1
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Goleij P, Khazeei Tabari MA, Ahmed ARD, Mohamed LME, Saleh GAH, Abdu Hassan MTM, Moahmmednoor AGM, Khan H. Molecular Secrets Revealed: How Diabetes may be Paving the Way for Leukemia. Curr Treat Options Oncol 2024; 25:1563-1579. [PMID: 39585587 DOI: 10.1007/s11864-024-01281-6] [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] [Indexed: 11/26/2024]
Abstract
OPINION STATEMENT Type 2 Diabetes Mellitus (T2DM) and leukemia are two major global health concerns, both contributing significantly to morbidity and mortality. Epidemiological evidence demonstrates a strong correlation between T2DM and an increased risk of leukemia, particularly driven by insulin resistance, hyperglycemia, and the resultant metabolic dysregulation. Key shared risk factors, including obesity and chronic inflammation, create a conducive environment for leukemogenesis, intensifying cancer cell proliferation and resistance to standard therapies. Insulin resistance, in particular, triggers oncogenic pathways such as PI3K/AKT and MAPK, exacerbating the aggressive phenotype seen in leukemia patients with T2DM. Additionally, clonal hematopoiesis of indeterminate potential (CHIP) is implicated in the higher leukemia risk observed in diabetic populations, especially among the elderly. Molecular mechanisms like the insulin-like growth factor (IGF) system further highlight the intricate link between these diseases, promoting survival and proliferation of leukemia cells. The coexistence of T2DM in leukemia patients is associated with poorer prognostic outcomes, including increased susceptibility to infections, reduced survival, and greater treatment resistance. Antidiabetic agents, notably metformin and pioglitazone, show promise in enhancing chemotherapy efficacy and improving patient outcomes by targeting metabolic pathways. These results highlight the need for comprehensive treatment approaches that target both metabolic abnormalities and cancer-related mechanisms in patients suffering from both T2DM and leukemia.
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Affiliation(s)
- Pouya Goleij
- USERN Office, Kermanshah University of Medical Sciences, Kermanshah, Iran.
- Department of Genetics, Faculty of Biology, Sana Institute of Higher Education, Sari, Iran.
| | | | | | | | | | | | | | - Haroon Khan
- Department of Pharmacy, Faculty of Chemical and Life Sciences, Abdul Wali Khan University Mardan, Mardan, 23200, Pakistan.
- Department of Pharmacy, Korea University, Sejong, 20019, South Korea.
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2
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Tsilingiris D, Vallianou NG, Spyrou N, Kounatidis D, Christodoulatos GS, Karampela I, Dalamaga M. Obesity and Leukemia: Biological Mechanisms, Perspectives, and Challenges. Curr Obes Rep 2024; 13:1-34. [PMID: 38159164 PMCID: PMC10933194 DOI: 10.1007/s13679-023-00542-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/06/2023] [Indexed: 01/03/2024]
Abstract
PURPOSE OF REVIEW To examine the epidemiological data on obesity and leukemia; evaluate the effect of obesity on leukemia outcomes in childhood acute lymphoblastic leukemia (ALL) survivors; assess the potential mechanisms through which obesity may increase the risk of leukemia; and provide the effects of obesity management on leukemia. Preventive (diet, physical exercise, obesity pharmacotherapy, bariatric surgery) measures, repurposing drugs, candidate therapeutic agents targeting oncogenic pathways of obesity and insulin resistance in leukemia as well as challenges of the COVID-19 pandemic are also discussed. RECENT FINDINGS Obesity has been implicated in the development of 13 cancers, such as breast, endometrial, colon, renal, esophageal cancers, and multiple myeloma. Leukemia is estimated to account for approximately 2.5% and 3.1% of all new cancer incidence and mortality, respectively, while it represents the most frequent cancer in children younger than 5 years. Current evidence indicates that obesity may have an impact on the risk of leukemia. Increased birthweight may be associated with the development of childhood leukemia. Obesity is also associated with worse outcomes and increased mortality in leukemic patients. However, there are several limitations and challenges in meta-analyses and epidemiological studies. In addition, weight gain may occur in a substantial number of childhood ALL survivors while the majority of studies have documented an increased risk of relapse and mortality among patients with childhood ALL and obesity. The main pathophysiological pathways linking obesity to leukemia include bone marrow adipose tissue; hormones such as insulin and the insulin-like growth factor system as well as sex hormones; pro-inflammatory cytokines, such as IL-6 and TNF-α; adipocytokines, such as adiponectin, leptin, resistin, and visfatin; dyslipidemia and lipid signaling; chronic low-grade inflammation and oxidative stress; and other emerging mechanisms. Obesity represents a risk factor for leukemia, being among the only known risk factors that could be prevented or modified through weight loss, healthy diet, and physical exercise. Pharmacological interventions, repurposing drugs used for cardiometabolic comorbidities, and bariatric surgery may be recommended for leukemia and obesity-related cancer prevention.
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Affiliation(s)
- Dimitrios Tsilingiris
- First Department of Internal Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, Dragana, 68100, Alexandroupolis, Greece
| | - Natalia G Vallianou
- Department of Internal Medicine, Evangelismos General Hospital, 45-47 Ipsilantou str, 10676, Athens, Greece
| | - Nikolaos Spyrou
- Tisch Cancer Institute Icahn School of Medicine at Mount Sinai, 1190 One Gustave L. Levy Place, New York, NY, 10029, USA
| | - Dimitris Kounatidis
- Department of Internal Medicine, Evangelismos General Hospital, 45-47 Ipsilantou str, 10676, Athens, Greece
| | | | - Irene Karampela
- 2nd Department of Critical Care, Medical School, University of Athens, Attikon General University Hospital, 1 Rimini Str, 12462, Athens, Greece
| | - Maria Dalamaga
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias str, 11527, Athens, Greece.
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3
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Wang Q, Wei X. Research Progress on the Use of Metformin in Leukemia Treatment. Curr Treat Options Oncol 2024; 25:220-236. [PMID: 38286894 PMCID: PMC10873432 DOI: 10.1007/s11864-024-01179-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/09/2024] [Indexed: 01/31/2024]
Abstract
OPINION STATEMENT Metformin is a first-line drug in the clinical treatment of type 2 diabetes. Its main molecular mechanism involves the activation of adenosine 5'-monophosphate-activated protein kinase (AMPK), which regulates cell energy metabolism. Many clinical studies have shown that metformin can reduce the incidence and mortality of cancer in patients with or without diabetes. In vitro studies also confirmed that metformin can inhibit proliferation, promote apoptosis, and enhance the response of cells to chemical drugs and other anticancer effects on a variety of leukemia cells. In recent years, leukemia has become one of the most common malignant diseases. Although great progress has been made in therapeutic approaches for leukemia, novel drugs and better treatments are still needed to improve the therapeutic efficacy of these treatments. This article reviews the application status and possible mechanism of metformin in the treatment of leukemia to further understand the anticancer mechanism of metformin and expand its clinical application.
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Affiliation(s)
- Qian Wang
- Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China
| | - Xudong Wei
- Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, 450008, China.
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4
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Choa R, Panaroni C, Bhatia R, Raje N. It is worth the weight: obesity and the transition from monoclonal gammopathy of undetermined significance to multiple myeloma. Blood Adv 2023; 7:5510-5523. [PMID: 37493975 PMCID: PMC10515310 DOI: 10.1182/bloodadvances.2023010822] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/05/2023] [Accepted: 07/05/2023] [Indexed: 07/27/2023] Open
Abstract
The overweight/obesity epidemic is a serious public health concern that affects >40% of adults globally and increases the risk of numerous chronic diseases, such as type 2 diabetes, heart disease, and various cancers. Multiple myeloma (MM) is a lymphohematopoietic cancer caused by the uncontrolled clonal expansion of plasma cells. Recent studies have shown that obesity is a risk factor not only for MM but also monoclonal gammopathy of undetermined significance (MGUS), a precursor disease state of MM. Furthermore, obesity may promote the transition from MGUS to MM. Thus, in this review, we summarize the epidemiological evidence regarding the role of obesity in MM and MGUS, discuss the biologic mechanisms that drive these disease processes, and detail the obesity-targeted pharmacologic and lifestyle interventions that may reduce the risk of progression from MGUS to MM.
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Affiliation(s)
- Ruth Choa
- Center for Multiple Myeloma, Massachusetts General Hospital, Boston, MA
| | - Cristina Panaroni
- Center for Multiple Myeloma, Massachusetts General Hospital, Boston, MA
| | - Roma Bhatia
- Center for Multiple Myeloma, Massachusetts General Hospital, Boston, MA
| | - Noopur Raje
- Center for Multiple Myeloma, Massachusetts General Hospital, Boston, MA
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5
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Hu M, Chen Y, Ma T, Jing L. Repurposing Metformin in hematologic tumor: State of art. Curr Probl Cancer 2023; 47:100972. [PMID: 37364455 DOI: 10.1016/j.currproblcancer.2023.100972] [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: 01/21/2023] [Revised: 02/19/2023] [Accepted: 04/25/2023] [Indexed: 06/28/2023]
Abstract
Metformin is an ancient drug for the treatment of type 2 diabetes, and many studies now suggested that metformin can be used as an adjuvant drug in the treatment of many types of tumors. The mechanism of action of metformin for tumor treatment mainly involves: 1. activation of AMPK signaling pathway 2. inhibition of DNA damage repair in tumor cells 3. downregulation of IGF-1 expression 4. inhibition of chemoresistance and enhancement of chemotherapy sensitivity in tumor cells 5. enhancement of antitumor immunity 6. inhibition of oxidative phosphorylation (OXPHOS). Metformin also plays an important role in the treatment of hematologic tumors, especially in leukemia, lymphoma, and multiple myeloma (MM). The combination of metformin and chemotherapy enhances the efficacy of chemotherapy, and metformin reduces the progression of monoclonal gammopathy of undetermined significance (MGUS) to MM. The purpose of this review is to summarize the anticancer mechanism of metformin and the role and mechanism of action of metformin in hematologic tumors. We mainly summarize the studies related to metformin in hematologic tumors, including cellular experiments and animal experiments, as well as controlled clinical studies and clinical trials. In addition, we also focus on the possible side effects of metformin. Although a large number of preclinical and clinical studies have been performed and the role of metformin in preventing the progression of MGUS to MM has been demonstrated, metformin has not been approved for the treatment of hematologic tumors, which is related to the adverse effects of its high-dose application. Low-dose metformin reduces adverse effects and has been shown to alter the tumor microenvironment and enhance antitumor immune response, which is one of the main directions for future research.
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Affiliation(s)
- Min Hu
- Department of Hematology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Yan Chen
- Department of Hematology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China
| | - Tao Ma
- Department of Hematology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China.
| | - Li Jing
- Department of Hematology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000, China.
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6
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Zhang Y, Zhou F, Guan J, Zhou L, Chen B. Action Mechanism of Metformin and Its Application in Hematological Malignancy Treatments: A Review. Biomolecules 2023; 13:250. [PMID: 36830619 PMCID: PMC9953052 DOI: 10.3390/biom13020250] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 02/03/2023] Open
Abstract
Hematologic malignancies (HMs) mainly include acute and chronic leukemia, lymphoma, myeloma and other heterogeneous tumors that seriously threaten human life and health. The common effective treatments are radiotherapy, chemotherapy and hematopoietic stem cell transplantation (HSCT), which have limited options and are prone to tumor recurrence and (or) drug resistance. Metformin is the first-line drug for the treatment of type 2 diabetes (T2DM). Recently, studies identified the potential anti-cancer ability of metformin in both T2DM patients and patients that are non-diabetic. The latest epidemiological and preclinical studies suggested a potential benefit of metformin in the prevention and treatment of patients with HM. The mechanism may involve the activation of the adenosine monophosphate-activated protein kinase (AMPK) signaling pathway by metformin as well as other AMPK-independent pathways to exert anti-cancer properties. In addition, combining current conventional anti-cancer drugs with metformin may improve the efficacy and reduce adverse drug reactions. Therefore, metformin can also be used as an adjuvant therapeutic agent for HM. This paper highlights the anti-hyperglycemic effects and potential anti-cancer effects of metformin, and also compiles the in vitro and clinical trials of metformin as an anti-cancer and chemosensitizing agent for the treatment of HM. The need for future research on the use of metformin in the treatment of HM is indicated.
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Affiliation(s)
| | | | | | | | - Baoan Chen
- Department of Hematology and Oncology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing 210009, China
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7
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Sancerni T, Renoult O, Luby A, Caradeuc C, Lenoir V, Croyal M, Ransy C, Aguilar E, Postic C, Bertho G, Dentin R, Prip-Buus C, Pecqueur C, Alves-Guerra MC. UCP2 silencing restrains leukemia cell proliferation through glutamine metabolic remodeling. Front Immunol 2022; 13:960226. [PMID: 36275699 PMCID: PMC9582289 DOI: 10.3389/fimmu.2022.960226] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 09/20/2022] [Indexed: 11/30/2022] Open
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematologic malignancy derived from early T cell progenitors. Since relapsed T-ALL is associated with a poor prognosis improving initial treatment of patients is essential to avoid resistant selection of T-ALL. During initiation, development, metastasis and even in response to chemotherapy, tumor cells face strong metabolic challenges. In this study, we identify mitochondrial UnCoupling Protein 2 (UCP2) as a tricarboxylic acid (TCA) cycle metabolite transporter controlling glutamine metabolism associated with T-ALL cell proliferation. In T-ALL cell lines, we show that UCP2 expression is controlled by glutamine metabolism and is essential for their proliferation. Our data show that T-ALL cell lines differ in their substrate dependency and their energetic metabolism (glycolysis and oxidative). Thus, while UCP2 silencing decreases cell proliferation in all leukemia cells, it also alters mitochondrial respiration of T-ALL cells relying on glutamine-dependent oxidative metabolism by rewiring their cellular metabolism to glycolysis. In this context, the function of UCP2 in the metabolite export of malate enables appropriate TCA cycle to provide building blocks such as lipids for cell growth and mitochondrial respiration. Therefore, interfering with UCP2 function can be considered as an interesting strategy to decrease metabolic efficiency and proliferation rate of leukemia cells.
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Affiliation(s)
| | | | - Angèle Luby
- Université Paris Cité, CNRS, INSERM, Institut Cochin, Paris, France
| | | | - Véronique Lenoir
- Université Paris Cité, CNRS, INSERM, Institut Cochin, Paris, France
| | - Mikael Croyal
- Nantes Université, INSERM, CNRS, CRCI2NA, Nantes, France
| | - Céline Ransy
- Université Paris Cité, CNRS, INSERM, Institut Cochin, Paris, France
| | - Esther Aguilar
- Asociación Española Contra el Cáncer (AECC), Fundación Científica AECC, Madrid, Spain
| | - Catherine Postic
- Université Paris Cité, CNRS, INSERM, Institut Cochin, Paris, France
| | | | - Renaud Dentin
- Université Paris Cité, CNRS, INSERM, Institut Cochin, Paris, France
| | - Carina Prip-Buus
- Université Paris Cité, CNRS, INSERM, Institut Cochin, Paris, France
| | | | - Marie-Clotilde Alves-Guerra
- Université Paris Cité, CNRS, INSERM, Institut Cochin, Paris, France
- *Correspondence: Marie-Clotilde Alves-Guerra,
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8
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Soltani M, Zhao Y, Xia Z, Ganjalikhani Hakemi M, Bazhin AV. The Importance of Cellular Metabolic Pathways in Pathogenesis and Selective Treatments of Hematological Malignancies. Front Oncol 2021; 11:767026. [PMID: 34868994 PMCID: PMC8636012 DOI: 10.3389/fonc.2021.767026] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 10/20/2021] [Indexed: 02/05/2023] Open
Abstract
Despite recent advancements in the treatment of hematologic malignancies and the emergence of newer and more sophisticated therapeutic approaches such as immunotherapy, long-term overall survival remains unsatisfactory. Metabolic alteration, as an important hallmark of cancer cells, not only contributes to the malignant transformation of cells, but also promotes tumor progression and metastasis. As an immune-escape mechanism, the metabolic adaptation of the bone marrow microenvironment and leukemic cells is a major player in the suppression of anti-leukemia immune responses. Therefore, metabolic rewiring in leukemia would provide promising opportunities for newer therapeutic interventions. Several therapeutic agents which affect essential bioenergetic pathways in cancer cells including glycolysis, β-oxidation of fatty acids and Krebs cycle, or anabolic pathways such as lipid biosynthesis and pentose phosphate pathway, are being tested in various types of cancers. So far, numerous preclinical or clinical trial studies using such metabolic agents alone or in combination with other remedies such as immunotherapy are in progress and have demonstrated promising outcomes. In this review, we aim to argue the importance of metabolic alterations and bioenergetic pathways in different types of leukemia and their vital roles in disease development. Designing treatments based on targeting leukemic cells vulnerabilities, particularly in nonresponsive leukemia patients, should be warranted.
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Affiliation(s)
- Mojdeh Soltani
- Department of Immunology, Faculty of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Yue Zhao
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Zhijia Xia
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | | | - Alexandr V. Bazhin
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
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9
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Saber MM, Al-Mahallawi AM, Stork B. Metformin dampens cisplatin cytotoxicity on leukemia cells after incorporation into cubosomal nanoformulation. Biomed Pharmacother 2021; 143:112140. [PMID: 34649331 DOI: 10.1016/j.biopha.2021.112140] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 08/23/2021] [Accepted: 08/31/2021] [Indexed: 01/01/2023] Open
Abstract
Acute lymphoblastic leukemia (ALL) is one of the most common type of leukemia in children. It is caused by abnormal cell division of the lymphoid progenitor cells in the bone marrow. In the past decade, metformin has gained increased attention for its anti-leukemic potential. Moreover, other chemotherapeutic agents were investigated for the possible superior efficacy over the existing treatments in treating ALL. Several studies examined the effect of cisplatin as a potential candidate for therapy. Here, we investigate the anti-leukemic effect of metformin and cisplatin on 697 cells. Both compounds revealed significant cytotoxic effects. Specifically designed lipid-based cubosomal nanoformulations were used as drug carriers to facilitate compound entry in low doses. Our results indicate that the use of the carrier did not affect cytotoxicity significantly. In addition, combining the drugs in different carriers demonstrated an antagonistic effect through damping the efficacy of both drugs. This was evident from experiments investigating cellular viability, annexin V/PI staining, mitochondrial membrane potential and caspase-3 activity. Taken together, it appears that metformin does not represent a suitable option for sensitizing leukemia cells to cisplatin.
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Affiliation(s)
- Mona M Saber
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Cairo University, Cairo 11562, Egypt; Institute of Molecular Medicine I, Medical Faculty, Heinrich-Heine-University, Düsseldorf 40225, Germany.
| | - Abdulaziz M Al-Mahallawi
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Cairo University, Cairo 11562, Egypt; School of Life and Medical Sciences, University of Hertfordshire Hosted by Global Academic Foundation, New Administrative Capital, Cairo 11835, Egypt
| | - Björn Stork
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Cairo University, Cairo 11562, Egypt.
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10
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Dushnicky MJ, Nazarali S, Mir A, Portwine C, Samaan MC. Is There A Causal Relationship between Childhood Obesity and Acute Lymphoblastic Leukemia? A Review. Cancers (Basel) 2020; 12:E3082. [PMID: 33105727 PMCID: PMC7690432 DOI: 10.3390/cancers12113082] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 10/12/2020] [Accepted: 10/14/2020] [Indexed: 12/20/2022] Open
Abstract
Childhood obesity is a growing epidemic with numerous global health implications. Over the past few years, novel insights have emerged about the contribution of adult obesity to cancer risk, but the evidence base is far more limited in children. While pediatric patients with acute lymphoblastic leukemia (ALL) are at risk of obesity, it is unclear if there are potential causal mechanisms by which obesity leads to ALL development. This review explores the endocrine, metabolic and immune dysregulation triggered by obesity and its potential role in pediatric ALL's genesis. We describe possible mechanisms, including adipose tissue attraction and protection of lymphoblasts, and their impact on ALL chemotherapies' pharmacokinetics. We also explore the potential contribution of cytokines, growth factors, natural killer cells and adipose stem cells to ALL initiation and propagation. While there are no current definite causal links between obesity and ALL, critical questions persist as to whether the adipose tissue microenvironment and endocrine actions can play a causal role in childhood ALL, and there is a need for more research to address these questions.
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Affiliation(s)
- Molly J. Dushnicky
- Department of Pediatrics, McMaster University, Hamilton, ON L8N 3Z5, Canada; (M.J.D.); (S.N.); (A.M.); (C.P.)
- Division of Pediatric Endocrinology, McMaster Children’s Hospital, Hamilton, ON L8N 3Z5, Canada
| | - Samina Nazarali
- Department of Pediatrics, McMaster University, Hamilton, ON L8N 3Z5, Canada; (M.J.D.); (S.N.); (A.M.); (C.P.)
- Division of Pediatric Endocrinology, McMaster Children’s Hospital, Hamilton, ON L8N 3Z5, Canada
- Michael G. De Groote School of Medicine, McMaster University, Hamilton, ON L8S4L8, Canada
| | - Adhora Mir
- Department of Pediatrics, McMaster University, Hamilton, ON L8N 3Z5, Canada; (M.J.D.); (S.N.); (A.M.); (C.P.)
- Division of Pediatric Endocrinology, McMaster Children’s Hospital, Hamilton, ON L8N 3Z5, Canada
- Michael G. De Groote School of Medicine, McMaster University, Hamilton, ON L8S4L8, Canada
| | - Carol Portwine
- Department of Pediatrics, McMaster University, Hamilton, ON L8N 3Z5, Canada; (M.J.D.); (S.N.); (A.M.); (C.P.)
- Division of Pediatric Hematology/Oncology, McMaster Children’s Hospital, Hamilton, ON L8N 3Z5, Canada
| | - Muder Constantine Samaan
- Department of Pediatrics, McMaster University, Hamilton, ON L8N 3Z5, Canada; (M.J.D.); (S.N.); (A.M.); (C.P.)
- Division of Pediatric Endocrinology, McMaster Children’s Hospital, Hamilton, ON L8N 3Z5, Canada
- Michael G. De Groote School of Medicine, McMaster University, Hamilton, ON L8S4L8, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON L8S 4K1, Canada
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11
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Anselmi L, Bertuccio SN, Lonetti A, Prete A, Masetti R, Pession A. Insights on the Interplay between Cells Metabolism and Signaling: A Therapeutic Perspective in Pediatric Acute Leukemias. Int J Mol Sci 2020; 21:ijms21176251. [PMID: 32872391 PMCID: PMC7503381 DOI: 10.3390/ijms21176251] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 08/20/2020] [Accepted: 08/22/2020] [Indexed: 12/12/2022] Open
Abstract
Nowadays, thanks to extensive studies and progress in precision medicine, pediatric leukemia has reached an extremely high overall survival rate. Nonetheless, a fraction of relapses and refractory cases is still present, which are frequently correlated with poor prognosis. Although several molecular features of these diseases are known, still the field of energy metabolism, which is widely studied in adult, has not been frequently explored in childhood leukemias. Metabolic reprogramming is a hallmark of cancer and is deeply connected with other genetic and signaling aberrations generally known to be key features of both acute lymphoblastic leukemia (ALL) and acute myeloid leukemia (AML). This review aims to clear the current knowledge on metabolic rewiring in pediatric ALL and AML, also highlighting the influence of the main signaling pathways and suggesting potential ideas to further exploit this field to discover new prognostic biomarkers and, above all, beneficial therapeutic options.
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Affiliation(s)
- Laura Anselmi
- Pediatric Hematology and Oncology Unit, S.Orsola-Malpighi Hospital, University of Bologna, 40126 Bologna, Italy;
| | - Salvatore Nicola Bertuccio
- Pediatric Hematology-Oncology Unit, Department of Medical and Surgical Sciences DIMEC, University of Bologna, 40126 Bologna, Italy; (A.P.); (R.M.); (A.P.)
- Correspondence:
| | - Annalisa Lonetti
- Giorgio Prodi Interdepartmental Cancer Research Centre, University of Bologna, 40126 Bologna, Italy;
| | - Arcangelo Prete
- Pediatric Hematology-Oncology Unit, Department of Medical and Surgical Sciences DIMEC, University of Bologna, 40126 Bologna, Italy; (A.P.); (R.M.); (A.P.)
| | - Riccardo Masetti
- Pediatric Hematology-Oncology Unit, Department of Medical and Surgical Sciences DIMEC, University of Bologna, 40126 Bologna, Italy; (A.P.); (R.M.); (A.P.)
| | - Andrea Pession
- Pediatric Hematology-Oncology Unit, Department of Medical and Surgical Sciences DIMEC, University of Bologna, 40126 Bologna, Italy; (A.P.); (R.M.); (A.P.)
- Giorgio Prodi Interdepartmental Cancer Research Centre, University of Bologna, 40126 Bologna, Italy;
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12
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Orgel E, Sea JL, Mittelman SD. Mechanisms by Which Obesity Impacts Survival from Acute Lymphoblastic Leukemia. J Natl Cancer Inst Monogr 2020; 2019:152-156. [PMID: 31532535 DOI: 10.1093/jncimonographs/lgz020] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 04/22/2019] [Accepted: 07/01/2019] [Indexed: 01/29/2023] Open
Abstract
The prevalence of obesity has steadily risen over the past decades, even doubling in more than 70 countries. High levels of body fat (adiposity) and obesity are associated with endocrine and hormonal dysregulation, cardiovascular compromise, hepatic dysfunction, pancreatitis, changes in drug metabolism and clearance, inflammation, and metabolic stress. It is thus unsurprising that obesity can affect the development of and survival from a wide variety of malignancies. This review focuses on acute lymphoblastic leukemia, the most common malignancy in children, to explore the multiple mechanisms connecting acute lymphoblastic leukemia, obesity, and adipocytes, and the implications for leukemia therapy.
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Affiliation(s)
- Etan Orgel
- Children's Center for Cancer and Blood Diseases, Children's Hospital Los Angeles, Los Angeles, CA Department of Pediatrics, Keck School of Medicine, University of Southern California
| | - Jessica L Sea
- Division of Pediatric Endocrinology, UCLA Children's Discovery and Innovation Institute, David Geffen School of Medicine UCLA, Los Angeles, CA
| | - Steven D Mittelman
- Division of Pediatric Endocrinology, UCLA Children's Discovery and Innovation Institute, David Geffen School of Medicine UCLA, Los Angeles, CA
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13
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Sbirkov Y, Burnusuzov H, Sarafian V. Metabolic reprogramming in childhood acute lymphoblastic leukemia. Pediatr Blood Cancer 2020; 67:e28255. [PMID: 32293782 DOI: 10.1002/pbc.28255] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 02/04/2020] [Accepted: 02/25/2020] [Indexed: 12/12/2022]
Abstract
The first observations of altered metabolism in malignant cells were made nearly 100 years ago and therapeutic strategies targeting cell metabolism have been in clinical use for several decades. In this review, we summarize our current understanding of cell metabolism dysregulation in childhood acute lymphoblastic leukemia (cALL). Reprogramming of cellular bioenergetic processes can be expected in the three distinct stages of cALL: at diagnosis, during standard chemotherapy, and in cases of relapse. Upregulation of glycolysis, dependency on anaplerotic energy sources, and activation of the electron transport chain have all been observed in cALL. While the current treatment strategies are tackling some of these aberrations, cALL cells are likely to be able to rewire their metabolism in order to escape therapy, which may contribute to a refractory disease and relapse. Finally, here we focus on novel therapeutic approaches emerging from our evolving understanding of the alterations of different metabolic networks in lymphoblasts.
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Affiliation(s)
- Yordan Sbirkov
- Department of Medical Biology, Medical University of Plovdiv, Plovdiv, Bulgaria.,Research Institute at Medical University- Plovdiv, Plovdiv, Bulgaria
| | - Hasan Burnusuzov
- Research Institute at Medical University- Plovdiv, Plovdiv, Bulgaria.,Department of Pediatrics and Medical Genetics, Medical University of Plovdiv, Plovdiv, Bulgaria
| | - Victoria Sarafian
- Department of Medical Biology, Medical University of Plovdiv, Plovdiv, Bulgaria.,Research Institute at Medical University- Plovdiv, Plovdiv, Bulgaria
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14
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Abstract
Lymphoma is a hematological malignancy and its incidence is growing. The use of CD20 monoclonal antibody improves the therapeutic efficacy in CD20-positive B-cell lymphoma. Despite remarkable progress in lymphoma treatment over the past decades, chemotherapy resistance and disease relapse become the main obstacles to further improve the prognosis of the patients. Therefore, the development of new treatment methods and drugs is urgently needed to improve the treatment of lymphoma. In tumors, autophagy functions to protect tumor cells from hypoxia, radiotherapy, and apoptosis. The ability to improve the prognosis of patients with lymphoma through the active regulation of autophagy represents a new approach to clinical treatment.
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15
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Abstract
In this Review, Rashkovan et al. discuss the role of cancer metabolic circuitries feeding anabolism and redox potential in leukemia development and recent progress in translating these important findings to the clinic. Leukemia cell proliferation requires up-regulation and rewiring of metabolic pathways to feed anabolic cell growth. Oncogenic drivers directly and indirectly regulate metabolic pathways, and aberrant metabolism is central not only for leukemia proliferation and survival, but also mediates oncogene addiction with significant implications for the development of targeted therapies. This review explores leukemia metabolic circuitries feeding anabolism, redox potential, and energy required for tumor propagation with an emphasis on emerging therapeutic opportunities.
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Affiliation(s)
- Marissa Rashkovan
- Institute for Cancer Genetics, Columbia University, New York, NY 10032, USA
| | - Adolfo Ferrando
- Institute for Cancer Genetics, Columbia University, New York, NY 10032, USA.,Department of Pediatrics, Columbia University, New York, NY 10032, USA.,Department of Pathology and Cell Biology, Columbia University, New York, NY 10032, USA
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16
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Evaluation of Insulin-mediated Regulation of AKT Signaling in Childhood Acute Lymphoblastic Leukemia. J Pediatr Hematol Oncol 2019; 41:96-104. [PMID: 30688831 DOI: 10.1097/mph.0000000000001425] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVE Hyperglycemia increases the risk of early recurrence and high mortality in some adult blood cancers. In response to increased glucose levels, insulin is secreted, and several studies have shown that insulin-induced AKT signaling can regulate tumor cell proliferation and apoptosis. The AKT pathway is aberrantly activated in adult acute lymphoblastic leukemia (ALL), but the mechanisms underlying this activation and its impact in pediatric patients with ALL are unclear. MATERIALS AND METHODS We evaluated the insulin-induced chemoresistance and AKT pathway activation by measuring cell proliferation, apoptosis, and other parameters in ALL cell lines (Jurkat and Reh cells), as well as in primary pediatric leukemic cell samples, after culture with insulin, the chemotherapeutic drugs daunorubicin (DNR), vincristine (VCR), and L-asparaginase (L-Asp), or anti-insulin-like growth factor-1 receptor (IGF-1R) monoclonal antibody. RESULTS DNR, VCR, and L-Asp-induced toxicity in Jurkat and Reh cells was reduced in the presence of insulin. DNR promoted cell proliferation, whereas DNR, VCR, and L-Asp all reduced apoptosis in both cell lines cotreated with insulin compared with that in cell lines treated with chemotherapeutics alone (P<0.05). Furthermore, addition of an anti-IGF-1R monoclonal antibody promoted apoptosis, downregulated IGF-1R expression, and decreased the phosphorylation of AKT, P70S6K, and mTOR intracellular signaling pathway proteins in both cell lines, as well as in primary cultures (P<0.05). CONCLUSIONS Our results suggest that insulin-induced chemoresistance and activation of the AKT signaling pathway in pediatric ALL cells.
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17
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Dang YF, Jiang XN, Gong FL, Guo XL. New insights into molecular mechanisms of rosiglitazone in monotherapy or combination therapy against cancers. Chem Biol Interact 2018; 296:162-170. [PMID: 30278161 DOI: 10.1016/j.cbi.2018.09.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Revised: 08/21/2018] [Accepted: 09/28/2018] [Indexed: 02/06/2023]
Abstract
Rosiglitazone (ROSI), a member of thiazolidinediones (TZDs) which act as high-affinity agonists of the nuclear receptor peroxisome-proliferator-activated receptor-γ (PPARγ), is clinically used as an antidiabetic drug which could attenuate the insulin resistance associated with obesity, hypertension, and impaired glucose tolerance in humans. However, recent studies reported that ROSI had significant anticancer effects on various human malignant tumor cells. Mounting evidence indicated that ROSI could exert anticancer effects through PPARγ-dependent or PPARγ-independent ways. In this review, we summarized the PPARγ-dependent antitumor activities of ROSI, which included apoptosis induction, inhibition of cell proliferation and cancer metastasis, reversion of multidrug resistance, reduction of immune suppression, autophagy induction, and antiangiogenesis; and the PPARγ-independent antitumor activities of ROSI, which included inhibition of nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) pathway, inhibition of prostaglandin E2 (PGE2), increasing MAPK phosphatase 1 (MKP-1) expression and regulation of other apoptosis-related cell factors. In addition, we discussed the anti-cancer application of ROSI by monotherapy or combination therapy with present chemotherapeutic drugs in vitro and in vivo. Moreover, we reviewed the phase I cancer clinical trials related to ROSI combined with chemotherapeutics and phase II trials about the anti-cancer effects of ROSI monotherapy and the radiotherapy sensitivity of ROSI.
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Affiliation(s)
- Yi-Fan Dang
- Department of Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), Drug Screening Unit Platform, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, PR China
| | - Xiao-Ning Jiang
- Department of Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), Drug Screening Unit Platform, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, PR China
| | - Fu-Lian Gong
- Department of Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), Drug Screening Unit Platform, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, PR China
| | - Xiu-Li Guo
- Department of Pharmacology, Key Laboratory of Chemical Biology (Ministry of Education), Drug Screening Unit Platform, School of Pharmaceutical Sciences, Shandong University, Jinan, 250012, PR China.
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18
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Abstract
Type 2 diabetes mellitus and cancer are correlated with changes in insulin signaling, a pathway that is frequently upregulated in neoplastic tissue but impaired in tissues that are classically targeted by insulin in type 2 diabetes mellitus. Many antidiabetes treatments, particularly metformin, enhance insulin signaling, but this pathway can be inhibited by specific cancer treatments. The modulation of cancer growth by metformin and of insulin sensitivity by anticancer drugs is so common that this phenomenon is being studied in hundreds of clinical trials on cancer. Many meta-analyses have consistently shown a moderate but direct effect of body mass index on the incidence of multiple myeloma and lymphoma and the elevated risk of leukemia in adults. Moreover, new epidemiological and preclinical studies indicate metformin as a therapeutic agent in patients with leukemia, lymphomas, and multiple myeloma. In this article, we review current findings on the anticancer activities of metformin and the underlying mechanisms from preclinical and ongoing studies in hematologic malignancies.
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19
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Biguanides sensitize leukemia cells to ABT-737-induced apoptosis by inhibiting mitochondrial electron transport. Oncotarget 2018; 7:51435-51449. [PMID: 27283492 PMCID: PMC5239486 DOI: 10.18632/oncotarget.9843] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 05/22/2016] [Indexed: 02/04/2023] Open
Abstract
Metformin displays antileukemic effects partly due to activation of AMPK and subsequent inhibition of mTOR signaling. Nevertheless, Metformin also inhibits mitochondrial electron transport at complex I in an AMPK-independent manner, Here we report that Metformin and rotenone inhibit mitochondrial electron transport and increase triglyceride levels in leukemia cell lines, suggesting impairment of fatty acid oxidation (FAO). We also report that, like other FAO inhibitors, both agents and the related biguanide, Phenformin, increase sensitivity to apoptosis induction by the bcl-2 inhibitor ABT-737 supporting the notion that electron transport antagonizes activation of the intrinsic apoptosis pathway in leukemia cells. Both biguanides and rotenone induce superoxide generation in leukemia cells, indicating that oxidative damage may sensitize toABT-737 induced apoptosis. In addition, we demonstrate that Metformin sensitizes leukemia cells to the oligomerization of Bak, suggesting that the observed synergy with ABT-737 is mediated, at least in part, by enhanced outer mitochondrial membrane permeabilization. Notably, Phenformin was at least 10-fold more potent than Metformin in abrogating electron transport and increasing sensitivity to ABT-737, suggesting that this agent may be better suited for targeting hematological malignancies. Taken together, our results suggest that inhibition of mitochondrial metabolism by Metformin or Phenformin is associated with increased leukemia cell susceptibility to induction of intrinsic apoptosis, and provide a rationale for clinical studies exploring the efficacy of combining biguanides with the orally bioavailable derivative of ABT-737, Venetoclax.
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20
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Biondani G, Peyron JF. Metformin, an Anti-diabetic Drug to Target Leukemia. Front Endocrinol (Lausanne) 2018; 9:446. [PMID: 30147674 PMCID: PMC6095966 DOI: 10.3389/fendo.2018.00446] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 07/19/2018] [Indexed: 12/14/2022] Open
Abstract
Metformin, a widely used anti-diabetic molecule, has attracted a strong interest in the last 10 years as a possible new anti-cancer molecule. Metformin acts by interfering with mitochondrial respiration, leading to an activation of the AMPK tumor-suppressive pathway to promote catabolic-energy saving reactions and block anabolic ones that are associated with abnormal cell proliferation. Metformin also acts at the organism level. In type 2 diabetes patients, metformin reduces hyperglycemia and increases insulin sensitivity by enhancing insulin-stimulated glucose uptake in muscles, liver, and adipose tissue and by reducing glucose output by the liver. Lowering insulin and insulin-like growth factor 1 (IGF-1) levels that stimulate cancer growth could be important features of metformin's mode of action. Despite continuous progress in treatments with the use of targeted therapies and now immunotherapies, acute leukemias are still of very poor prognosis for relapse patients, demonstrating an important need for new treatments deriving from the identification of their pathological supportive mechanisms. In the last decade, it has been realized that if cancer cells modify and reprogram their metabolism to feed their intense biochemical needs associated with their runaway proliferation, they develop metabolic addictions that could represent attractive targets for new therapeutic strategies that intend to starve and kill cancer cells. This Mini Review explores the anti-leukemic potential of metformin and its mode of action on leukemia metabolism.
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21
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Wei R, Yu F, Yang J, Gao H, Wang H, Hong T. Anti-proliferative effect of rosiglitazone in the human T-lymphocyte leukaemia cell line Jurkat cells. Cell Biol Int 2017; 42:515-524. [PMID: 29274299 DOI: 10.1002/cbin.10925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Accepted: 12/20/2017] [Indexed: 11/10/2022]
Abstract
Peroxisome proliferator-activated receptor γ (PPARγ) is expressed in various types of human cancer cells including leukaemia cells, and activation of PPARγ can inhibit cancer cell growth. However, whether PPARγ is expressed in Jurkat cells, a human T-lymphocyte leukaemia cell line, and whether activation of PPARγ affects cell biological behaviors remains to be clarified. In this study, we investigated the effect of a PPARγ activator rosiglitazone, under clinically relevant pharmacological concentrations, on the growth and apoptosis of Jurkat cells in vitro and explored the possible mechanism. Metformin was also included as a positive control for the anti-proliferative and pro-apoptotic effects. We found that PPARγ mRNA was transcribed in Jurkat cells. Treatment with rosiglitazone (5 µM, 10 µM, and 20 µM) or metformin (1 mM and 10 mM) inhibited cell proliferation, and induced cell cycle arrest at G0/G1 or S phase, respectively, in a dose-dependent manner. Although metformin significantly upregulated the protein levels of the pro-apoptotic markers cleaved-caspase 3 and Bax in Jurkat cells, rosiglitazone did not have such an effect. Moreover, rosiglitazone significantly upregulated the level of PPARγ, and downregulated the expression of insulin receptor (IR) and insulin-like growth factor 1 receptor (IGF-1R) in a dose-dependent manner. Our data indicate that rosiglitazone has an anti-proliferative effect in Jurkat cells, which may be at least partly mediated via downregulating IR and IGF-1R expression. Therefore, rosiglitazone may have a potential role not only for management of hyperglycaemia but also for control of tumor progression in patients with T-lymphocyte leukaemia and diabetes.
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Affiliation(s)
- Rui Wei
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
| | - Fei Yu
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
| | - Jin Yang
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
| | - Hongwei Gao
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
| | - Haining Wang
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
| | - Tianpei Hong
- Department of Endocrinology and Metabolism, Peking University Third Hospital, Beijing, China
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22
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Wang L, Hu Y, Xiang X, Qu K, Teng Y. Identification of long non-coding RNA signature for paclitaxel-resistant patients with advanced ovarian cancer. Oncotarget 2017; 8:64191-64202. [PMID: 28969062 PMCID: PMC5609994 DOI: 10.18632/oncotarget.19828] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2017] [Accepted: 06/19/2017] [Indexed: 12/13/2022] Open
Abstract
Ovarian cancer is the most lethal gynecologic malignancy, characterized by late diagnosis, frequent relapse, and easy development of chemoresistance. Recent studies suggest that lncRNAs are involved in ovarian cancer onset and progression, as well as the resistance in paclitaxel-containing chemotherapy. However, the genome-wide expression pattern and associated functional implications of lncRNAs in paclitaxel-resistant ovarian cancer cells remain undetermined. In the present study, we identified a panel of lncRNAs aberrantly expressed in both paclitaxel resistant ovarian cancer tissues and cell lines, including XR_948297, XR_947831, XR_938728, XR_938392, NR_103801, NR_073113, and NR_036503. Moreover, the seven-lncRNA signature showed a relatively high predictive accuracy of chemoresistance with an area under the ROC curve (AUC) of 0.93, and was associated with progression-free survival inovarian cancer patients (HR=2.05, p=0.015). Our function prediction demonstrated that the seven-lncRNA signature was positively correlated with a cluster containing 129 genes enriched in insulin secretion-related pathway. Our findings suggest that the seven-lncRNA signature may be utilized as potent biomarkers for predicting chemoresistance for ovarian cancer patients with paclitaxel-containing chemotherapy.
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Affiliation(s)
- Luqing Wang
- Department of Nuclear Medicine, Liaocheng People's Hospital, Taishan Medical College, Liaocheng 252000, China
| | - Yanjun Hu
- Department of Clinical Laboratory, Liaocheng People's Hospital, Taishan Medical College, Liaocheng 252000, China
| | - Xiaohong Xiang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Kai Qu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Yue Teng
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
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23
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Lei Y, Yi Y, Liu Y, Liu X, Keller ET, Qian CN, Zhang J, Lu Y. Metformin targets multiple signaling pathways in cancer. CHINESE JOURNAL OF CANCER 2017; 36:17. [PMID: 28126011 PMCID: PMC5270304 DOI: 10.1186/s40880-017-0184-9] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 06/21/2016] [Indexed: 12/20/2022]
Abstract
Metformin, an inexpensive and well-tolerated oral agent commonly used in the first-line treatment of type 2 diabetes, has become the focus of intense research as a candidate anticancer agent. Here, we discuss the potential of metformin in cancer therapeutics, particularly its functions in multiple signaling pathways, including AMP-activated protein kinase, mammalian target of rapamycin, insulin-like growth factor, c-Jun N-terminal kinase/mitogen-activated protein kinase (p38 MAPK), human epidermal growth factor receptor-2, and nuclear factor kappaB pathways. In addition, cutting-edge targeting of cancer stem cells by metformin is summarized.
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Affiliation(s)
- Yong Lei
- Key Laboratory of Longevity and Ageing-related Diseases, Ministry of Education, Nanning, 530021, Guangxi, P. R. China.,Center for Translational Medicine, Guangxi Medical University, 14th Floor, Pharmacology and Biomedical Sciences Building, No. 22 Shuangyong Road, Nanning, 530021, Guangxi, P. R. China
| | - Yanhua Yi
- School for International Education, Guangxi Medical University, Nanning, 530021, Guangxi, P. R. China
| | - Yang Liu
- Key Laboratory of Longevity and Ageing-related Diseases, Ministry of Education, Nanning, 530021, Guangxi, P. R. China.,Center for Translational Medicine, Guangxi Medical University, 14th Floor, Pharmacology and Biomedical Sciences Building, No. 22 Shuangyong Road, Nanning, 530021, Guangxi, P. R. China
| | - Xia Liu
- Key Laboratory of Longevity and Ageing-related Diseases, Ministry of Education, Nanning, 530021, Guangxi, P. R. China.,Center for Translational Medicine, Guangxi Medical University, 14th Floor, Pharmacology and Biomedical Sciences Building, No. 22 Shuangyong Road, Nanning, 530021, Guangxi, P. R. China
| | - Evan T Keller
- Department of Urology and Pathology, School of Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Chao-Nan Qian
- Department of Nasopharyngeal Carcinoma, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060, Guangdong, P. R. China
| | - Jian Zhang
- Key Laboratory of Longevity and Ageing-related Diseases, Ministry of Education, Nanning, 530021, Guangxi, P. R. China. .,Center for Translational Medicine, Guangxi Medical University, 14th Floor, Pharmacology and Biomedical Sciences Building, No. 22 Shuangyong Road, Nanning, 530021, Guangxi, P. R. China. .,Department of Urology and Pathology, School of Medicine, University of Michigan, Ann Arbor, MI, 48109, USA.
| | - Yi Lu
- Key Laboratory of Longevity and Ageing-related Diseases, Ministry of Education, Nanning, 530021, Guangxi, P. R. China. .,Center for Translational Medicine, Guangxi Medical University, 14th Floor, Pharmacology and Biomedical Sciences Building, No. 22 Shuangyong Road, Nanning, 530021, Guangxi, P. R. China.
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24
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Yavasoglu I, Kadikoylu G, Bolaman Z. Leukemia and rosiglitazone. Saudi Pharm J 2016; 24:226. [PMID: 27013916 PMCID: PMC4792895 DOI: 10.1016/j.jsps.2015.03.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2015] [Accepted: 03/15/2015] [Indexed: 02/05/2023] Open
Affiliation(s)
- Irfan Yavasoglu
- Corresponding author at: Adnan Menderes University Medical Faculty, Division of Hematology, 09100 Aydin, Turkey. Tel.: +90 256 2120020; fax: +90 256 2146495.
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25
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Ríos R, Lupiañez CB, Campa D, Martino A, Martínez-López J, Martínez-Bueno M, Varkonyi J, García-Sanz R, Jamroziak K, Dumontet C, Cayuela AJ, Wętek M, Landi S, Rossi AM, Lesueur F, Reis RM, Moreno V, Marques H, Jurczyszyn A, Andersen V, Vogel U, Buda G, Orciuolo E, Jacobsen SEH, Petrini M, Vangsted AJ, Gemignani F, Canzian F, Jurado M, Sainz J. Type 2 diabetes-related variants influence the risk of developing multiple myeloma: results from the IMMEnSE consortium. Endocr Relat Cancer 2015; 22:545-59. [PMID: 26099684 DOI: 10.1530/erc-15-0029] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/15/2015] [Indexed: 12/18/2022]
Abstract
Type 2 diabetes (T2D) has been suggested to be a risk factor for multiple myeloma (MM), but the relationship between the two traits is still not well understood. The aims of this study were to evaluate whether 58 genome-wide-association-studies (GWAS)-identified common variants for T2D influence the risk of developing MM and to determine whether predictive models built with these variants might help to predict the disease risk. We conducted a case-control study including 1420 MM patients and 1858 controls ascertained through the International Multiple Myeloma (IMMEnSE) consortium. Subjects carrying the KCNQ1rs2237892T allele or the CDKN2A-2Brs2383208G/G, IGF1rs35767T/T and MADDrs7944584T/T genotypes had a significantly increased risk of MM (odds ratio (OR)=1.32-2.13) whereas those carrying the KCNJ11rs5215C, KCNJ11rs5219T and THADArs7578597C alleles or the FTOrs8050136A/A and LTArs1041981C/C genotypes showed a significantly decreased risk of developing the disease (OR=0.76-0.85). Interestingly, a prediction model including those T2D-related variants associated with the risk of MM showed a significantly improved discriminatory ability to predict the disease when compared to a model without genetic information (area under the curve (AUC)=0.645 vs AUC=0.629; P=4.05×10(-) (06)). A gender-stratified analysis also revealed a significant gender effect modification for ADAM30rs2641348 and NOTCH2rs10923931 variants (Pinteraction=0.001 and 0.0004, respectively). Men carrying the ADAM30rs2641348C and NOTCH2rs10923931T alleles had a significantly decreased risk of MM whereas an opposite but not significant effect was observed in women (ORM=0.71 and ORM=0.66 vs ORW=1.22 and ORW=1.15, respectively). These results suggest that TD2-related variants may influence the risk of developing MM and their genotyping might help to improve MM risk prediction models.
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Affiliation(s)
- Rafael Ríos
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
| | - Carmen Belén Lupiañez
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
| | - Daniele Campa
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
| | - Alessandro Martino
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Joaquin Martínez-López
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Manuel Martínez-Bueno
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Judit Varkonyi
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Ramón García-Sanz
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Krzysztof Jamroziak
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Charles Dumontet
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Andrés Jerez Cayuela
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Marzena Wętek
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Stephano Landi
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Anna Maria Rossi
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Fabienne Lesueur
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Rui Manuel Reis
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
| | - Victor Moreno
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Herlander Marques
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
| | - Artur Jurczyszyn
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Vibeke Andersen
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
| | - Ulla Vogel
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Gabriele Buda
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Enrico Orciuolo
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Svend E H Jacobsen
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Mario Petrini
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Annette J Vangsted
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Federica Gemignani
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Federico Canzian
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark
| | - Manuel Jurado
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
| | - Juan Sainz
- Genomic Oncology AreaGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS, Granada, 18016 Granada, SpainHematology DepartmentVirgen de las Nieves University Hospital, Granada, SpainGenomic Epidemiology GroupGerman Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of BiologyUniversity of Pisa, Pisa, ItalyDepartment of HematologyHospital Universitario Doce de Octubre, Madrid, SpainArea of Genomic MedicineGENYO, Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, SpainSemmelweis UniversityBudapest, HungaryHaematology DepartmentUniversity Hospital of Salamanca and IBSAL, Salamanca, SpainMedical University of LodzLodz, PolandINSERM UMR 1052/CNRS 5286Université Claude Bernard Lyon I, Lyon, FranceMorales Meseguer General University HospitalMurcia, SpainHaematoloy ClinikHolly Cross Cancer Center, Kielce, PolandINSERMU900, Genetic Epidemiology of Cancers team, Institut Curie, Mines ParisTech, Paris, FranceLife and Health Sciences Research Institute (ICVS)School of Health Sciences, University of Minho, Braga, PortugalICVS/3B's - PT Government Associate LaboratoryBraga/Guimarães, PortugalMolecular Oncology Research CenterBarretos Cancer Hospital, Barretos, BrazilIDIBELL - Catalan Institute of OncologyUniversity of Barcelona, Barcelona 08907, SpainDepartment of HematologyCracow University Hospital, Cracow, PolandOrgan CenterHospital of Southern Jutland, DK-6200 Aabenraa, DenmarkFaculty of Health SciencesInstitute of Regional Health Research, University of Southern Denmark, DK-5000 Odense C, DenmarkUO HematologyDepartment of Internal and Experimental Medicine, University of Pisa, Pisa, ItalyClinic of Biochemistry and ImmunologyLaboratory Center, Hospital of Southern Jutland, Aabenraa, DenmarkDepartment of HaematologyRigshospitalet and Roskilde Hospital, Copenhagen University, Copenhagen, Denmark Genomic Oncology AreaGENYO, Cen
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Wang ES, Wetzler M. An Oncologist’s Perspective on Metformin Use and Acute Lymphoblastic Leukemia Outcomes. J Pharm Pract 2015; 28:46-7. [DOI: 10.1177/0897190014557627] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Eunice S. Wang
- Leukemia Section, Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Meir Wetzler
- Leukemia Section, Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY, USA
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Solomon Zemler R, Weingarten G, Sarfstein R, Laron Z, Werner H, Wertheimer E. Insulin analogues display atypical differentiative activities in skin keratinocytes. Arch Physiol Biochem 2015; 121:32-9. [PMID: 25897878 DOI: 10.3109/13813455.2014.1001856] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND We have previously shown that both insulin and IGF1 lead to increased proliferation of keratinocytes. However, whereas insulin supports keratinocytes differentiation, IGF1 inhibits this process. The aim of the present study was to examine the proliferative and differentiative effects of insulin analogues (glargine, detemir, lispro and aspart) in primary keratinocytes in comparison with insulin and IGF1. METHODS Primary keratinocytes cultures were produced from newborn BALB/c mice skin. Proliferation rates were assessed by [(3)H]-thymidine incorporation and XTT assays and differentiation was evaluated by Western blots analysis. Insulin receptor and IGF1 receptor phosphorylation was assessed by immunoprecipitation assays. RESULTS Treatment with glargine or detemir resulted in an insulin-like effect on the differentiation process whereas lispro and aspart treatment led to an IGF1-like effect. In addition, treatment of keratinocytes with aspart led to a rapid phosphorylation of the IGF1 receptor. CONCLUSIONS Our study provides evidence that insulin analogues elicit atypical actions in the skin.
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Zhang BH, Wang J, Xue HM, Chen C. Impact of Chemotherapy-Related Hyperglycemia on Prognosis of Child Acute Lymphocytic Leukemia. Asian Pac J Cancer Prev 2014; 15:8855-9. [DOI: 10.7314/apjcp.2014.15.20.8855] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Villalba M, Lopez-Royuela N, Krzywinska E, Rathore MG, Hipskind RA, Haouas H, Allende-Vega N. Chemical metabolic inhibitors for the treatment of blood-borne cancers. Anticancer Agents Med Chem 2014; 14:223-32. [PMID: 24237221 DOI: 10.2174/18715206113136660374] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Revised: 03/20/2013] [Accepted: 10/07/2013] [Indexed: 12/16/2022]
Abstract
Tumor cells, including leukemic cells, remodel their bioenergetic system in favor of aerobic glycolysis. This process is called "the Warburg effect" and offers an attractive pharmacological target to preferentially eliminate malignant cells. In addition, recent results show that metabolic changes can be linked to tumor immune evasion. Mouse models demonstrate the importance of this metabolic remodeling in leukemogenesis. Some leukemias, although treatable, remain incurable and resistance to chemotherapy produces an elevated percentage of relapse in most leukemia cases. Several groups have targeted the specific metabolism of leukemia cells in preclinical and clinical studies to improve the prognosis of these patients, i.e. using L-asparaginase to treat pediatric acute lymphocytic leukemia (ALL). Additional metabolic drugs that are currently being used to treat other diseases or tumors could also be exploited for leukemia, based on preclinical studies. Finally, we discuss the potential use of several metabolic drugs in combination therapies, including immunomodulatory drugs (IMiDs) or immune cell-based therapies, to increase their efficacy and reduce side effects in the treatment of hematological cancers.
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Affiliation(s)
| | | | | | | | | | | | - Nerea Allende-Vega
- INSERM U1040, Institut de Recherche en Biothérapie, 80, avenue Augustin Fliche. 34295 Montpellier Cedex 5, France.
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Karmali R, Dalovisio A, Borgia JA, Venugopal P, Kim BW, Grant-Szymanski K, Hari P, Lazarus H. All in the family: Clueing into the link between metabolic syndrome and hematologic malignancies. Blood Rev 2014; 29:71-80. [PMID: 25433571 DOI: 10.1016/j.blre.2014.09.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Revised: 09/11/2014] [Accepted: 09/18/2014] [Indexed: 10/24/2022]
Abstract
Metabolic syndrome constitutes a constellation of findings including central obesity, insulin resistance/type 2 diabetes mellitus (DM), dyslipidemia and hypertension. Metabolic syndrome affects 1 in 4 adults in the United States and is rapidly rising in prevalence, largely driven by the dramatic rise in obesity and insulin resistance/DM. Being central to the development of metabolic syndrome and its other related diseases, much focus has been placed on identifying the mitogenic effects of obesity and insulin resistance/DM as mechanistic clues of the link between metabolic syndrome and cancer. Pertinent mechanisms identified include altered lipid signaling, adipokine and inflammatory cytokine effects, and activation of PI3K/Akt/mTOR and RAS/RAF/MAPK/ERK pathways via dysregulated insulin/insulin-like growth factor-1 (IGF-1) signaling. Through variable activation of these multiple pathways, obesity and insulin resistance/DM pre-dispose to hematologic malignancies, imposing the aggressive and chemo-resistant phenotypes typically seen in cancer patients with underlying metabolic syndrome. Growing understanding of these pathways has identified druggable cancer targets, rationalizing the development and testing of agents like PI3K inhibitor idelalisib, mTOR inhibitors everolimus and temsirolimus, and IGF-1 receptor inhibitor linsitinib. It has also led to exploration of obesity and diabetes-directed therapies including statins and oral hypoglycemic for the management of metabolic syndrome-related hematologic neoplasms.
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Affiliation(s)
- Reem Karmali
- Division of Hematology, Oncology and Cell Therapy, Rush University Medical Center, 1725 W Harrison Street, Suite 809, Chicago, IL 60612, United States.
| | - Andrew Dalovisio
- Division of Hematology, Oncology and Cell Therapy, Rush University Medical Center, 1725 W Harrison Street, Suite 809, Chicago, IL 60612, United States.
| | - Jeffrey A Borgia
- Department of Pathology, Rush Proteomics and Biomarker Development Core, Rush University Medical Center, 1735 W Harrison Street, Suite 554, Chicago, IL 60612, United States; Department of Biochemistry, Rush Proteomics and Biomarker Development Core, Rush University Medical Center, 1735 W Harrison Street, Suite 554, Chicago, IL 60612, United States.
| | - Parameswaran Venugopal
- Division of Hematology, Oncology and Cell Therapy, Rush University Medical Center, 1725 W Harrison Street, Suite 809, Chicago, IL 60612, United States.
| | - Brian W Kim
- Division of Endocrinology, Rush University Medical Center, Cohn Building Room 226, 1735 W Harrison Street, Chicago, IL 60612, United States.
| | - Kelly Grant-Szymanski
- Division of Hematology, Oncology and Cell Therapy, Rush University Medical Center, 1725 W Harrison Street, Suite 809, Chicago, IL 60612, United States.
| | - Parameswaran Hari
- Medical College of Wisconsin, 9200 W. Wisconsin Ave., Clinical Cancer Center, Milwaukee, WI 53226, United States.
| | - Hillard Lazarus
- Case Western Reserve University, Novel Cell Therapy, 11100 Euclid Ave., Wearn Bldg. Room 341, Cleveland, OH 44106-5089, United States.
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31
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Fuentes-Mattei E, Velazquez-Torres G, Phan L, Zhang F, Chou PC, Shin JH, Choi HH, Chen JS, Zhao R, Chen J, Gully C, Carlock C, Qi Y, Zhang Y, Wu Y, Esteva FJ, Luo Y, McKeehan WL, Ensor J, Hortobagyi GN, Pusztai L, Fraser Symmans W, Lee MH, Yeung SCJ. Effects of obesity on transcriptomic changes and cancer hallmarks in estrogen receptor-positive breast cancer. J Natl Cancer Inst 2014; 106:dju158. [PMID: 24957076 PMCID: PMC4110474 DOI: 10.1093/jnci/dju158] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Background Obesity increases the risk of cancer death among postmenopausal women with estrogen receptor–positive (ER+) breast cancer, but the direct evidence for the mechanisms is lacking. The purpose of this study is to demonstrate direct evidence for the mechanisms mediating this epidemiologic phenomenon. Methods We analyzed transcriptomic profiles of pretreatment biopsies from a prospective cohort of 137 ER+ breast cancer patients. We generated transgenic (MMTV-TGFα;Ay/a) and orthotopic/syngeneic (Ay/a) obese mouse models to investigate the effect of obesity on tumorigenesis and tumor progression and to determine biological mechanisms using whole-genome transcriptome microarrays and protein analyses. We used a coculture system to examine the impact of adipocytes/adipokines on breast cancer cell proliferation. All statistical tests were two-sided. Results Functional transcriptomic analysis of patients revealed the association of obesity with 59 biological functional changes (P < .05) linked to cancer hallmarks. Gene enrichment analysis revealed enrichment of AKT-target genes (P = .04) and epithelial–mesenchymal transition genes (P = .03) in patients. Our obese mouse models demonstrated activation of the AKT/mTOR pathway in obesity-accelerated mammary tumor growth (3.7- to 7.0-fold; P < .001; n = 6–7 mice per group). Metformin or everolimus can suppress obesity-induced secretion of adipokines and breast tumor formation and growth (0.5-fold, P = .04; 0.3-fold, P < .001, respectively; n = 6–8 mice per group). The coculture model revealed that adipocyte-secreted adipokines (eg, TIMP-1) regulate adipocyte-induced breast cancer cell proliferation and invasion. Metformin suppress adipocyte-induced cell proliferation and adipocyte-secreted adipokines in vitro. Conclusions Adipokine secretion and AKT/mTOR activation play important roles in obesity-accelerated breast cancer aggressiveness in addition to hyperinsulinemia, estrogen signaling, and inflammation. Metformin and everolimus have potential for therapeutic interventions of ER+ breast cancer patients with obesity.
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Affiliation(s)
- Enrique Fuentes-Mattei
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Guermarie Velazquez-Torres
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Liem Phan
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Fanmao Zhang
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Ping-Chieh Chou
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Ji-Hyun Shin
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Hyun Ho Choi
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Jiun-Sheng Chen
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Ruiying Zhao
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Jian Chen
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Chris Gully
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Colin Carlock
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Yuan Qi
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Ya Zhang
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Yun Wu
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Francisco J Esteva
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Yongde Luo
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Wallace L McKeehan
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Joe Ensor
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Gabriel N Hortobagyi
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Lajos Pusztai
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - W Fraser Symmans
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Mong-Hong Lee
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu)
| | - Sai-Ching Jim Yeung
- Affiliations of authors: University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX (GV-T, LPh, FZ, P-CC, J-HS, HHC, CG, CC, FJE, M-HL, S-CJY); Cancer Biology Graduate Program (GV-T, P-CC, J-HS, HHC, CC, M-HL), Genes and Development Graduate Program (CG, M-HL); Department of Molecular and Cellular Oncology (EF-M, GV-T, LPh, FZ, P-CC, J-HS, HHC, RZ, JC, CG, CC, FJE, M-HL), Department of Breast Medical Oncology (FJE, GNH, LPu); Department of Biostatistics (JE), Department of Bioinformatics and Computational Biology (YQ); Department of Pathology (YZ, YW, WFS); Department of Emergency Medicine (J-SC, S-CJY), and Department of Endocrine Neoplasia and Hormonal Disorders (S-CJY), The University of Texas MD Anderson Cancer Center, Houston, TX; Center for Cancer & Stem Cell Biology, Institute of Biosciences and Technology, Texas A&M Health Science Center, Houston, TX (YL, WLM); Present address: Breast Cancer Program, Yale Cancer Center, New Haven, CT (LPu).
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Wu W, Merriman K, Nabaah A, Seval N, Seval D, Lin H, Wang M, Qazilbash MH, Baladandayuthapani V, Berry D, Orlowski RZ, Lee MH, Yeung SCJ. The association of diabetes and anti-diabetic medications with clinical outcomes in multiple myeloma. Br J Cancer 2014; 111:628-36. [PMID: 24921909 PMCID: PMC4119980 DOI: 10.1038/bjc.2014.307] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Revised: 05/10/2014] [Accepted: 05/12/2014] [Indexed: 12/15/2022] Open
Abstract
Background: Insulin/insulin-like growth factor-1 signalling may underlie the promoting effect of type 2 diabetes on cancer. This study examined the association of diabetes, including steroid-induced diabetes (SID), and the impact of anti-diabetic medication on clinical outcomes of multiple myeloma (MM). Methods: A retrospective review was conducted of 1240 MM patients. Overall survival (OS) and MM disease status prior to death were analysed. Results: Diabetic patients had a significantly shorter OS than non-diabetic patients (median: 65.4 vs 98.7 months). In multivariate analysis, SID was a significant predictor of decreased OS, along with age, comorbidity, MM stage, and cytogenetic abnormalities. Analyzing only the diabetic MM patients, Cox regression showed that metformin predicted an increased OS, whereas use of insulin/analogues predicted a decreased OS. Competing risk analysis showed that DM was associated with increased cumulative incidence of death with progressive MM. Among the diabetics, multivariate regression showed that insulin/analogues were associated with increased, but metformin with decreased death with progressive MM. Potential immortal time bias was evaluated by landmark analyses. Conclusions: DM, SID in particular, is associated with poor clinical outcomes in MM. Insulin/analogues are associated with poor outcomes, whereas metformin is associated with improved outcomes. No conclusion about causal relationships can be made at this time. Managing hyperglycaemia with non-insulin regimens should be investigated in randomised trials.
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Affiliation(s)
- W Wu
- 1] Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA [2] Zhongshan Hospital, Xiamen University, Xiamen, Fujian, People's Republic of China
| | - K Merriman
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - A Nabaah
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - N Seval
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - D Seval
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - H Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - M Wang
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - M H Qazilbash
- Department of Stem Cell Transplantation, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - V Baladandayuthapani
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - D Berry
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - R Z Orlowski
- 1] Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, USA [2] Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - M-H Lee
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - S-C J Yeung
- 1] Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA [2] Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Metformin: a metabolic disruptor and anti-diabetic drug to target human leukemia. Cancer Lett 2014; 346:188-96. [PMID: 24462823 DOI: 10.1016/j.canlet.2014.01.006] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Revised: 01/14/2014] [Accepted: 01/15/2014] [Indexed: 12/15/2022]
Abstract
There is a global and urgent need for expanding our current therapeutical arsenal against leukemia in order to improve their actual cure rates and fight relapse. Targeting the reprogrammed, altered cancer metabolism is an emerging strategy which should profoundly affect cancer cells in their intimate and irrepressible needs and addictions for nutrients uptake and incorporation into the biomass during malignant proliferation. We present here how metformin, an anti-diabetic drug that has attracted a strong interest for its recently discovered anti-cancer properties, can be envisioned as a new adjuvant approach to treat leukemia. Metformin may have a double-edged sword effect (i) by acting on the organism to decrease hyperglycaemia and hyperinsulinemia in diabetic patients and (ii) at the cellular level, by inhibiting the mTORC1-cancer supporting pathway through AMPK-dependent and independent mechanisms.
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Zhao H, Halicka HD, Li J, Darzynkiewicz Z. Berberine suppresses gero-conversion from cell cycle arrest to senescence. Aging (Albany NY) 2013; 5:623-36. [PMID: 23974852 PMCID: PMC3796215 DOI: 10.18632/aging.100593] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Accepted: 08/20/2013] [Indexed: 01/05/2023]
Abstract
Berberine (BRB), a natural alkaloid, has a long history of medicinal use in both Ayurvedic and old Chinese medicine. Recently, available as a dietary supplement, Berberine is reported to have application in treatment of variety diseases. Previously we observed that BRB inhibited mTOR/S6 signaling concurrently with reduction of the level of endogenous oxidants and constitutive DNA damage response. We currently tested whether Berberine can affect premature, stress-induced cellular senescence caused by mitoxantrone. The depth of senescence was quantitatively measured by morphometric parameters, senescence-associated β-galactosidase, induction of p21WAF1, replication stress (γH2AX expression), and mTOR signaling; the latter revealed by ribosomal S6 protein (rpS6) phosphorylation. All these markers of senescence were distinctly diminished, in a concentration-dependent manner, by Berberine. In view of the evidence that BRB localizes in mitochondria, inhibits respiratory electron chain and activates AMPK, the observed attenuation of the replication stress-induced cellular senescence most likely is mediated by AMPK that leads to inhibition of mTOR signaling. In support of this mechanism is the observation that rhodamine123, the cationic probe targeting mitochondrial electron chain, also suppressed rpS6 phosphorylation. The present findings reveal that: (a) in cells induced to senescence BRB exhibits gero-suppressive properties by means of mTOR/S6 inhibition; (b) in parallel, BRB reduces the level of constitutive DNA damage response, previously shown to report oxidative DNA damage by endogenous ROS; (c) there appears to a causal linkage between the (a) and (b) activities; (d) the in vitro model of premature stress-induced senescence can be used to assess effectiveness of potential gero-suppressive agents targeting mTOR/S6 and ROS signaling; (e) since most of the reported beneficial effects of BRB are in age-relate diseases, it is likely that gero-suppression is the primary activity of this traditional medicine.
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Affiliation(s)
- Hong Zhao
- Brander Cancer Research Institute and Department of Pathology, New York Medical College, Valhalla, NY 10595, USA
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Abstract
The growing epidemic of obesity has resulted in a large increase in multiple related diseases. Recent evidence has strengthened the proposed synergistic relationship between obesity-related insulin resistance (IR) and/or diabetes mellitus (DM) and cancer. Within the past year, many studies have examined this relationship. Although the precise mechanisms and pathways are uncertain, it is becoming clear that hyperinsulinemia and possibly sustained hyperglycemia are important regulators of not only the development of cancer but also of treatment outcome. Further, clinical decision-making regarding the treatment of choice for DM will likely be impacted as we learn more about the non-metabolic effects of the available hyperglycemic agents. In our review, we endeavored to synthesize the recent literature and provide a concise view of the journey from macro-level clinical associations to specific mechanistic relationships being elucidated in cell lines and animal models.
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Affiliation(s)
- Etan Orgel
- Jonathan Jaques Children’s Cancer Center, Keck School of Medicine, University of Southern California, Miller Children’s Hospital, 2801 Atlantic Avenue, Long Beach, CA 90806, 562-933-8600 phone
| | - Steven D. Mittelman
- Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, 4650 Sunset Blvd., MS #93, Los Angeles, CA 90027, 323-361-7653 phone
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Emami Riedmaier A, Fisel P, Nies AT, Schaeffeler E, Schwab M. Metformin and cancer: from the old medicine cabinet to pharmacological pitfalls and prospects. Trends Pharmacol Sci 2012; 34:126-35. [PMID: 23277337 DOI: 10.1016/j.tips.2012.11.005] [Citation(s) in RCA: 126] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2012] [Revised: 11/19/2012] [Accepted: 11/26/2012] [Indexed: 12/21/2022]
Abstract
Metformin is a biguanide derivative used in the treatment of type II diabetes (T2D) and one of the world's most widely prescribed drugs. Owing to its safety profile, it has been recently promoted for a range of other indications, particularly for its role in cancer prevention. There is evidence from studies in diabetic cohorts, as well as laboratory studies, that the action of metformin depends on a balance between the concentration and duration of exposure, which depends crucially on cell- and tissue-specific pharmacological factors. Mechanistic studies have revealed the involvement of increasingly complex pathways. Yet, there are several missing links regarding the role of drug transporters and drug-drug interactions, as well as the expression levels of transporters in normal versus tumor tissues, which may affect patient exposure and dosing when metformin is used in cancer prevention. This review highlights the current knowledge on metformin action and pharmacology, including novel insights into genomic factors, with a specific focus on cancer prevention. Furthermore, future challenges that may influence therapeutic outcome will be discussed.
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