor cells interact with surrounding cells to influence the development and progression of the tumor. Blood vessels are a major component of the TME and are attributed to the creation of a hypoxic microenvironment, which is a common feature of advanced cancers and inflamed premalignant tissues. Runt-related transcription factor (RUNX) proteins, a transcription factor family of developmental master regulators, are involved in vital cellular processes such as differentiation, proliferation, cell lineage specification, and apoptosis. Furthermore, the RUNX family is involved in the regulation of various oncogenic processes and signaling pathways as well as tumor suppressive functions, suggesting that the RUNX family plays a strategic role in tumorigenesis. In this review, we have discussed the relevant findings that describe the crosstalk of the RUNX family with the hypoxic TME and tumor angiogenesis or with their signaling molecules in cancer development and progression.
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Affiliation(s)
- You Mie Lee
- Vessel-Organ Interaction Research Center, VOICE (MRC), Kyungpook National University, 80 Daehak-ro, Buk-gu, Daegu 41566, Korea
- Lab of Molecular Pathophysiology, College of Pharmacy, Kyungpook National University, 80 Daehak-ro, Buk-gu, Daegu 41566, Korea
- Correspondence: ; Tel.: +82-53-950-8566; Fax:+82-53-950-8557
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3
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Abstract
To cope with hypoxic stress, ancient organisms have developed evolutionally conserved programs centered on hypoxia-inducible transcriptional factors (HIFs). HIFs and their regulatory proteins have evolved as rheostats to adapt cellular metabolism to atmospheric oxygen fluctuations, but the amplitude of their transcriptional programs has tremendously increased along evolution to include a wide spectrum of physiological and pathological processes. The bone marrow represents a notable example of an organ that is physiologically exposed to low oxygen levels and where basal activation of hypoxia signaling appears to be intrinsically wired within normal and neoplastic hematopoietic cells. HIF-mediated responses are mainly piloted by the oxygen-labile α subunits HIF1α and HIF2α, and current literature suggests that these genes have a functional specification that remains to be fully defined. Since their identification in the mid 90s, HIF factors have been extensively studied in solid tumors, while their implication in leukemia has lagged behind. In the last decades however, many laboratories have addressed the function of hypoxia signaling in leukemia and obtained somewhat contradictory results. Suppression of HIFs expression in different types of leukemia has unveiled common leukemia-promoting functions such as stimulation of bone marrow neoangiogenesis, maintenance of leukemia stem cells and chemoresistance. However, genetic studies are revealing that a definition of HIF factors as bona fide tumor promoters is overly simplistic, and, depending on the leukemia subtype, the specific oncogenic event, or the stage of leukemia development, activation of hypoxia-inducible genes may lead to opposite consequences. With this article we will provide an updated summary of the studies describing the regulation and function of HIF1α and HIF2α in blood malignancies, spanning from acute to chronic, lymphoid to myeloid leukemias. In discussing these data, we will attempt to provide plausible explanations to contradictory findings and point at what we believe are areas of weakness in which further investigations are urgently needed. Gaining additional knowledge into the role of hypoxia signaling in leukemia appears especially timely nowadays, as new inhibitors of HIF factors are entering the clinical arena for specific types of solid tumors but their utility for patients with leukemia is yet to be determined.
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Zhong J, Wu H, Bu X, Li W, Cai S, Du M, Gao Y, Ping B. Establishment of Prognosis Model in Acute Myeloid Leukemia Based on Hypoxia Microenvironment, and Exploration of Hypoxia-Related Mechanisms. Front Genet 2021; 12:727392. [PMID: 34777463 PMCID: PMC8578022 DOI: 10.3389/fgene.2021.727392] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 09/22/2021] [Indexed: 01/21/2023] Open
Abstract
Acute myeloid leukemia (AML) is a highly heterogeneous hematologic neoplasm with poor survival outcomes. However, the routine clinical features are not sufficient to accurately predict the prognosis of AML. The expression of hypoxia-related genes was associated with survival outcomes of a variety of hematologic and lymphoid neoplasms. We established an 18-gene signature-based hypoxia-related prognosis model (HPM) and a complex model that consisted of the HPM and clinical risk factors using machine learning methods. Both two models were able to effectively predict the survival of AML patients, which might contribute to improving risk classification. Differentially expressed genes analysis, Gene Ontology (GO) categories, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were performed to reveal the underlying functions and pathways implicated in AML development. To explore hypoxia-related changes in the bone marrow immune microenvironment, we used CIBERSORT to calculate and compare the proportion of 22 immune cells between the two groups with high and low hypoxia-risk scores. Enrichment analysis and immune cell composition analysis indicated that the biological processes and molecular functions of drug metabolism, angiogenesis, and immune cell infiltration of bone marrow play a role in the occurrence and development of AML, which might help us to evaluate several hypoxia-related metabolic and immune targets for AML therapy.
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Affiliation(s)
- Jinman Zhong
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Hang Wu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaoyin Bu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Weiru Li
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Shengchun Cai
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Meixue Du
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ya Gao
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Baohong Ping
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Department of Huiqiao, Nanfang Hospital, Southern Medical University, Guangzhou, China
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Semenza GL. Breakthrough Science: Hypoxia-Inducible Factors, Oxygen Sensing, and Disorders of Hematopoiesis. Blood 2021:blood. [PMID: 34411243 DOI: 10.1182/blood.2021011043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 07/28/2021] [Indexed: 11/20/2022] Open
Abstract
Hypoxia-inducible factors (HIF) were discovered as activators of erythropoietin gene transcription in response to reduced O2 availability. O2-dependent hydroxylation of HIFs on proline and asparagine residues regulates protein stability and transcription activity, respectively. Mutations in genes encoding components of the oxygen sensing pathway cause familial erythrocytosis. Several small molecule inhibitors of HIF prolyl hydroxylases are currently in clinical trials as erythropoiesis stimulating agents. HIFs are overexpressed in bone marrow neoplasms, and the development of HIF inhibitors may improve outcome in these disorders.
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Bruno S, Mancini M, De Santis S, Monaldi C, Cavo M, Soverini S. The Role of Hypoxic Bone Marrow Microenvironment in Acute Myeloid Leukemia and Future Therapeutic Opportunities. Int J Mol Sci 2021; 22:ijms22136857. [PMID: 34202238 PMCID: PMC8269413 DOI: 10.3390/ijms22136857] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 06/18/2021] [Accepted: 06/22/2021] [Indexed: 12/28/2022] Open
Abstract
Acute myeloid leukemia (AML) is a hematologic malignancy caused by a wide range of alterations responsible for a high grade of heterogeneity among patients. Several studies have demonstrated that the hypoxic bone marrow microenvironment (BMM) plays a crucial role in AML pathogenesis and therapy response. This review article summarizes the current literature regarding the effects of the dynamic crosstalk between leukemic stem cells (LSCs) and hypoxic BMM. The interaction between LSCs and hypoxic BMM regulates fundamental cell fate decisions, including survival, self-renewal, and proliferation capacity as a consequence of genetic, transcriptional, and metabolic adaptation of LSCs mediated by hypoxia-inducible factors (HIFs). HIF-1α and some of their targets have been associated with poor prognosis in AML. It has been demonstrated that the hypoxic BMM creates a protective niche that mediates resistance to therapy. Therefore, we also highlight how hypoxia hallmarks might be targeted in the future to hit the leukemic population to improve AML patient outcomes.
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MESH Headings
- Animals
- Bone Marrow/metabolism
- Bone Marrow/pathology
- Cell Line, Tumor
- Cellular Reprogramming
- Disease Management
- Disease Susceptibility
- Energy Metabolism
- Epigenesis, Genetic
- Gene Expression Regulation, Leukemic
- Humans
- Hypoxia/metabolism
- Hypoxia-Inducible Factor 1/metabolism
- Leukemia, Myeloid, Acute/etiology
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/therapy
- Molecular Targeted Therapy
- Neoplastic Stem Cells/metabolism
- Signal Transduction
- Tumor Microenvironment
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Affiliation(s)
- Samantha Bruno
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy; (S.B.); (S.D.S.); (C.M.); (M.C.)
| | - Manuela Mancini
- Istituto di Ematologia “Seràgnoli”, IRCCS Azienda Ospedaliero, Universitaria di Bologna, 40138 Bologna, Italy;
| | - Sara De Santis
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy; (S.B.); (S.D.S.); (C.M.); (M.C.)
| | - Cecilia Monaldi
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy; (S.B.); (S.D.S.); (C.M.); (M.C.)
| | - Michele Cavo
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy; (S.B.); (S.D.S.); (C.M.); (M.C.)
- Istituto di Ematologia “Seràgnoli”, IRCCS Azienda Ospedaliero, Universitaria di Bologna, 40138 Bologna, Italy;
| | - Simona Soverini
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy; (S.B.); (S.D.S.); (C.M.); (M.C.)
- Correspondence:
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Michelozzi IM, Kirtsios E, Giustacchini A. Driving CAR T Stem Cell Targeting in Acute Myeloid Leukemia: The Roads to Success. Cancers (Basel) 2021; 13:2816. [PMID: 34198742 PMCID: PMC8201025 DOI: 10.3390/cancers13112816] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 05/27/2021] [Accepted: 06/02/2021] [Indexed: 12/14/2022] Open
Abstract
Current treatment outcome for acute myeloid leukemia (AML) patients is unsatisfactory and characterized by high rates of relapse and poor overall survival. Increasing evidence points to a crucial role of leukemic stem cells (LSC) and the bone marrow (BM) leukemic niche, in which they reside, in AML evolution and chemoresistance. Thus, future strategies aiming at improving AML therapeutic protocols are likely to be directed against LSC and their niche. Chimeric antigen receptor (CAR) T-cells have been extremely successful in the treatment of relapsed/refractory acute lymphoblastic leukemia and B-cell non-Hodgkin lymphoma and comparable results in AML are highly desirable. At present, we are at the dawn of CAR T-cell application in AML, with several preclinical studies and few early phase clinical trials. However, the lack of leukemia-specific targets and the genetic and phenotypic heterogeneity of the disease combined with the leukemia-induced remodeling of the BM microenvironment are limiting CAR T-cell exploitation in AML. Here, we reviewed AML-LSC and AML-BM niche features in the context of their therapeutic targeting using CAR T-cells. We summarized recent progress in CAR T-cell application to the treatment of AML, and we discussed the remaining therapeutic challenges and promising novel strategies to overcome them.
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Affiliation(s)
- Ilaria M. Michelozzi
- Molecular and Cellular Immunology Section, UCL Great Ormond Street Institute of Child Health, Zayed Centre for Research into Rare Disease in Children, London WC1N 1DZ, UK;
| | | | - Alice Giustacchini
- Molecular and Cellular Immunology Section, UCL Great Ormond Street Institute of Child Health, Zayed Centre for Research into Rare Disease in Children, London WC1N 1DZ, UK;
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Dykstra KM, Fay HRS, Massey AC, Yang N, Johnson M, Portwood S, Guzman ML, Wang ES. Inhibiting autophagy targets human leukemic stem cells and hypoxic AML blasts by disrupting mitochondrial homeostasis. Blood Adv 2021; 5:2087-2100. [PMID: 33877295 PMCID: PMC8095145 DOI: 10.1182/bloodadvances.2020002666] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 03/01/2021] [Indexed: 12/22/2022] Open
Abstract
Leukemia stem cells (LSCs) and therapy-resistant acute myeloid leukemia (AML) blasts contribute to the reinitiation of leukemia after remission, necessitating therapeutic interventions that target these populations. Autophagy is a prosurvival process that allows for cells to adapt to a variety of stressors. Blocking autophagy pharmacologically by using mechanistically distinct inhibitors induced apoptosis and prevented colony formation in primary human AML cells. The most effective inhibitor, bafilomycin A1 (Baf A1), also prevented the in vivo maintenance of AML LSCs in NSG mice. To understand why Baf A1 exerted the most dramatic effects on LSC survival, we evaluated mitochondrial function. Baf A1 reduced mitochondrial respiration and stabilized PTEN-induced kinase-1 (PINK-1), which initiates autophagy of mitochondria (mitophagy). Interestingly, with the autophagy inhibitor chloroquine, levels of enhanced cell death and reduced mitochondrial respiration phenocopied the effects of Baf A1 only when cultured in hypoxic conditions that mimic the marrow microenvironment (1% O2). This indicates that increased efficacy of autophagy inhibitors in inducing AML cell death can be achieved by concurrently inducing mitochondrial damage and mitophagy (pharmacologically or by hypoxic induction) and blocking mitochondrial degradation. In addition, prolonged exposure of AML cells to hypoxia induced autophagic flux and reduced chemosensitivity to cytarabine (Ara-C), which was reversed by autophagy inhibition. The combination of Ara-C with Baf A1 also decreased tumor burden in vivo. These findings demonstrate that autophagy is critical for mitochondrial homeostasis and survival of AML cells in hypoxia and support the development of autophagy inhibitors as novel therapeutic agents for AML.
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Affiliation(s)
| | - Hannah R S Fay
- Department of Medicine and
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Ashish C Massey
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY
- Division of Hematology and Medical Oncology, Department of Pediatrics, and
| | - Neng Yang
- Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY; and
| | | | | | - Monica L Guzman
- Division of Hematology and Medical Oncology, Department of Pediatrics, and
| | - Eunice S Wang
- Department of Medicine and
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY
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Abstract
The relationship of the homing of normal hematopoietic stem cells (HSC) in the bone marrow to specific environmental conditions, referred to as the stem cell niche (SCN), has been intensively studied over the last three decades. These conditions include the action of a number of molecular and cellular players, as well as critical levels of nutrients, oxygen and glucose in particular, involved in energy production. These factors are likely to act also in leukemias, due to the strict analogy between the hierarchical structure of normal hematopoietic cell populations and that of leukemia cell populations. This led to propose that leukemic growth is fostered by cells endowed with stem cell properties, the leukemia stem cells (LSC), a concept readily extended to comprise the cancer stem cells (CSC) of solid tumors. Two alternative routes have been proposed for CSC generation, that is, the oncogenic staminalization (acquisition of self-renewal) of a normal progenitor cell (the "CSC in normal progenitor cell" model) and the oncogenic transformation of a normal (self-renewing) stem cell (the "CSC in normal stem cell" model). The latter mechanism, in the hematological context, makes LSC derive from HSC, suggesting that LSC share SCN homing with HSC. This chapter is focused on the availability of oxygen and glucose in the regulation of LSC maintenance within the SCN. In this respect, the most critical aspect in view of the outcome of therapy is the long-term maintenance of the LSC subset capable to sustain minimal residual disease and the related risk of relapse of disease.
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10
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Abstract
INTRODUCTION Hypoxia-inducible transcription factors have been identified as regulators of adaptive responses to hypoxia. Over the past 20 years, more than 8000 papers have described their increasingly complex role and regulation in cancer. Presently, it is recognized that hypoxia-inducible factors (HIFs) are regulated by oxygen-dependent and oxygen-independent mechanisms in cancer development; the list of their targets has increased to include more than 500 genes involved in most hallmarks of cancer. Areas covered: Most literature describes the function of HIF factors in solid tumors; however, in the past 10 years, evidence has steadily accumulated to indicate that HIFs are implicated in hematological malignancies. This review summarizes our current understanding of the function and regulation of HIF factors in hematopoiesis and leukemia. Moreover, we provide an update on pharmacological inhibitors of this pathway that have shown promising therapeutic effects in clinical trials or leukemia pre-clinical models. Expert opinion: The inhibition of the function of HIF factors may provide an interesting approach for treating leukemia. We posit that before moving into the clinic, we should (i) fully characterize the outcome of HIF inhibition in specific leukemia contexts (ii) test the possibility of combining HIF-targeting strategies with cytotoxic compounds and (iii) consider patient selection to increase therapeutic efficacy.
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Affiliation(s)
- Daniela Magliulo
- a Vita-Salute San Raffaele University , Milan , Italy.,b Preclinical Models of Cancer Laboratory, Division of Experimental Oncology , San Raffaele Scientific Institute , Milan , Italy
| | - Rosa Bernardi
- b Preclinical Models of Cancer Laboratory, Division of Experimental Oncology , San Raffaele Scientific Institute , Milan , Italy
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Cornet-Masana JM, Moreno-Martínez D, Lara-Castillo MC, Nomdedeu M, Etxabe A, Tesi N, Pratcorona M, Esteve J, Risueño RM. Emetine induces chemosensitivity and reduces clonogenicity of acute myeloid leukemia cells. Oncotarget 2018; 7:23239-50. [PMID: 26992240 PMCID: PMC5029623 DOI: 10.18632/oncotarget.8096] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 02/28/2016] [Indexed: 01/22/2023] Open
Abstract
Acute myeloid leukemia (AML) is an hematologic neoplasia characterized by the accumulation of transformed immature myeloid cells in bone marrow. Although the response rate to induction therapy is high, survival rate 5-year after diagnosis is still low, highlighting the necessity of new novel agents. To identify agents with the capability to abolish the self-renewal capacity of AML blasts, an in silico screening was performed to search for small molecules that induce terminal differentiation. Emetine, a hit compound, was validated for its anti-leukemic effect in vitro, ex vivo and in vivo. Emetine, a second-line anti-protozoa drug, differentially reduced cell viability and clonogenic capacity of AML primary patient samples, sparing healthy blood cells. Emetine treatment markedly reduced AML burden in bone marrow of xenotransplanted mice and decreased self-renewal capacity of the remaining engrafted AML cells. Emetine also synergized with commonly used chemotherapeutic agents such as ara-C. At a molecular level, emetine treatment was followed by a reduction in HIF-1α protein levels. This study validated the anti-leukemiceffect of emetine in AML cell lines, a group of diverse AML primary samples, and in a human AML-transplanted murine model, sparing healthy blood cells. The selective anti-leukemic effect of emetine together with the safety of the dose range required to exert this effect support the development of this agent in clinical practice.
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Affiliation(s)
| | | | | | - Meritxell Nomdedeu
- Josep Carreras Leukaemia Research Institute, Barcelona, Spain.,Department of Hematology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Amaia Etxabe
- Josep Carreras Leukaemia Research Institute, Barcelona, Spain
| | - Niccolò Tesi
- Josep Carreras Leukaemia Research Institute, Barcelona, Spain
| | - Marta Pratcorona
- Josep Carreras Leukaemia Research Institute, Barcelona, Spain.,Department of Hematology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Jordi Esteve
- Josep Carreras Leukaemia Research Institute, Barcelona, Spain.,Department of Hematology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Ruth M Risueño
- Josep Carreras Leukaemia Research Institute, Barcelona, Spain
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12
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Schito L, Rey S, Konopleva M. Integration of hypoxic HIF-α signaling in blood cancers. Oncogene 2017; 36:5331-5340. [DOI: 10.1038/onc.2017.119] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 01/16/2017] [Accepted: 02/26/2017] [Indexed: 12/15/2022]
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Kato I, Nishinaka Y, Nakamura M, Akarca AU, Niwa A, Ozawa H, Yoshida K, Mori M, Wang D, Morita M, Ueno H, Shiozawa Y, Shiraishi Y, Miyano S, Gupta R, Umeda K, Watanabe K, Koh K, Adachi S, Heike T, Saito MK, Sanada M, Ogawa S, Marafioti T, Watanabe A, Nakahata T, Enver T. Hypoxic adaptation of leukemic cells infiltrating the CNS affords a therapeutic strategy targeting VEGFA. Blood 2017; 129:3126-9. [PMID: 28424164 DOI: 10.1182/blood-2016-06-721712] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
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14
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Abstract
Despite huge improvements in the treatment of leukemia, the percentage of patients suffering relapse still remains significant. Relapse most often results from a small number of leukemic stem cells (LSCs) within the bone marrow, which are able to self-renew, and therefore reestablish the full tumor. The marrow microenvironment contributes considerably in supporting the protection and development of leukemic cells. LSCs share specific niches with normal hematopoietic stem cells with the niche itself being composed of a variety of cell types, including mesenchymal stem/stromal cells, bone cells, immune cells, neuronal cells, and vascular cells. A hallmark of the hematopoietic niche is low oxygen partial pressure, indeed this hypoxia is necessary for the long-term maintenance of hematopoietic stem/progenitor cells. Hypoxia is a strong signal, principally maintained by members of the hypoxia-inducible factor (HIF) family. In solid tumors, it has been well established that hypoxia triggers intrinsic metabolic changes and microenvironmental modifications, such as the stimulation of angiogenesis, through activation of HIFs. As leukemia is not considered a “solid” tumor, the role of oxygen in the disease was presumed to be inconsequential and remained long overlooked. This view has now been revised since hypoxia has been shown to influence leukemic cell proliferation, differentiation, and resistance to chemotherapy. However, the role of HIF proteins remains controversial with HIFs being considered as either oncogenes or tumor suppressor genes, depending on the study and model. The purpose of this review is to highlight our knowledge of hypoxia and HIFs in leukemic development and therapeutic resistance and to discuss the recent hypoxia-based strategies proposed to eradicate leukemias.
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Affiliation(s)
- Margaux Deynoux
- Génétique, Immunothérapie, Chimie et Cancer (GICC) UMR 7292, CNRS, UFR de Médecine, Université François-Rabelais de Tours , Tours , France
| | - Nicola Sunter
- Génétique, Immunothérapie, Chimie et Cancer (GICC) UMR 7292, CNRS, UFR de Médecine, Université François-Rabelais de Tours , Tours , France
| | - Olivier Hérault
- Génétique, Immunothérapie, Chimie et Cancer (GICC) UMR 7292, CNRS, UFR de Médecine, Université François-Rabelais de Tours, Tours, France; Service d'Hématologie Biologique, Centre Hospitalier Régional Universitaire de Tours, Tours, France
| | - Frédéric Mazurier
- Génétique, Immunothérapie, Chimie et Cancer (GICC) UMR 7292, CNRS, UFR de Médecine, Université François-Rabelais de Tours , Tours , France
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15
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Rouault-Pierre K, Hamilton A, Bonnet D. Effect of hypoxia-inducible factors in normal and leukemic stem cell regulation and their potential therapeutic impact. Expert Opin Biol Ther 2016; 16:463-76. [PMID: 26679619 DOI: 10.1517/14712598.2016.1133582] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
INTRODUCTION Hypoxia inducible factors (HIF-1α and HIF-2α) are the main mediators of hypoxic responses that operate in both normal and pathological conditions. Recent evidence indicates that HIF-1α and HIF-2α could have overlapping, unique and even sometimes opposing activities in both normal physiology and disease. Despite an increase in our understanding of the different pathways regulated by HIF-1α and HIF-2α, the role played by each factor in HSC maintenance and leukemogenesis is still controversial. AREAS COVERED This review summarizes our current understanding of HIF-1α and HIF-2α activities and discusses the implications and challenges of using HIF inhibitors therapeutically in blood malignancies. EXPERT OPINION As HIF inhibitors are currently under clinical evaluation in different cancers, including hematological malignancies, a more thorough understanding of the unique roles performed by HIF-1α and HIF-2α in human neoplasia is warranted.
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Affiliation(s)
- Kevin Rouault-Pierre
- a Haematopoietic Stem Cell Laboratory , The Francis Crick Institute , London , UK
| | - Ashley Hamilton
- a Haematopoietic Stem Cell Laboratory , The Francis Crick Institute , London , UK
| | - Dominique Bonnet
- a Haematopoietic Stem Cell Laboratory , The Francis Crick Institute , London , UK
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16
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Degwert N, Latuske E, Vohwinkel G, Stamm H, Klokow M, Bokemeyer C, Fiedler W, Wellbrock J. Deoxycytidine kinase is downregulated under hypoxic conditions and confers resistance against cytarabine in acute myeloid leukaemia. Eur J Haematol 2015; 97:239-44. [PMID: 26613208 DOI: 10.1111/ejh.12711] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/24/2015] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Leukaemia initiating cells reside within specialised niches in the bone marrow where they undergo complex interactions with different stromal cell types. The bone marrow niche is characterised by a low oxygen content resulting in high expression of hypoxia-inducible factor 1 α in leukaemic cells conferring a negative prognosis to patients with acute myeloid leukaemia (AML). METHODS AND RESULTS In the current study, we investigated the impact of hypoxic vs. normoxic conditions on the sensitivity of AML cell lines and primary AML blasts to cytarabine. AML cells cultured under 6% oxygen were significantly more resistant against cytarabine compared to cells cultured under normoxic conditions in proliferation and colony-formation assays. Interestingly upon cultivation under hypoxia, the expression of the cytarabine-activating enzyme deoxycytidine kinase was downregulated in all analysed AML cell lines and primary AML samples representing a possible mechanism for resistance to chemotherapy. Furthermore, the downregulation of deoxycytidine kinase could be associated with hypoxia-inducible factor 1 α as treatment with its inhibitor BAY87-2243 hampered the downregulation of deoxycytidine kinase expression under hypoxic conditions. CONCLUSIONS In conclusion, our data reveal that hypoxia-induced downregulation of deoxycytidine kinase represents one stroma-cell-independent mechanism of drug resistance to cytarabine in acute myeloid leukaemia.
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Affiliation(s)
- Nicole Degwert
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Emily Latuske
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gabi Vohwinkel
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Hauke Stamm
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marianne Klokow
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Carsten Bokemeyer
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Walter Fiedler
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jasmin Wellbrock
- Department of Oncology, Haematology and Bone Marrow Transplantation with section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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17
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Benito J, Ramirez MS, Millward NZ, Velez J, Harutyunyan KG, Lu H, Shi YX, Matre P, Jacamo R, Ma H, Konoplev S, McQueen T, Volgin A, Protopopova M, Mu H, Lee J, Bhattacharya PK, Marszalek JR, Davis RE, Bankson JA, Cortes JE, Hart CP, Andreeff M, Konopleva M. Hypoxia-Activated Prodrug TH-302 Targets Hypoxic Bone Marrow Niches in Preclinical Leukemia Models. Clin Cancer Res 2015; 22:1687-98. [PMID: 26603259 DOI: 10.1158/1078-0432.ccr-14-3378] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 10/27/2015] [Indexed: 11/16/2022]
Abstract
PURPOSE To characterize the prevalence of hypoxia in the leukemic bone marrow, its association with metabolic and transcriptional changes in the leukemic blasts and the utility of hypoxia-activated prodrug TH-302 in leukemia models. EXPERIMENTAL DESIGN Hyperpolarized magnetic resonance spectroscopy was utilized to interrogate the pyruvate metabolism of the bone marrow in the murine acute myeloid leukemia (AML) model. Nanostring technology was used to evaluate a gene set defining a hypoxia signature in leukemic blasts and normal donors. The efficacy of the hypoxia-activated prodrug TH-302 was examined in the in vitro and in vivo leukemia models. RESULTS Metabolic imaging has demonstrated increased glycolysis in the femur of leukemic mice compared with healthy control mice, suggesting metabolic reprogramming of hypoxic bone marrow niches. Primary leukemic blasts in samples from AML patients overexpressed genes defining a "hypoxia index" compared with samples from normal donors. TH-302 depleted hypoxic cells, prolonged survival of xenograft leukemia models, and reduced the leukemia stem cell pool in vivo In the aggressive FLT3/ITD MOLM-13 model, combination of TH-302 with tyrosine kinase inhibitor sorafenib had greater antileukemia effects than either drug alone. Importantly, residual leukemic bone marrow cells in a syngeneic AML model remain hypoxic after chemotherapy. In turn, administration of TH-302 following chemotherapy treatment to mice with residual disease prolonged survival, suggesting that this approach may be suitable for eliminating chemotherapy-resistant leukemia cells. CONCLUSIONS These findings implicate a pathogenic role of hypoxia in leukemia maintenance and chemoresistance and demonstrate the feasibility of targeting hypoxic cells by hypoxia cytotoxins.
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Affiliation(s)
- Juliana Benito
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Marc S Ramirez
- Imaging Physics, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Niki Zacharias Millward
- Department of Experimental Diagnostic Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Juliana Velez
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Karine G Harutyunyan
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hongbo Lu
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yue-Xi Shi
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Polina Matre
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rodrigo Jacamo
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Helen Ma
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sergej Konoplev
- Department of Hematopathology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Teresa McQueen
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Andrei Volgin
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Marina Protopopova
- Institute for Applied Cancer Science, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hong Mu
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jaehyuk Lee
- Imaging Physics, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Pratip K Bhattacharya
- Cancer Systems Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joseph R Marszalek
- Institute for Applied Cancer Science, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - R Eric Davis
- Department of Lymphoma and Myeloma, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - James A Bankson
- Imaging Physics, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jorge E Cortes
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Charles P Hart
- Threshold Pharmaceuticals, Inc., South San Francisco, California
| | - Michael Andreeff
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Marina Konopleva
- Department of Leukemia, University of Texas MD Anderson Cancer Center, Houston, Texas.
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18
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Qiu Y, Li P, Ji C. Cell Death Conversion under Hypoxic Condition in Tumor Development and Therapy. Int J Mol Sci 2015; 16:25536-51. [PMID: 26512660 DOI: 10.3390/ijms161025536] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Revised: 10/07/2015] [Accepted: 10/19/2015] [Indexed: 12/29/2022] Open
Abstract
Hypoxia, which is common during tumor progression, plays important roles in tumor biology. Failure in cell death in response to hypoxia contributes to progression and metastasis of tumors. On the one hand, the metabolic and oxidative stress following hypoxia could lead to cell death by triggering signal cascades, like LKB1/AMPK, PI3K/AKT/mTOR, and altering the levels of effective components, such as the Bcl-2 family, Atg and p62. On the other hand, hypoxia-induced autophagy can serve as a mechanism to turn over nutrients, so as to mitigate the adverse condition and then avoid cell death potentially. Due to the effective role of hypoxia, this review focuses on the crosstalk in cell death under hypoxia in tumor progression. Additionally, the illumination of cell death in hypoxia could shed light on the clinical applications of cell death targeted therapy.
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19
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Moradi Manesh D, El-Hoss J, Evans K, Richmond J, Toscan CE, Bracken LS, Hedrick A, Sutton R, Marshall GM, Wilson WR, Kurmasheva RT, Billups C, Houghton PJ, Smith MA, Carol H, Lock RB. AKR1C3 is a biomarker of sensitivity to PR-104 in preclinical models of T-cell acute lymphoblastic leukemia. Blood 2015; 126:1193-202. [PMID: 26116659 DOI: 10.1182/blood-2014-12-618900] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 06/20/2015] [Indexed: 12/20/2022] Open
Abstract
PR-104, a phosphate ester of the nitrogen mustard prodrug PR-104A, has shown evidence of efficacy in adult leukemia clinical trials. Originally designed to target hypoxic cells, PR-104A is independently activated by aldo-keto-reductase 1C3 (AKR1C3). The aim of this study was to test whether AKR1C3 is a predictive biomarker of in vivo PR-104 sensitivity. In a panel of 7 patient-derived pediatric acute lymphoblastic leukemia (ALL) xenografts, PR-104 showed significantly greater efficacy against T-lineage ALL (T-ALL) than B-cell-precursor ALL (BCP-ALL) xenografts. Single-agent PR-104 was more efficacious against T-ALL xenografts compared with a combination regimen of vincristine, dexamethasone, and l-asparaginase. Expression of AKR1C3 was significantly higher in T-ALL xenografts compared with BCP-ALL, and correlated with PR-104/PR-104A sensitivity in vivo and in vitro. Overexpression of AKR1C3 in a resistant BCP-ALL xenograft resulted in dramatic sensitization to PR-104 in vivo. Testing leukemic blasts from 11 patients confirmed that T-ALL cells were more sensitive than BCP-ALL to PR-104A in vitro, and that sensitivity correlated with AKR1C3 expression. Collectively, these results indicate that PR-104 shows promise as a novel therapy for relapsed/refractory T-ALL, and that AKR1C3 expression could be used as a biomarker to select patients most likely to benefit from such treatment in prospective clinical trials.
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20
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Gao XN, Yan F, Lin J, Gao L, Lu XL, Wei SC, Shen N, Pang JX, Ning QY, Komeno Y, Deng AL, Xu YH, Shi JL, Li YH, Zhang DE, Nervi C, Liu SJ, Yu L. AML1/ETO cooperates with HIF1α to promote leukemogenesis through DNMT3a transactivation. Leukemia 2015; 29:1730-40. [PMID: 25727291 DOI: 10.1038/leu.2015.56] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 02/16/2015] [Accepted: 02/23/2015] [Indexed: 12/27/2022]
Abstract
The mechanisms by which AML1/ETO (A/E) fusion protein induces leukemogenesis in acute myeloid leukemia (AML) without mutagenic events remain elusive. Here we show that interactions between A/E and hypoxia-inducible factor 1α (HIF1α) are sufficient to prime leukemia cells for subsequent aggressive growth. In agreement with this, HIF1α is highly expressed in A/E-positive AML patients and strongly predicts inferior outcomes, regardless of gene mutations. Co-expression of A/E and HIF1α in leukemia cells causes a higher cell proliferation rate in vitro and more serious leukemic status in mice. Mechanistically, A/E and HIF1α form a positive regulatory circuit and cooperate to transactivate DNMT3a gene leading to DNA hypermethylation. Pharmacological or genetic interventions in the A/E-HIF1α loop results in DNA hypomethylation, a re-expression of hypermethylated tumor-suppressor p15(INK4b) and the blockage of leukemia growth. Thus high HIF1α expression serves as a reliable marker, which identifies patients with a poor prognosis in an otherwise prognostically favorable AML group and represents an innovative therapeutic target in high-risk A/E-driven leukemia.
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Affiliation(s)
- X N Gao
- 1] Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China [2] The Hormel Institute, University of Minnesota, Austin, MN, USA
| | - F Yan
- The Hormel Institute, University of Minnesota, Austin, MN, USA
| | - J Lin
- Institute of Basic Medicine, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - L Gao
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - X L Lu
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - S C Wei
- The Hormel Institute, University of Minnesota, Austin, MN, USA
| | - N Shen
- The Hormel Institute, University of Minnesota, Austin, MN, USA
| | - J X Pang
- The Hormel Institute, University of Minnesota, Austin, MN, USA
| | - Q Y Ning
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - Y Komeno
- Department of Pathology and Division of Biological Sciences, Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - A L Deng
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - Y H Xu
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - J L Shi
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - Y H Li
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
| | - D E Zhang
- Department of Pathology and Division of Biological Sciences, Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA, USA
| | - C Nervi
- Department of Medical Surgical Sciences and Biotechnologies, University of Rome 'La Sapienza', Latina, Italy
| | - S J Liu
- The Hormel Institute, University of Minnesota, Austin, MN, USA
| | - L Yu
- Department of Hematology, Chinese PLA General Hospital, Medical School of Chinese PLA, Beijing, China
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21
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Konopleva M, Thall PF, Yi CA, Borthakur G, Coveler A, Bueso-Ramos C, Benito J, Konoplev S, Gu Y, Ravandi F, Jabbour E, Faderl S, Thomas D, Cortes J, Kadia T, Kornblau S, Daver N, Pemmaraju N, Nguyen HQ, Feliu J, Lu H, Wei C, Wilson WR, Melink TJ, Gutheil JC, Andreeff M, Estey EH, Kantarjian H. Phase I/II study of the hypoxia-activated prodrug PR104 in refractory/relapsed acute myeloid leukemia and acute lymphoblastic leukemia. Haematologica 2015; 100:927-34. [PMID: 25682597 DOI: 10.3324/haematol.2014.118455] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2014] [Accepted: 02/06/2015] [Indexed: 12/19/2022] Open
Abstract
We previously demonstrated vast expansion of hypoxic areas in the leukemic microenvironment and provided a rationale for using hypoxia-activated prodrugs. PR104 is a phosphate ester that is rapidly hydrolyzed in vivo to the corresponding alcohol PR-104A and further reduced to the amine and hydroxyl-amine nitrogen mustards that induce DNA cross-linking in hypoxic cells under low oxygen concentrations. In this phase I/II study, patients with relapsed/refractory acute myeloid leukemia (n=40) after 1 or 2 prior treatments or acute lymphoblastic leukemia (n=10) after any number of prior treatments received PR104; dose ranged from 1.1 to 4 g/m(2). The most common treatment-related grade 3/4 adverse events were myelosuppression (anemia 62%, neutropenia 50%, thrombocytopenia 46%), febrile neutropenia (40%), infection (24%), and enterocolitis (14%). Ten of 31 patients with acute myeloid leukemia (32%) and 2 of 10 patients with acute lymphoblastic leukemia (20%) who received 3 g/m(2) or 4 g/m(2) had a response (complete response, n=1; complete response without platelet recovery, n=5; morphological leukemia-free state, n=6). The extent of hypoxia was evaluated by the hypoxia tracer pimonidazole administered prior to a bone marrow biopsy and by immunohistochemical assessments of hypoxia-inducible factor alpha and carbonic anhydrase IX. A high fraction of leukemic cells expressed these markers, and PR104 administration resulted in measurable decrease of the proportions of hypoxic cells. These findings indicate that hypoxia is a prevalent feature of the leukemic microenvironment and that targeting hypoxia with hypoxia-activated prodrugs warrants further evaluation in acute leukemia. The trial is registered at clinicaltrials.gov identifier: 01037556.
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Affiliation(s)
- Marina Konopleva
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Peter F Thall
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cecilia Arana Yi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gautam Borthakur
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew Coveler
- Fred Hutchinson Cancer Research Center, University of Washington, Seattle, WA, USA
| | - Carlos Bueso-Ramos
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Juliana Benito
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sergej Konoplev
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yongchuan Gu
- Auckland Cancer Society Research Centre, University of Auckland, NZ, USA
| | - Farhad Ravandi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Elias Jabbour
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stefan Faderl
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Deborah Thomas
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jorge Cortes
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tapan Kadia
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Steven Kornblau
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Naval Daver
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Naveen Pemmaraju
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hoang Q Nguyen
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jennie Feliu
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hongbo Lu
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Caimiao Wei
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - William R Wilson
- Auckland Cancer Society Research Centre, University of Auckland, NZ, USA
| | | | | | - Michael Andreeff
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Elihu H Estey
- Fred Hutchinson Cancer Research Center, University of Washington, Seattle, WA, USA
| | - Hagop Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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22
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Song K, Li M, Xu XJ, Xuan L, Huang GN, Song XL, Liu QF. HIF-1α and GLUT1 gene expression is associated with chemoresistance of acute myeloid leukemia. Asian Pac J Cancer Prev 2014; 15:1823-9. [PMID: 24641416 DOI: 10.7314/apjcp.2014.15.4.1823] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
AIMS Much evidence suggests that increased glucose metabolism in tumor cells might contribute to the development of acquired chemoresistance. However, the molecular mechanisms are not fully clear. Therefore, we investigated a possible correlation of mRNA expression of HIF-1α and GLUT1 with chemoresistance in acute myeloid leukemia (AML). METHODS Bone marrow samples were obtained from newly diagnosed and relapsed AML (M3 exclusion) cases. RNA interference with short hairpin RNA (shRNA) was used to stably silence GLUT1 or HIF-1α gene expression in an AML cell line and HIF-1α and GLUT1 mRNA expression was measured by real-time quantitative polymerase chain reaction assay (qPCR). RESULTS High levels of HIF-1α and GLUT1 were associated with poor responsiveness to chemotherapy in AML. Down-regulation of the expression of GLUT1 by RNA interference obviously sensitized drug-resistant HL-60/ADR cells to adriamycin (ADR) in vitro, comparable with RNA interference for the HIF-1α gene. CONCLUSIONS Our data revealed that over-expression of HIF-1α and GLUT1 might play a role in the chemoresistance of AML. GLUT1 might be a potential target to reverse such drug resistance.
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Affiliation(s)
- Kui Song
- Department of Hematology, Nanfang Hospital of Southern Medical University, Guangzhou, China E-mail :
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23
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Muz B, de la Puente P, Azab F, Luderer M, Azab AK. The role of hypoxia and exploitation of the hypoxic environment in hematologic malignancies. Mol Cancer Res 2014; 12:1347-54. [PMID: 25158954 DOI: 10.1158/1541-7786.mcr-14-0028] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Tumor hypoxia is a well-described phenomenon during the progression of solid tumors affecting cell signaling pathways and cell metabolism; however, its role in hematologic malignancies has not been given the same attention in the literature. Therefore, this review focuses on the comparative differences between solid and hematologic malignancies with emphasis on the role of hypoxia during tumorigenesis and progression. In addition, contribution of the bone marrow and angiogenic environment are also discussed. Insight is provided into the role of hypoxia in metastatic spread, stemness, and drug resistance in hematologic conditions. Finally, emerging therapeutic strategies such as small-molecule prodrugs and hypoxia-inducible factor (HIF) targeting approaches are outlined to combat hypoxic cells and/or adaptive mechanisms in the treatment of hematologic malignancies.
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Affiliation(s)
- Barbara Muz
- Department of Radiation Oncology, Cancer Biology Division, Washington University in Saint Louis School of Medicine, St. Louis, Missouri
| | - Pilar de la Puente
- Department of Radiation Oncology, Cancer Biology Division, Washington University in Saint Louis School of Medicine, St. Louis, Missouri
| | - Feda Azab
- Department of Radiation Oncology, Cancer Biology Division, Washington University in Saint Louis School of Medicine, St. Louis, Missouri
| | - Micah Luderer
- Department of Radiation Oncology, Cancer Biology Division, Washington University in Saint Louis School of Medicine, St. Louis, Missouri
| | - Abdel Kareem Azab
- Department of Radiation Oncology, Cancer Biology Division, Washington University in Saint Louis School of Medicine, St. Louis, Missouri.
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24
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Chen F, Liu Y, Wang S, Guo X, Shi P, Wang W, Xu B. Triptolide, a Chinese herbal extract, enhances drug sensitivity of resistant myeloid leukemia cell lines through downregulation of HIF-1α and Nrf2. Pharmacogenomics 2014; 14:1305-17. [PMID: 23930677 DOI: 10.2217/pgs.13.122] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
AIM To explore whether triptolide (TPL) can enhance drug sensitivity of resistant myeloid leukemia cell lines through downregulation of HIF-1α and Nrf2. MATERIALS & METHODS HL60/A and K562/G cells were subjected to different treatments and thereafter an methyl thiazole tetrazolium bromide assay, flow cytometry, western blot and real-time PCR were used to determine IC₅₀, apoptotic status and expression of Nrf2, HIF-1α and their target genes. RESULTS Doxorubicin- or imatinib-induced apoptosis was enhanced when anticancer agents were used in combination with TPL. When combined with TPL, both doxorubicin and imatinib downregulate Nrf2 and HIF-1α expression at protein and mRNA levels. Genes downstream of Nrf2, for example, NQO1, GSR and HO-1, as well as target genes of HIF-1α, for example, BNIP3, VEGF and CAIX are also downregulated at the mRNA level. CONCLUSION TPL is able to enhance drug sensitivity of resistant myeloid leukemia cell lines through downregulation of HIF-1α and Nrf2.
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Affiliation(s)
- Feili Chen
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, PR China
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25
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Liu Y, Chen F, Wang S, Guo X, Shi P, Wang W, Xu B. Low-dose triptolide in combination with idarubicin induces apoptosis in AML leukemic stem-like KG1a cell line by modulation of the intrinsic and extrinsic factors. Cell Death Dis 2013; 4:e948. [PMID: 24309935 DOI: 10.1038/cddis.2013.467] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2013] [Revised: 10/17/2013] [Accepted: 10/21/2013] [Indexed: 01/20/2023]
Abstract
Leukemia stem cells (LSCs) are considered to be the main reason for relapse and are also regarded as a major hurdle for the success of acute myeloid leukemia chemotherapy. Thus, new drugs targeting LSCs are urgently needed. Triptolide (TPL) is cytotoxic to LSCs. Low dose of TPL enhances the cytotoxicity of idarubicin (IDA) in LSCs. In this study, the ability of TPL to induce apoptosis in leukemic stem cell (LSC)-like cells derived from acute myeloid leukemia cell line KG1a was investigated. LSC-like cells sorted from KG1a were subjected to cell cycle analysis and different treatments, and then followed by in vitro methyl thiazole tetrazolium bromide cytotoxicity assay. The effects of different drug combinations on cell viability, intracellular reactive-oxygen species (ROS) activity, colony-forming ability and apoptotic status were also examined. Combination index-isobologram analysis indicates a synergistic effect between TPL and IDA, which inhibits the colony-forming ability of LSC-like cells and induces their apoptosis. We further investigated the expression of Nrf2, HIF-1α and their downstream target genes. LSC-like cells treated with both TPL and IDA have increased levels of ROS, decreased expression of Nrf2 and HIF-1α pathways. Our findings indicate that the synergistic cytotoxicity of TPL and IDA in LSCs-like cells may attribute to both induction of ROS and inhibition of the Nrf2 and HIF-1α pathways.
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Portwood S, Lal D, Hsu YC, Vargas R, Johnson MK, Wetzler M, Hart CP, Wang ES. Activity of the hypoxia-activated prodrug, TH-302, in preclinical human acute myeloid leukemia models. Clin Cancer Res 2013; 19:6506-19. [PMID: 24088735 DOI: 10.1158/1078-0432.ccr-13-0674] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Acute myeloid leukemia (AML) is an aggressive hematologic neoplasm. Recent evidence has shown the bone marrow microenvironment in patients with AML to be intrinsically hypoxic. Adaptive cellular responses by leukemia cells to survive under low oxygenation also confer chemoresistance. We therefore asked whether therapeutic exploitation of marrow hypoxia via the hypoxia-activated nitrogen mustard prodrug, TH-302, could effectively inhibit AML growth. EXPERIMENTAL DESIGN We assessed the effects of hypoxia and TH-302 on human AML cells, primary samples, and systemic xenograft models. RESULTS We observed that human AML cells and primary AML colonies cultured under chronic hypoxia (1% O2, 72 hours) exhibited reduced sensitivity to cytarabine-induced apoptosis as compared with normoxic controls. TH-302 treatment resulted in dose- and hypoxia-dependent apoptosis and cell death in diverse AML cells. TH-302 preferentially decreased proliferation, reduced HIF-1α expression, induced cell-cycle arrest, and enhanced double-stranded DNA breaks in hypoxic AML cells. Hypoxia-induced reactive oxygen species by AML cells were also diminished. In systemic human AML xenografts (HEL, HL60), TH-302 [50 mg/kg intraperitoneally (i.p.) 5 times per week] inhibited disease progression and prolonged overall survival. TH-302 treatment reduced the number of hypoxic cells within leukemic bone marrows and was not associated with hematologic toxicities in nonleukemic or leukemic mice. Later initiation of TH-302 treatment in advanced AML disease was as effective as earlier TH-302 treatment in xenograft models. CONCLUSIONS Our results establish the preclinical activity of TH-302 in AML and provide the rationale for further clinical studies of this and other hypoxia-activated agents for leukemia therapy.
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Affiliation(s)
- Scott Portwood
- Authors' Affiliations: Departments of Medicine, Immunology, Roswell Park Cancer Institute, Buffalo, New York; and Threshold Pharmaceuticals Inc, South San Francisco, California
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Abstract
The bone marrow (BM) microenvironment regulates survival and maintenance of normal hematopoietic stem cells. Within the endosteal niche, hypoxia has an essential role in maintenance of the primitive quiescent hematopoietic stem cell. We and others have demonstrated that in the context of hematologic malignancies the BM is highly hypoxic, and that progression of the disease is associated with expansion of hypoxic niches and stabilization of the oncogenic HIF-1α. This review will provide an overview of the normal and leukemic BM microenvironment with a special emphasis on pathological hypoxia including the development of hypoxia-activated prodrugs and their applicability in hematological malignancies.
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Affiliation(s)
- Juliana Benito
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston TX 77030, USA
| | - Zhihong Zeng
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston TX 77030, USA
| | - Marina Konopleva
- Division of Cancer Medicine - Unit 448, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston TX 77030, USA
| | - William R Wilson
- Auckland Cancer Society Research Centre, University of Auckland, Private Bag 92019, Auckland, New Zealand
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Sarkar S, Germeraad WTV, Rouschop KMA, Steeghs EMP, van Gelder M, Bos GMJ, Wieten L. Hypoxia induced impairment of NK cell cytotoxicity against multiple myeloma can be overcome by IL-2 activation of the NK cells. PLoS One 2013; 8:e64835. [PMID: 23724099 PMCID: PMC3665801 DOI: 10.1371/journal.pone.0064835] [Citation(s) in RCA: 120] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2012] [Accepted: 04/19/2013] [Indexed: 12/15/2022] Open
Abstract
Background Multiple Myeloma (MM) is an incurable plasma cell malignancy residing within the bone marrow (BM). We aim to develop allogeneic Natural Killer (NK) cell immunotherapy for MM. As the BM contains hypoxic regions and the tumor environment can be immunosuppressive, we hypothesized that hypoxia inhibits NK cell anti-MM responses. Methods NK cells were isolated from healthy donors by negative selection and NK cell function and phenotype were examined at oxygen levels representative of hypoxic BM using flowcytometry. Additionally, NK cells were activated with IL-2 to enhance NK cell cytotoxicity under hypoxia. Results Hypoxia reduced NK cell killing of MM cell lines in an oxygen dependent manner. Under hypoxia, NK cells maintained their ability to degranulate in response to target cells, though, the percentage of degranulating NK cells was slightly reduced. Adaptation of NK- or MM cells to hypoxia was not required, hence, the oxygen level during the killing process was critical. Hypoxia did not alter surface expression of NK cell ligands (HLA-ABC, -E, MICA/B and ULBP1-2) and receptors (KIR, NKG2A/C, DNAM-1, NCRs and 2B4). It did, however, decrease expression of the activating NKG2D receptor and of intracellular perforin and granzyme B. Pre-activation of NK cells by IL-2 abrogated the detrimental effects of hypoxia and increased NKG2D expression. This emphasized that activated NK cells can mediate anti-MM effects, even under hypoxic conditions. Conclusions Hypoxia abolishes the killing potential of NK cells against multiple myeloma, which can be restored by IL-2 activation. Our study shows that for the design of NK cell-based immunotherapy it is necessary to study biological interactions between NK- and tumor cells also under hypoxic conditions.
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Affiliation(s)
- Subhashis Sarkar
- Department of Internal Medicine, Division of Hematology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Wilfred T. V. Germeraad
- Department of Internal Medicine, Division of Hematology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Kasper M. A. Rouschop
- Department of Radiation Oncology (Maastro Lab), GROW School for Oncology and Developmental Biology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Elisabeth M. P. Steeghs
- Department of Internal Medicine, Division of Hematology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Michel van Gelder
- Department of Internal Medicine, Division of Hematology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Gerard M. J. Bos
- Department of Internal Medicine, Division of Hematology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Lotte Wieten
- Department of Transplantation Immunology, Maastricht University Medical Center+, Maastricht, The Netherlands
- * E-mail:
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Zou J, Li P, Lu F, Liu N, Dai J, Ye J, Qu X, Sun X, Ma D, Park J, Ji C. Notch1 is required for hypoxia-induced proliferation, invasion and chemoresistance of T-cell acute lymphoblastic leukemia cells. J Hematol Oncol 2013; 6:3. [PMID: 23289374 PMCID: PMC3544631 DOI: 10.1186/1756-8722-6-3] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2012] [Accepted: 12/31/2012] [Indexed: 12/23/2022] Open
Abstract
Background Notch1 is a potent regulator known to play an oncogenic role in many malignancies including T-cell acute lymphoblastic leukemia (T-ALL). Tumor hypoxia and increased hypoxia-inducible factor-1α (HIF-1α) activity can act as major stimuli for tumor aggressiveness and progression. Although hypoxia-mediated activation of the Notch1 pathway plays an important role in tumor cell survival and invasiveness, the interaction between HIF-1α and Notch1 has not yet been identified in T-ALL. This study was designed to investigate whether hypoxia activates Notch1 signalling through HIF-1α stabilization and to determine the contribution of hypoxia and HIF-1α to proliferation, invasion and chemoresistance in T-ALL. Methods T-ALL cell lines (Jurkat, Sup-T1) transfected with HIF-1α or Notch1 small interference RNA (siRNA) were incubated in normoxic or hypoxic conditions. Their potential for proliferation and invasion was measured by WST-8 and transwell assays. Flow cytometry was used to detect apoptosis and assess cell cycle regulation. Expression and regulation of components of the HIF-1α and Notch1 pathways and of genes related to proliferation, invasion and apoptosis were assessed by quantitative real-time PCR or Western blot. Results Hypoxia potentiated Notch1 signalling via stabilization and activation of the transcription factor HIF-1α. Hypoxia/HIF-1α-activated Notch1 signalling altered expression of cell cycle regulatory proteins and accelerated cell proliferation. Hypoxia-induced Notch1 activation increased the expression of matrix metalloproteinase-2 (MMP2) and MMP9, which increased invasiveness. Of greater clinical significance, knockdown of Notch1 prevented the protective effect of hypoxia/HIF-1α against dexamethasone-induced apoptosis. This sensitization correlated with losing the effect of hypoxia/HIF-1α on Bcl-2 and Bcl-xL expression. Conclusions Notch1 signalling is required for hypoxia/HIF-1α-induced proliferation, invasion and chemoresistance in T-ALL. Pharmacological inhibitors of HIF-1α or Notch1 signalling may be attractive interventions for T-ALL treatment.
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Affiliation(s)
- Jie Zou
- Department of Hematology, Qilu Hospital of Shandong University, Jinan, Shandong, 107 West Wenhua Road, Jinan, Shandong, 250012, People's Republic of China
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