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Paziewska M, Szelest M, Kiełbus M, Masternak M, Zaleska J, Wawrzyniak E, Kotkowska A, Siemieniuk-Ryś M, Morawska M, Kalicińska E, Jabłonowska P, Wróbel T, Wolska-Washer A, Błoński JZ, Robak T, Bullinger L, Giannopoulos K. Increased abundance of Firmicutes and depletion of Bacteroidota predicts poor outcome in chronic lymphocytic leukemia. Oncol Lett 2024; 28:552. [PMID: 39328278 PMCID: PMC11425030 DOI: 10.3892/ol.2024.14685] [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: 04/26/2024] [Accepted: 08/08/2024] [Indexed: 09/28/2024] Open
Abstract
Evidence indicates that there are significant alterations in gut microbiota diversity and composition in patients with hematological malignancies. The present study investigated the oral and intestinal microbiome in patients with chronic lymphocytic leukemia (CLL) (n=81) and age-matched healthy volunteers (HVs; n=21) using 16S ribosomal RNA next-generation sequencing. Changes in both oral and gut microbiome structures were identified, with a high abundance of Proteobacteria and depletion of Bacteroidetes in CLL as compared to HVs. Oral and stool samples of patients with CLL revealed a significant change in the abundance of short-chain fatty acid-producing genera in comparison with HVs. Furthermore, the relative abundance of oral and intestine Bacteroidetes was significantly decreased in patients with CLL with negative prognostic features, including unmutated immunoglobulin heavy chain gene (IGHV). Notably, an increased abundance of gut Firmicutes was found to be associated with high expression of CD38. Finally, the present study suggested the log Firmicutes/Bacteroidota ratio as a novel intestinal microbiome signature associated with a shorter time to first treatment in individuals with CLL. The findings indicate that oral and gut microbial diversity in CLL might point to the inflammatory-related modulation of the clinical course of the disease.
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Affiliation(s)
- Magdalena Paziewska
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland
| | - Monika Szelest
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland
| | - Michał Kiełbus
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland
| | - Marta Masternak
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland
- Department of Hematology and Bone Marrow Transplantation, St John's Cancer Centre, 20-090 Lublin, Poland
| | - Joanna Zaleska
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland
| | - Ewa Wawrzyniak
- Department of Hematology, Medical University of Lodz, 93-510 Lodz, Poland
| | | | | | - Marta Morawska
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland
| | - Elżbieta Kalicińska
- Department of Hematology, Blood Neoplasms and Bone Marrow Transplantation, Wroclaw Medical University, 50-367 Wroclaw, Poland
| | - Paula Jabłonowska
- Department of Hematology, Blood Neoplasms and Bone Marrow Transplantation, Wroclaw Medical University, 50-367 Wroclaw, Poland
| | - Tomasz Wróbel
- Department of Hematology, Blood Neoplasms and Bone Marrow Transplantation, Wroclaw Medical University, 50-367 Wroclaw, Poland
| | - Anna Wolska-Washer
- Department of Experimental Hematology, Medical University of Lodz, 93-510 Lodz, Poland
- Department of Hematooncology, Copernicus Memorial Hospital, 93-513 Lodz, Poland
| | - Jerzy Zdzisław Błoński
- Department of Hematology, Medical University of Lodz, 93-510 Lodz, Poland
- Department of Hematooncology, Copernicus Memorial Hospital, 93-513 Lodz, Poland
| | - Tadeusz Robak
- Department of Hematology, Medical University of Lodz, 93-510 Lodz, Poland
- Department of General Hematology, Copernicus Memorial Hospital, 93-513 Lodz, Poland
| | - Lars Bullinger
- Department of Hematology, Oncology and Cancer Immunology, Charité-Universitätsmedizin Berlin (Corporate Member of Free University of Berlin, Humboldt University of Berlin), D-13353 Berlin, Germany
| | - Krzysztof Giannopoulos
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland
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2
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Klinger B, Rausch I, Sieber A, Kutz H, Kruse V, Kirchner M, Mertins P, Kieser A, Blüthgen N, Kube D. Quantitative modeling of signaling in aggressive B cell lymphoma unveils conserved core network. PLoS Comput Biol 2024; 20:e1012488. [PMID: 39352924 PMCID: PMC11469524 DOI: 10.1371/journal.pcbi.1012488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 10/11/2024] [Accepted: 09/12/2024] [Indexed: 10/04/2024] Open
Abstract
B cell receptor (BCR) signaling is required for the survival and maturation of B cells and is deregulated in B cell lymphomas. While proximal BCR signaling is well studied, little is known about the crosstalk of downstream effector pathways, and a comprehensive quantitative network analysis of BCR signaling is missing. Here, we semi-quantitatively modelled BCR signaling in Burkitt lymphoma (BL) cells using systematically perturbed phosphorylation data of BL-2 and BL-41 cells. The models unveiled feedback and crosstalk structures in the BCR signaling network, including a negative crosstalk from p38 to MEK/ERK. The relevance of the crosstalk was verified for BCR and CD40 signaling in different BL cells and confirmed by global phosphoproteomics on ERK itself and known ERK target sites. Compared to the starting network, the trained network for BL-2 cells was better transferable to BL-41 cells. Moreover, the BL-2 network was also suited to model BCR signaling in Diffuse large B cell lymphoma cells lines with aberrant BCR signaling (HBL-1, OCI-LY3), indicating that BCR aberration does not cause a major downstream rewiring.
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Affiliation(s)
- Bertram Klinger
- Institute of Pathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Institute for Theoretical Biology, Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Isabel Rausch
- Clinic of Hematology and Medical Oncology, University Medical Centre Goettingen, Göttingen, Germany
- ZytoVision GmbH, Bremerhaven, Germany
| | - Anja Sieber
- Institute of Pathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Helmut Kutz
- Research Unit Gene Vectors, Helmholtz Center Munich—German Research Center for Environmental Health, Munich, Germany
| | - Vanessa Kruse
- Clinic of Hematology and Medical Oncology, University Medical Centre Goettingen, Göttingen, Germany
| | - Marieluise Kirchner
- Core Unit Proteomics, Berlin Institute of Health at Charité—Universitaetsmedizin Berlin and Max-Delbrueck-Center for Molecular Medicine, Berlin, Germany
| | - Philipp Mertins
- Core Unit Proteomics, Berlin Institute of Health at Charité—Universitaetsmedizin Berlin and Max-Delbrueck-Center for Molecular Medicine, Berlin, Germany
| | - Arnd Kieser
- Research Unit Gene Vectors, Helmholtz Center Munich—German Research Center for Environmental Health, Munich, Germany
- Research Unit Signaling and Translation, Helmholtz Center Munich—German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Infection Research (DZIF), Partner Site Munich, Germany
| | - Nils Blüthgen
- Institute of Pathology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Institute for Theoretical Biology, Humboldt-Universität zu Berlin, Berlin, Germany
- German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dieter Kube
- Clinic of Hematology and Medical Oncology, University Medical Centre Goettingen, Göttingen, Germany
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3
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Gao MY, Georgiou A, Lin VS, Jahja M, White CA, Anderson MA, McCormack MP, Roberts AW, Huang DCS, Thijssen R. Potential impact of NOTCH1 activation on venetoclax sensitivity in chronic lymphocytic Leukaemia: In vitro insights and clinical implications. Br J Haematol 2024; 205:1389-1394. [PMID: 39031781 DOI: 10.1111/bjh.19604] [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: 02/05/2024] [Accepted: 06/10/2024] [Indexed: 07/22/2024]
Abstract
Despite significant progress in treating chronic lymphocytic leukaemia (CLL), resistance to therapy remains challenging. NOTCH1 activation, common in CLL, confers adverse prognosis. This study explores the impact of NOTCH1 signalling on venetoclax sensitivity in vitro. Although NOTCH1 activation minimally impaired the susceptibility of CLL cells to venetoclax, ex vivo cell competition studies reveal that cells with constitutive NOTCH1 activation outgrew their wild-type counterparts in the presence of ongoing venetoclax exposure. Our findings suggest that while NOTCH1 activation is insufficient to confer venetoclax refractoriness, there is enhanced potential for cells with NOTCH1 activation to escape and thus become fully resistant to venetoclax.
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MESH Headings
- Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy
- Leukemia, Lymphocytic, Chronic, B-Cell/metabolism
- Humans
- Bridged Bicyclo Compounds, Heterocyclic/pharmacology
- Bridged Bicyclo Compounds, Heterocyclic/therapeutic use
- Receptor, Notch1/metabolism
- Receptor, Notch1/genetics
- Sulfonamides/pharmacology
- Sulfonamides/therapeutic use
- Drug Resistance, Neoplasm
- Antineoplastic Agents/pharmacology
- Antineoplastic Agents/therapeutic use
- Signal Transduction/drug effects
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Affiliation(s)
- Ming-Yuan Gao
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- The University of Melbourne, Melbourne, Victoria, Australia
| | - Angela Georgiou
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
| | - Victor S Lin
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- The University of Melbourne, Melbourne, Victoria, Australia
- The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Clinical Haematology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Michelle Jahja
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- The University of Melbourne, Melbourne, Victoria, Australia
| | - Christine A White
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Mary Ann Anderson
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Clinical Haematology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Matthew P McCormack
- Australian Centre for Blood Diseases, Monash University, Melbourne, Victoria, Australia
| | - Andrew W Roberts
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Clinical Haematology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
| | - David C S Huang
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Rachel Thijssen
- The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
- Amsterdam UMC location Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
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4
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Qie Y, Gadd ME, Shao Q, To T, Liu A, Li S, Rivera‐Valentin R, Yassine F, Murthy HS, Dronca R, Kharfan‐Dabaja MA, Qin H, Luo Y. Targeting chronic lymphocytic leukemia with B-cell activating factor receptor CAR T cells. MedComm (Beijing) 2024; 5:e716. [PMID: 39224539 PMCID: PMC11366826 DOI: 10.1002/mco2.716] [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: 03/04/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024] Open
Abstract
The challenge of disease relapsed/refractory (R/R) remains a therapeutic hurdle in chimeric antigen receptor (CAR) T-cell therapy, especially for hematological diseases, with chronic lymphocytic leukemia (CLL) being particularly resistant to CD19 CAR T cells. Currently, there is no approved CAR T-cell therapy for CLL patients. In this study, we aimed to address this unmet medical need by choosing the B-cell activating factor receptor (BAFF-R) as a promising target for CAR design against CLL. BAFF-R is essential for B-cell survival and is consistently expressed on CLL tumors. Our research discovered that BAFF-R CAR T-cell therapy exerted the cytotoxic effects on both CLL cell lines and primary B cells derived from CLL patients. In addition, the CAR T cells exhibited cytotoxicity against CD19-knockout CLL cells that are resistant to CD19 CAR T therapy. Furthermore, we were able to generate BAFF-R CAR T cells from small blood samples collected from CLL patients and then demonstrated the cytotoxic effects of these patient-derived CAR T cells against autologous tumor cells. Given these promising results, BAFF-R CAR T-cell therapy has the potential to meet the long-standing need for an effective treatment on CLL patients.
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Affiliation(s)
- Yaqing Qie
- Regenerative Immunotherapy and CAR‐T Translational Research ProgramMayo ClinicJacksonvilleFloridaUSA
| | - Martha E. Gadd
- Regenerative Immunotherapy and CAR‐T Translational Research ProgramMayo ClinicJacksonvilleFloridaUSA
| | - Qing Shao
- Regenerative Immunotherapy and CAR‐T Translational Research ProgramMayo ClinicJacksonvilleFloridaUSA
| | - Tommy To
- Regenerative Immunotherapy and CAR‐T Translational Research ProgramMayo ClinicJacksonvilleFloridaUSA
| | - Andrew Liu
- Department of Cancer BiologyMayo ClinicJacksonvilleFloridaUSA
| | - Shuhua Li
- Regenerative Immunotherapy and CAR‐T Translational Research ProgramMayo ClinicJacksonvilleFloridaUSA
| | - Rocio Rivera‐Valentin
- Department of Pediatric Hematology‑OncologyUniversity of Florida‐JacksonvilleJacksonvilleFloridaUSA
| | - Farah Yassine
- Division of Hematology and Medical OncologyDepartment of Internal MedicineMayo ClinicJacksonvilleFloridaUSA
| | - Hemant S. Murthy
- Division of Hematology and Medical OncologyDepartment of Internal MedicineMayo ClinicJacksonvilleFloridaUSA
- Blood and Marrow Transplantation and Cellular Therapy ProgramMayo ClinicJacksonvilleFloridaUSA
| | - Roxana Dronca
- Division of Hematology and Medical OncologyDepartment of Internal MedicineMayo ClinicJacksonvilleFloridaUSA
| | - Mohamed A. Kharfan‐Dabaja
- Division of Hematology and Medical OncologyDepartment of Internal MedicineMayo ClinicJacksonvilleFloridaUSA
- Blood and Marrow Transplantation and Cellular Therapy ProgramMayo ClinicJacksonvilleFloridaUSA
| | - Hong Qin
- Regenerative Immunotherapy and CAR‐T Translational Research ProgramMayo ClinicJacksonvilleFloridaUSA
- Department of Cancer BiologyMayo ClinicJacksonvilleFloridaUSA
- Division of Hematology and Medical OncologyDepartment of Internal MedicineMayo ClinicJacksonvilleFloridaUSA
| | - Yan Luo
- Regenerative Immunotherapy and CAR‐T Translational Research ProgramMayo ClinicJacksonvilleFloridaUSA
- Department of Cancer BiologyMayo ClinicJacksonvilleFloridaUSA
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5
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Lewis RI, Vom Stein AF, Hallek M. Targeting the tumor microenvironment for treating double-refractory chronic lymphocytic leukemia. Blood 2024; 144:601-614. [PMID: 38776510 DOI: 10.1182/blood.2023022861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 04/08/2024] [Accepted: 05/01/2024] [Indexed: 05/25/2024] Open
Abstract
ABSTRACT The introduction of BTK inhibitors and BCL2 antagonists to the treatment of chronic lymphocytic leukemia (CLL) has revolutionized therapy and improved patient outcomes. These agents have replaced chemoimmunotherapy as standard of care. Despite this progress, a new group of patients is currently emerging, which has become refractory or intolerant to both classes of agents, creating an unmet medical need. Here, we propose that the targeted modulation of the tumor microenvironment provides new therapeutic options for this group of double-refractory patients. Furthermore, we outline a sequential strategy for tumor microenvironment-directed combination therapies in CLL that can be tested in clinical protocols.
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Affiliation(s)
- Richard I Lewis
- Department I of Internal Medicine, Faculty of Medicine, University of Cologne, University Hospital Cologne, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Center for Molecular Medicine Cologne, CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne, Germany
| | - Alexander F Vom Stein
- Department I of Internal Medicine, Faculty of Medicine, University of Cologne, University Hospital Cologne, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Center for Molecular Medicine Cologne, CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne, Germany
| | - Michael Hallek
- Department I of Internal Medicine, Faculty of Medicine, University of Cologne, University Hospital Cologne, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Center for Molecular Medicine Cologne, CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne, Germany
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6
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Jestrabek H, Kohlhas V, Hallek M, Nguyen PH. Impact of leukemia-associated macrophages on the progression and therapy response of chronic lymphocytic leukemia. Leuk Res 2024; 143:107531. [PMID: 38851084 DOI: 10.1016/j.leukres.2024.107531] [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: 04/17/2024] [Revised: 05/29/2024] [Accepted: 06/03/2024] [Indexed: 06/10/2024]
Abstract
The treatment landscape of chronic lymphocytic leukemia (CLL) has advanced remarkably over the past decade. The advent and approval of the BTK inhibitor ibrutinib and BCL-2 inhibitor venetoclax, as well as monoclonal anti-CD20 antibodies rituximab and obinutuzumab, have resulted in deep remissions and substantially improved survival outcomes for patients. However, CLL remains a complex disease with many patients still experiencing relapse and unsatisfactory treatment responses. CLL cells are highly dependent on their pro-leukemic tumor microenvironment (TME), which comprises different cellular and soluble factors. A large body of evidence suggests that CLL-associated macrophages shaped by leukemic cells play a pivotal role in maintaining CLL cell survival. In this review, we summarize the pro-survival interactions between CLL cells and macrophages, as well as the impact of the current first-line treatment agents, including ibrutinib, venetoclax, and CD20 antibodies on leukemia-associated macrophages.
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MESH Headings
- Humans
- Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy
- Leukemia, Lymphocytic, Chronic, B-Cell/pathology
- Leukemia, Lymphocytic, Chronic, B-Cell/therapy
- Tumor Microenvironment/drug effects
- Tumor Microenvironment/immunology
- Tumor-Associated Macrophages/immunology
- Tumor-Associated Macrophages/drug effects
- Disease Progression
- Bridged Bicyclo Compounds, Heterocyclic/therapeutic use
- Bridged Bicyclo Compounds, Heterocyclic/pharmacology
- Adenine/analogs & derivatives
- Sulfonamides/therapeutic use
- Piperidines/therapeutic use
- Macrophages/pathology
- Macrophages/immunology
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Affiliation(s)
- Hendrik Jestrabek
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Center for Molecular Medicine Cologne, CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne 50931, Germany; Mildred Scheel School of Oncology Aachen Bonn Cologne Duesseldorf, Faculty of Medicine and University Hospital of Cologne, Cologne 50931, Germany
| | - Viktoria Kohlhas
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Center for Molecular Medicine Cologne, CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne 50931, Germany
| | - Michael Hallek
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Center for Molecular Medicine Cologne, CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne 50931, Germany; Mildred Scheel School of Oncology Aachen Bonn Cologne Duesseldorf, Faculty of Medicine and University Hospital of Cologne, Cologne 50931, Germany
| | - Phuong-Hien Nguyen
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Center for Molecular Medicine Cologne, CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne 50931, Germany.
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7
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Nunes J, Tafesse R, Mao C, Purcell M, Mo X, Zhang L, Long M, Cyr MG, Rader C, Muthusamy N. Siglec-6 as a therapeutic target for cell migration and adhesion in chronic lymphocytic leukemia. Nat Commun 2024; 15:5180. [PMID: 38890323 PMCID: PMC11189495 DOI: 10.1038/s41467-024-48678-3] [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: 01/30/2023] [Accepted: 05/08/2024] [Indexed: 06/20/2024] Open
Abstract
Siglec-6 is a lectin receptor with restricted expression in the placenta, mast cells and memory B-cells. Although Siglec-6 is expressed in patients with chronic lymphocytic leukemia (CLL), its pathophysiological role has not been elucidated. We describe here a role for Siglec-6 in migration and adhesion of CLL B cells to CLL- bone marrow stromal cells (BMSCs) in vitro and compromised migration to bone marrow and spleen in vivo. Mass spectrometry analysis revealed interaction of Siglec-6 with DOCK8, a guanine nucleotide exchange factor. Stimulation of MEC1-002 CLL cells with a Siglec-6 ligand, sTn, results in Cdc42 activation, WASP protein recruitment and F-actin polymerization, which are all associated with cell migration. Therapeutically, a Siglec-6/CD3-bispecific T-cell-recruiting antibody (T-biAb) improves overall survival in an immunocompetent mouse model and eliminates CLL cells in a patient derived xenograft model. Our findings thus reveal a migratory role for Siglec-6 in CLL, which can be therapeutically targeted using a Siglec-6 specific T-biAb.
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MESH Headings
- Leukemia, Lymphocytic, Chronic, B-Cell/metabolism
- Leukemia, Lymphocytic, Chronic, B-Cell/pathology
- Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy
- Humans
- Animals
- Cell Movement
- Cell Adhesion
- Lectins/metabolism
- Mice
- Antigens, CD/metabolism
- Antigens, CD/genetics
- Female
- B-Lymphocytes/metabolism
- B-Lymphocytes/immunology
- Antigens, Differentiation, Myelomonocytic/metabolism
- Antigens, Differentiation, Myelomonocytic/genetics
- Cell Line, Tumor
- Mesenchymal Stem Cells/metabolism
- Male
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Jessica Nunes
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Molecular, Cellular and Developmental Biology Graduate Program, The Ohio State University, Columbus, OH, USA
| | - Rakeb Tafesse
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Molecular, Cellular and Developmental Biology Graduate Program, The Ohio State University, Columbus, OH, USA
| | - Charlene Mao
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Matthew Purcell
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Xiaokui Mo
- Center for Biostatistics, The Ohio State University, Columbus, OH, USA
| | - Liwen Zhang
- Campus Chemical Instrument Center, The Ohio State University, Columbus, OH, USA
| | - Meixiao Long
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
| | - Matthew G Cyr
- UF Scripps Biomedical Research, University of Florida, Jupiter, FL, USA
| | - Christoph Rader
- UF Scripps Biomedical Research, University of Florida, Jupiter, FL, USA
| | - Natarajan Muthusamy
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA.
- Division of Hematology, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA.
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8
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Vom Stein AF, Hallek M, Nguyen PH. Role of the tumor microenvironment in CLL pathogenesis. Semin Hematol 2024; 61:142-154. [PMID: 38220499 DOI: 10.1053/j.seminhematol.2023.12.004] [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: 11/07/2023] [Revised: 12/02/2023] [Accepted: 12/23/2023] [Indexed: 01/16/2024]
Abstract
Chronic lymphocytic leukemia (CLL) cells extensively interact with and depend on their surrounding tumor microenvironment (TME). The TME encompasses a heterogeneous array of cell types, soluble signals, and extracellular vesicles, which contribute significantly to CLL pathogenesis. CLL cells and the TME cooperatively generate a chronic inflammatory milieu, which reciprocally reprograms the TME and activates a signaling network within CLL cells, promoting their survival and proliferation. Additionally, the inflammatory milieu exerts chemotactic effects, attracting CLL cells and other immune cells to the lymphoid tissues. The intricate CLL-TME interactions also facilitate immune evasion and compromise leukemic cell surveillance. We also review recent advances that have shed light on additional aspects that are substantially influenced by the CLL-TME interplay.
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Affiliation(s)
- Alexander F Vom Stein
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf; Center for Molecular Medicine Cologne; CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne, Germany
| | - Michael Hallek
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf; Center for Molecular Medicine Cologne; CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne, Germany
| | - Phuong-Hien Nguyen
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf; Center for Molecular Medicine Cologne; CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Cologne, Germany.
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9
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Ullah MA, Garcillán B, Whitlock E, Figgett WA, Infantino S, Eslami M, Yang S, Rahman MA, Sheng YH, Weber N, Schneider P, Tam CS, Mackay F. An unappreciated cell survival-independent role for BAFF initiating chronic lymphocytic leukemia. Front Immunol 2024; 15:1345515. [PMID: 38469292 PMCID: PMC10927009 DOI: 10.3389/fimmu.2024.1345515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 01/25/2024] [Indexed: 03/13/2024] Open
Abstract
Background Chronic Lymphocytic Leukemia (CLL) is characterized by the expansion of CD19+ CD5+ B cells but its origin remains debated. Mutated CLL may originate from post-germinal center B cells and unmutated CLL from CD5+ mature B cell precursors. Irrespective of precursor types, events initiating CLL remain unknown. The cytokines BAFF and APRIL each play a significant role in CLL cell survival and accumulation, but their involvement in disease initiation remains unclear. Methods We generated novel CLL models lacking BAFF or APRIL. In vivo experiments were conducted to explore the impact of BAFF or APRIL loss on leukemia initiation, progression, and dissemination. Additionally, RNA-seq and quantitative real-time PCR were performed to unveil the transcriptomic signature influenced by BAFF in CLL. The direct role of BAFF in controlling the expression of tumor-promoting genes was further assessed in patient-derived primary CLL cells ex-vivo. Results Our findings demonstrate a crucial role for BAFF, but not APRIL, in the initiation and dissemination of CLL cells. In the absence of BAFF or its receptor BAFF-R, the TCL1 transgene only increases CLL cell numbers in the peritoneal cavity, without dissemination into the periphery. While BAFF binding to BAFF-R is dispensable for peritoneal CLL cell survival, it is necessary to activate a tumor-promoting gene program, potentially linked to CLL initiation and progression. This direct role of BAFF in controlling the expression of tumor-promoting genes was confirmed in patient-derived primary CLL cells ex-vivo. Conclusions Our study, involving both mouse and human CLL cells, suggests that BAFF might initiate CLL through mechanisms independent of cell survival. Combining current CLL therapies with BAFF inhibition could offer a dual benefit by reducing peripheral tumor burden and suppressing transformed CLL cell output.
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Affiliation(s)
- Md Ashik Ullah
- Queensland Institute of Medical Research (QIMR) Berghofer Medical Research Institute, Cancer Program, Herston, QLD, Australia
| | - Beatriz Garcillán
- The Department of Microbiology and Immunology, School of Biomedical Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Eden Whitlock
- Queensland Institute of Medical Research (QIMR) Berghofer Medical Research Institute, Cancer Program, Herston, QLD, Australia
| | - William A. Figgett
- The Department of Microbiology and Immunology, School of Biomedical Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
- Garvan Institute of Medical Research, Kinghorn Centre for Clinical Genomics, Darlinghurst, NSW, Australia
| | - Simona Infantino
- The Department of Microbiology and Immunology, School of Biomedical Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
| | - Mahya Eslami
- Department of Immunobiology, University of Lausanne, Epalinges, Switzerland
- Department of Oncology and Children’s Research Centre, University Children’s Hospital Zürich, Zürich, Switzerland
| | - SiLing Yang
- Queensland Institute of Medical Research (QIMR) Berghofer Medical Research Institute, Cancer Program, Herston, QLD, Australia
| | - M. Arifur Rahman
- Queensland Institute of Medical Research (QIMR) Berghofer Medical Research Institute, Cancer Program, Herston, QLD, Australia
| | - Yong H. Sheng
- Queensland Institute of Medical Research (QIMR) Berghofer Medical Research Institute, Cancer Program, Herston, QLD, Australia
| | - Nicholas Weber
- Cancer Care Services, Royal Brisbane and Women’s Hospital, Herston, QLD, Australia
| | - Pascal Schneider
- Department of Immunobiology, University of Lausanne, Epalinges, Switzerland
| | - Constantine S. Tam
- Department of Haematology, Alfred Hospital, Melbourne, VIC, Australia
- Department of Haematology, Monash University, Melbourne, VIC, Australia
| | - Fabienne Mackay
- Queensland Institute of Medical Research (QIMR) Berghofer Medical Research Institute, Cancer Program, Herston, QLD, Australia
- The Department of Microbiology and Immunology, School of Biomedical Sciences, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
- The Department of Immunology and Pathology, Monash University, VIC, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
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10
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Schmid VK, Hobeika E. B cell receptor signaling and associated pathways in the pathogenesis of chronic lymphocytic leukemia. Front Oncol 2024; 14:1339620. [PMID: 38469232 PMCID: PMC10926848 DOI: 10.3389/fonc.2024.1339620] [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: 11/16/2023] [Accepted: 02/06/2024] [Indexed: 03/13/2024] Open
Abstract
B cell antigen receptor (BCR) signaling is a key driver of growth and survival in both normal and malignant B cells. Several lines of evidence support an important pathogenic role of the BCR in chronic lymphocytic leukemia (CLL). The significant improvement of CLL patients' survival with the use of various BCR pathway targeting inhibitors, supports a crucial involvement of BCR signaling in the pathogenesis of CLL. Although the treatment landscape of CLL has significantly evolved in recent years, no agent has clearly demonstrated efficacy in patients with treatment-refractory CLL in the long run. To identify new drug targets and mechanisms of drug action in neoplastic B cells, a detailed understanding of the molecular mechanisms of leukemic transformation as well as CLL cell survival is required. In the last decades, studies of genetically modified CLL mouse models in line with CLL patient studies provided a variety of exciting data about BCR and BCR-associated kinases in their role in CLL pathogenesis as well as disease progression. BCR surface expression was identified as a particularly important factor regulating CLL cell survival. Also, BCR-associated kinases were shown to provide a crosstalk of the CLL cells with their tumor microenvironment, which highlights the significance of the cells' milieu in the assessment of disease progression and treatment. In this review, we summarize the major findings of recent CLL mouse as well as patient studies in regard to the BCR signalosome and discuss its relevance in the clinics.
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Affiliation(s)
| | - Elias Hobeika
- Institute of Immunology, Ulm University, Ulm, Germany
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11
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Boncompagni G, Tatangelo V, Lopresti L, Ulivieri C, Capitani N, Tangredi C, Finetti F, Marotta G, Frezzato F, Visentin A, Ciofini S, Gozzetti A, Bocchia M, Calzada-Fraile D, Martin Cofreces NB, Trentin L, Patrussi L, Baldari CT. Leukemic cell-secreted interleukin-9 suppresses cytotoxic T cell-mediated killing in chronic lymphocytic leukemia. Cell Death Dis 2024; 15:144. [PMID: 38360867 PMCID: PMC10869739 DOI: 10.1038/s41419-024-06528-6] [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: 05/16/2023] [Revised: 12/19/2023] [Accepted: 02/01/2024] [Indexed: 02/17/2024]
Abstract
The tumor microenvironment (TME) plays a central role in the pathogenesis of chronic lymphocytic leukemia (CLL), contributing to disease progression and chemoresistance. Leukemic cells shape the TME into a pro-survival and immunosuppressive niche through contact-dependent and contact-independent interactions with the cellular components of the TME. Immune synapse (IS) formation is defective in CLL. Here we asked whether soluble factors released by CLL cells contribute to their protection from cytotoxic T cell (CTL)-mediated killing by interfering with this process. We found that healthy CTLs cultured in media conditioned by leukemic cells from CLL patients or Eμ-TCL1 mice upregulate the exhaustion marker PD-1 and become unable to form functional ISs and kill target cells. These defects were more pronounced when media were conditioned by leukemic cells lacking p66Shc, a proapoptotic adapter whose deficiency has been implicated in disease aggressiveness both in CLL and in the Eμ-TCL1 mouse model. Multiplex ELISA assays showed that leukemic cells from Eμ-TCL1 mice secrete abnormally elevated amounts of CCL22, CCL24, IL-9 and IL-10, which are further upregulated in the absence of p66Shc. Among these, IL-9 and IL-10 were also overexpressed in leukemic cells from CLL patients, where they inversely correlated with residual p66Shc. Using neutralizing antibodies or the recombinant cytokines we show that IL-9, but not IL-10, mediates both the enhancement in PD-1 expression and the suppression of effector functions in healthy CTLs. Our results demonstrate that IL-9 secreted by leukemic cells negatively modulates the anti-tumor immune abilities of CTLs, highlighting a new suppressive mechanism and a novel potential therapeutical target in CLL.
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Affiliation(s)
| | | | | | | | - Nagaja Capitani
- Department of Life Sciences, University of Siena, Siena, Italy
| | | | | | - Giuseppe Marotta
- Stem Cell Transplant and Cellular Therapy Unit, University Hospital, Siena, Italy
| | - Federica Frezzato
- Department of Medicine, Hematology and Clinical Immunology Branch, Padua University School of Medicine, Padua, Italy
- Venetian Institute of Molecular Medicine, Padua, Italy
| | - Andrea Visentin
- Department of Medicine, Hematology and Clinical Immunology Branch, Padua University School of Medicine, Padua, Italy
- Venetian Institute of Molecular Medicine, Padua, Italy
| | - Sara Ciofini
- Department of Medical Science, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Alessandro Gozzetti
- Department of Medical Science, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Monica Bocchia
- Department of Medical Science, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Diego Calzada-Fraile
- Immunology Unit from Hospital Universitario de la Princesa, Universidad Autónoma de Madrid and Instituto de investigación Sanitaria La Princesa (IIS-IP), Madrid, Spain
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain
| | - Noa B Martin Cofreces
- Immunology Unit from Hospital Universitario de la Princesa, Universidad Autónoma de Madrid and Instituto de investigación Sanitaria La Princesa (IIS-IP), Madrid, Spain
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain
- Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Livio Trentin
- Department of Medicine, Hematology and Clinical Immunology Branch, Padua University School of Medicine, Padua, Italy
- Venetian Institute of Molecular Medicine, Padua, Italy
| | - Laura Patrussi
- Department of Life Sciences, University of Siena, Siena, Italy.
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12
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Lopresti L, Capitani N, Tatangelo V, Tangredi C, Boncompagni G, Frezzato F, Visentin A, Marotta G, Ciofini S, Gozzetti A, Bocchia M, Trentin L, Baldari CT, Patrussi L. p66Shc deficiency in CLL cells enhances PD-L1 expression and suppresses immune synapse formation. Front Cell Dev Biol 2024; 12:1297116. [PMID: 38389706 PMCID: PMC10883382 DOI: 10.3389/fcell.2024.1297116] [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: 09/19/2023] [Accepted: 01/08/2024] [Indexed: 02/24/2024] Open
Abstract
Introduction: Escape from immunosurveillance is a hallmark of chronic lymphocytic leukemia (CLL) cells. In the protective niche of lymphoid organs, leukemic cells suppress the ability of T lymphocytes to form the immune synapse (IS), thereby hampering T-cell mediated anti-tumoral activities. By binding its cognate receptor PD-1 at the surface of T lymphocytes, the inhibitory ligand PD-L1, which is overexpressed in CLL cells, mediates the T-cell suppressive activities of CLL cells. However, the molecular mechanism underlying PD-L1 overexpression in CLL cells remains unknown. We have previously reported a defective expression of the pro-apoptotic and pro-oxidant adaptor p66Shc in CLL cells, which is causally related to an impairment in intracellular reactive oxygen species (ROS) production and to the activation of the ROS-sensitive transcription factor NF-κB. The fact that PD-L1 expression is regulated by NF-κB suggests a mechanistic relationship between p66Shc deficiency and PD-L1 overexpression in CLL cells. Methods: 62 treatment-naive CLL patients and 43 healthy donors were included in this study. PD-L1 and p66Shc expression was quantified in B cells by flow cytometry and qRT-PCR. IS architecture and local signaling was assessed by flow cytometry and confocal microscopy. CD8+ cell killing activity was assessed by flow cytometry. Results: Here we show that residual p66Shc expression in leukemic cells isolated both from CLL patients and from the CLL mouse model Eμ-TCL1 inversely correlated with PD-L1 expression. We also show that the PD-L1 increase prevented leukemic cells from forming ISs with T lymphocytes. Reconstitution of p66Shc, but not of a ROS-defective mutant, in both CLL cells and the CLL-derived cell line MEC-1, enhanced intracellular ROS and decreased PD-L1 expression. Similar results were obtained following treatment of CLL cells with H2O2 as exogenous source of ROS, that normalized PD-L1 expression and recovered IS formation. Discussion: Our data provide direct evidence that the p66Shc-deficiency-related ROS depletion in CLL cells concurs to enhance PD-L1 expression and provides a mechanistic basis for the suppression of T cell-mediated anti-tumoral functions in the immunosuppressive lymphoid niche.
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Affiliation(s)
| | - Nagaja Capitani
- Department of Life Sciences, University of Siena, Siena, Italy
| | | | | | | | - Federica Frezzato
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | - Andrea Visentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | - Giuseppe Marotta
- Stem Cell Transplant and Cellular Therapy Unit, University Hospital, Siena, Italy
| | - Sara Ciofini
- Department of Medical Science, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Alessandro Gozzetti
- Department of Medical Science, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Monica Bocchia
- Department of Medical Science, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Livio Trentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | | | - Laura Patrussi
- Department of Life Sciences, University of Siena, Siena, Italy
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13
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Zhang M, Lang X, Chen X, Lv Y. Prospective Identification of Prognostic Hot-Spot Mutant Gene Signatures for Leukemia: A Computational Study Based on Integrative Analysis of TCGA and cBioPortal Data. Mol Biotechnol 2023; 65:1898-1912. [PMID: 36879146 DOI: 10.1007/s12033-023-00704-3] [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: 09/15/2022] [Accepted: 02/14/2023] [Indexed: 03/08/2023]
Abstract
The advantage of an increasing amount of bioinformatics data on leukemias intrigued us to explore the hot-spot mutation profiles and investigate the implications of those hot-spot mutations in patient survival. We retrieved somatic mutations and their distribution in protein domains through data analysis of The Cancer Genome Atlas and cBioPortal databases. After determining differentially expressed mutant genes related to leukemia, we further conducted principal component analysis and single-factor Cox regression analyses. Moreover, survival analysis was performed for the obtained candidate genes, followed by a multi-factor Cox proportional hazard model method for the impacts of the candidate genes on the survival and prognosis of patients with leukemia. At last, the signaling pathways involved in leukemia were investigated by gene set enrichment analysis. There were 223 somatic missense mutation hot-spots identified with pertinence to leukemia, which were distributed in 41 genes. Differential expression in leukemia was witnessed in 39 genes. We found a close correlation between seven genes and the prognosis of leukemia patients, among which, three genes could significantly influence the survival rate. In addition, among these three genes, CD74 and P2RY8 were highlighted due to close pertinence with survival conditions of leukemia patients. Finally, data suggested that B cell receptor, Hedgehog, and TGF-beta signaling pathways were enriched in low-hazard patients. In conclusion, these data underline the involvement of hot-spot mutations of CD74 and P2RY8 genes in survival status of leukemia patients, highlighting their as novel therapeutic targets or prognostic indicators for leukemia patients. Summary of Graphical Abstract: We identified 223 leukemia-associated somatic missense mutation hotspots concentrated in 41 different genes from 2297 leukemia patients in the TCGA database. Differential analysis of leukemic and normal samples from the TCGA and GTEx databases revealed that 39 of these 41 genes showed significant differential expression in leukemia. These 39 genes were subjected to PCA analysis, univariate Cox analysis, survival analysis, multivariate Cox regression analysis, GSEA pathway enrichment analysis, and then the association with leukemia survival prognosis and related pathways were investigated.
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Affiliation(s)
- Min Zhang
- Department of Hematology, The First People's Hospital of Yongkang, Affiliated to Hangzhou Medical College, No. 599, Jinshan West Road, Yongkang, Jinhua City, Zhejiang Province, 321300, People's Republic of China.
| | - Xianghua Lang
- Department of Hematology, The First People's Hospital of Yongkang, Affiliated to Hangzhou Medical College, No. 599, Jinshan West Road, Yongkang, Jinhua City, Zhejiang Province, 321300, People's Republic of China
| | - Xinyi Chen
- Department of Hematology, The First People's Hospital of Yongkang, Affiliated to Hangzhou Medical College, No. 599, Jinshan West Road, Yongkang, Jinhua City, Zhejiang Province, 321300, People's Republic of China
| | - Yuke Lv
- Department of Hematology, The First People's Hospital of Yongkang, Affiliated to Hangzhou Medical College, No. 599, Jinshan West Road, Yongkang, Jinhua City, Zhejiang Province, 321300, People's Republic of China
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14
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Herbst SA, Kim V, Roider T, Schitter EC, Bruch PM, Liebers N, Kolb C, Knoll M, Lu J, Dreger P, Müller-Tidow C, Zenz T, Huber W, Dietrich S. Comparing the value of mono- vs coculture for high-throughput compound screening in hematological malignancies. Blood Adv 2023; 7:5925-5936. [PMID: 37352275 PMCID: PMC10558604 DOI: 10.1182/bloodadvances.2022009652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 05/19/2023] [Accepted: 06/07/2023] [Indexed: 06/25/2023] Open
Abstract
Large-scale compound screens are a powerful model system for understanding variability of treatment response and discovering druggable tumor vulnerabilities of hematological malignancies. However, as mostly performed in a monoculture of tumor cells, these assays disregard modulatory effects of the in vivo microenvironment. It is an open question whether and to what extent coculture with bone marrow stromal cells could improve the biological relevance of drug testing assays over monoculture. Here, we established a high-throughput platform to measure ex vivo sensitivity of 108 primary blood cancer samples to 50 drugs in monoculture and coculture with bone marrow stromal cells. Stromal coculture conferred resistance to 52% of compounds in chronic lymphocytic leukemia (CLL) and 36% of compounds in acute myeloid leukemia (AML), including chemotherapeutics, B-cell receptor inhibitors, proteasome inhibitors, and Bromodomain and extraterminal domain inhibitors. Only the JAK inhibitors ruxolitinib and tofacitinib exhibited increased efficacy in AML and CLL stromal coculture. We further confirmed the importance of JAK-STAT signaling for stroma-mediated resistance by showing that stromal cells induce phosphorylation of STAT3 in CLL cells. We genetically characterized the 108 cancer samples and found that drug-gene associations strongly correlated between monoculture and coculture. However, effect sizes were lower in coculture, with more drug-gene associations detected in monoculture than in coculture. Our results justify a 2-step strategy for drug perturbation testing, with large-scale screening performed in monoculture, followed by focused evaluation of potential stroma-mediated resistances in coculture.
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Affiliation(s)
- Sophie A. Herbst
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, University of Heidelberg, Heidelberg, Germany
| | - Vladislav Kim
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
- Faculty of Biosciences, University of Heidelberg, Heidelberg, Germany
| | - Tobias Roider
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
| | - Eva C. Schitter
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Peter-Martin Bruch
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
- Department of Hematology and Oncology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Nora Liebers
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Carolin Kolb
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Mareike Knoll
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Junyan Lu
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
| | - Peter Dreger
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Carsten Müller-Tidow
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
| | - Thorsten Zenz
- Department of Medical Oncology and Hematology, University Hospital Zürich, Zürich, Switzerland
| | - Wolfgang Huber
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
| | - Sascha Dietrich
- Department of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
- Molecular Medicine Partnership Unit, Heidelberg, Germany
- Department of Hematology and Oncology, University Hospital Düsseldorf, Düsseldorf, Germany
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15
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Fernández-Garnacho EM, Nadeu F, Martín S, Mozas P, Rivero A, Delgado J, Giné E, López-Guillermo A, Duran-Ferrer M, Salaverria I, López C, Beà S, Demajo S, Jares P, Puente XS, Martín-Subero JI, Campo E, Hernández L. MALAT1 expression is associated with aggressive behavior in indolent B-cell neoplasms. Sci Rep 2023; 13:16839. [PMID: 37803049 PMCID: PMC10558466 DOI: 10.1038/s41598-023-44174-8] [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] [Received: 11/15/2022] [Accepted: 10/04/2023] [Indexed: 10/08/2023] Open
Abstract
MALAT1 long non-coding RNA has oncogenic roles but has been poorly studied in indolent B-cell neoplasms. Here, MALAT1 expression was analyzed using RNA-seq, microarrays or qRT-PCR in primary samples from clinico-biological subtypes of chronic lymphocytic leukemia (CLL, n = 266), paired Richter transformation (RT, n = 6) and follicular lymphoma (FL, n = 61). In peripheral blood (PB) CLL samples, high MALAT1 expression was associated with a significantly shorter time to treatment independently from other known prognostic factors. Coding genes expressed in association with MALAT1 in CLL were predominantly related to oncogenic pathways stimulated in the lymph node (LN) microenvironment. In RT paired samples, MALAT1 levels were lower, concordant with their acquired increased independency of external signals. Moreover, MALAT1 levels in paired PB/LN CLLs were similar, suggesting that the prognostic value of MALAT1 expression in PB is mirroring expression differences already present in LN. Similarly, high MALAT1 expression in FL predicted for a shorter progression-free survival, in association with expression pathways promoting FL pathogenesis. In summary, MALAT1 expression is related to pathophysiology and more aggressive clinical behavior of indolent B-cell neoplasms. Particularly in CLL, its levels could be a surrogate marker of the microenvironment stimulation and may contribute to refine the clinical management of these patients.
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Affiliation(s)
- Elena María Fernández-Garnacho
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
| | - Ferran Nadeu
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Silvia Martín
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
| | - Pablo Mozas
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Andrea Rivero
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Julio Delgado
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Eva Giné
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Armando López-Guillermo
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Martí Duran-Ferrer
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
| | - Itziar Salaverria
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Cristina López
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Sílvia Beà
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Santiago Demajo
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
| | - Pedro Jares
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Xose S Puente
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- University of Oviedo, Oviedo, Spain
| | - José Ignacio Martín-Subero
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Elías Campo
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Lluís Hernández
- Lymphoid Neoplasm Program, Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Centre Esther Koplowitz (CEK), Rosselló 153, 08036, Barcelona, Spain.
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.
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16
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Severin F, Mouawad N, Ruggeri E, Visentin A, Martinello L, Pagnin E, Trimarco V, Pravato S, Angotzi F, Facco M, Trentin L, Frezzato F. Focal adhesion kinase activation by calcium-dependent calpain is involved in chronic lymphocytic leukaemia cell aggressiveness. Br J Haematol 2023; 203:224-236. [PMID: 37495265 DOI: 10.1111/bjh.18996] [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: 04/11/2023] [Revised: 06/26/2023] [Accepted: 07/13/2023] [Indexed: 07/28/2023]
Abstract
Signalling events downstream the B-cell receptor (BCR) are central for the survival and progression of chronic lymphocytic leukaemia (CLL) cells. Focal adhesion kinase (FAK), regulated through calpain, interacts with molecules of BCR signalling, cytoskeletal modelling and disease progression, such as Src/Lyn, cortactin and HS1. Hypothesizing that FAK might play a key role in CLL pathogenesis, we observed a down-modulation of FAK whole form, associated with FAK cleavage due to calpain activity upon BCR stimulation. Patients, whose cells were able to release Ca++ after BCR stimulation, had less amount of full-length FAK, which translated into a higher presence of cleaved/activated form of the protein phosphorylated at Y397, these features being mostly shown by immunoglobulin heavy chain (IGHV)-unmutated poor-prognosis patients. Moreover, we found that cortactin and HS1 proteins were overexpressed in those cells, suggesting a possible interplay with FAK. Treatment with the FAK inhibitor Defactinib was able to induce apoptosis in CLL cells. In conclusion, the malignant phenotype in unfavourable-prognosis patients seems to be encouraged by the overexpression of cortactin and HS1, that, together with FAK, may be involved in a druggable pathogenetic pathway in CLL.
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Affiliation(s)
- Filippo Severin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Nayla Mouawad
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Edoardo Ruggeri
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Andrea Visentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Leonardo Martinello
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Elisa Pagnin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Valentina Trimarco
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Stefano Pravato
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Francesco Angotzi
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Monica Facco
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Livio Trentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
| | - Federica Frezzato
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padova, Padua, Italy
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17
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Verstraete N, Marku M, Domagala M, Arduin H, Bordenave J, Fournié JJ, Ysebaert L, Poupot M, Pancaldi V. An agent-based model of monocyte differentiation into tumour-associated macrophages in chronic lymphocytic leukemia. iScience 2023; 26:106897. [PMID: 37332613 PMCID: PMC10275988 DOI: 10.1016/j.isci.2023.106897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 12/07/2022] [Accepted: 05/12/2023] [Indexed: 06/20/2023] Open
Abstract
Monocyte-derived macrophages help maintain tissue homeostasis and defend the organism against pathogens. In tumors, recent studies have uncovered complex macrophage populations, including tumor-associated macrophages, which support tumorigenesis through cancer hallmarks such as immunosuppression, angiogenesis, or matrix remodeling. In the case of chronic lymphocytic leukemia, these macrophages are known as nurse-like cells (NLCs) and they protect leukemic cells from spontaneous apoptosis, contributing to their chemoresistance. We propose an agent-based model of monocyte differentiation into NLCs upon contact with leukemic B cells in vitro. We performed patient-specific model optimization using cultures of peripheral blood mononuclear cells from patients. Using our model, we were able to reproduce the temporal survival dynamics of cancer cells in a patient-specific manner and to identify patient groups related to distinct macrophage phenotypes. Our results show a potentially important role of phagocytosis in the polarization process of NLCs and in promoting cancer cells' enhanced survival.
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Affiliation(s)
- Nina Verstraete
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Malvina Marku
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Marcin Domagala
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Hélène Arduin
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Julie Bordenave
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Jean-Jacques Fournié
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Loïc Ysebaert
- Service d’Hématologie, Institut Universitaire du Cancer de Toulouse-Oncopole, 31330 Toulouse, France
| | - Mary Poupot
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
| | - Vera Pancaldi
- CRCT, Université de Toulouse, Inserm, CNRS, Université Toulouse III-Paul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
- Barcelona Supercomputing Center, Carrer de Jordi Girona, 29, 31, 08034 Barcelona, Spain
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18
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Mehdizadeh R, Ansari AM, Forouzesh F, Ghadirian R, Shahriari F, Shariatpanahi SP, Javidi MA. Cross-talk between non-ionizing electromagnetic fields and metastasis; EMT and hybrid E/M may explain the anticancer role of EMFs. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2023:S0079-6107(23)00060-3. [PMID: 37302516 DOI: 10.1016/j.pbiomolbio.2023.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 05/06/2023] [Accepted: 06/09/2023] [Indexed: 06/13/2023]
Abstract
Recent studies have shown that non-ionizing electromagnetic fields (NIEMFs) in a specific frequency, intensity, and exposure time can have anti-cancer effects on various cancer cells; however, the underlying precise mechanism of action is not transparent. Most cancer deaths are due to metastasis. This important phenomenon plays an inevitable role in different steps of cancer including progression and development. It has different stages including invasion, intravasation, migration, extravasation, and homing. Epithelial-mesenchymal transition (EMT), as well as hybrid E/M state, are biological processes, that involve both natural embryogenesis and tissue regeneration, and abnormal conditions including organ fibrosis or metastasis. In this context, some evidence reveals possible footprints of the important EMT-related pathways which may be affected in different EMFs treatments. In this article, critical EMT molecules and/or pathways which can be potentially affected by EMFs (e.g., VEGFR, ROS, P53, PI3K/AKT, MAPK, Cyclin B1, and NF-кB) are discussed to shed light on the mechanism of EMFs anti-cancer effect.
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Affiliation(s)
- Romina Mehdizadeh
- Department of Genetics, Faculty of Advanced Science, and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Alireza Madjid Ansari
- Department of Integrative Oncology, Breast Cancer Research Center, Motamed Cancer Institute, ACECR, Tehran, Iran
| | - Flora Forouzesh
- Department of Genetics, Faculty of Advanced Science, and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Reyhane Ghadirian
- Department of Integrative Oncology, Breast Cancer Research Center, Motamed Cancer Institute, ACECR, Tehran, Iran
| | - Fatemeh Shahriari
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | | | - Mohammad Amin Javidi
- Department of Integrative Oncology, Breast Cancer Research Center, Motamed Cancer Institute, ACECR, Tehran, Iran; Department of Genetics, Faculty of Advanced Science, and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
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19
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Chen SS, Barrientos JC, Ferrer G, King-Richards M, Chen YJ, Ravichandran P, Ibrahim M, Kieso Y, Waters S, Kutok JL, Peluso M, Sharma S, Weaver DT, Pachter JA, Rai KR, Chiorazzi N. Duvelisib Eliminates CLL B Cells, Impairs CLL-Supporting Cells, and Overcomes Ibrutinib Resistance in a Xenograft Model. Clin Cancer Res 2023; 29:1984-1995. [PMID: 37071496 PMCID: PMC10192081 DOI: 10.1158/1078-0432.ccr-22-2386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 02/06/2023] [Accepted: 03/15/2023] [Indexed: 04/19/2023]
Abstract
PURPOSE Inhibitors of Bruton's tyrosine kinase (BTKi) and PI3K (PI3Ki) have significantly improved therapy of chronic lymphocytic leukemia (CLL). However, the emergence of resistance to BTKi has introduced an unmet therapeutic need. Hence, we sought evidence for essential roles of PI3K-δi and PI3K-γi in treatment-naïve and BTKi-refractory CLL. EXPERIMENTAL DESIGN Responses to PI3K-δi, PI3K-γi, and the dual-inhibitor duvelisib in each B, T, and myeloid cell compartments of CLL were studied in vitro, and in a xenograft mouse model using primary cells from treatment-naïve and ibrutinib-resistant patients, and finally, in a patient with ibrutinib-resistant CLL treated with duvelisib. RESULTS We demonstrate the essential roles of PI3K-δ for CLL B-cell survival and migration, of PI3K-γ for T-cell migration and macrophage polarization, and of dual inhibition of PI3K-δ,γ for efficacious reduction of leukemia burden. We also show that samples from patients whose disease progressed on ibrutinib were responsive to duvelisib therapy in a xenograft model, irrespective of BTK mutations. In support of this, we report a patient with ibrutinib-resistant CLL, bearing a clone with BTK and PLCγ2 mutations, who responded immediately to single-agent duvelisib with redistribution lymphocytosis followed by a partial clinical remission associated with modulation of T and myeloid cells. CONCLUSIONS Our data define the mechanism of action whereby dual inhibition of PI3K-δ,γ affects CLL B-cell numbers and T and myeloid cell pro-leukemia functions and support the use of duvelisib as a valuable approach for therapeutic interventions, including for patients refractory to BTKi.
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Affiliation(s)
- Shih-Shih Chen
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | - Jacqueline C. Barrientos
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
- Department of Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY
| | - Gerardo Ferrer
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | - Morgan King-Richards
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | - Yu-Ju Chen
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | - Priyadarshini Ravichandran
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | - Michael Ibrahim
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | - Yasmine Kieso
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
| | | | | | | | | | | | | | - Kanti R. Rai
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
- Department of Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY
| | - Nicholas Chiorazzi
- Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY
- Department of Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY
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20
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Dubois K, Tannoury M, Bauvois B, Susin SA, Garnier D. Extracellular Vesicles in Chronic Lymphocytic Leukemia: Tumor Microenvironment Messengers as a Basis for New Targeted Therapies? Cancers (Basel) 2023; 15:cancers15082307. [PMID: 37190234 DOI: 10.3390/cancers15082307] [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: 03/13/2023] [Revised: 04/07/2023] [Accepted: 04/12/2023] [Indexed: 05/17/2023] Open
Abstract
In addition to intrinsic genomic and nongenomic alterations, tumor progression is also dependent on the tumor microenvironment (TME, mainly composed of the extracellular matrix (ECM), secreted factors, and bystander immune and stromal cells). In chronic lymphocytic leukemia (CLL), B cells have a defect in cell death; contact with the TME in secondary lymphoid organs dramatically increases the B cells' survival via the activation of various molecular pathways, including the B cell receptor and CD40 signaling. Conversely, CLL cells increase the permissiveness of the TME by inducing changes in the ECM, secreted factors, and bystander cells. Recently, the extracellular vesicles (EVs) released into the TME have emerged as key arbiters of cross-talk with tumor cells. The EVs' cargo can contain various bioactive substances (including metabolites, proteins, RNA, and DNA); upon delivery to target cells, these substances can induce intracellular signaling and drive tumor progression. Here, we review recent research on the biology of EVs in CLL. EVs have diagnostic/prognostic significance and clearly influence the clinical outcome of CLL; hence, from the perspective of blocking CLL-TME interactions, EVs are therapeutic targets. The identification of novel EV inhibitors might pave the way to the development of novel combination treatments for CLL and the optimization of currently available treatments (including immunotherapy).
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Affiliation(s)
- Kenza Dubois
- Sorbonne Université, Université Paris Cité, Inserm, Centre de Recherche des Cordeliers, Cell Death and Drug Resistance in Lymphoproliferative Disorders Team, F-75006 Paris, France
| | - Mariana Tannoury
- Sorbonne Université, Université Paris Cité, Inserm, Centre de Recherche des Cordeliers, Cell Death and Drug Resistance in Lymphoproliferative Disorders Team, F-75006 Paris, France
| | - Brigitte Bauvois
- Sorbonne Université, Université Paris Cité, Inserm, Centre de Recherche des Cordeliers, Cell Death and Drug Resistance in Lymphoproliferative Disorders Team, F-75006 Paris, France
| | - Santos A Susin
- Sorbonne Université, Université Paris Cité, Inserm, Centre de Recherche des Cordeliers, Cell Death and Drug Resistance in Lymphoproliferative Disorders Team, F-75006 Paris, France
| | - Delphine Garnier
- Sorbonne Université, Université Paris Cité, Inserm, Centre de Recherche des Cordeliers, Cell Death and Drug Resistance in Lymphoproliferative Disorders Team, F-75006 Paris, France
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21
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Hermansen JU, Yin Y, Urban A, Myklebust CV, Karlsen L, Melvold K, Tveita AA, Taskén K, Munthe LA, Tjønnfjord GE, Skånland SS. A tumor microenvironment model of chronic lymphocytic leukemia enables drug sensitivity testing to guide precision medicine. Cell Death Discov 2023; 9:125. [PMID: 37055391 PMCID: PMC10101987 DOI: 10.1038/s41420-023-01426-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 04/03/2023] [Indexed: 04/15/2023] Open
Abstract
The microenvironment of chronic lymphocytic leukemia (CLL) cells in lymph nodes, spleen, and bone marrow provides survival, proliferation, and drug resistance signals. Therapies need to be effective in these compartments, and pre-clinical models of CLL that are used to test drug sensitivity must mimic the tumor microenvironment to reflect clinical responses. Ex vivo models have been developed that capture individual or multiple aspects of the CLL microenvironment, but they are not necessarily compatible with high-throughput drug screens. Here, we report on a model that has reasonable associated costs, can be handled in a regularly equipped cell lab, and is compatible with ex vivo functional assays including drug sensitivity screens. The CLL cells are cultured with fibroblasts that express the ligands APRIL, BAFF and CD40L for 24 h. The transient co-culture was shown to support survival of primary CLL cells for at least 13 days, and mimic in vivo drug resistance signals. Ex vivo sensitivity and resistance to the Bcl-2 antagonist venetoclax correlated with in vivo responses. The assay was used to identify treatment vulnerabilities and guide precision medicine for a patient with relapsed CLL. Taken together, the presented CLL microenvironment model enables clinical implementation of functional precision medicine in CLL.
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Affiliation(s)
- Johanne U Hermansen
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Yanping Yin
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Haematology, Oslo University Hospital, Oslo, Norway
| | - Aleksandra Urban
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Camilla V Myklebust
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Immunology, Oslo University Hospital, Oslo, Norway
| | - Linda Karlsen
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Katrine Melvold
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Anders A Tveita
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Immunology, Oslo University Hospital, Oslo, Norway
| | - Kjetil Taskén
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ludvig A Munthe
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Immunology, Oslo University Hospital, Oslo, Norway
| | - Geir E Tjønnfjord
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Haematology, Oslo University Hospital, Oslo, Norway
| | - Sigrid S Skånland
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway.
- K. G. Jebsen Centre for B Cell Malignancies, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
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22
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Chen Y, Shao X, Yang H, Ren L, Cui Y, Zhang W, Macip S, Meng X. Interferon gamma regulates a complex pro-survival signal network in chronic lymphocytic leukemia. Eur J Haematol 2023; 110:435-443. [PMID: 36576398 DOI: 10.1111/ejh.13921] [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: 09/19/2022] [Revised: 12/20/2022] [Accepted: 12/22/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND It is known that the microenvironmental cytokine interferon gamma (IFN-γ) provides a survival advantage for chronic lymphocytic leukemia (CLL) cells. However, the mechanisms involved in this effect have not been properly investigated. METHODS Herein, we conducted a comprehensive screening of the effects of IFN-γ on signaling pathways and gene expression profiles in CLL cells by using western blotting, real-time quantitative reverse transcription (RT-qPCR) and high-throughput RNA sequencing (RNA-seq). RESULTS We found that IFN-γ not only activated the pro-survival signal transducer and activator of transcription 3 (STAT3), but also activated the protein kinase B and extracellular signal-regulated kinase signaling pathways. RNA-seq analysis showed that IFN-γ stimulation changed the expression profiles of more than 500 genes, with 391 being up-regulated and 123 down-regulated. These genes are involved in numerous biological processes, including anti-apoptosis, cell migration, and proliferation. IFN-γ significantly up-regulated the expression of CD38, BCL6, CXCL9, BCL2A1, SCOS3, IL-10, HGF, EGFR, THBS-1, FN1, and MUC1, which encode proteins potentially associated with disease progression, worse prognosis or poor response to treatment. Blocking janus kinases1/2 (JAK1/2) or STAT3 signal by specific inhibitors affected the expression of most genes, suggesting a pivotal role of the JAK1/2-STAT3 pathway in IFN-γ pro-survival effects in CLL. CONCLUSIONS Our data demonstrate that IFN-γ regulates a complex pro-survival signal network in CLL through JAK1/2-STAT3, which provides a rational explanation for IFN-γ promoting CLL cells survival and drug resistance.
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Affiliation(s)
- Yixiang Chen
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
- Henan International Joint Laboratory of Thrombosis and Hemostasis, Luoyang, China
| | - Xiaoya Shao
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
| | - Haiping Yang
- First Affiliated Hospital, Henan University of Science and Technology, Luoyang, China
| | - Leiying Ren
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
| | - Ying Cui
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
| | - Wenlu Zhang
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
| | - Salvador Macip
- Mechanisms of Cancer and Ageing Laboratory, Department of Molecular and Cell Biology, University of Leicester, Leicester, UK
- FoodLab, Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Xueqiong Meng
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
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23
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Vom Stein AF, Rebollido-Rios R, Lukas A, Koch M, von Lom A, Reinartz S, Bachurski D, Rose F, Bozek K, Abdallah AT, Kohlhas V, Saggau J, Zölzer R, Zhao Y, Bruns C, Bröckelmann PJ, Lohneis P, Büttner R, Häupl B, Oellerich T, Nguyen PH, Hallek M. LYN kinase programs stromal fibroblasts to facilitate leukemic survival via regulation of c-JUN and THBS1. Nat Commun 2023; 14:1330. [PMID: 36899005 PMCID: PMC10006233 DOI: 10.1038/s41467-023-36824-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 02/14/2023] [Indexed: 03/12/2023] Open
Abstract
Microenvironmental bystander cells are essential for the progression of chronic lymphocytic leukemia (CLL). We have discovered previously that LYN kinase promotes the formation of a microenvironmental niche for CLL. Here we provide mechanistic evidence that LYN regulates the polarization of stromal fibroblasts to support leukemic progression. LYN is overexpressed in fibroblasts of lymph nodes of CLL patients. LYN-deficient stromal cells reduce CLL growth in vivo. LYN-deficient fibroblasts show markedly reduced leukemia feeding capacity in vitro. Multi-omics profiling reveals that LYN regulates the polarization of fibroblasts towards an inflammatory cancer-associated phenotype through modulation of cytokine secretion and extracellular matrix composition. Mechanistically, LYN deletion reduces inflammatory signaling including reduction of c-JUN expression, which in turn augments the expression of Thrombospondin-1, which binds to CD47 thereby impairing CLL viability. Together, our findings suggest that LYN is essential for rewiring fibroblasts towards a leukemia-supportive phenotype.
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Affiliation(s)
- Alexander F Vom Stein
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Rocio Rebollido-Rios
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Anna Lukas
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Maximilian Koch
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Anton von Lom
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
- Mildred Scheel School of Oncology Aachen Bonn Cologne Düsseldorf, Faculty of Medicine and University Hospital of Cologne, Cologne, Germany
| | - Sebastian Reinartz
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Daniel Bachurski
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
- Mildred Scheel School of Oncology Aachen Bonn Cologne Düsseldorf, Faculty of Medicine and University Hospital of Cologne, Cologne, Germany
| | - France Rose
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- University of Cologne, Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Katarzyna Bozek
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
- University of Cologne, Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Ali T Abdallah
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Viktoria Kohlhas
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Julia Saggau
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Rebekka Zölzer
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany
| | - Yue Zhao
- Faculty of Medicine and University Hospital Cologne, Department of General, Visceral and Cancer Surgery, University of Cologne, Cologne, Germany
| | - Christiane Bruns
- Faculty of Medicine and University Hospital Cologne, Department of General, Visceral and Cancer Surgery, University of Cologne, Cologne, Germany
| | - Paul J Bröckelmann
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
- Mildred Scheel School of Oncology Aachen Bonn Cologne Düsseldorf, Faculty of Medicine and University Hospital of Cologne, Cologne, Germany
- Max-Planck Institute for the Biology of Ageing, Cologne, Germany
| | - Philipp Lohneis
- Reference Centre for Lymph Node Pathology and Hematopathology, Hämatopathologie Lübeck, Lübeck, Germany
- Faculty of Medicine and University Hospital Cologne, Department of Pathology, University of Cologne, Cologne, Germany
| | - Reinhard Büttner
- Faculty of Medicine and University Hospital Cologne, Department of Pathology, University of Cologne, Cologne, Germany
| | - Björn Häupl
- Department of Hematology/Oncology, Johann Wolfgang Goethe University, Frankfurt, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany
| | - Thomas Oellerich
- Department of Hematology/Oncology, Johann Wolfgang Goethe University, Frankfurt, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany
| | - Phuong-Hien Nguyen
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany.
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany.
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany.
| | - Michael Hallek
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany.
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany.
- CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany.
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24
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Merrien M, Wasik AM, Melén CM, Morsy MHA, Sonnevi K, Junlén HR, Christensson B, Wahlin BE, Sander B. 2-Arachidonoylglycerol Modulates CXCL12-Mediated Chemotaxis in Mantle Cell Lymphoma and Chronic Lymphocytic Leukemia. Cancers (Basel) 2023; 15:cancers15051585. [PMID: 36900374 PMCID: PMC10000973 DOI: 10.3390/cancers15051585] [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: 12/28/2022] [Revised: 02/24/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
To survive chemotherapy, lymphoma cells can relocate to protective niches where they receive support from the non-malignant cells. The biolipid 2-arachidonoylglycerol (2-AG), an agonist for the cannabinoid receptors CB1 and CB2, is released by stromal cells in the bone marrow. To investigate the role of 2-AG in lymphoma, we analyzed the chemotactic response of primary B-cell lymphoma cells enriched from peripheral blood of twenty-two chronic lymphocytic leukemia (CLL) and five mantle cell lymphoma (MCL) patients towards 2-AG alone and/or to the chemokine CXCL12. The expression of cannabinoid receptors was quantified using qPCR and the protein levels visualized by immunofluorescence and Western blot. Surface expression of CXCR4, the main cognate receptor to CXCL12, was analyzed by flow cytometry. Phosphorylation of key downstream signaling pathways activated by 2-AG and CXCL12 were measured by Western blot in three MCL cell lines and two primary CLL samples. We report that 2-AG induces chemotaxis in 80% of the primary samples, as well as 2/3 MCL cell lines. 2-AG induced in a dose-dependent manner, the migration of JeKo-1 cell line via CB1 and CB2. 2-AG affected the CXCL12-mediated chemotaxis without impacting the expression or internalization of CXCR4. We further show that 2-AG modulated p38 and p44/42 MAPK activation. Our results suggest that 2-AG has a previously unrecognized role in the mobilization of lymphoma cells by effecting the CXCL12-induced migration and the CXCR4 signaling pathways, however, with different effects in MCL compared to CLL.
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Affiliation(s)
- Magali Merrien
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden
- Correspondence: (M.M.); (B.S.)
| | - Agata M. Wasik
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden
| | - Christopher M. Melén
- Division of Haematology, Department of Medicine at Huddinge, Karolinska Institutet, 171 77 Stockholm, Sweden
- Unit of Haematology, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | | | - Kristina Sonnevi
- Division of Haematology, Department of Medicine at Huddinge, Karolinska Institutet, 171 77 Stockholm, Sweden
- Unit of Haematology, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | - Henna-Riikka Junlén
- Division of Haematology, Department of Medicine at Huddinge, Karolinska Institutet, 171 77 Stockholm, Sweden
- Unit of Haematology, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | - Birger Christensson
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden
- Pathology and Cancer, Karolinska University Hospital, 141 86 Stockholm, Sweden
| | - Björn E. Wahlin
- Division of Haematology, Department of Medicine at Huddinge, Karolinska Institutet, 171 77 Stockholm, Sweden
- Unit of Haematology, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | - Birgitta Sander
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, 171 77 Stockholm, Sweden
- Pathology and Cancer, Karolinska University Hospital, 141 86 Stockholm, Sweden
- Correspondence: (M.M.); (B.S.)
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25
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Shao X, Meng X, Yang H, Wang X, Qin L, Shen G, Xi X, Zhao H, Macip S, Chen Y. IFN-γ enhances CLL cell resistance to ABT-199 by regulating MCL-1 and BCL-2 expression via the JAK-STAT3 signaling pathway. Leuk Lymphoma 2023; 64:71-78. [PMID: 36222521 DOI: 10.1080/10428194.2022.2131408] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Although clinical outcomes of CLL have improved with the use of BCL-2 inhibitor, ABT-199, acquired resistance eventually occurs in many cases, which leads to CLL disease progression. Thus, understanding the mechanisms that mediate this relapse is important to design improved therapies. Herein, we report that cytokine IFN-γ, secreted by dysfunctional T cells, enhanced CLL cells resistance to ABT-199. IFN-γ stimulation significantly increased the expression of BCL-2, MCL-1 and BCL-xL. Blocking JAK1/2-STAT3 signaling pathway impaired the expression of these anti-apoptotic proteins after IFN-γ stimulation. The combination of ABT-199 with JAK1/2 inhibitor Ruxolitinib or STAT3 inhibitors Stattic and C188-9 increased malignant B cell death. In summary, we show that IFN-γ enhanced CLL cells resistance to ABT-199 at least in part by up-regulating BCL-2, MCL-1 and BCL-xL expression via JAK1/2-STAT3 pathway, and thus blocking this pathway with inhibitors increased ABT-199 efficiency to induce CLL cell apoptosis, suggesting a potential therapeutically relevant combination to overcome ABT-199 resistance.
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Affiliation(s)
- Xiaoya Shao
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China.,Henan International Joint Laboratory of Thrombosis and Hemostasis, Luoyang, China
| | - Xueqiong Meng
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
| | - Haiping Yang
- First Affiliated Hospital, Henan University of Science and Technology, Luoyang, China
| | - Xinxin Wang
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
| | - Ling Qin
- First Affiliated Hospital, Henan University of Science and Technology, Luoyang, China
| | - Guomin Shen
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China.,Henan International Joint Laboratory of Thrombosis and Hemostasis, Luoyang, China
| | - Xiaoping Xi
- First Affiliated Hospital, Henan University of Science and Technology, Luoyang, China
| | - Huijuan Zhao
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China
| | - Salvador Macip
- Mechanisms of Cancer and Ageing Laboratory, Department of Molecular and Cell Biology, University of Leicester, Leicester, UK.,FoodLab, Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Yixiang Chen
- School of Basic Medical Science, Henan University of Science and Technology, Luoyang, China.,Henan International Joint Laboratory of Thrombosis and Hemostasis, Luoyang, China
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26
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Elitzur S, Izraeli S, Ben-Yehuda D, Gatt ME. Lymphoid Leukemias. Clin Immunol 2023. [DOI: 10.1016/b978-0-7020-8165-1.00077-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
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27
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Macrophage- and BCR-derived but not TLR-derived signals support the growth of CLL and Richter syndrome murine models in vivo. Blood 2022; 140:2335-2347. [PMID: 36084319 DOI: 10.1182/blood.2022016272] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 09/01/2022] [Indexed: 11/20/2022] Open
Abstract
A large amount of circumstantial evidence has accumulated suggesting that Toll-like receptor (TLR) signals are involved in driving chronic lymphocytic leukemia (CLL) cell proliferation, but direct in vivo evidence for this is still lacking. We have now further addressed this possibility by pharmacologically inhibiting or genetically inactivating the TLR pathway in murine CLL and human Richter syndrome (RS) patient-derived xenograft (PDX) cells. Surprisingly, we show that pharmacologic inhibition of TLR signaling by treatment with an IRAK1/4 inhibitor delays the growth of the transplanted malignant cells in recipient mice, but genetic inactivation of the same pathway by CRISPR/Cas9-mediated disruption of IRAK4 or its proximal adaptor MyD88 has no effect. We further show that treatment with the IRAK1/4 inhibitor results in depletion of macrophages and demonstrate that these cells can support the survival and enhance the proliferation of both murine Eμ-TCL1 leukemia and human RS cells. We also show that genetic disruption of the B-cell receptor (BCR) by CRISPR/Cas9 editing of the immunoglobulin M constant region gene inhibits the growth of human RS-PDX cells in vivo, consistent with our previous finding with murine Eμ-TCL1 leukemia cells. Finally, we show that genetic disruption of IRAK4 does not result in negative selection of human CLL cell lines xenografted in immunodeficient mice. The obtained data suggest that TLR signals are unlikely to represent a major driver of CLL/RS cell proliferation and provide further evidence that signals from macrophages and the BCR promote the growth and survival of CLL and RS cells in vivo.
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28
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Cassioli C, Patrussi L, Valitutti S, Baldari CT. Learning from TCR Signaling and Immunological Synapse Assembly to Build New Chimeric Antigen Receptors (CARs). Int J Mol Sci 2022; 23:14255. [PMID: 36430728 PMCID: PMC9694822 DOI: 10.3390/ijms232214255] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/10/2022] [Accepted: 11/15/2022] [Indexed: 11/19/2022] Open
Abstract
Chimeric antigen receptor (CAR) T cell immunotherapy is a revolutionary pillar in cancer treatment. Clinical experience has shown remarkable successes in the treatment of certain hematological malignancies but only limited efficacy against B cell chronic lymphocytic leukemia (CLL) and other cancer types, especially solid tumors. A wide range of engineering strategies have been employed to overcome the limitations of CAR T cell therapy. However, it has become increasingly clear that CARs have unique, unexpected features; hence, a deep understanding of how CARs signal and trigger the formation of a non-conventional immunological synapse (IS), the signaling platform required for T cell activation and execution of effector functions, would lead a shift from empirical testing to the rational design of new CAR constructs. Here, we review current knowledge of CARs, focusing on their structure, signaling and role in CAR T cell IS assembly. We, moreover, discuss the molecular features accounting for poor responses in CLL patients treated with anti-CD19 CAR T cells and propose CLL as a paradigm for diseases connected to IS dysfunctions that could significantly benefit from the development of novel CARs to generate a productive anti-tumor response.
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Affiliation(s)
- Chiara Cassioli
- Department of Life Sciences, University of Siena, 53100 Siena, Italy
| | - Laura Patrussi
- Department of Life Sciences, University of Siena, 53100 Siena, Italy
| | - Salvatore Valitutti
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1037, Centre de Recherche en Cancérologie de Toulouse (CRCT), Université de Toulouse III-Paul Sabatier, 31037 Toulouse, France
- Department of Pathology, Institut Universitaire du Cancer-Oncopole de Toulouse, 31059 Toulouse, France
| | - Cosima T. Baldari
- Department of Life Sciences, University of Siena, 53100 Siena, Italy
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29
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Oumeslakht L, Aziz AI, Bensussan A, Ben Mkaddem S. CD160 receptor in CLL: Current state and future avenues. Front Immunol 2022; 13:1028013. [PMID: 36420268 PMCID: PMC9676924 DOI: 10.3389/fimmu.2022.1028013] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 10/19/2022] [Indexed: 08/01/2023] Open
Abstract
CD160 is a glycosylphosphatidylinositol (GPI)-anchored cell surface glycoprotein expressed on cytotoxic natural killer (NK) cells and T-cell subsets. It plays a crucial role in the activation of NK-cell cytotoxicity and cytokine production. It also modulates the immune system and is involved in some pathologies, such as cancer. CD160 is abnormally expressed in B-cell chronic lymphocytic leukemia (CLL) but not expressed in normal B lymphocytes. Its expression in CLL enhances tumor cell proliferation and resistance to apoptosis. CD160 is also a potential prognostic marker for the detection of minimal residual disease (MRD) in CLL, which is important for the clinical management of CLL, the prevention of disease relapse, and the achievement of complete remission. In this review, we present an overview of CD160 and its involvement in the pathophysiology of CLL. We also discuss its use as a prognostic marker for the assessment of MRD in CLL.
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Affiliation(s)
- Loubna Oumeslakht
- Institute of Biological Sciences, Mohammed VI Polytechnic University, Ben-Guerir, Morocco
| | - Abdel-ilah Aziz
- Institute of Biological Sciences, Mohammed VI Polytechnic University, Ben-Guerir, Morocco
| | - Armand Bensussan
- INSERM U976, Université de Paris, Hôpital Saint Louis, Paris, France
- Institut Jean Godinot, Centre de Lutte Contre le Cancer, Reims, France
| | - Sanae Ben Mkaddem
- Institute of Biological Sciences, Mohammed VI Polytechnic University, Ben-Guerir, Morocco
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30
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Raza Y, Atallah J, Luberto C. Advancements on the Multifaceted Roles of Sphingolipids in Hematological Malignancies. Int J Mol Sci 2022; 23:12745. [PMID: 36361536 PMCID: PMC9654982 DOI: 10.3390/ijms232112745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/07/2022] [Accepted: 10/17/2022] [Indexed: 09/19/2023] Open
Abstract
Dysregulation of sphingolipid metabolism plays a complex role in hematological malignancies, beginning with the first historical link between sphingolipids and apoptosis discovered in HL-60 leukemic cells. Numerous manuscripts have reviewed the field including the early discoveries that jumpstarted the studies. Many studies discussed here support a role for sphingolipids, such as ceramide, in combinatorial therapeutic regimens to enhance anti-leukemic effects and reduce resistance to standard therapies. Additionally, inhibitors of specific nodes of the sphingolipid pathway, such as sphingosine kinase inhibitors, significantly reduce leukemic cell survival in various types of leukemias. Acid ceramidase inhibitors have also shown promising results in acute myeloid leukemia. As the field moves rapidly, here we aim to expand the body of literature discussed in previously published reviews by focusing on advances reported in the latter part of the last decade.
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Affiliation(s)
- Yasharah Raza
- Department of Pharmacological Sciences, Molecular and Cellular Pharmacology, Stony Brook University, Stony Brook, NY 11794, USA
- Stony Brook Cancer Center, Stony Brook University Hospital, Stony Brook, NY 11794, USA
| | - Jane Atallah
- Stony Brook Cancer Center, Stony Brook University Hospital, Stony Brook, NY 11794, USA
- Department of Physiology and Biophysics, Stony Brook University, Stony Brook, NY 11794, USA
| | - Chiara Luberto
- Stony Brook Cancer Center, Stony Brook University Hospital, Stony Brook, NY 11794, USA
- Department of Physiology and Biophysics, Stony Brook University, Stony Brook, NY 11794, USA
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31
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Avsec D, Škrlj Miklavčič M, Burnik T, Kandušer M, Bizjak M, Podgornik H, Mlinarič-Raščan I. Inhibition of p38 MAPK or immunoproteasome overcomes resistance of chronic lymphocytic leukemia cells to Bcl-2 antagonist venetoclax. Cell Death Dis 2022; 13:860. [PMID: 36209148 PMCID: PMC9547871 DOI: 10.1038/s41419-022-05287-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 09/14/2022] [Accepted: 09/20/2022] [Indexed: 01/23/2023]
Abstract
Chronic lymphocytic leukemia (CLL) is a hematological neoplasm of CD19-positive mature-appearing B lymphocytes. Despite the clinical success of targeted therapies in CLL, the development of resistance diminishes their therapeutic activity. This is also true for the Bcl-2 antagonist venetoclax. We investigated the molecular mechanisms that drive venetoclax resistance in CLL, with a clear focus to provide new strategies to successfully combat it. Activation of CLL cells with IFNγ, PMA/ionomycin, and sCD40L diminished the cytotoxicity of venetoclax. We demonstrated that the metabolic activity of cells treated with 1 nM venetoclax alone was 48% of untreated cells, and was higher for cells co-treated with IFNγ (110%), PMA/ionomycin (78%), and sCD40L (62%). As of molecular mechanism, we showed that PMA/ionomycin and sCD40L triggered translocation of NFκB in primary CLL cells, while IFNγ activated p38 MAPK, suppressed spontaneous and venetoclax-induced apoptosis and induced formation of the immunoproteasome. Inhibition of immunoproteasome with ONX-0914 suppressed activity of immunoproteasome and synergized with venetoclax against primary CLL cells. On the other hand, inhibition of p38 MAPK abolished cytoprotective effects of IFNγ. We demonstrated that venetoclax-resistant (MEC-1 VER) cells overexpressed p38 MAPK and p-Bcl-2 (Ser70), and underexpressed Mcl-1, Bax, and Bak. Inhibition of p38 MAPK or immunoproteasome triggered apoptosis in CLL cells and overcame the resistance to venetoclax of MEC-1 VER cells and venetoclax-insensitive primary CLL cells. In conclusion, the p38 MAPK pathway and immunoproteasome represent novel targets to combat venetoclax resistance in CLL.
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Affiliation(s)
- Damjan Avsec
- grid.8954.00000 0001 0721 6013University of Ljubljana, Faculty of Pharmacy, SI-1000 Ljubljana, Slovenia
| | - Marja Škrlj Miklavčič
- grid.8954.00000 0001 0721 6013University of Ljubljana, Faculty of Pharmacy, SI-1000 Ljubljana, Slovenia
| | - Tilen Burnik
- grid.8954.00000 0001 0721 6013University of Ljubljana, Faculty of Pharmacy, SI-1000 Ljubljana, Slovenia
| | - Maša Kandušer
- grid.8954.00000 0001 0721 6013University of Ljubljana, Faculty of Pharmacy, SI-1000 Ljubljana, Slovenia
| | - Maruša Bizjak
- grid.8954.00000 0001 0721 6013University of Ljubljana, Faculty of Pharmacy, SI-1000 Ljubljana, Slovenia
| | - Helena Podgornik
- grid.8954.00000 0001 0721 6013University of Ljubljana, Faculty of Pharmacy, SI-1000 Ljubljana, Slovenia ,grid.29524.380000 0004 0571 7705University Medical Centre Ljubljana, Department of Haematology, SI-1000 Ljubljana, Slovenia
| | - Irena Mlinarič-Raščan
- grid.8954.00000 0001 0721 6013University of Ljubljana, Faculty of Pharmacy, SI-1000 Ljubljana, Slovenia
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32
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Thus YJ, Eldering E, Kater AP, Spaargaren M. Tipping the balance: toward rational combination therapies to overcome venetoclax resistance in mantle cell lymphoma. Leukemia 2022; 36:2165-2176. [PMID: 35725771 PMCID: PMC9418002 DOI: 10.1038/s41375-022-01627-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 06/07/2022] [Accepted: 06/08/2022] [Indexed: 11/27/2022]
Abstract
Mantle cell lymphoma (MCL), an aggressive, but incurable B-cell lymphoma, is genetically characterized by the t(11;14) translocation, resulting in the overexpression of Cyclin D1. In addition, deregulation of the B-cell lymphoma-2 (BCL-2) family proteins BCL-2, B-cell lymphoma-extra large (BCL-XL), and myeloid cell leukemia-1 (MCL-1) is highly common in MCL. This renders these BCL-2 family members attractive targets for therapy; indeed, the BCL-2 inhibitor venetoclax (ABT-199), which already received FDA approval for the treatment of chronic lymphocytic leukemia (CLL) and acute myeloid leukemia (AML), shows promising results in early clinical trials for MCL. However, a significant subset of patients show primary resistance or will develop resistance upon prolonged treatment. Here, we describe the underlying mechanisms of venetoclax resistance in MCL, such as upregulation of BCL-XL or MCL-1, and the recent (clinical) progress in the development of inhibitors for these BCL-2 family members, followed by the transcriptional and (post-)translational (dys)regulation of the BCL-2 family proteins, including the role of the lymphoid organ microenvironment. Based upon these insights, we discuss how rational combinations of venetoclax with other therapies can be exploited to prevent or overcome venetoclax resistance and improve MCL patient outcome.
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Affiliation(s)
- Yvonne J Thus
- Department of Pathology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
- Lymphoma and Myeloma Center Amsterdam (LYMMCARE), Amsterdam, The Netherlands
- Cancer Center Amsterdam (CCA), Cancer Biology and Immunology, Target & Therapy Discovery, Amsterdam, The Netherlands
| | - Eric Eldering
- Lymphoma and Myeloma Center Amsterdam (LYMMCARE), Amsterdam, The Netherlands
- Cancer Center Amsterdam (CCA), Cancer Biology and Immunology, Target & Therapy Discovery, Amsterdam, The Netherlands
- Department of Experimental Immunology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Institute for Infection and Immunity, Cancer Immunology, Amsterdam, The Netherlands
| | - Arnon P Kater
- Lymphoma and Myeloma Center Amsterdam (LYMMCARE), Amsterdam, The Netherlands
- Cancer Center Amsterdam (CCA), Cancer Biology and Immunology, Target & Therapy Discovery, Amsterdam, The Netherlands
- Department of Hematology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
| | - Marcel Spaargaren
- Department of Pathology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands.
- Lymphoma and Myeloma Center Amsterdam (LYMMCARE), Amsterdam, The Netherlands.
- Cancer Center Amsterdam (CCA), Cancer Biology and Immunology, Target & Therapy Discovery, Amsterdam, The Netherlands.
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33
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Liu Y, Song Y, Yin Q. Effects of ibrutinib on T-cell immunity in patients with chronic lymphocytic leukemia. Front Immunol 2022; 13:962552. [PMID: 36059445 PMCID: PMC9437578 DOI: 10.3389/fimmu.2022.962552] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 07/28/2022] [Indexed: 12/15/2022] Open
Abstract
Chronic lymphocytic leukemia (CLL), a highly heterogeneous B-cell malignancy, is characterized by tumor microenvironment disorder and T-cell immune dysfunction, which play a major role in the proliferation and survival of CLL cells. Ibrutinib is the first irreversible inhibitor of Bruton’s tyrosine kinase (BTK). In addition to targeting B-cell receptor (BCR) signaling to kill tumor cells, increasing evidence has suggested that ibrutinib regulates the tumor microenvironment and T-cell immunity in a direct and indirect manner. For example, ibrutinib not only reverses the tumor microenvironment by blocking cytokine networks and toll-like receptor signaling but also regulates T cells in number, subset distribution, T-cell receptor (TCR) repertoire and immune function by inhibiting interleukin-2 inducible T-cell kinase (ITK) and reducing the expression of inhibitory receptors, and so on. In this review, we summarize the current evidence for the effects of ibrutinib on the tumor microenvironment and cellular immunity of patients with CLL, particularly for the behavior and function of T cells, explore its potential mechanisms, and provide a basis for the clinical benefits of long-term ibrutinib treatment and combined therapy based on T-cell-based immunotherapies.
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Bruch P, Giles HAR, Kolb C, Herbst SA, Becirovic T, Roider T, Lu J, Scheinost S, Wagner L, Huellein J, Berest I, Kriegsmann M, Kriegsmann K, Zgorzelski C, Dreger P, Zaugg JB, Müller‐Tidow C, Zenz T, Huber W, Dietrich S. Drug-microenvironment perturbations reveal resistance mechanisms and prognostic subgroups in CLL. Mol Syst Biol 2022; 18:e10855. [PMID: 35959629 PMCID: PMC9372727 DOI: 10.15252/msb.202110855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 07/14/2022] [Accepted: 07/22/2022] [Indexed: 11/25/2022] Open
Abstract
The tumour microenvironment and genetic alterations collectively influence drug efficacy in cancer, but current evidence is limited and systematic analyses are lacking. Using chronic lymphocytic leukaemia (CLL) as a model disease, we investigated the influence of 17 microenvironmental stimuli on 12 drugs in 192 genetically characterised patient samples. Based on microenvironmental response, we identified four subgroups with distinct clinical outcomes beyond known prognostic markers. Response to multiple microenvironmental stimuli was amplified in trisomy 12 samples. Trisomy 12 was associated with a distinct epigenetic signature. Bromodomain inhibition reversed this epigenetic profile and could be used to target microenvironmental signalling in trisomy 12 CLL. We quantified the impact of microenvironmental stimuli on drug response and their dependence on genetic alterations, identifying interleukin 4 (IL4) and Toll-like receptor (TLR) stimulation as the strongest actuators of drug resistance. IL4 and TLR signalling activity was increased in CLL-infiltrated lymph nodes compared with healthy samples. High IL4 activity correlated with faster disease progression. The publicly available dataset can facilitate the investigation of cell-extrinsic mechanisms of drug resistance and disease progression.
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Affiliation(s)
- Peter‐Martin Bruch
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
| | - Holly AR Giles
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
- EMBL HeidelbergHeidelbergGermany
- Collaboration for Joint PhD Degree between EMBL and Heidelberg UniversityFaculty of BiosciencesHeidelbergGermany
| | - Carolin Kolb
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
| | - Sophie A Herbst
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
- EMBL HeidelbergHeidelbergGermany
- German Cancer Research Center (DKFZ)HeidelbergGermany
| | - Tina Becirovic
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
| | - Tobias Roider
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
- EMBL HeidelbergHeidelbergGermany
| | | | - Sebastian Scheinost
- German Cancer Research Center (DKFZ)HeidelbergGermany
- National Center for Tumour DiseasesHeidelbergGermany
| | - Lena Wagner
- German Cancer Research Center (DKFZ)HeidelbergGermany
- National Center for Tumour DiseasesHeidelbergGermany
| | | | | | - Mark Kriegsmann
- Institute of PathologyUniversity of HeidelbergHeidelbergGermany
| | | | | | - Peter Dreger
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
| | - Judith B Zaugg
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
- EMBL HeidelbergHeidelbergGermany
| | - Carsten Müller‐Tidow
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
| | - Thorsten Zenz
- Department of HematologyUniversity of ZürichZürichSwitzerland
| | - Wolfgang Huber
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
- EMBL HeidelbergHeidelbergGermany
| | - Sascha Dietrich
- Department of Medicine VHeidelberg University HospitalHeidelbergGermany
- Molecular Medicine Partnership Unit (MMPU)HeidelbergGermany
- EMBL HeidelbergHeidelbergGermany
- German Cancer Research Center (DKFZ)HeidelbergGermany
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35
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Xie R, Xie M, Zhu L, Chiu JWY, Lam W, Yap DYH. The Relationship of Pyroptosis-Related Genes, Patient Outcomes, and Tumor-Infiltrating Cells in Bladder Urothelial Carcinoma (BLCA). Front Pharmacol 2022; 13:930951. [PMID: 35928267 PMCID: PMC9343957 DOI: 10.3389/fphar.2022.930951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/16/2022] [Indexed: 11/17/2022] Open
Abstract
Introduction: The role of pyroptosis and its effects on tumor-infiltrating cells (TICs) in the pathogenesis and treatment outcomes of patients with bladder urothelial carcinoma (BLCA) remains unclear. Methods: We conducted a bioinformatics analysis on the pyroptosis-related genes (PRGs) and TICs using data from public domains, and evaluated their impact on the pathogenesis and clinical outcomes of BLCA patients. A risk score based on PRGs and a prognostic risk model that incorporated patient demographics, tumor characteristics, and differentially expressed genes (DEGs) were developed. Results: Twenty-three DEGs of 52 PRGs were identified in BLCA and normal samples from the TCGA database. Missense mutations and single nucleotide polymorphisms in PRGs are the most common genetic abnormalities. Patients with high PRG risk scores showed an inferior survival compared to those with low risk scores. The prognostic risk model based on patient demographics, tumor characteristics, and DEGs showed good predictive values for patient survival at 1, 3, and 5 years in BLCA patients. Caspase-8 (CASP8) was the only intersection gene of the prognostic genes, DEGs, and different genes expressed in tissue. Patients with a high CASP8 expression had improved survival, and an increased CASP8 expression level was observed in activated CD4 memory T cells, follicular T helper cells, resting NK cells, M0 macrophages, and activated dendritic cells. CASP8 expression also showed a positive correlation with the IL7R expression—a key cell marker of CD4 memory T cells. CASP8 expression also showed correlations with immune checkpoints (PDCD1, CD274, and CTLA4) and response to immune checkpoint inhibitors. Conclusion: Our data suggest that PRGs, especially CASP8, showed strong associations with patient outcomes and TICs in BLCA. If validated, these results could potentially aid in the prognostication and guide treatment in BLCA patients.
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Affiliation(s)
- Ruiyan Xie
- Division of Nephrology, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Ming Xie
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Litong Zhu
- Division of Nephrology, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Joanne W. Y. Chiu
- Division of Haematology, Medical Oncology and Haemopoietic Stem Cell Transplantation, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Wayne Lam
- Division of Urology, Department of Surgery, Queen Mary Hospital, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Desmond Y. H. Yap
- Division of Nephrology, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
- *Correspondence: Desmond Y. H. Yap,
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36
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CLL-Derived Extracellular Vesicles Impair T-Cell Activation and Foster T-Cell Exhaustion via Multiple Immunological Checkpoints. Cells 2022; 11:cells11142176. [PMID: 35883619 PMCID: PMC9320608 DOI: 10.3390/cells11142176] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 07/06/2022] [Accepted: 07/11/2022] [Indexed: 02/04/2023] Open
Abstract
Background: Chronic lymphocytic leukemia (CLL) is characterized by the clonal expansion of malignant B-cells and multiple immune defects. This leads, among others, to severe infectious complications and inefficient immune surveillance. T-cell deficiencies in CLL include enhanced immune(-metabolic) exhaustion, impaired activation and cytokine production, and immunological synapse malformation. Several studies have meanwhile reported CLL-cell–T-cell interactions that culminate in T-cell dysfunction. However, the complex entirety of their interplay is incompletely understood. Here, we focused on the impact of CLL cell-derived vesicles (EVs), which are known to exert immunoregulatory effects, on T-cell function. Methods: We characterized EVs secreted by CLL-cells and determined their influence on T-cells in terms of survival, activation, (metabolic) fitness, and function. Results: We found that CLL-EVs hamper T-cell viability, proliferation, activation, and metabolism while fostering their exhaustion and formation of regulatory T-cell subsets. A detailed analysis of the CLL-EV cargo revealed an abundance of immunological checkpoints (ICs) that could explain the detected T-cell dysregulations. Conclusions: The identification of a variety of ICs loaded on CLL-EVs may account for T-cell defects in CLL patients and could represent a barrier for immunotherapies such as IC blockade or adoptive T-cell transfer. Our findings could pave way for improving antitumor immunity by simultaneously targeting EV formation or multiple ICs.
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37
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Collard JP, McKenna MK, Noothi SK, Alhakeem SS, Rivas JR, Rangnekar VM, Muthusamy N, Bondada S. Role of the splenic microenvironment in chronic lymphocytic leukemia development in Eµ-TCL1 transgenic mice. Leuk Lymphoma 2022; 63:1810-1822. [DOI: 10.1080/10428194.2022.2045596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- James P. Collard
- Department of Microbiology, Immunology and Molecular Genetics and Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Mary K. McKenna
- Department of Microbiology, Immunology and Molecular Genetics and Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Sunil K. Noothi
- Department of Microbiology, Immunology and Molecular Genetics and Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Sara S. Alhakeem
- Department of Microbiology, Immunology and Molecular Genetics and Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Jacqueline R. Rivas
- Department of Microbiology, Immunology and Molecular Genetics and Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Vivek M. Rangnekar
- Department of Radiation Medicine and Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Natarajan Muthusamy
- Division of Hematology, James Cancer Center, Ohio State University, Columbus, OH, USA
| | - Subbarao Bondada
- Department of Microbiology, Immunology and Molecular Genetics and Markey Cancer Center, University of Kentucky, Lexington, KY, USA
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38
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Tatangelo V, Boncompagni G, Capitani N, Lopresti L, Manganaro N, Frezzato F, Visentin A, Trentin L, Baldari CT, Patrussi L. p66Shc Deficiency in Chronic Lymphocytic Leukemia Promotes Chemokine Receptor Expression Through the ROS-Dependent Inhibition of NF-κB. Front Oncol 2022; 12:877495. [PMID: 35847884 PMCID: PMC9278989 DOI: 10.3389/fonc.2022.877495] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 06/01/2022] [Indexed: 12/02/2022] Open
Abstract
The microenvironment of lymphoid organs is central to the pathogenesis of chronic lymphocytic leukemia (CLL). Within it, tumor cells find a favourable niche to escape immunosurveillance and acquire pro-survival signals. We have previously reported that a CLL-associated defect in the expression of the pro-apoptotic and pro-oxidant adaptor p66Shc leads to enhanced homing to and accumulation of leukemic cells in the lymphoid microenvironment. The p66Shc deficiency-related impairment in intracellular reactive oxygen species (ROS) production in CLL cells is causally associated to the enhanced expression of the chemokine receptors CCR2, CXCR3 and CCR7, that promote leukemic cell homing to both lymphoid and non-lymphoid organs, suggesting the implication of a ROS-modulated transcription factor(s). Here we show that the activity of the ROS-responsive p65 subunit of the transcription factor NF-κB was hampered in the CLL-derived cell line MEC-1 expressing a NF-κB-luciferase reporter following treatment with H2O2. Similar results were obtained when intracellular ROS were generated by expression of p66Shc, but not of a ROS-defective mutant, in MEC-1 cells. NF-κB activation was associated with increased expression of the chemokine receptors CCR2, CXCR3 and CCR7. Reconstitution of p66Shc in CLL cells normalized intracellular ROS and hampered NF-κB activation, which led to a decrease in the expression of these homing receptors. Our data provide direct evidence that the p66Shc-deficiency-related ROS depletion in CLL cells concurs to NF-κB hyperactivation and homing receptor overexpression, providing a mechanistic basis for the enhanced ability of these cells to accumulate in the pro-survival lymphoid niche.
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Affiliation(s)
| | | | - Nagaja Capitani
- Department of Life Sciences, University of Siena, Siena, Italy
| | | | - Noemi Manganaro
- Department of Life Sciences, University of Siena, Siena, Italy
| | - Federica Frezzato
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | - Andrea Visentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | - Livio Trentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | | | - Laura Patrussi
- Department of Life Sciences, University of Siena, Siena, Italy
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39
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Chen R, Chen Y, Xiong P, Zheleva D, Blake D, Keating MJ, Wierda WG, Plunkett W. Cyclin-dependent kinase inhibitor fadraciclib (CYC065) depletes anti-apoptotic protein and synergizes with venetoclax in primary chronic lymphocytic leukemia cells. Leukemia 2022; 36:1596-1608. [PMID: 35383271 PMCID: PMC9162916 DOI: 10.1038/s41375-022-01553-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 03/10/2022] [Accepted: 03/18/2022] [Indexed: 12/24/2022]
Abstract
Fadraciclib (CYC065) is a second-generation aminopurine CDK2/9 inhibitor with increased potency and selectivity toward CDK2 and CDK9 compared to seliciclib (R-roscovitine). In chronic lymphocytic leukemia (CLL), a disease that depends on the over-expression of anti-apoptotic proteins for its survival, inhibition of CDK9 by fadraciclib reduced phosphorylation of the C-terminal domain of RNA polymerase II and blocked transcription in vitro; these actions depleted the intrinsically short-lived anti-apoptotic protein Mcl-1 and induced apoptosis. While the simulated bone marrow and lymph node microenvironments induced Mcl-1 expression and protected CLL cells from apoptosis, these conditions did not prolong the turnover rate of Mcl-1, and fadraciclib efficiently abrogated the protective effect. Further, fadraciclib was synergistic with the Bcl-2 antagonist venetoclax, inducing more profound CLL cell death, especially in samples with 17p deletion. While fadraciclib, venetoclax, and the combination each had distinct kinetics of cell death induction, their activities were reversible, as no additional cell death was induced upon removal of the drugs. The best combination effects were achieved when both drugs were maintained together. Altogether, this study provides a rationale for the clinical development of fadraciclib in CLL, either alone or in combination with a Bcl-2 antagonist.
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Affiliation(s)
- Rong Chen
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yuling Chen
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ping Xiong
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Michael J Keating
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - William G Wierda
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - William Plunkett
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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40
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Taylor J, Wilmore S, Marriot S, Rogers-Broadway KR, Fell R, Minton AR, Branch T, Ashton-Key M, Coldwell M, Stevenson FK, Forconi F, Steele AJ, Packham G, Yeomans A. B-cell receptor signaling induces proteasomal degradation of PDCD4 via MEK1/2 and mTORC1 in malignant B cells. Cell Signal 2022; 94:110311. [PMID: 35306137 PMCID: PMC9077442 DOI: 10.1016/j.cellsig.2022.110311] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 03/11/2022] [Accepted: 03/13/2022] [Indexed: 12/12/2022]
Abstract
B-cell receptor (BCR) signaling plays a major role in the pathogenesis of B-cell malignancies and is an established target for therapy, including in chronic lymphocytic leukemia cells (CLL), the most common B-cell malignancy. We previously demonstrated that activation of BCR signaling in primary CLL cells downregulated expression of PDCD4, an inhibitor of the translational initiation factor eIF4A and a potential tumor suppressor in lymphoma. Regulation of the PDCD4/eIF4A axis appeared to be important for expression of the MYC oncoprotein as MYC mRNA translation was increased following BCR stimulation and MYC protein induction was repressed by pharmacological inhibition of eIF4A. Here we show that MYC expression is also associated with PDCD4 down-regulation in CLL cells in vivo and characterize the signaling pathways that mediate BCR-induced PDCD4 down-regulation in CLL and lymphoma cells. PDCD4 downregulation was mediated by proteasomal degradation as it was inhibited by proteasome inhibitors in both primary CLL cells and B-lymphoma cell lines. In lymphoma cells, PDCD4 degradation was predominantly dependent on signaling via the AKT pathway. By contrast, in CLL cells, both ERK and AKT pathways contributed to PDCD4 down-regulation and dual inhibition using ibrutinib with either MEK1/2 or mTORC1 inhibition was required to fully reverse PDCD4 down-regulation. Consistent with this, dual inhibition of BTK with MEK1/2 or mTORC1 resulted in the strongest inhibition of BCR-induced MYC expression. This study provides important new insight into the regulation of mRNA translation in B-cell malignancies and a rationale for combinations of kinase inhibitors to target translation control and MYC expression.
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Affiliation(s)
- Joe Taylor
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Sarah Wilmore
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Sophie Marriot
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Karly-Rai Rogers-Broadway
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Rachel Fell
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Annabel R Minton
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Tom Branch
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Meg Ashton-Key
- Department of Cellular Pathology, Southampton General Hospital, Southampton, United Kingdom
| | - Mark Coldwell
- Centre for Biological Sciences, Faculty of Natural and Environmental Sciences, University of Southampton, Southampton, United Kingdom
| | - Freda K Stevenson
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Francesco Forconi
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Andrew J Steele
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Graham Packham
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom.
| | - Alison Yeomans
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
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41
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Rusyn L, Reinartz S, Nikiforov A, Mikhael N, Vom Stein A, Kohlhas V, Bloehdorn J, Stilgenbauer S, Lohneis P, Buettner R, Robrecht S, Fischer K, Pallasch C, Hallek M, Nguyen PH, Seeger-Nukpezah T. The scaffold protein NEDD9 is necessary for leukemia-cell migration and disease progression in a mouse model of chronic lymphocytic leukemia. Leukemia 2022; 36:1794-1805. [PMID: 35523865 PMCID: PMC9252910 DOI: 10.1038/s41375-022-01586-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 03/16/2022] [Accepted: 04/25/2022] [Indexed: 11/24/2022]
Abstract
The scaffold protein NEDD9 is frequently upregulated and hyperphosphorylated in cancers, and is associated with poor clinical outcome. NEDD9 promotes B-cell adhesion, migration and chemotaxis, pivotal processes for malignant development. We show that global or B-cell-specific deletion of Nedd9 in chronic lymphocytic leukemia (CLL) mouse models delayed CLL development, markedly reduced disease burden and resulted in significant survival benefit. NEDD9 was required for efficient CLL cell homing, chemotaxis, migration and adhesion. In CLL patients, peripheral NEDD9 expression was associated with adhesion and migration signatures as well as leukocyte count. Additionally, CLL lymph nodes frequently expressed high NEDD9 levels, with a subset of patients showing NEDD9 expression enriched in the CLL proliferation centers. Blocking activity of prominent NEDD9 effectors, including AURKA and HDAC6, effectively reduced CLL cell migration and chemotaxis. Collectively, our study provides evidence for a functional role of NEDD9 in CLL pathogenesis that involves intrinsic defects in adhesion, migration and homing.
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Affiliation(s)
- Lisa Rusyn
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany
| | - Sebastian Reinartz
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany.,CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Center for Molecular Medicine Cologne, Cologne, Germany
| | - Anastasia Nikiforov
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany
| | - Nelly Mikhael
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany
| | - Alexander Vom Stein
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany.,CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Center for Molecular Medicine Cologne, Cologne, Germany
| | - Viktoria Kohlhas
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany.,CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Center for Molecular Medicine Cologne, Cologne, Germany
| | | | | | - Philipp Lohneis
- Hämatopathologie Lübeck, Reference Centre for Lymphnode Pathology and Haematopathology, Luebeck, Germany
| | | | - Sandra Robrecht
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany
| | - Kirsten Fischer
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany
| | - Christian Pallasch
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany.,CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Center for Molecular Medicine Cologne, Cologne, Germany
| | - Michael Hallek
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany.,CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Center for Molecular Medicine Cologne, Cologne, Germany
| | - Phuong-Hien Nguyen
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany. .,CECAD Center of Excellence on Cellular Stress Responses in Aging-Associated Diseases, Center for Molecular Medicine Cologne, Cologne, Germany.
| | - Tamina Seeger-Nukpezah
- Faculty of Medicine and Cologne University Hospital, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany.
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42
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TGF-β/SMAD Pathway Is Modulated by miR-26b-5p: Another Piece in the Puzzle of Chronic Lymphocytic Leukemia Progression. Cancers (Basel) 2022; 14:cancers14071676. [PMID: 35406446 PMCID: PMC8997107 DOI: 10.3390/cancers14071676] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 03/21/2022] [Accepted: 03/22/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary TGF-β is a key immunoregulatory pathway that can limit the proliferation of B-lymphocytes. Chronic lymphocytic leukemia (CLL) has been historically conceptualized as a neoplasm characterized by accumulation of mature B cells escaping programmed cell death and undergoing cell-cycle arrest in the G0/G1 phase. However, new evidence indicates that tumor expansion is in fact a dynamic process in which cell proliferation also plays an important role. In general, cancers progress by the emergence of subclones with genomic aberrations distinct from the initial tumor. Often, these subclones are selected for advantages in cell survival and/or growth. Here, we provide novel evidence to explain, at least in part, the origins of CLL progression in a subgroup of patients with a poor clinical outcome. In this cohort, the immunoregulatory pathway TGF-β/SMAD is modulated by miR-26b-5p and the impairment of this axis bypasses cell cycle arrest in CLL cells facilitating disease progression. Abstract Clinical and molecular heterogeneity are hallmarks of chronic lymphocytic leukemia (CLL), a neoplasm characterized by accumulation of mature and clonal long-lived CD5 + B-lymphocytes. Mutational status of the IgHV gene of leukemic clones is a powerful prognostic tool in CLL, and it is well established that unmutated CLLs (U-CLLs) have worse evolution than mutated cases. Nevertheless, progression and treatment requirement of patients can evolve independently from the mutational status. Microenvironment signaling or epigenetic changes partially explain this different behavior. Thus, we think that detailed characterization of the miRNAs landscape from patients with different clinical evolution could facilitate the understanding of this heterogeneity. Since miRNAs are key players in leukemia pathogenesis and evolution, we aim to better characterize different CLL behaviors by comparing the miRNome of clinically progressive U-CLLs vs. stable U-CLLs. Our data show up-regulation of miR-26b-5p, miR-106b-5p, and miR-142-5p in progressive cases and indicate a key role for miR-26b-5p during CLL progression. Specifically, up-regulation of miR-26b-5p in CLL cells blocks TGF-β/SMAD pathway by down-modulation of SMAD-4, resulting in lower expression of p21−Cip1 kinase inhibitor and higher expression of c-Myc oncogene. This work describes a new molecular mechanism linking CLL progression with TGF-β modulation and proposes an alternative strategy to explore in CLL therapy.
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Boncompagni G, Varone A, Tatangelo V, Capitani N, Frezzato F, Visentin A, Trentin L, Corda D, Baldari CT, Patrussi L. Glycerophosphoinositol Promotes Apoptosis of Chronic Lymphocytic Leukemia Cells by Enhancing Bax Expression and Activation. Front Oncol 2022; 12:835290. [PMID: 35392232 PMCID: PMC8980805 DOI: 10.3389/fonc.2022.835290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
An imbalance in the expression of pro- and anti-apoptotic members of the Bcl-2 family of apoptosis-regulating proteins is one of the main biological features of CLL, highlighting these proteins as therapeutic targets for treatment of this malignancy. Indeed, the Bcl-2 inhibitor Venetoclax is currently used for both first-line treatment and treatment of relapsed or refractory CLL. An alternative avenue is the transcriptional modulation of Bcl-2 family members to tilt their balance towards apoptosis. Glycerophosphoinositol (GroPIns) is a biomolecule generated from membrane phosphoinositides by the enzymes phospholipase A2 and lysolipase that pleiotropically affects key cellular functions. Mass-spectrometry analysis of GroPIns interactors recently highlighted the ability of GroPIns to bind to the non-receptor tyrosine phosphatase SHP-1, a known promoter of Bax expression, suggesting that GroPIns might correct the Bax expression defect in CLL cells, thereby promoting their apoptotic demise. To test this hypothesis, we cultured CLL cells in the presence of GroPIns, alone or in combination with drugs commonly used for treatment of CLL. We found that GroPIns alone increases Bax expression and apoptosis in CLL cells and enhances the pro-apoptotic activity of drugs used for CLL treatment in a SHP-1 dependent manner. Interestingly, among GroPIns interactors we found Bax itself. Short-term treatments of CLL cells with GroPIns induce Bax activation and translocation to the mitochondria. Moreover, GroPIns enhances the pro-apoptotic activity of Venetoclax and Fludarabine in CLL cells. These data provide evidence that GroPIns exploits two different pathways converging on Bax to promote apoptosis of leukemic cells and pave the way to new studies aimed at testing GroPIns in combination therapies for the treatment of CLL.
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Affiliation(s)
| | - Alessia Varone
- Institute of Endocrinology and Experimental Oncology “G. Salvatore”, National Research Council, Naples, Italy
| | | | - Nagaja Capitani
- Department of Life Sciences, University of Siena, Siena, Italy
| | - Federica Frezzato
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | - Andrea Visentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | - Livio Trentin
- Hematology and Clinical Immunology Unit, Department of Medicine, University of Padua, Padua, Italy
| | - Daniela Corda
- Department of Biomedical Sciences, National Research Council, Rome, Italy
| | | | - Laura Patrussi
- Department of Life Sciences, University of Siena, Siena, Italy
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Goodarzi A, Valikhani M, Amiri F, Safari A. The mechanisms of mutual relationship between malignant hematologic cells and mesenchymal stem cells: Does it contradict the nursing role of mesenchymal stem cells? Cell Commun Signal 2022; 20:21. [PMID: 35236376 PMCID: PMC8889655 DOI: 10.1186/s12964-022-00822-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 12/18/2021] [Indexed: 12/15/2022] Open
Abstract
Mesenchymal stem/stromal cells (MSCs) are known as the issue in biology because of some unpredictable characteristics in the different microenvironments especially in their bone marrow niche. MSCs are used in the regenerative medicine because of their unique potentials for trans-differentiation, immunomodulation, and paracrine capacity. But, their pathogenic and pro-survival effects in tumors/cancers including hematologic malignancies are indisputable. MSCs and/or their derivatives might be involved in tumor growth, metastasis and drug resistance in the leukemias. One of important relationship is MSCs and hematologic malignancy-derived cells which affects markedly the outcome of disease. The communication between these two cells may be contact-dependent and/or contact-independent. In this review, we studied the crosstalk between MSCs and malignant hematologic cells which results the final feedback either the progression or suppression of blood cell malignancy. Video abstract.
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Affiliation(s)
- Alireza Goodarzi
- Department of Medical Laboratory Sciences, School of Paramedicine, Hamadan University of Medical Sciences, Shahid Fahmideh Blvd., The Opposite Side of Mardom Park, Hamadan, 6517838741, Iran
| | - Mohsen Valikhani
- Hematology Department, School of Allied Medical Science, Iran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Amiri
- Department of Medical Laboratory Sciences, School of Paramedicine, Hamadan University of Medical Sciences, Shahid Fahmideh Blvd., The Opposite Side of Mardom Park, Hamadan, 6517838741, Iran.
| | - Armita Safari
- Student Research Committee, Hamadan University of Medical Science, Hamadan, Iran
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Druggable Molecular Pathways in Chronic Lymphocytic Leukemia. Life (Basel) 2022; 12:life12020283. [PMID: 35207569 PMCID: PMC8875960 DOI: 10.3390/life12020283] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 02/08/2022] [Accepted: 02/12/2022] [Indexed: 12/02/2022] Open
Abstract
Chronic lymphocytic leukemia (CLL), the most common type of leukemia in adults, is characterized by a high degree of clinical heterogeneity that is influenced by the disease’s molecular complexity. The genes most frequently affected in CLL cluster into specific biological pathways, including B-cell receptor (BCR) signaling, apoptosis, NF-κB, and NOTCH1 signaling. BCR signaling and the apoptosis pathway have been exploited to design targeted medicines for CLL therapy. Consistently, molecules that selectively inhibit specific BCR components, namely Bruton tyrosine kinase (BTK) and phosphoinositide 3-kinase (PI3K) as well as inhibitors of BCL2, have revolutionized the therapeutic management of CLL patients. Several BTK inhibitors and PI3K inhibitors with different modes of action are currently used or are in development in advanced stage clinical trials. Moreover, the restoration of apoptosis by the BCL2 inhibitor venetoclax offers meaningful clinical activity with a fixed-duration scheme. Inhibitors of the BCR and of BCL2 are able to overcome the chemorefractoriness associated with high-risk genetic features, including TP53 disruption. Other signaling cascades involved in CLL pathogenesis, in particular NOTCH signaling and NF-kB signaling, already provide biomarkers for a precision medicine approach to CLL and may represent potential druggable targets for the future. The aim of the present review is to discuss the druggable pathways of CLL and to provide the biological background of the high efficacy of targeted biological drugs in CLL.
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Zarobkiewicz MK, Bojarska-Junak AA. The Mysterious Actor-γδ T Lymphocytes in Chronic Lymphocytic Leukaemia (CLL). Cells 2022; 11:cells11040661. [PMID: 35203309 PMCID: PMC8870520 DOI: 10.3390/cells11040661] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/06/2022] [Accepted: 02/08/2022] [Indexed: 02/07/2023] Open
Abstract
Chronic lymphocytic leukaemia (CLL) is the most common leukaemia among adults. It is the clonal expansion of B cells expressing CD19 and CD5. Despite significant progress in treatment, CLL is still incurable. γδ T cells comprise an important subset of the cytotoxic T cells. Although γδ T cells in CLL are dysfunctional, they still can possibly be used for immunotherapy. The current paper reviews our understanding of γδ T lymphocytes in CLL.
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Interleukin (IL)-9 Supports the Tumor-Promoting Environment of Chronic Lymphocytic Leukemia. Cancers (Basel) 2021; 13:cancers13246301. [PMID: 34944921 PMCID: PMC8699356 DOI: 10.3390/cancers13246301] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 12/13/2021] [Accepted: 12/14/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Interleukin 9 (IL-9), a soluble factor secreted by immune cells, has been found in several tumor niches where, depending on the specific tumor type, it either promotes or counteracts tumor development. Recently, IL-9 has been implicated in the development of chronic lymphocytic leukemia, although the underlying molecular mechanism remains unknown. Here, we summarize the current knowledge concerning the roles of IL-9 in disease, with a focus on its implication in the pathogenesis of chronic lymphocytic leukemia. Abstract Interleukin (IL)-9 is a soluble factor secreted by immune cells into the microenvironment. Originally identified as a mediator of allergic responses, IL-9 has been detected in recent years in several tumor niches. In solid tumors, it mainly promotes anti-tumor immune responses, while in hematologic malignancies, it sustains the growth and survival of neoplastic cells. IL-9 has been recently implicated in the pathogenesis of chronic lymphocytic leukemia; however, the molecular mechanisms underlying its contribution to this complex neoplasia are still unclear. Here, we summarize the current knowledge of IL-9 in the tumor microenvironment, with a focus on its role in the pathogenesis of chronic lymphocytic leukemia.
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A novel class of oxazepine-based anti-cancer agents induces cell death in primary human CLL cells and efficiently reduces tumor growth in Eμ-TCL1 mice through the JNK/STAT4/p66Shc axis. Pharmacol Res 2021; 174:105965. [PMID: 34732370 DOI: 10.1016/j.phrs.2021.105965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 10/11/2021] [Accepted: 10/27/2021] [Indexed: 11/23/2022]
Abstract
Survival and expansion of malignant B cells in chronic lymphocytic leukemia (CLL) are highly dependent both on intrinsic defects in the apoptotic machinery and on the interactions with cells and soluble factors in the lymphoid microenvironment. The adaptor protein p66Shc is a negative regulator of antigen receptor signaling, chemotaxis and apoptosis whose loss in CLL B cells contributes to their extended survival and poor prognosis. Hence, the identification of compounds that restore p66Shc expression and function in malignant B cells may pave the way to a new therapeutic approach for CLL. Here we show that a novel oxazepine-based compound (OBC-1) restores p66Shc expression in primary human CLL cells by promoting JNK-dependent STAT4 activation without affecting normal B cells. Moreover, we demonstrate that the potent pro-apoptotic activity of OBC-1 in human leukemic cells directly correlates with p66Shc expression levels and is abrogated when p66Shc is genetically deleted. Preclinical testing of OBC-1 and the novel analogue OBC-2 in Eμ-TCL1 tumor-bearing mice resulted in a significantly longer overall survival and a reduction of the tumor burden in the spleen and peritoneum. Interestingly, OBCs promote leukemic cell mobilization from the spleen to the blood, which correlates with upregulation of sphingosine-1-phosphate receptor expression. In summary, our work identifies OBCs as a promising class of compounds that, by boosting p66Shc expression through the activation of the JNK/STAT4 pathway, display dual therapeutic effects for CLL intervention, namely the ability to mobilize cells from secondary lymphoid organs and a potent pro-apoptotic activity against circulating leukemic cells.
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Tarantelli C, Argnani L, Zinzani PL, Bertoni F. PI3Kδ Inhibitors as Immunomodulatory Agents for the Treatment of Lymphoma Patients. Cancers (Basel) 2021; 13:5535. [PMID: 34771694 PMCID: PMC8582887 DOI: 10.3390/cancers13215535] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 10/23/2021] [Accepted: 10/29/2021] [Indexed: 12/20/2022] Open
Abstract
The development of small molecules able to block specific or multiple isoforms of phosphoinositide 3-kinases (PI3K) has already been an active field of research for many years in the cancer field. PI3Kδ inhibitors are among the targeted agents most extensively studied for the treatment of lymphoma patients and PI3Kδ inhibitors are already approved by regulatory agencies. More recently, it became clear that the anti-tumor activity of PI3K inhibitors might not be due only to a direct effect on the cancer cells but it can also be mediated via inhibition of the kinases in non-neoplastic cells present in the tumor microenvironment. T-cells represent an important component of the tumor microenvironment and they comprise different subpopulations that can have both anti- and pro-tumor effects. In this review article, we discuss the effects that PI3Kδ inhibitors exert on the immune system with a particular focus on the T-cell compartment.
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Affiliation(s)
- Chiara Tarantelli
- Institute of Oncology Research, Faculty of Biomedical Sciences, USI, 6500 Bellinzona, Switzerland;
| | - Lisa Argnani
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.A.); (P.L.Z.)
- Istituto di Ematologia “Seràgnoli”, Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università degli Studi di Bologna, 40138 Bologna, Italy
| | - Pier Luigi Zinzani
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.A.); (P.L.Z.)
- Istituto di Ematologia “Seràgnoli”, Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università degli Studi di Bologna, 40138 Bologna, Italy
| | - Francesco Bertoni
- Institute of Oncology Research, Faculty of Biomedical Sciences, USI, 6500 Bellinzona, Switzerland;
- Oncology Institute of Southern Switzerland, Ente Ospedaliero Cantonale, 6500 Bellinzona, Switzerland
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Herbst SA, Stolarczyk M, Becirovic T, Czernilofsky F, Liu Y, Kolb C, Knoll M, Herling M, Müller-Tidow C, Dietrich S. Phagocytosis by stroma confounds coculture studies. iScience 2021; 24:103062. [PMID: 34585113 PMCID: PMC8456054 DOI: 10.1016/j.isci.2021.103062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 05/20/2021] [Accepted: 08/26/2021] [Indexed: 01/23/2023] Open
Abstract
Signals provided by the microenvironment can modify and circumvent pathway activities that are therapeutically targeted by drugs. Bone marrow stromal cell coculture models are frequently used to study the influence of the bone marrow niche on ex vivo drug response. Here, we show that mesenchymal stromal cells from selected donors and NKTert, a stromal cell line, which is commonly used for coculture studies with primary leukemia cells, extensively phagocytose apoptotic cells. This could lead to misinterpretation of results, especially if viability readouts of the target cells (e.g. leukemic cells) in such coculture models are based on the relative proportions of dead and alive cells. Future coculture studies which aim to investigate the impact of bone marrow stromal cells on drug response should take into account that stromal cells have the capacity to phagocytose apoptotic cells. Some bone marrow stroma cells extensively phagocytose apoptotic cells Disappearance of dead cells from cocultures due to phagocytosis confounds results This needs to be considered in studies using relative viabilities in cocultures Bone marrow stroma cell line NKTert could also phagocytose glass spheres
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Affiliation(s)
- Sophie A. Herbst
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), Heidelberg, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, University of Heidelberg, Heidelberg, Germany
| | - Marta Stolarczyk
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), Heidelberg, Germany
| | - Tina Becirovic
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
| | - Felix Czernilofsky
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), Heidelberg, Germany
| | - Yi Liu
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
| | - Carolin Kolb
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
| | - Mareike Knoll
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
| | - Marco Herling
- Department I of Internal Medicine, Center for Integrated Oncology Aachen-Bonn-Cologne-Duesseldorf (CIO ABCD), University of Cologne, Cologne, Germany
- Clinic of Hematology, Cellular Therapy and Hemostaseology, University of Leipzig, Leipzig, Germany
| | - Carsten Müller-Tidow
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), Heidelberg, Germany
| | - Sascha Dietrich
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), Heidelberg, Germany
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Corresponding author
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