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Zhang Y, Wei Z, Xu H, Wang X, Gu T, Dong H, Chang H, Pang L. Identification of miR-451 target genes as prognostic markers in diffuse large B-cell lymphoma. Expert Rev Hematol 2024:1-12. [PMID: 39494860 DOI: 10.1080/17474086.2024.2422019] [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: 05/07/2024] [Accepted: 10/07/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND B-cell lymphoma, a diverse malignancy, is intricately regulated by multiple factors. MicroRNAs (miRNAs) have been demonstrated to be important regulators of the initiation and progression of human B-cell lymphoma, but their functions need to be further explored. RESEARCH DESIGN AND METHODS Two B-cell lymphoma cell lines, Romas and HBL-1, were engineered to overexpress miR-451, with cell proliferation assessed via cell counting assays. Flow cytometry was used to study the effects of miR-451 on cell cycle and apoptosis. Bioinformatics analyses were performed using GEO datasets (GSE181063, GSE32918, GSE56315) to identify DEGs, and potential miR-451 target genes were predicted using tools like ENCORI, TargetScan, and R packages. A risk model for DLBCL prognosis was developed using Cox and LASSO regression. qRT-PCR validated the expression of these target genes. RESULTS This study revealed that miR-451 inhibited cell proliferation, arrested the cell cycle, and induced apoptosis in human DLBCL cell lines. Bioinformatics analysis identified 9 target genes (MMP9, AQP9, RIN2, EOMES, LCP2, SELPLG, MAL, SOCS5, S1PR3) significantly associated with DLBCL prognosis, suggesting a potential mechanism by which miR-451 suppresses DLBCL development. CONCLUSIONS Our study indicates that a specific set of miR-451 target genes may significantly influence DLBCL patient outcomes.
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Affiliation(s)
- Yi Zhang
- Department of Gastroenterology, The Affiliated Hospital of Yangzhou University, Yangzhou, Jiangsu, China
- Department of Clinical Pharmacy, The People's Hospital of Jiaozuo, Jiaozuo, Henan, China
| | - Zichen Wei
- Jiangsu Key Laboratory of Experimental & Translational Non-coding RNA Research, Yangzhou University Medical College, Yangzhou, Jiangsu, China
| | - Han Xu
- Department of Gastroenterology, The Affiliated Hospital of Yangzhou University, Yangzhou, Jiangsu, China
| | - Xin Wang
- Jiangsu Key Laboratory of Experimental & Translational Non-coding RNA Research, Yangzhou University Medical College, Yangzhou, Jiangsu, China
| | - Ting Gu
- Jiangsu Key Laboratory of Experimental & Translational Non-coding RNA Research, Yangzhou University Medical College, Yangzhou, Jiangsu, China
| | - Hongliang Dong
- Department of Clinical Pharmacy, The People's Hospital of Jiaozuo, Jiaozuo, Henan, China
| | - Hongzhuan Chang
- Department of Clinical Pharmacy, The People's Hospital of Jiaozuo, Jiaozuo, Henan, China
| | - Lei Pang
- Department of Gastroenterology, The Affiliated Hospital of Yangzhou University, Yangzhou, Jiangsu, China
- Jiangsu Key Laboratory of Experimental & Translational Non-coding RNA Research, Yangzhou University Medical College, Yangzhou, Jiangsu, China
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Matuskova H, Porschen LT, Matthes F, Lindgren AG, Petzold GC, Meissner A. Spatiotemporal sphingosine-1-phosphate receptor 3 expression within the cerebral vasculature after ischemic stroke. iScience 2024; 27:110031. [PMID: 38868192 PMCID: PMC11167442 DOI: 10.1016/j.isci.2024.110031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 03/29/2024] [Accepted: 05/16/2024] [Indexed: 06/14/2024] Open
Abstract
Sphingosine-1-phosphate receptors (S1PRs) are promising therapeutic targets in cardiovascular disease, including ischemic stroke. However, important spatiotemporal information for alterations of S1PR expression is lacking. Here, we investigated the role of S1PR3 in ischemic stroke in rodent models and patient samples. We show that S1PR3 is acutely upregulated in perilesional reactive astrocytes after stroke, and that stroke volume and behavioral deficits are improved in mice lacking S1PR3. Further, we find that administration of an S1PR3 antagonist at 4-h post-stroke, but not at later timepoints, improves stroke outcome. Lastly, we observed higher plasma S1PR3 concentrations in experimental stroke and in patients with ischemic stroke. Together, our results establish S1PR3 as a potential drug target and biomarker in ischemic stroke.
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Affiliation(s)
- Hana Matuskova
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden
- Wallenberg Centre for Molecular Medicine, Lund University, 221 84 Lund, Sweden
- Division of Vascular Neurology, University Hospital Bonn, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Lisa T. Porschen
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden
- Wallenberg Centre for Molecular Medicine, Lund University, 221 84 Lund, Sweden
- Department of Physiology, Institute of Theoretical Medicine, Medical Faculty, University of Augsburg, Augsburg, Germany
| | - Frank Matthes
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden
- Wallenberg Centre for Molecular Medicine, Lund University, 221 84 Lund, Sweden
- Department of Physiology, Institute of Theoretical Medicine, Medical Faculty, University of Augsburg, Augsburg, Germany
| | - Arne G. Lindgren
- Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
- Department of Neurology, Rehabilitation Medicine, Memory Disorders and Geriatrics, Skåne University Hospital, Lund, Sweden
| | - Gabor C. Petzold
- Division of Vascular Neurology, University Hospital Bonn, 53127 Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
| | - Anja Meissner
- Department of Experimental Medical Sciences, Lund University, 221 84 Lund, Sweden
- Wallenberg Centre for Molecular Medicine, Lund University, 221 84 Lund, Sweden
- German Center for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany
- Department of Physiology, Institute of Theoretical Medicine, Medical Faculty, University of Augsburg, Augsburg, Germany
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3
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Sukocheva OA, Neganova ME, Aleksandrova Y, Burcher JT, Chugunova E, Fan R, Tse E, Sethi G, Bishayee A, Liu J. Signaling controversy and future therapeutical perspectives of targeting sphingolipid network in cancer immune editing and resistance to tumor necrosis factor-α immunotherapy. Cell Commun Signal 2024; 22:251. [PMID: 38698424 PMCID: PMC11064425 DOI: 10.1186/s12964-024-01626-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 04/21/2024] [Indexed: 05/05/2024] Open
Abstract
Anticancer immune surveillance and immunotherapies trigger activation of cytotoxic cytokine signaling, including tumor necrosis factor-α (TNF-α) and TNF-related apoptosis-inducing ligand (TRAIL) pathways. The pro-inflammatory cytokine TNF-α may be secreted by stromal cells, tumor-associated macrophages, and by cancer cells, indicating a prominent role in the tumor microenvironment (TME). However, tumors manage to adapt, escape immune surveillance, and ultimately develop resistance to the cytotoxic effects of TNF-α. The mechanisms by which cancer cells evade host immunity is a central topic of current cancer research. Resistance to TNF-α is mediated by diverse molecular mechanisms, such as mutation or downregulation of TNF/TRAIL receptors, as well as activation of anti-apoptotic enzymes and transcription factors. TNF-α signaling is also mediated by sphingosine kinases (SphK1 and SphK2), which are responsible for synthesis of the growth-stimulating phospholipid, sphingosine-1-phosphate (S1P). Multiple studies have demonstrated the crucial role of S1P and its transmembrane receptors (S1PR) in both the regulation of inflammatory responses and progression of cancer. Considering that the SphK/S1P/S1PR axis mediates cancer resistance, this sphingolipid signaling pathway is of mechanistic significance when considering immunotherapy-resistant malignancies. However, the exact mechanism by which sphingolipids contribute to the evasion of immune surveillance and abrogation of TNF-α-induced apoptosis remains largely unclear. This study reviews mechanisms of TNF-α-resistance in cancer cells, with emphasis on the pro-survival and immunomodulatory effects of sphingolipids. Inhibition of SphK/S1P-linked pro-survival branch may facilitate reactivation of the pro-apoptotic TNF superfamily effects, although the role of SphK/S1P inhibitors in the regulation of the TME and lymphocyte trafficking should be thoroughly assessed in future studies.
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Affiliation(s)
- Olga A Sukocheva
- Department of Hepatology, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia.
| | - Margarita E Neganova
- Institute of Physiologically Active Compounds at Federal Research Center of Problems of Chemical Physics and Medicinal Chemistry, Russian Academy of Sciences, Chernogolovka, 142432, Russian Federation
- Arbuzov Institute of Organic and Physical Chemistry, Federal Research Center, Kazan Scientific Center, Russian Academy of Sciences, Kazan, 420088, Russian Federation
| | - Yulia Aleksandrova
- Institute of Physiologically Active Compounds at Federal Research Center of Problems of Chemical Physics and Medicinal Chemistry, Russian Academy of Sciences, Chernogolovka, 142432, Russian Federation
- Arbuzov Institute of Organic and Physical Chemistry, Federal Research Center, Kazan Scientific Center, Russian Academy of Sciences, Kazan, 420088, Russian Federation
| | - Jack T Burcher
- College of Osteopathic Medicine, Lake Erie College of Osteopathic Medicine, Bradenton, FL, 34211, USA
| | - Elena Chugunova
- Arbuzov Institute of Organic and Physical Chemistry, Federal Research Center, Kazan Scientific Center, Russian Academy of Sciences, Kazan, 420088, Russian Federation
| | - Ruitai Fan
- Department of Radiation Oncology, Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Edmund Tse
- Department of Hepatology, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117600, Singapore
| | - Anupam Bishayee
- College of Osteopathic Medicine, Lake Erie College of Osteopathic Medicine, Bradenton, FL, 34211, USA.
| | - Junqi Liu
- Department of Radiation Oncology, Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
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Amoah AS, Pestov NB, Korneenko TV, Prokhorenko IA, Kurakin GF, Barlev NA. Lipoxygenases at the Intersection of Infection and Carcinogenesis. Int J Mol Sci 2024; 25:3961. [PMID: 38612771 PMCID: PMC11011848 DOI: 10.3390/ijms25073961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/08/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
The persisting presence of opportunistic pathogens like Pseudomonas aeruginosa poses a significant threat to many immunocompromised cancer patients with pulmonary infections. This review highlights the complexity of interactions in the host's defensive eicosanoid signaling network and its hijacking by pathogenic bacteria to their own advantage. Human lipoxygenases (ALOXs) and their mouse counterparts are integral elements of the innate immune system, mostly operating in the pro-inflammatory mode. Taking into account the indispensable role of inflammation in carcinogenesis, lipoxygenases have counteracting roles in this process. In addition to describing the structure-function of lipoxygenases in this review, we discuss their roles in such critical processes as cancer cell signaling, metastases, death of cancer and immune cells through ferroptosis, as well as the roles of ALOXs in carcinogenesis promoted by pathogenic infections. Finally, we discuss perspectives of novel oncotherapeutic approaches to harness lipoxygenase signaling in tumors.
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Affiliation(s)
- Abdul-Saleem Amoah
- Institute of Biomedical Chemistry, Moscow 119121, Russia; (A.-S.A.); (N.A.B.)
- Laboratory of Molecular Oncology, Phystech School of Biological and Medical Physics, Moscow Institute of Physics and Technology, Dolgoprudny 141701, Russia
| | - Nikolay B. Pestov
- Institute of Biomedical Chemistry, Moscow 119121, Russia; (A.-S.A.); (N.A.B.)
- Group of Cross-Linking Enzymes, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia; (T.V.K.); (I.A.P.)
- Laboratory of Tick-Borne Encephalitis and Other Viral Encephalitides, Chumakov Federal Scientific Center for Research and Development of Immune-and-Biological Products, Moscow 108819, Russia
- Vavilov Institute of General Genetics, Moscow 119991, Russia
| | - Tatyana V. Korneenko
- Group of Cross-Linking Enzymes, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia; (T.V.K.); (I.A.P.)
| | - Igor A. Prokhorenko
- Group of Cross-Linking Enzymes, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia; (T.V.K.); (I.A.P.)
| | - Georgy F. Kurakin
- Department of Biochemistry, Pirogov Russian National Research Medical University, Moscow 117513, Russia;
| | - Nickolai A. Barlev
- Institute of Biomedical Chemistry, Moscow 119121, Russia; (A.-S.A.); (N.A.B.)
- Laboratory of Tick-Borne Encephalitis and Other Viral Encephalitides, Chumakov Federal Scientific Center for Research and Development of Immune-and-Biological Products, Moscow 108819, Russia
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Shang J, Hu S, Wang X. Targeting natural killer cells: from basic biology to clinical application in hematologic malignancies. Exp Hematol Oncol 2024; 13:21. [PMID: 38396050 PMCID: PMC10885621 DOI: 10.1186/s40164-024-00481-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 01/18/2024] [Indexed: 02/25/2024] Open
Abstract
Natural killer (NK) cell belongs to innate lymphoid cell family that contributes to host immunosurveillance and defense without pre-immunization. Emerging studies have sought to understand the underlying mechanism behind NK cell dysfunction in tumor environments, and provide numerous novel therapeutic targets for tumor treatment. Strategies to enhance functional activities of NK cell have exhibited promising efficacy and favorable tolerance in clinical treatment of tumor patients, such as immune checkpoint blockade (ICB), chimeric antigen receptor NK (CAR-NK) cell, and bi/trispecific killer cell engager (BiKE/TriKE). Immunotherapy targeting NK cell provides remarkable advantages compared to T cell therapy, including a decreased rate of graft versus-host disease (GvHD) and neurotoxicity. Nevertheless, advanced details on how to support the maintenance and function of NK cell to obtain better response rate and longer duration still remain to be elucidated. This review systematically summarizes the profound role of NK cells in tumor development, highlights up-to-date advances and current challenges of therapy targeting NK cell in the clinical treatment of hematologic malignancies.
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Affiliation(s)
- Juanjuan Shang
- Department of Hematology, Shandong Provincial Hospital, Shandong University, No.324, Jingwu Road, Jinan, 250021, Shandong, China
| | - Shunfeng Hu
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.
| | - Xin Wang
- Department of Hematology, Shandong Provincial Hospital, Shandong University, No.324, Jingwu Road, Jinan, 250021, Shandong, China.
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.
- Taishan Scholars Program of Shandong Province, Jinan, 250021, Shandong, China.
- Branch of National Clinical Research Center for Hematologic Diseases, Jinan, 250021, Shandong, China.
- National Clinical Research Center for Hematologic Diseases, the First Affiliated Hospital of Soochow University, Suzhou, 251006, China.
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6
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Perry TA, Masand N, Vrzalikova K, Pugh M, Wei W, Hollows R, Bouchalova K, Nohtani M, Fennell E, Bouchal J, Kearns P, Murray PG. The Oncogenic Lipid Sphingosine-1-Phosphate Impedes the Phagocytosis of Tumor Cells by M1 Macrophages in Diffuse Large B Cell Lymphoma. Cancers (Basel) 2024; 16:574. [PMID: 38339325 PMCID: PMC10854869 DOI: 10.3390/cancers16030574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 01/21/2024] [Accepted: 01/25/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND A total of 30-40% of diffuse large B cell lymphoma (DLBCL) patients will either not respond to the standard therapy or their disease will recur. The first-line treatment for DLBCL is rituximab and combination chemotherapy. This treatment involves the chemotherapy-induced recruitment of tumor-associated macrophages that recognize and kill rituximab-opsonized DLBCL cells. However, we lack insights into the factors responsible for the recruitment and functionality of macrophages in DLBCL tumors. METHODS We have studied the effects of the immunomodulatory lipid sphingosine-1-phosphate (S1P) on macrophage activity in DLBCL, both in vitro and in animal models. RESULTS We show that tumor-derived S1P mediates the chemoattraction of both monocytes and macrophages in vitro and in animal models, an effect that is dependent upon the S1P receptor S1PR1. However, S1P inhibited M1 macrophage-mediated phagocytosis of DLBCL tumor cells opsonized with the CD20 monoclonal antibodies rituximab and ofatumumab, an effect that could be reversed by an S1PR1 inhibitor. CONCLUSIONS Our data show that S1P signaling can modulate macrophage recruitment and tumor cell killing by anti-CD20 monoclonal antibodies in DLBCL. The administration of S1PR1 inhibitors could enhance the phagocytosis of tumor cells and improve outcomes for patients.
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Affiliation(s)
- Tracey A. Perry
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK; (N.M.); (W.W.); (R.H.); (P.K.)
| | - Navta Masand
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK; (N.M.); (W.W.); (R.H.); (P.K.)
| | - Katerina Vrzalikova
- Institute of Immunology & Immunotherapy, University of Birmingham, Birmingham B15 2TT, UK; (K.V.); (M.P.)
- Royal College of Surgeons in Ireland Medical University of Bahrain, Manama P.O. Box 15503, Bahrain
| | - Matthew Pugh
- Institute of Immunology & Immunotherapy, University of Birmingham, Birmingham B15 2TT, UK; (K.V.); (M.P.)
| | - Wenbin Wei
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK; (N.M.); (W.W.); (R.H.); (P.K.)
- The Palatine Centre, Durham University, Durham DH1 3LE, UK
| | - Robert Hollows
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK; (N.M.); (W.W.); (R.H.); (P.K.)
| | - Katerina Bouchalova
- Department of Pediatrics, Faculty of Medicine and Dentistry, Palacky University and University Hospital Olomouc, 77900 Olomouc, Czech Republic;
| | - Mahdi Nohtani
- Limerick Digital Cancer Research Centre, Health Research Institute and Bernal Institute and School of Medicine, University of Limerick, Limerick V94 T9PX, Ireland; (M.N.); (E.F.)
| | - Eanna Fennell
- Limerick Digital Cancer Research Centre, Health Research Institute and Bernal Institute and School of Medicine, University of Limerick, Limerick V94 T9PX, Ireland; (M.N.); (E.F.)
| | - Jan Bouchal
- Department of Clinical and Molecular Pathology, Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University and University Hospital Olomouc, 77900 Olomouc, Czech Republic;
| | - Pamela Kearns
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham B15 2TT, UK; (N.M.); (W.W.); (R.H.); (P.K.)
- National Institute for Health Research (NIHR), Birmingham Biomedical Research Centre, University of Birmingham, Birmingham B15 2TT, UK
| | - Paul G. Murray
- Institute of Immunology & Immunotherapy, University of Birmingham, Birmingham B15 2TT, UK; (K.V.); (M.P.)
- Royal College of Surgeons in Ireland Medical University of Bahrain, Manama P.O. Box 15503, Bahrain
- Limerick Digital Cancer Research Centre, Health Research Institute and Bernal Institute and School of Medicine, University of Limerick, Limerick V94 T9PX, Ireland; (M.N.); (E.F.)
- Department of Clinical and Molecular Pathology, Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University and University Hospital Olomouc, 77900 Olomouc, Czech Republic;
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Velazquez FN, Stith JL, Zhang L, Allam AM, Haley J, Obeid LM, Snider AJ, Hannun YA. Targeting sphingosine kinase 1 in p53KO thymic lymphoma. FASEB J 2023; 37:e23247. [PMID: 37800872 DOI: 10.1096/fj.202301417r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/19/2023] [Accepted: 09/26/2023] [Indexed: 10/07/2023]
Abstract
Sphingosine kinase 1 (SK1) is a key sphingolipid enzyme that is upregulated in several types of cancer, including lymphoma which is a heterogenous group of malignancies. Treatment for lymphoma has improved significantly by the introduction of new therapies; however, subtypes with tumor protein P53 (p53) mutations or deletion have poor prognosis, making it critical to explore new therapeutic strategies in this context. SK1 has been proposed as a therapeutic target in different types of cancer; however, the effect of targeting SK1 in cancers with p53 deletion has not been evaluated yet. Previous work from our group suggests that loss of SK1 is a key event in mediating the tumor suppressive effect of p53. Employing both genetic and pharmacological approaches to inhibit SK1 function in Trp53KO mice, we show that targeting SK1 decreases tumor growth of established p53KO thymic lymphoma. Inducible deletion of Sphk1 or its pharmacological inhibition drive increased cell death in tumors which is accompanied by selective accumulation of sphingosine levels. These results demonstrate the relevance of SK1 in the growth and maintenance of lymphoma in the absence of p53 function, positioning this enzyme as a potential therapeutic target for the treatment of tumors that lack functional p53.
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Affiliation(s)
- Fabiola N Velazquez
- Department of Medicine, Stony Brook University, Stony Brook, New York, USA
- Cancer Center, Stony Brook University, Stony Brook, New York, USA
| | - Jeffrey L Stith
- Department of Medicine, Stony Brook University, Stony Brook, New York, USA
- Cancer Center, Stony Brook University, Stony Brook, New York, USA
| | - Leiqing Zhang
- Department of Medicine, Stony Brook University, Stony Brook, New York, USA
- Cancer Center, Stony Brook University, Stony Brook, New York, USA
| | - Amira M Allam
- Department of Medicine, Stony Brook University, Stony Brook, New York, USA
- Cancer Center, Stony Brook University, Stony Brook, New York, USA
| | - John Haley
- Biological Mass Spectrometry Center, Stony Brook Medicine, Stony Brook University, Stony Brook, New York, USA
| | - Lina M Obeid
- Department of Medicine, Stony Brook University, Stony Brook, New York, USA
- Cancer Center, Stony Brook University, Stony Brook, New York, USA
| | - Ashley J Snider
- Department of Medicine, Stony Brook University, Stony Brook, New York, USA
- Cancer Center, Stony Brook University, Stony Brook, New York, USA
- School of Nutritional Sciences and Wellness, College of Agriculture and Life Sciences, and University of Arizona Cancer Center, University of Arizona, Tucson, Arizona, USA
| | - Yusuf A Hannun
- Department of Medicine, Stony Brook University, Stony Brook, New York, USA
- Cancer Center, Stony Brook University, Stony Brook, New York, USA
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