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Pandey S, Singh R, Habib N, Tripathi RM, Kushwaha R, Mahdi AA. Regulation of Hypoxia Dependent Reprogramming of Cancer Metabolism: Role of HIF-1 and Its Potential Therapeutic Implications in Leukemia. Asian Pac J Cancer Prev 2024; 25:1121-1134. [PMID: 38679971 PMCID: PMC11162727 DOI: 10.31557/apjcp.2024.25.4.1121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 04/20/2024] [Indexed: 05/01/2024] Open
Abstract
Metabolic reprogramming occurs to meet cancer cells' high energy demand. Its function is essential to the survival of malignancies. Comparing cancer cells to non-malignant cells has revealed that cancer cells have altered metabolism. Several pathways, particularly mTOR, Akt, PI3K, and HIF-1 (hypoxia-inducible factor-1) modulate the metabolism of cancer. Among other aspects of cancer biology, gene expression in metabolism, survival, invasion, proliferation, and angiogenesis of cells are controlled by HIF-1, a vital controller of cellular responsiveness to hypoxia. This article examines various cancer cell metabolisms, metabolic alterations that can take place in cancer cells, metabolic pathways, and molecular aspects of metabolic alteration in cancer cells placing special attention on the consequences of hypoxia-inducible factor and summarising some of their novel targets in the treatment of cancer including leukemia. A brief description of HIF-1α's role and target in a few common types of hematological malignancies (leukemia) is also elucidated in the present article.
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Affiliation(s)
- Sandeep Pandey
- Department of Biochemistry, King George’s Medical University, Lucknow, U.P., India.
| | - Ranjana Singh
- Department of Biochemistry, King George’s Medical University, Lucknow, U.P., India.
| | - Nimra Habib
- Department of Biochemistry, King George’s Medical University, Lucknow, U.P., India.
| | - Ramesh Mani Tripathi
- Department of Biochemistry, King George’s Medical University, Lucknow, U.P., India.
| | - Rashmi Kushwaha
- Department of Pathology, King George’s Medical University, Lucknow, U.P., India.
| | - Abbas Ali Mahdi
- Department of Biochemistry, King George’s Medical University, Lucknow, U.P., India.
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2
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Shao T, Li J, Su M, Yang C, Ma Y, Lv C, Wang W, Xie Y, Xu G, Shi C, Zhou X, Fan H, Li Y, Xu J. A machine learning model identifies M3-like subtype in AML based on PML/RARα targets. iScience 2024; 27:108947. [PMID: 38322990 PMCID: PMC10844831 DOI: 10.1016/j.isci.2024.108947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/25/2023] [Accepted: 01/15/2024] [Indexed: 02/08/2024] Open
Abstract
The typical genomic feature of acute myeloid leukemia (AML) M3 subtype is the fusion event of PML/RARα, and ATRA/ATO-based combination therapy is current standard treatment regimen for M3 subtype. Here, a machine-learning model based on expressions of PML/RARα targets was developed to identify M3 patients by analyzing 1228 AML patients. Our model exhibited high accuracy. To enable more non-M3 AML patients to potentially benefit from ATRA/ATO therapy, M3-like patients were further identified. We found that M3-like patients had strong GMP features, including the expression patterns of M3 subtype marker genes, the proportion of myeloid progenitor cells, and deconvolution of AML constituent cell populations. M3-like patients exhibited distinct genomic features, low immune activity and better clinical survival. The initiative identification of patients similar to M3 subtype may help to identify more patients that would benefit from ATO/ATRA treatment and deepen our understanding of the molecular mechanism of AML pathogenesis.
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Affiliation(s)
- Tingting Shao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Jianing Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Minghai Su
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Changbo Yang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Yingying Ma
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Chongwen Lv
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Wei Wang
- The Second Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Yunjin Xie
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Gang Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Ce Shi
- Key Laboratory of Hepatosplenic Surgery of Ministry of Education, NHC Key Laboratory of Cell Transplantation, the First Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Xinying Zhou
- Key Laboratory of Hepatosplenic Surgery of Ministry of Education, NHC Key Laboratory of Cell Transplantation, the First Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Huitao Fan
- Key Laboratory of Hepatosplenic Surgery of Ministry of Education, NHC Key Laboratory of Cell Transplantation, the First Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
| | - Yongsheng Li
- School of Interdisciplinary Medicine and Engineering, Harbin Medical University, Harbin 150001, China
| | - Juan Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China
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3
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Jin W, Dai Y, Chen L, Zhu H, Dong F, Zhu H, Meng G, Li J, Chen S, Chen Z, Fang H, Wang K. Cellular hierarchy insights reveal leukemic stem-like cells and early death risk in acute promyelocytic leukemia. Nat Commun 2024; 15:1423. [PMID: 38365836 PMCID: PMC10873341 DOI: 10.1038/s41467-024-45737-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 02/02/2024] [Indexed: 02/18/2024] Open
Abstract
Acute promyelocytic leukemia (APL) represents a paradigm for targeted differentiation therapy, with a minority of patients experiencing treatment failure and even early death. We here report a comprehensive single-cell analysis of 16 APL patients, uncovering cellular compositions and their impact on all-trans retinoic acid (ATRA) response in vivo and early death. We unveil a cellular differentiation hierarchy within APL blasts, rooted in leukemic stem-like cells. The oncogenic PML/RARα fusion protein exerts branch-specific regulation in the APL trajectory, including stem-like cells. APL cohort analysis establishes an association of leukemic stemness with elevated white blood cell counts and FLT3-ITD mutations. Furthermore, we construct an APL-specific stemness score, which proves effective in assessing early death risk. Finally, we show that ATRA induces differentiation of primitive blasts and patients with early death exhibit distinct stemness-associated transcriptional programs. Our work provides a thorough survey of APL cellular hierarchies, offering insights into cellular dynamics during targeted therapy.
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Affiliation(s)
- Wen Jin
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
- Sino-French Research Center for Life Sciences and Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Yuting Dai
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Li Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Honghu Zhu
- Department of Hematology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Fangyi Dong
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Hongming Zhu
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Guoyu Meng
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Junmin Li
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Saijuan Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Zhu Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- Sino-French Research Center for Life Sciences and Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
| | - Hai Fang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
| | - Kankan Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
- Sino-French Research Center for Life Sciences and Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
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4
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Zhao Y, Xing C, Deng Y, Ye C, Peng H. HIF-1α signaling: Essential roles in tumorigenesis and implications in targeted therapies. Genes Dis 2024; 11:234-251. [PMID: 37588219 PMCID: PMC10425810 DOI: 10.1016/j.gendis.2023.02.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 11/24/2022] [Accepted: 02/12/2023] [Indexed: 08/18/2023] Open
Abstract
The hypoxic microenvironment is an essential characteristic of most malignant tumors. Notably, hypoxia-inducible factor-1 alpha (HIF-1α) is a key regulatory factor of cellular adaptation to hypoxia, and many critical pathways are correlated with the biological activity of organisms via HIF-1α. In the intra-tumoral hypoxic environment, HIF-1α is highly expressed and contributes to the malignant progression of tumors, which in turn results in a poor prognosis in patients. Recently, it has been indicated that HIF-1α involves in various critical processes of life events and tumor development via regulating the expression of HIF-1α target genes, such as cell proliferation and apoptosis, angiogenesis, glucose metabolism, immune response, therapeutic resistance, etc. Apart from solid tumors, accumulating evidence has revealed that HIF-1α is also closely associated with the development and progression of hematological malignancies, such as leukemia, lymphoma, and multiple myeloma. Targeted inhibition of HIF-1α can facilitate an increased sensitivity of patients with malignancies to relevant therapeutic agents. In the review, we elaborated on the basic structure and biological functions of HIF-1α and summarized their current role in various malignancies. It is expected that they will have future potential for targeted therapy.
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Affiliation(s)
- Yan Zhao
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Cheng Xing
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Yating Deng
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Can Ye
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
| | - Hongling Peng
- Department of Hematology, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
- Hunan Engineering Research Center of Cell Immunotherapy for Hematopoietic Malignancies, The Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, China
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5
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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] [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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6
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Chang J, Yan S, Geng Z, Wang Z. The interaction between Hsp90-mediated unfolded protein response and autophagy contributes to As 3+/ Se 4+ combination-induced apoptosis of acute promyelocytic leukemia cells. Toxicol Appl Pharmacol 2023; 467:116511. [PMID: 37031722 DOI: 10.1016/j.taap.2023.116511] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 04/02/2023] [Accepted: 04/04/2023] [Indexed: 04/11/2023]
Abstract
The interaction between the unfolded protein response (UPR) and autophagy plays either pro-survival or pro-apoptotic roles in the treatment of acute promyelocytic leukemia (APL). Our previous study has shown that the combination therapy of arsenite (As3+) and selenite (Se4+) induces apoptosis in APL NB4 cells, although the mechanisms are not clear. Here, we demonstrate that the interaction between heat shock protein 90 (Hsp90)-mediated UPR and autophagy is the core module for As3+/Se4+ combination-induced apoptosis. Hsp90 overexpression and knockdown assays indicate that Hsp90 inhibition by PERK modulates two branches of the UPR, leading to the activation of ATF4 and CHOP, causing the degradation of IRE1α and the dephosphorylation of eIF2α, thereby contributing to switching the cytoprotective UPR into an apoptotic pathway. Assays using pretreatment with inducers and inhibitors of endoplasmic reticulum stress (ERS) and autophagy reveal that autophagy is stimulated by ERS but suppressed by As3+/Se4+ combination via the mTOR signaling pathway. However, inhibition of autophagy decreases GRP78 expression and eIF2α phosphorylation, thereby further promoting ERS-induced apoptosis. Moreover, As3+/Se4+ combination blocks hepatic infiltration in an APL-NCG mouse model of extramedullary infiltration. Taken together, these findings provide novel agents and therapeutic approaches for APL.
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Affiliation(s)
- Jiayin Chang
- State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering, Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210023, PR China
| | - Shihai Yan
- State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering, Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210023, PR China
| | - Zhirong Geng
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210046, PR China..
| | - Zhilin Wang
- State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering, Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210023, PR China.
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7
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Magliulo D, Bernardi R. Hypoxic stress and hypoxia-inducible factors in leukemias. Front Oncol 2022; 12:973978. [PMID: 36059690 PMCID: PMC9435438 DOI: 10.3389/fonc.2022.973978] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 07/21/2022] [Indexed: 11/17/2022] Open
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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Affiliation(s)
| | - Rosa Bernardi
- Laboratory of Preclinical Models of Cancer, Division of Experimental Oncology, San Raffaele Scientific Institute, Milan, Italy
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8
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Śniegocka M, Liccardo F, Fazi F, Masciarelli S. Understanding ER homeostasis and the UPR to enhance treatment efficacy of acute myeloid leukemia. Drug Resist Updat 2022; 64:100853. [PMID: 35870226 DOI: 10.1016/j.drup.2022.100853] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Protein biogenesis, maturation and degradation are tightly regulated processes that are governed by a complex network of signaling pathways. The endoplasmic reticulum (ER) is responsible for biosynthesis and maturation of secretory proteins. Circumstances that alter cellular protein homeostasis, determine accumulation of misfolded and unfolded proteins in the ER, a condition defined as ER stress. In case of stress, the ER activates an adaptive response called unfolded protein response (UPR), a series of pathways of major relevance for cancer biology. The UPR plays a preeminent role in adaptation of tumor cells to the harsh conditions that they experience, due to high rates of proliferation, metabolic abnormalities and hostile environment scarce in oxygen and nutrients. Furthermore, the UPR is among the main adaptive cell stress responses contributing to the development of resistance to drugs and chemotherapy. Clinical management of Acute Myeloid Leukemia (AML) has improved significantly in the last decade, thanks to development of molecular targeted therapies. However, the emergence of treatment-resistant clones renders the rate of AML cure dismal. Moreover, different cell populations that constitute the bone marrow niche recently emerged as a main determinant leading to drug resistance. Herein we summarize the most relevant literature regarding the role played by the UPR in expansion of AML and ability to develop drug resistance and we discuss different possible modalities to overturn this adaptive response against leukemia. To this aim, we also describe the interconnection of the UPR with other cellular stress responses regulating protein homeostasis. Finally, we review the newest findings about the crosstalk between AML cells and cells of the bone marrow niche, under physiological conditions and in response to therapies, discussing in particular the importance of the niche in supporting survival of AML cells by favoring protein homeostasis.
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Affiliation(s)
- Martyna Śniegocka
- Department of Anatomical, Histological, Forensic & Orthopedic Sciences, Section of Histology & Medical Embryology, Sapienza University of Rome, Rome, Italy
| | - Francesca Liccardo
- Department of Anatomical, Histological, Forensic & Orthopedic Sciences, Section of Histology & Medical Embryology, Sapienza University of Rome, Rome, Italy
| | - Francesco Fazi
- Department of Anatomical, Histological, Forensic & Orthopedic Sciences, Section of Histology & Medical Embryology, Sapienza University of Rome, Rome, Italy.
| | - Silvia Masciarelli
- Department of Anatomical, Histological, Forensic & Orthopedic Sciences, Section of Histology & Medical Embryology, Sapienza University of Rome, Rome, Italy.
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9
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Meriç N, Kocabaş F. The Historical Relationship Between Meis1 and Leukemia. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1387:127-144. [DOI: 10.1007/5584_2021_705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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10
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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: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [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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11
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Sendker S, Waack K, Reinhardt D. Far from Health: The Bone Marrow Microenvironment in AML, A Leukemia Supportive Shelter. CHILDREN (BASEL, SWITZERLAND) 2021; 8:371. [PMID: 34066861 PMCID: PMC8150304 DOI: 10.3390/children8050371] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Revised: 04/30/2021] [Accepted: 05/03/2021] [Indexed: 12/28/2022]
Abstract
Acute myeloid leukemia (AML) is the second most common leukemia among children. Although significant progress in AML therapy has been achieved, treatment failure is still associated with poor prognosis, emphasizing the need for novel, innovative therapeutic approaches. To address this major obstacle, extensive knowledge about leukemogenesis and the complex interplay between leukemic cells and their microenvironment is required. The tremendous role of this bone marrow microenvironment in providing a supportive and protective shelter for leukemic cells, leading to disease development, progression, and relapse, has been emphasized by recent research. It has been revealed that the interplay between leukemic cells and surrounding cellular as well as non-cellular components is critical in the process of leukemogenesis. In this review, we provide a comprehensive overview of recently gained knowledge about the importance of the microenvironment in AML whilst focusing on promising future therapeutic targets. In this context, we describe ongoing clinical trials and future challenges for the development of targeted therapies for AML.
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Affiliation(s)
| | | | - Dirk Reinhardt
- Department of Pediatric Hematology and Oncology, Clinic of Pediatrics III, Essen University Hospital, 45147 Essen, Germany; (S.S.); (K.W.)
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12
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Tan Y, Wang X, Song H, Zhang Y, Zhang R, Li S, Jin W, Chen S, Fang H, Chen Z, Wang K. A PML/RARα direct target atlas redefines transcriptional deregulation in acute promyelocytic leukemia. Blood 2021; 137:1503-1516. [PMID: 32854112 PMCID: PMC7976511 DOI: 10.1182/blood.2020005698] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 08/20/2020] [Indexed: 12/12/2022] Open
Abstract
Transcriptional deregulation initiated by oncogenic fusion proteins plays a vital role in leukemia. The prevailing view is that the oncogenic fusion protein promyelocytic leukemia/retinoic acid receptor-α (PML/RARα), generated by the chromosome translocation t(15;17), functions as a transcriptional repressor in acute promyelocytic leukemia (APL). Here, we provide rich evidence of how PML/RARα drives oncogenesis through both repressive and activating functions, particularly the importance of the newly identified activation role for the leukemogenesis of APL. The activating function of PML/RARα is achieved by recruiting both abundant P300 and HDAC1 and by the formation of super-enhancers. All-trans retinoic acid and arsenic trioxide, 2 widely used drugs in APL therapy, exert synergistic effects on controlling super-enhancer-associated PML/RARα-regulated targets in APL cells. We use a series of in vitro and in vivo experiments to demonstrate that PML/RARα-activated target gene GFI1 is necessary for the maintenance of APL cells and that PML/RARα, likely oligomerized, transactivates GFI1 through chromatin conformation at the super-enhancer region. Finally, we profile GFI1 targets and reveal the interplay between GFI1 and PML/RARα on chromatin in coregulating target genes. Our study provides genomic insight into the dual role of fusion transcription factors in transcriptional deregulation to drive leukemia development, highlighting the importance of globally dissecting regulatory circuits.
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Affiliation(s)
- Yun Tan
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaoling Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China; and
| | - Huan Song
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yi Zhang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rongsheng Zhang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China; and
| | - Shufen Li
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wen Jin
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Saijuan Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hai Fang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhu Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Sino-French Research Center for Life Sciences and Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kankan Wang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China; and
- Sino-French Research Center for Life Sciences and Genomics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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13
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Mpakou V, Spathis A, Bouchla A, Tsakiraki Z, Kontsioti F, Papageorgiou S, Bazani E, Gkontopoulos K, Thomopoulos T, Glezou I, Galanopoulos A, Symeonidis A, Diamantopoulos PT, Viniou NA, Kontandreopoulou CN, Zafeiropoulou K, Kotsianidis I, Lamprianidou E, Foukas P, Mpamias A, Pappa V. Upregulated hypoxia inducible factor 1α signaling pathway in high risk myelodysplastic syndrome and acute myeloid leukemia patients is associated with better response to 5-azacytidine-data from the Hellenic myelodysplastic syndrome study group. Hematol Oncol 2021; 39:231-242. [PMID: 33332639 DOI: 10.1002/hon.2834] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 10/09/2020] [Accepted: 12/15/2020] [Indexed: 11/07/2022]
Abstract
5-azacytidine (5-AZA) is considered the standard of care for patients with high-risk myelodysplastic syndromes (MDS) and patients with acute myeloid leukemia (AML) not candidate for intensive chemotherapy. However, even after an initial favorable response, almost all patients relapse, with the exact mechanisms underlying primary or secondary 5-AZA resistance remaining largely unknown. Several reports have previously demonstrated the significance of hypoxia in the regulation of both physiological and malignant hematopoiesis. In MDS, high hypoxia inducible factor 1α (Hif-1α) expression has been correlated with poor overall survival and disease progression, while its involvement in the disease's pathogenesis was recently reported. We herein investigated the possible association of the Hif-1α signaling pathway with response to 5-AZA therapy in MDS/AML patients. Our data demonstrated that 5-AZA-responders present with higher Hif-1α mRNA and protein expression compared to 5-AZA-non-responders/stable disease patients, before the initiation of therapy, while, interestingly, no significant differences in Hif-1α mRNA expression at the 6-month follow-up were observed. Moreover, we found that 5-AZA-responders exhibited elevated mRNA levels of the Hif-1α downstream targets lactate dehydrogenase a (LDHa) and BCL2 interacting protein 3 like (BNIP3L), a further indication of an overactivated Hif-1a signaling pathway in these patients. Kaplan-Meier survival analysis revealed a significant correlation between high Hif-1α mRNA expression and better survival rates, while logistic regression analysis showed that Hif-1α mRNA expression is an independent predictor of response to 5-AZA therapy. From the clinical point of view, apart from proposing Hif-1α mRNA expression as a significant predictive factor for response to 5-AZA, our data offer new perspectives on MDS combinational therapies, suggesting a potential synergistic activity of 5-AZA and Hif-1α inducers, such as propyl hydroxylases inhibitors (PHDi).
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Affiliation(s)
- Vassiliki Mpakou
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Aris Spathis
- Second Department of Pathology, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Anthi Bouchla
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Zoi Tsakiraki
- Second Department of Pathology, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Frieda Kontsioti
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Sotirios Papageorgiou
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Efthymia Bazani
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Konstantinos Gkontopoulos
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Thomas Thomopoulos
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Irene Glezou
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Athanasios Galanopoulos
- Department of Clinical Hematology, G. Gennimatas District General Hospital, Athens, Greece.,The Hellenic MDS Study Group, Hellenic Society of Haematology, Athens, Greece
| | - Argiris Symeonidis
- The Hellenic MDS Study Group, Hellenic Society of Haematology, Athens, Greece.,Hematology Division, Dept of Int. Medicine, University of Patras Medical School, Patras, Greece
| | - Panagiotis T Diamantopoulos
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Nora-Athina Viniou
- The Hellenic MDS Study Group, Hellenic Society of Haematology, Athens, Greece.,First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Christina-Nefeli Kontandreopoulou
- First Department of Internal Medicine, Hematology Unit, National and Kapodistrian University of Athens, Laikon General Hospital, Athens, Greece
| | - Kalliopi Zafeiropoulou
- Hematology Division, Dept of Int. Medicine, University of Patras Medical School, Patras, Greece
| | - Ioannis Kotsianidis
- The Hellenic MDS Study Group, Hellenic Society of Haematology, Athens, Greece.,Department of Hematology, Democritus University of Thrace, Medical School, Alexandroupolis, Greece
| | - Eleftheria Lamprianidou
- Department of Hematology, Democritus University of Thrace, Medical School, Alexandroupolis, Greece
| | - Periklis Foukas
- Second Department of Pathology, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Aristoteles Mpamias
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Vasiliki Pappa
- Second Department of Internal Medicine and Research Institute, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece.,The Hellenic MDS Study Group, Hellenic Society of Haematology, Athens, Greece
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Soares-Lima SC, Pombo-de-Oliveira MS, Carneiro FRG. The multiple ways Wnt signaling contributes to acute leukemia pathogenesis. J Leukoc Biol 2020; 108:1081-1099. [PMID: 32573851 DOI: 10.1002/jlb.2mr0420-707r] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 04/20/2020] [Accepted: 05/28/2020] [Indexed: 01/19/2023] Open
Abstract
WNT proteins constitute a very conserved family of secreted glycoproteins that act as short-range ligands for signaling with critical roles in hematopoiesis, embryonic development, and tissue homeostasis. These proteins transduce signals via the canonical pathway, which is β-catenin-mediated and better-characterized, or via more diverse noncanonical pathways that are β-catenin independent and comprise the planar cell polarity (PCP) pathway and the WNT/Ca++ pathways. Several proteins regulate Wnt signaling through a variety of sophisticated mechanisms. Disorders within the pathway can contribute to various human diseases, and the dysregulation of Wnt pathways by different molecular mechanisms is implicated in the pathogenesis of many types of cancer, including the hematological malignancies. The types of leukemia differ considerably and can be subdivided into chronic, myeloid or lymphocytic, and acute, myeloid or lymphocytic, leukemia, according to the differentiation stage of the predominant cells, the progenitor lineage, the diagnostic age strata, and the specific molecular drivers behind their development. Here, we review the role of Wnt signaling in normal hematopoiesis and discuss in detail the multiple ways canonical Wnt signaling can be dysregulated in acute leukemia, including alterations in gene expression and protein levels, epigenetic regulation, and mutations. Furthermore, we highlight the different impacts of these alterations, considering the distinct forms of the disease, and the therapeutic potential of targeting Wnt signaling.
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Affiliation(s)
- Sheila C Soares-Lima
- Epigenetics Group, Molecular Carcinogenesis Program, Brazilian National Cancer Institute, Rio de Janeiro, Brazil
| | - Maria S Pombo-de-Oliveira
- Pediatric Hematology-Oncology Program Research Center, National Cancer Institute, Rio de Janeiro, Brazil
| | - Flávia R G Carneiro
- FIOCRUZ, Center of Technological Development in Health (CDTS), Rio de Janeiro, Brazil.,FIOCRUZ, Laboratório Interdisciplinar de Pesquisas Médicas-Instituto Oswaldo Cruz, Rio de Janeiro, Brazil
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15
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Albadari N, Deng S, Li W. The transcriptional factors HIF-1 and HIF-2 and their novel inhibitors in cancer therapy. Expert Opin Drug Discov 2019; 14:667-682. [PMID: 31070059 DOI: 10.1080/17460441.2019.1613370] [Citation(s) in RCA: 200] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Introduction: Hypoxia is one of the intrinsic features of solid tumors, and it is always associated with aggressive phenotypes, including resistance to radiation and chemotherapy, metastasis, and poor patient prognosis. Hypoxia manifests these unfavorable effects through activation of a family of transcription factors, Hypoxia-inducible factors (HIFs) play a pivotal role in the adaptation of tumor cells to hypoxic and nutrient-deprived conditions by upregulating the transcription of several pro-oncogenic genes. Several advanced human cancers share HIFs activation as a final common pathway. Areas covered: This review highlights the role and regulation of the HIF-1/2 in cancers and alludes on the biological complexity and redundancy of HIF-1/2 regulation. Moreover, this review summarizes recent insights into the therapeutic approaches targeting the HIF-1/2 pathway. Expert opinion: More studies are needed to unravel the extensive complexity of HIFs regulation and to develop more precise anticancer treatments. Inclusion of HIF-1/2 inhibitors to the current chemotherapy regimens has been proven advantageous in numerous reported preclinical studies. The combination therapy ideally should be personalized based on the type of mutations involved in the specific cancers, and it might be better to include two drugs that inhibit HIF-1/2 activity by synergistic molecular mechanisms.
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Affiliation(s)
- Najah Albadari
- a Department of Pharmaceutical Sciences, College of Pharmacy , University of Tennessee Health Science Center , Memphis , TN , USA
| | - Shanshan Deng
- a Department of Pharmaceutical Sciences, College of Pharmacy , University of Tennessee Health Science Center , Memphis , TN , USA
| | - Wei Li
- a Department of Pharmaceutical Sciences, College of Pharmacy , University of Tennessee Health Science Center , Memphis , TN , USA
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16
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Jabari M, Allahbakhshian Farsani M, Salari S, Hamidpour M, Amiri V, Mohammadi MH. Hypoxia-Inducible Factor1-Α (HIF1α) and Vascular Endothelial Growth Factor-A (VEGF-A) Expression in De Novo AML Patients. Asian Pac J Cancer Prev 2019; 20:705-710. [PMID: 30909668 PMCID: PMC6825791 DOI: 10.31557/apjcp.2019.20.3.705] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Background: Bone marrow hypoxia can promote leukemia progression in human cases of acute myeloid leukemia (AML). In addition, low oxygen tension is able to regulate the expression of different genes involved in malignancy. In this study, we hypoxia-inducible factor-1α (HIF-1α) and vascular endothelial growth factor (VEGF-A) genes were assessed as principal regulators of hypoxia in do novo AML patients. Methods: Peripheral blood and bone marrow samples were collected from 57 AML patients and 17 normal control subjects with informed consent. Expression of HIF1α and VEGF-A was then evaluated using quantitative real-time PCR (Q-Real time PCR) and data were analyzed with SPSS 16. Result: HIF1α and VEGF-A showed overexpression in AML patients compared to normal controls (P <0.0001 and P<0.005, respectively). The expression level of HIF1α was significantly higher in AML-M3 cases versus AML-non M3 cases. Furthermore, there was a positive correlation between HIF1α and VEGF-A (P <0.0001 and r = 0.497). Conclusion: Adding to the many studies on the role of hypoxia in solid tumors, our data indicate that HIF1a and VEGF-A overexpression also occurs in AML patients. We consider that this is possibly involved in leukemic cell growth and therefore could be a promising target for clinical control.
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Affiliation(s)
- Mohammad Jabari
- HSCT Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mehdi Allahbakhshian Farsani
- HSCT Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran. ,Laboratory Hematology and Blood Banking Department, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sina Salari
- Laboratory Hematology and Blood Banking Department, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohsen Hamidpour
- HSCT Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Vahid Amiri
- HSCT Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mohammad Hossein Mohammadi
- HSCT Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran. ,Laboratory Hematology and Blood Banking Department, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Tissue "Hypoxia" and the Maintenance of Leukemia Stem Cells. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1143:129-145. [PMID: 31338818 DOI: 10.1007/978-981-13-7342-8_6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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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18
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Shapira S, Raanani P, Samara A, Nagler A, Lubin I, Arber N, Granot G. Deferasirox selectively induces cell death in the clinically relevant population of leukemic CD34 +CD38 - cells through iron chelation, induction of ROS, and inhibition of HIF1α expression. Exp Hematol 2018; 70:55-69.e4. [PMID: 30414989 DOI: 10.1016/j.exphem.2018.10.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 10/21/2018] [Accepted: 10/30/2018] [Indexed: 10/27/2022]
Abstract
Despite a high remission rate after therapy, only 40-50% of acute myeloid leukemia (AML) patients survive 5 years after diagnosis. The main cause of treatment failure is thought to be insufficient eradication of CD34+CD38- AML cells. In order to induce preferential cell death in CD34+CD38- AML cells, two separate events may be necessary: (1) inhibition of survival signals such as nuclear factor kappa-beta (NF-κB) and (2) induction of stress responses such as the oxidative stress response. Therefore, regimens that mediate both effects may be favorable. Deferasirox is a rationally designed oral iron chelator mainly used to reduce chronic iron overload in patients who receive long-term blood transfusions. Our study revealed that clinically relevant concentrations of deferasirox are cytotoxic in vitro to AML progenitor cells, but even more potent against the more primitive CD34+CD38- cell population. In addition, we found that deferasirox exerts its effect, at least in part, by inhibiting the NF-κB/hypoxia-induced factor 1-alpha (HIF1α) pathway and by elevating reactive oxygen species levels. We believe that, pending further characterization, deferasirox can be considered as a potential therapeutic agent for eradicating CD34+CD38- AML cells.
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Affiliation(s)
- Saar Shapira
- Felsenstein Medical Research Center, Beilinson Hospital, Rabin Medical Center, Petah-Tikva, Israel; Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Pia Raanani
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel; Institute of Hematology, Davidoff Cancer Center, Beilinson Hospital, Rabin Medical Center, Petah-Tikva, Israel
| | - Aladin Samara
- Felsenstein Medical Research Center, Beilinson Hospital, Rabin Medical Center, Petah-Tikva, Israel; Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Arnon Nagler
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel; Department of Hematology and Bone Marrow Transplantation, Chaim Sheba Medical Center, Tel-Hashomer, Ramat-Gan, Israel
| | - Ido Lubin
- Felsenstein Medical Research Center, Beilinson Hospital, Rabin Medical Center, Petah-Tikva, Israel; Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Nadir Arber
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel; Integrated Cancer Prevention Center and Department of Gastroenterology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Galit Granot
- Felsenstein Medical Research Center, Beilinson Hospital, Rabin Medical Center, Petah-Tikva, Israel.
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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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20
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Huang X, Trinh T, Aljoufi A, Broxmeyer HE. Hypoxia Signaling Pathway in Stem Cell Regulation: Good and Evil. CURRENT STEM CELL REPORTS 2018; 4:149-157. [PMID: 31275803 DOI: 10.1007/s40778-018-0127-7] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Purpose of Review This review summarizes the role of hypoxia and hypoxia-inducible factors (HIFs) in the regulation of stem cell biology, specifically focusing on maintenance, differentiation, and stress responses in the context of several stem cell systems. Stem cells for different lineages/tissues reside in distinct niches, and are exposed to diverse oxygen concentrations. Recent studies have revealed the importance of the hypoxia signaling pathway for stem cell functions. Recent Findings Hypoxia and HIFs contribute to maintenance of embryonic stem cells, generation of induced pluripotent stem cells, functionality of hematopoietic stem cells, and survival of leukemia stem cells. Harvest and collection of mouse bone marrow and human cord blood cells in ambient air results in fewer hematopoietic stem cells recovered due to the phenomenon of Extra PHysiologic Oxygen Shock/Stress (EPHOSS). Summary Oxygen is an important factor in the stem cell microenvironment. Hypoxia signaling and HIFs play important roles in modeling cellular metabolism in both stem cells and niches to regulate stem cell biology, and represent an additional dimension that allows stem cells to maintain an undifferentiated status and multilineage differentiation potential.
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Affiliation(s)
- Xinxin Huang
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Thao Trinh
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Arafat Aljoufi
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Hal E Broxmeyer
- Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
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21
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Irigoyen M, García-Ruiz JC, Berra E. The hypoxia signalling pathway in haematological malignancies. Oncotarget 2018; 8:36832-36844. [PMID: 28415662 PMCID: PMC5482702 DOI: 10.18632/oncotarget.15981] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 02/27/2017] [Indexed: 12/25/2022] Open
Abstract
Haematological malignancies are tumours that affect the haematopoietic and the lymphatic systems. Despite the huge efforts to eradicate these tumours, the percentage of patients suffering resistance to therapies and relapse still remains significant. The tumour environment favours drug resistance of cancer cells, and particularly of cancer stem/initiating cells. Hypoxia promotes aggressiveness, metastatic spread and relapse in most of the solid tumours. Furthermore, hypoxia is associated with worse prognosis and resistance to conventional treatments through activation of the hypoxia-inducible factors. Haematological malignancies are not considered solid tumours, and therefore, the role of hypoxia in these diseases was initially presumed to be inconsequential. However, hypoxia is a hallmark of the haematopoietic niche. Here, we will review the current understanding of the role of both hypoxia and hypoxia-inducible factors in different haematological tumours.
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Affiliation(s)
- Marta Irigoyen
- Centro de Investigación Cooperativa en Biociencias CIC bioGUNE, Derio, Spain
| | - Juan Carlos García-Ruiz
- Servicio de Hematología y Hemoterapia, BioCruces Health Research Institute, Hospital Universitario Cruces, Spain
| | - Edurne Berra
- Centro de Investigación Cooperativa en Biociencias CIC bioGUNE, Derio, Spain
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22
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Migliavacca J, Percio S, Valsecchi R, Ferrero E, Spinelli A, Ponzoni M, Tresoldi C, Pattini L, Bernardi R, Coltella N. Hypoxia inducible factor-1α regulates a pro-invasive phenotype in acute monocytic leukemia. Oncotarget 2018; 7:53540-53557. [PMID: 27447550 PMCID: PMC5288204 DOI: 10.18632/oncotarget.10660] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 07/07/2016] [Indexed: 02/02/2023] Open
Abstract
Hypoxia inducible transcription factors (HIFs) are the main regulators of adaptive responses to hypoxia and are often activated in solid tumors, but their role in leukemia is less clear. In acute myeloid leukemia (AML), in particular, controversial new findings indicate that HIF-1α can act either as an oncogene or a tumor suppressor gene, and this may depend on the stage of leukemia development and/or the AML sub-type. In this study, we find that HIF-1α promotes leukemia progression in the acute monocytic leukemia sub-type of AML through activation of an invasive phenotype. By applying a list of validated HIF-1α-target genes to different AML sub-types, we identified a HIF-1α signature that typifies acute monocytic leukemia when compared with all other AML sub-types. We validated expression of this signature in cell lines and primary cells from AML patients. Interestingly, this signature is enriched for genes that control cell motility at different levels. As a consequence, inhibiting HIF-1α impaired leukemia cell migration, chemotaxis, invasion and transendothelial migration in vitro, and this resulted in impaired bone marrow homing and leukemia progression in vivo. Our data suggest that in acute monocytic leukemia an active HIF-1α-dependent pro-invasive pathway mediates the ability of leukemic cells to migrate and invade extramedullary sites and may be targeted to reduce leukemia dissemination.
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Affiliation(s)
- Jessica Migliavacca
- Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University School of Medicine, Milan, Italy
| | - Stefano Percio
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Roberta Valsecchi
- Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Elisabetta Ferrero
- Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Antonello Spinelli
- Experimental Imaging Center, Preclinical Imaging Facility, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maurilio Ponzoni
- Vita-Salute San Raffaele University School of Medicine, Milan, Italy.,Pathology Unit, IRCCS, San Raffaele Scientific Institute, Milan, Italy
| | - Cristina Tresoldi
- Unit of Hematology and Bone Marrow Transplantation, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Linda Pattini
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Rosa Bernardi
- Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Nadia Coltella
- Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
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23
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Fabiani E, Falconi G, Noguera NI, Saulle E, Cicconi L, Divona M, Banella C, Picardi A, Cerio AM, Boe L, Sanchez M, Pelosi E, Testa U, Lo-Coco F, Voso MT. The forkhead box C1 (FOXC1) transcription factor is downregulated in acute promyelocytic leukemia. Oncotarget 2017; 8:84074-84085. [PMID: 29137406 PMCID: PMC5663578 DOI: 10.18632/oncotarget.21101] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 08/31/2017] [Indexed: 01/01/2023] Open
Abstract
Forkhead box (FOX) genes encode transcription factors, which regulate embryogenesis and play an important role in hematopoietic differentiation and in mesenchymal niche maintenance. Overexpression of the family member FOXC1 has been reported in solid tumors and acute myeloid leukemia (AML). We studied FOXC1 expression and function in acute promyelocytic leukemia (APL) and normal hematopoietic progenitors. FOXC1 mRNA and protein levels were significantly lower in primary marrow samples from 27 APL patients, as compared to samples obtained from 27 patients with other AML subtypes, and 5 normal CD34+ hematopoietic cells. FOXC1 expression significantly increased in APL samples at the time of remission following consolidation treatment. In cell lines overexpressing PML-RARA, and in the NB4 t(15;17)-positive cell line, FOXC1 expression was lower than in other non-APL cell lines, and increased following treatment with all-trans retinoic acid (ATRA), due to functional binding of ATRA to the FOXC1 promoter region. Reduced FOXC1 expression was also associated to DNA hypermethylation of the +354 to +568 FOXC1 region, both in primary APL, and in NB4 cells. Treatment of NB4 cells with decitabine demethylated FOXC1 and upregulated its expression. Our findings indicate that FOXC1 is consistently repressed in APL due to hypermethylation and the presence of the PML-RARA rearrangement. A potential role of hypomethylating treatment in advanced APL remains to be established.
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Affiliation(s)
- Emiliano Fabiani
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Giulia Falconi
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Nélida Inés Noguera
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy.,Fondazione Santa Lucia, Laboratorio di Neuro-Oncoematologia, Rome, Italy
| | - Ernestina Saulle
- Istituto Superiore di Sanità, Centro Nazionale per la Ricerca e la Valutazione Preclinica e Clinica dei Farmaci, Rome, Italy
| | - Laura Cicconi
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Mariadomenica Divona
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Cristina Banella
- Fondazione Santa Lucia, Laboratorio di Neuro-Oncoematologia, Rome, Italy
| | - Alessandra Picardi
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Anna Maria Cerio
- Istituto Superiore di Sanità, Dipartimento di Ematologia ed Oncologia, Rome, Italy
| | - Letizia Boe
- Istituto Superiore di Sanità, Grandi Strumentazioni e Core Facilities, Rome, Italy
| | - Massimo Sanchez
- Istituto Superiore di Sanità, Grandi Strumentazioni e Core Facilities, Rome, Italy
| | - Elvira Pelosi
- Istituto Superiore di Sanità, Dipartimento di Ematologia ed Oncologia, Rome, Italy
| | - Ugo Testa
- Istituto Superiore di Sanità, Dipartimento di Ematologia ed Oncologia, Rome, Italy
| | - Francesco Lo-Coco
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy.,Fondazione Santa Lucia, Laboratorio di Neuro-Oncoematologia, Rome, Italy
| | - Maria Teresa Voso
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
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24
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Li Y, Wang H, Wang XJ, Tang X. The short isoform of
PML
‐
RAR
α activates the
NRF
2/
HO
‐1 pathway through a direct interaction with
NRF
2. FEBS Lett 2017; 591:2859-2868. [DOI: 10.1002/1873-3468.12779] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Revised: 07/27/2017] [Accepted: 07/30/2017] [Indexed: 01/05/2023]
Affiliation(s)
- Yulong Li
- Department of Biochemistry Zhejiang University School of Medicine Hangzhou China
| | - Hongyan Wang
- Department of Biochemistry Zhejiang University School of Medicine Hangzhou China
- Department of Pharmacology Zhejiang University School of Medicine Hangzhou China
| | - Xiu Jun Wang
- Department of Pharmacology Zhejiang University School of Medicine Hangzhou China
| | - Xiuwen Tang
- Department of Biochemistry Zhejiang University School of Medicine Hangzhou China
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25
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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] [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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26
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Saulle E, Petronelli A, Pelosi E, Coppotelli E, Pasquini L, Ilari R, Lo-Coco F, Testa U. PML-RAR alpha induces the downmodulation of HHEX: a key event responsible for the induction of an angiogenetic response. J Hematol Oncol 2016; 9:33. [PMID: 27052408 PMCID: PMC4823896 DOI: 10.1186/s13045-016-0262-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 03/30/2016] [Indexed: 12/14/2022] Open
Abstract
Background Recent studies indicate that angiogenesis is important in the pathogenesis of acute myeloid leukemias (AMLs). Among the various AMLs, the bone marrow angiogenetic response is particularly pronounced in acute promyelocytic leukemia (APL). However, the molecular mechanisms responsible for this angiogenetic response are largely unknown. In the present study, we have explored the role of HHEX, a homeodomain transcription factor, as a possible mediator of the pro-angiogenetic response observed in APL. This transcription factor seems to represent an ideal candidate for this biologic function because it is targeted by PML-RARα, is capable of interaction with PML and PML-RARα, and acts as a regulator of the angiogenetic response. Methods We used various cellular systems of APL, including primary APL cells and leukemic cells engineered to express PML-RARα, to explore the role of the PML-RARα fusion protein on HHEX expression. Molecular and biochemical techniques have been used to investigate the mechanisms through which PML-RARα downmodulates HHEX and the functional consequences of this downmodulation at the level of the expression of various angiogenetic genes, cell proliferation and differentiation. Results Our results show that HHEX expression is clearly downmodulated in APL and that this effect is directly mediated by a repressive targeting of the HHEX gene promoter by PML-RARα. Studies carried out in primary APL cells and in a cell line model of APL with inducible PML-RARα expression directly support the view that this fusion protein through HHEX downmodulation stimulates the expression of various genes involved in angiogenesis and inhibits cell differentiation. Conclusions Our data suggest that HHEX downmodulation by PML-RARα is a key event during APL pathogenesis. Electronic supplementary material The online version of this article (doi:10.1186/s13045-016-0262-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ernestina Saulle
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Alessia Petronelli
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Elvira Pelosi
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Elena Coppotelli
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Luca Pasquini
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Ramona Ilari
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Francesco Lo-Coco
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata" and Fondazione Santa Lucia, Rome, Italy
| | - Ugo Testa
- Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy.
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27
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Deynoux M, Sunter N, Hérault O, Mazurier F. Hypoxia and Hypoxia-Inducible Factors in Leukemias. Front Oncol 2016; 6:41. [PMID: 26955619 PMCID: PMC4767894 DOI: 10.3389/fonc.2016.00041] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 02/08/2016] [Indexed: 01/10/2023] Open
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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28
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HIF-1α regulates the interaction of chronic lymphocytic leukemia cells with the tumor microenvironment. Blood 2016; 127:1987-97. [PMID: 26825709 DOI: 10.1182/blood-2015-07-657056] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 01/07/2016] [Indexed: 12/19/2022] Open
Abstract
Hypoxia-inducible transcription factors (HIFs) regulate a wide array of adaptive responses to hypoxia and are often activated in solid tumors and hematologic malignancies due to intratumoral hypoxia and emerging new layers of regulation. We found that in chronic lymphocytic leukemia (CLL), HIF-1α is a novel regulator of the interaction of CLL cells with protective leukemia microenvironments and, in turn, is regulated by this interaction in a positive feedback loop that promotes leukemia survival and propagation. Through unbiased microarray analysis, we found that in CLL cells, HIF-1α regulates the expression of important chemokine receptors and cell adhesion molecules that control the interaction of leukemic cells with bone marrow and spleen microenvironments. Inactivation of HIF-1α impairs chemotaxis and cell adhesion to stroma, reduces bone marrow and spleen colonization in xenograft and allograft CLL mouse models, and prolongs survival in mice. Of interest, we found that in CLL cells, HIF-1α is transcriptionally regulated after coculture with stromal cells. Furthermore, HIF-1α messenger RNA levels vary significantly within CLL patients and correlate with the expression of HIF-1α target genes, including CXCR4, thus further emphasizing the relevance of HIF-1α expression to CLL pathogenesis.
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29
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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] [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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30
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Mi JQ, Chen SJ, Zhou GB, Yan XJ, Chen Z. Synergistic targeted therapy for acute promyelocytic leukaemia: a model of translational research in human cancer. J Intern Med 2015; 278:627-42. [PMID: 26058416 DOI: 10.1111/joim.12376] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Acute promyelocytic leukaemia (APL), the M3 subtype of acute myeloid leukaemia, was once a lethal disease, yet nowadays the majority of patients with APL can be successfully cured by molecularly targeted therapy. This dramatic improvement in the survival rate is an example of the advantage of modern medicine. APL is characterized by a balanced reciprocal chromosomal translocation fusing the promyelocytic leukaemia (PML) gene on chromosome 15 with the retinoic acid receptor α (RARα) gene on chromosome 17. It has been found that all-trans-retinoic acid (ATRA) or arsenic trioxide (ATO) alone exerts therapeutic effect on APL patients with the PML-RARα fusion gene, and the combination of both drugs can act synergistically to further enhance the cure rate of the patients. Here, we provide an insight into the pathogenesis of APL and the mechanisms underlying the respective roles of ATRA and ATO. In addition, treatments that lead to more effective differentiation and apoptosis of APL cells, including leukaemia-initiating cells, and more thorough eradication of the disease will be discussed. Moreover, as a model of translational research, the development of a cure for APL has followed a bidirectional approach of 'bench to bedside' and 'bedside to bench', which can serve as a valuable example for the diagnosis and treatment of other malignancies.
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Affiliation(s)
- J-Q Mi
- State Key Laboratory for Medical Genomics and Department of Hematology, Shanghai Institute of Hematology, Collaborative Innovation Center of Systems Biomedicine, Pôle Sino-Français des Sciences du Vivant et Genomique, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - S-J Chen
- State Key Laboratory for Medical Genomics and Department of Hematology, Shanghai Institute of Hematology, Collaborative Innovation Center of Systems Biomedicine, Pôle Sino-Français des Sciences du Vivant et Genomique, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - G-B Zhou
- State Key Laboratory of Biomembrane and Membrane Biotechnology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - X-J Yan
- Department of Hematology, the First Hospital of China Medical University, Shenyang, China
| | - Z Chen
- State Key Laboratory for Medical Genomics and Department of Hematology, Shanghai Institute of Hematology, Collaborative Innovation Center of Systems Biomedicine, Pôle Sino-Français des Sciences du Vivant et Genomique, Rui Jin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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31
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PML-RARa modulates the vascular signature of extracellular vesicles released by acute promyelocytic leukemia cells. Angiogenesis 2015; 19:25-38. [PMID: 26374632 DOI: 10.1007/s10456-015-9486-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 09/10/2015] [Indexed: 01/13/2023]
Abstract
Oncogenic transformation is believed to impact the vascular phenotype and microenvironment in cancer, at least in part, through mechanisms involving extracellular vesicles (EVs). We explored these questions in the context of acute promyelocytic leukemia cells (NB4) expressing oncogenic fusion protein, PML-RARa and exquisitely sensitive to its clinically used antagonist, the all-trans retinoic acid (ATRA). We report that NB4 cells produce considerable numbers of EVs, which are readily taken up by cultured endothelial cells triggering their increased survival. NB4 EVs contain PML-RARa transcript, but no detectable protein, which is also absent in endothelial cells upon the vesicle uptake, thereby precluding an active intercellular trafficking of this oncogene in this setting. ATRA treatment changes the emission profile of NB4-related EVs resulting in preponderance of smaller vesicles, an effect that occurs in parallel with the onset of cellular differentiation. ATRA also increases IL-8 mRNA and protein content in NB4 cells and their EVs, while decreasing the levels of VEGF and tissue factor (TF). Endothelial cell uptake of NB4-derived EVs renders these cells more TF-positive and procoagulant, and this effect is diminished by pre-treatment of EV donor cells with ATRA. Profiling angiogenesis-related transcripts in intact and ATRA-treated APL cells and their EVs reveals multiple differences attributable to cellular responses and EV molecular packaging. These observations point to the potential significance of changes in the angiogenic signature and activity associated with EVs released from tumor cells subjected to targeted therapy.
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32
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Kharabi Masouleh B, Chevet E, Panse J, Jost E, O'Dwyer M, Bruemmendorf TH, Samali A. Drugging the unfolded protein response in acute leukemias. J Hematol Oncol 2015; 8:87. [PMID: 26179601 PMCID: PMC4504168 DOI: 10.1186/s13045-015-0184-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 07/08/2015] [Indexed: 12/15/2022] Open
Abstract
The unfolded protein response (UPR), an endoplasmic reticulum (ER) stress-induced signaling cascade, is mediated by three major stress sensors IRE-1α, PERK, and ATF6α. Studies described the UPR as a critical network in selection, adaptation, and survival of cancer cells. While previous reviews focused mainly on solid cancer cells, in this review, we summarize the recent findings focusing on acute leukemias. We take into account the impact of the underlying genetic alterations of acute leukemia cells, the leukemia stem cell pool, and provide an outline on the current genetic, clinical, and therapeutic findings. Furthermore, we shed light on the important oncogene-specific regulation of individual UPR signaling branches and the therapeutic relevance of this information to answer the question if the UPR could be an attractive novel target in acute leukemias.
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Affiliation(s)
- Behzad Kharabi Masouleh
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Medical Faculty, RWTH Aachen University, Aachen, Germany.
| | - Eric Chevet
- Université Rennes 1 - ER_440 "Oncogenesis, Stress & Signaling", Centre de Lutte Contre le Cancer Eugène Marquis, Rennes, France
| | - Jens Panse
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Edgar Jost
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Michael O'Dwyer
- Apoptosis Research Centre (ARC), National University of Ireland, Galway, Ireland.,Department of Medicine, National University of Ireland, Galway, Ireland
| | - Tim H Bruemmendorf
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Afshin Samali
- Apoptosis Research Centre (ARC), National University of Ireland, Galway, Ireland.,Department of Biochemistry, National University of Ireland, Galway, Ireland
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33
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Inhibition of hypoxia inducible factors combined with all-trans retinoic acid treatment enhances glial transdifferentiation of neuroblastoma cells. Sci Rep 2015; 5:11158. [PMID: 26057707 PMCID: PMC4460899 DOI: 10.1038/srep11158] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2014] [Accepted: 05/15/2015] [Indexed: 12/21/2022] Open
Abstract
Neuroblastoma (NBL) is a heterogeneous tumor characterized by a wide range of clinical manifestations. A high tumor cell differentiation grade correlates to a favorable stage and positive outcome. Expression of the hypoxia inducible factors HIF1-α (HIF1A gene) and HIF2-α (EPAS1 gene) and/or hypoxia-regulated pathways has been shown to promote the undifferentiated phenotype of NBL cells. Our hypothesis is that HIF1A and EPAS1 expression represent one of the mechanisms responsible for the lack of responsiveness of NBL to differentiation therapy. Clinically, high levels of HIF1A and EPAS1 expression were associated with inferior survival in two NBL microarray datasets, and patient subgroups with lower expression of HIF1A and EPAS1 showed significant enrichment of pathways related to neuronal differentiation. In NBL cell lines, the combination of all-trans retinoic acid (ATRA) with HIF1A or EPAS1 silencing led to an acquired glial-cell phenotype and enhanced expression of glial-cell differentiation markers. Furthermore, HIF1A or EPAS1 silencing might promote cell senescence independent of ATRA treatment. Taken together, our data suggest that HIF inhibition coupled with ATRA treatment promotes differentiation into a more benign phenotype and cell senescence in vitro. These findings open the way for additional lines of attack in the treatment of NBL minimal residue disease.
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34
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Coltella N, Valsecchi R, Ponente M, Ponzoni M, Bernardi R. Synergistic Leukemia Eradication by Combined Treatment with Retinoic Acid and HIF Inhibition by EZN-2208 (PEG-SN38) in Preclinical Models of PML-RARα and PLZF-RARα-Driven Leukemia. Clin Cancer Res 2015; 21:3685-94. [PMID: 25931453 DOI: 10.1158/1078-0432.ccr-14-3022] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Accepted: 04/24/2015] [Indexed: 11/16/2022]
Abstract
PURPOSE Retinoic acid-arsenic trioxide (ATRA-ATO) combination therapy is the current standard of care for patients with acute promyelocytic leukemia (APL) carrying the oncogenic fusion protein PML-RARα. Despite the high cure rates obtained with this drug combination, resistance to arsenic is recently emerging. Moreover, patients with APL carrying the PLZF-RARα fusion protein are partially resistant to ATRA treatment. Hypoxia-inducible factor-1α (HIF-1α) activation has been recently reported in APL, and EZN-2208 (PEG-SN38) is a compound with HIF-1α inhibitory function currently tested in clinical trials. This study investigates the effect of EZN-2208 in different preclinical APL models, either alone or in combination with ATRA. EXPERIMENTAL DESIGN Efficacy of EZN-2208 in APL was measured in vitro by assessing expression of HIF-1α target genes, cell migration, clonogenicity, and differentiation, vis a vis the cytotoxic and cytostatic effects of this compound. In vivo, EZN-2208 was used in mouse models of APL driven by PML-RARα or PLZF-RARα, either alone or in combination with ATRA. RESULTS Treatment of APL cell lines with noncytotoxic doses of EZN-2208 causes dose-dependent downregulation of HIF-1α bona fide target genes and affects cell migration and clonogenicity in methylcellulose. In vivo, EZN-2208 impairs leukemia progression and prolongs mice survival in APL mouse models. More importantly, when used in combination with ATRA, EZN-2208 synergizes in debulking leukemia and eradicating leukemia-initiating cells. CONCLUSIONS Our preclinical data suggest that the combination ATRA-EZN-2208 may be tested to treat patients with APL who develop resistance to ATO or patients carrying the PLZF-RARα fusion protein.
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Affiliation(s)
- Nadia Coltella
- Laboratory of Pre-clinical Models of Cancer, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy. Leukemia Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
| | - Roberta Valsecchi
- Laboratory of Pre-clinical Models of Cancer, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy. Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Manfredi Ponente
- Laboratory of Pre-clinical Models of Cancer, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy. Vita-Salute San Raffaele University, Milan, Italy
| | - Maurilio Ponzoni
- Leukemia Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy. Vita-Salute San Raffaele University, Milan, Italy. Pathology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Rosa Bernardi
- Laboratory of Pre-clinical Models of Cancer, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy. Leukemia Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
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Hypoxia inducible factor (HIF)-2α accelerates disease progression in mouse models of leukemia and lymphoma but is not a poor prognosis factor in human AML. Leukemia 2015; 29:2075-85. [DOI: 10.1038/leu.2015.102] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2014] [Revised: 03/12/2015] [Accepted: 03/30/2015] [Indexed: 12/15/2022]
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Percio S, Coltella N, Grisanti S, Bernardi R, Pattini L. A HIF-1 network reveals characteristics of epithelial-mesenchymal transition in acute promyelocytic leukemia. Genome Med 2014; 6:84. [PMID: 25452766 PMCID: PMC4249615 DOI: 10.1186/s13073-014-0084-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Accepted: 10/14/2014] [Indexed: 12/18/2022] Open
Abstract
Background Acute promyelocytic leukemia (APL) is a sub-type of acute myeloid leukemia (AML) characterized by a block of myeloid differentiation at the promyelocytic stage and the predominant t(15:17) chromosomal translocation. We have previously determined that cells from APL patients show increased expression of genes regulated by hypoxia-inducible transcription factors (HIFs) compared to normal promyelocytes. HIFs regulate crucial aspects of solid tumor progression and are currently being implicated in leukemogenesis. Methods To investigate the contribution of hypoxia-related signaling in APL compared to other AML sub-types, we reverse engineered a transcriptional network from gene expression profiles of AML patients’ samples, starting from a list of direct target genes of HIF-1. A HIF-1-dependent subnetwork of genes specifically dysregulated in APL was derived from the comparison between APL and other AMLs. Results Interestingly, this subnetwork shows a unique involvement of genes related to extracellular matrix interaction and cell migration, with decreased expression of genes involved in cell adhesion and increased expression of genes implicated in motility and invasion, thus unveiling the presence of characteristics of epithelial-mesenchymal transition (EMT). We observed that the genes of this subnetwork, whose dysregulation shows a peculiar pattern across different AML sub-types, distinguish malignant from normal promyelocytes, thus ruling out dependence on a myeloid developmental stage. Also, expression of these genes is reversed upon treatment of APL-derived NB4 cells with all-trans retinoic acid and cell differentiation. Conclusions Our data suggest that pathways related to EMT-like processes can be implicated also in hematological malignancies besides solid tumors, and can identify specific AML sub-types. Electronic supplementary material The online version of this article (doi:10.1186/s13073-014-0084-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Stefano Percio
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, piazza Leonardo da Vinci 32, 20133 Milan, Italy
| | - Nadia Coltella
- Division of Molecular Oncology, San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy ; Leukemia Unit, IRCCS Ospedale San Raffaele, Via Olgettina 60, 20132 Milan, Italy
| | - Sara Grisanti
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, piazza Leonardo da Vinci 32, 20133 Milan, Italy
| | - Rosa Bernardi
- Division of Molecular Oncology, San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy ; Leukemia Unit, IRCCS Ospedale San Raffaele, Via Olgettina 60, 20132 Milan, Italy
| | - Linda Pattini
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, piazza Leonardo da Vinci 32, 20133 Milan, Italy
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