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Caldwell MG, Lander AD. The inherent fragility of collective proliferative control. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.23.576783. [PMID: 38328163 PMCID: PMC10849578 DOI: 10.1101/2024.01.23.576783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Tissues achieve and maintain their sizes through active feedback, whereby cells collectively regulate proliferation and differentiation so as to facilitate homeostasis and the ability to respond to disturbances. One of the best understood feedback mechanisms-renewal control-achieves remarkable feats of robustness in determining and maintaining desired sizes. Yet in a variety of biologically relevant situations, we show that stochastic effects should cause rare but catastrophic failures of renewal control. We define the circumstances under which this occurs and raise the possibility such events account for important non-genetic steps in the development of cancer. We further suggest that the spontaneous stochastic reversal of these events could explain cases of cancer normalization or dormancy following treatment. Indeed, we show that the kinetics of post-treatment recurrence for many cancers are often better fit by a model of stochastic re-emergence due to loss of collective proliferative control, than by deterministic models of cancer relapse.
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Affiliation(s)
- Michael G. Caldwell
- Center for Complex Biological Systems, University of California, Irvine, CA 92697-2300
| | - Arthur D. Lander
- Center for Complex Biological Systems, University of California, Irvine, CA 92697-2300
- Department of Developmental and Cell Biology, University of California, Irvine, CA 92697-2300
- Department of Biomedical Engineering, University of California, Irvine, CA 92697-2300
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2
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Kwaśnik P, Zaleska J, Link-Lenczowska D, Zawada M, Wysogląd H, Ochrem B, Bober G, Wasilewska E, Hus I, Szarejko M, Prejzner W, Grzybowska-Izydorczyk O, Klonowska-Szymczyk A, Mędraś E, Kiełbus M, Sacha T, Giannopoulos K. High Level of CD8 +PD-1 + Cells in Patients with Chronic Myeloid Leukemia Who Experienced Loss of MMR after Imatinib Discontinuation. Cells 2024; 13:723. [PMID: 38667336 PMCID: PMC11048908 DOI: 10.3390/cells13080723] [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: 03/29/2024] [Revised: 04/12/2024] [Accepted: 04/19/2024] [Indexed: 04/28/2024] Open
Abstract
Treatment-free remission (TFR) is achieved in approximately half of chronic myeloid leukemia (CML) patients treated with tyrosine kinase inhibitors. The mechanisms responsible for TFR maintenance remain elusive. This study aimed to identify immune markers responsible for the control of residual CML cells early in the TFR (at 3 months), which may be the key to achieving long-term TFR and relapse-free survival (RFS) after discontinuation of imatinib. Our study included 63 CML patients after imatinib discontinuation, in whom comprehensive analysis of changes in the immune system was performed by flow cytometry, and changes in the BCR::ABL1 transcript levels were assessed by RQ-PCR and ddPCR. We demonstrated a significant increase in the percentage of CD8+PD-1+ cells in patients losing TFR. The level of CD8+PD-1+ cells is inversely related to the duration of treatment and incidence of deep molecular response (DMR) before discontinuation. Analysis of the ROC curve showed that the percentage of CD8+PD-1+ cells may be a significant factor in early molecular recurrence. Interestingly, at 3 months of TFR, patients with the e13a2 transcript had a significantly higher proportion of the PD-1-expressing immune cells compared to patients with the e14a2. Our results suggest the important involvement of CD8+PD-1+ cells in the success of TFR and may help in identifying a group of patients who could successfully discontinue imatinib.
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MESH Headings
- Humans
- Imatinib Mesylate/therapeutic use
- Imatinib Mesylate/pharmacology
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/drug effects
- Female
- Male
- Middle Aged
- Adult
- Programmed Cell Death 1 Receptor/metabolism
- Programmed Cell Death 1 Receptor/antagonists & inhibitors
- Aged
- Fusion Proteins, bcr-abl/genetics
- Fusion Proteins, bcr-abl/metabolism
- Young Adult
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Affiliation(s)
- Paulina Kwaśnik
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland; (P.K.)
| | - Joanna Zaleska
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland; (P.K.)
| | - Dorota Link-Lenczowska
- Department of Hematology Diagnostics, Jagiellonian University Hospital in Kraków, 30-688 Kraków, Poland
| | - Magdalena Zawada
- Department of Hematology Diagnostics, Jagiellonian University Hospital in Kraków, 30-688 Kraków, Poland
| | - Hubert Wysogląd
- Department of Hematology, Jagiellonian University Hospital in Kraków, 30-688 Kraków, Poland
| | - Bogdan Ochrem
- Department of Hematology, Jagiellonian University Hospital in Kraków, 30-688 Kraków, Poland
| | - Grażyna Bober
- Department of Hematooncology and Bone Marrow Transplantation, School of Medicine in Katowice, Medical University of Silesia, 40-032 Katowice, Poland
| | - Ewa Wasilewska
- Department of Hematology, Medical University of Białystok, 15-276 Białystok, Poland
| | - Iwona Hus
- Department of Hematology, Institute of Hematology and Transfusion Medicine, 02-776 Warsaw, Poland
- Department of Clinical Transplantology, Medical University of Lublin, 20-093 Lublin, Poland
| | - Monika Szarejko
- Department of Hematology and Transplantology, Medical University of Gdańsk, 80-214 Gdańsk, Poland
| | - Witold Prejzner
- Department of Hematology and Transplantology, Medical University of Gdańsk, 80-214 Gdańsk, Poland
| | | | | | - Ewa Mędraś
- Department of Hematology, Neoplastic Blood Disorders and Bone Marrow Transplantation in Wrocław, 50-367 Wrocław, Poland
| | - Michał Kiełbus
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland; (P.K.)
| | - Tomasz Sacha
- Chair of Hematology, Jagiellonian University Medical College in Kraków, 31-501 Kraków, Poland
| | - Krzysztof Giannopoulos
- Department of Experimental Hematooncology, Medical University of Lublin, 20-093 Lublin, Poland; (P.K.)
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Janowski M, Łuczkowska K, Gniot M, Lewandowski K, Safranow K, Helbig G, Machaliński B, Paczkowska E. The Depth of the Molecular Response in Patients with Chronic Myeloid Leukemia Correlates with Changes in Humoral Immunity. J Clin Med 2024; 13:2353. [PMID: 38673624 PMCID: PMC11051126 DOI: 10.3390/jcm13082353] [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: 03/12/2024] [Revised: 04/06/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Background and Objectives: The effective treatment of chronic myeloid leukemia leads to the restoration of proper immune system function. We aimed to investigate fluctuations in circulating cytokines, angiogenic factors and complement components in patients with CML during the first year of treatment with TKI and correlate them with the degree of achieved molecular response. Material and Methods: We recruited 31 patients with newly diagnosed CML. Peripheral blood and bone marrow samples were obtained, and concentrations of serum proteins were measured using an immunology multiplex assay. Results: The study cohort was divided into two groups of optimal or non-optimal in accordance with the European Leukemia Net (ELN) guidelines. We found significantly higher concentrations of C1q, C4 and C5a in serum after 3 months of TKI treatment in patients who achieved optimal responses in the 6 months after diagnosis. The most alterations were observed during 12 months of therapy. Patients in the optimal response group were characterized by higher serum concentrations of TGF-β, EGF, VEGF, Angiopoietin 1, IFN-γ and IL-8. Conclusions: The later plasma concentrations of complement components were significantly increased in patients with optimal responses. The changes after 12 months of treatment were particularly significant. Similar changes in bone marrow samples were observed.
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Affiliation(s)
- Michał Janowski
- Department of General Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland; (M.J.); (K.Ł.); (B.M.)
| | - Karolina Łuczkowska
- Department of General Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland; (M.J.); (K.Ł.); (B.M.)
| | - Michał Gniot
- Department of Hematology and Bone Marrow Transplantation, Poznan University of Medical Sciences, 60-569 Poznań, Poland; (M.G.); (K.L.)
| | - Krzysztof Lewandowski
- Department of Hematology and Bone Marrow Transplantation, Poznan University of Medical Sciences, 60-569 Poznań, Poland; (M.G.); (K.L.)
| | - Krzysztof Safranow
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, 70-111 Szczecin, Poland;
| | - Grzegorz Helbig
- Department of Hematology and Bone Marrow Transplantation, Medical University of Silesia, 40-027 Katowice, Poland;
| | - Bogusław Machaliński
- Department of General Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland; (M.J.); (K.Ł.); (B.M.)
| | - Edyta Paczkowska
- Department of General Pathology, Pomeranian Medical University, 70-111 Szczecin, Poland; (M.J.); (K.Ł.); (B.M.)
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Janowski M, Ulańczyk Z, Łuczkowska K, Sobuś A, Rogińska D, Pius-Sadowska E, Gniot M, Kozłowski K, Lewandowski K, Helbig G, Machaliński B, Paczkowska E. Molecular Changes in Chronic Myeloid Leukemia During Tyrosine Kinase Inhibitors Treatment. Focus on Immunological Pathways. Onco Targets Ther 2022; 15:1123-1141. [PMID: 36238136 PMCID: PMC9553433 DOI: 10.2147/ott.s371847] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 08/29/2022] [Indexed: 11/23/2022] Open
Abstract
Introduction The aim of our research was to investigate changes in the molecular background of the immune response in the chronic phase (CP) of chronic myeloid leukaemia (CML) during treatment with tyrosine kinase inhibitors (TKIs). Methods Global gene and miRNA expression profiles were assessed using genome-wide RNA and miRNA microarray technology in bone marrow mononuclear cells. Fifty-one patients were recruited, and bone marrow samples were taken at diagnosis before treatment with TKIs and after 3, 6, and 12 months of treatment with TKIs. The largest number of upregulated genes was observed when the 0-month group (time of diagnosis) was compared to the 3-month group; 1774 genes were significantly upregulated, and 390 genes were significantly downregulated. Discussion Upregulated biological processes according to gene ontology (GO) classification involved basic cellular processes such as cell division, cell cycle, cell-cell adhesion, protein transport, mitotic nuclear division, apoptosis, and DNA replication. Differentially expressed miRNAs were annotated using GO classification to several immunity-related processes, including the T cell receptor signalling pathway, T cell costimulation, immune response, and inflammatory response. TKI therapy exerts a significant impact on cellular cycle processes and T-cell activation, which was proven at the molecular level.
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Affiliation(s)
- Michał Janowski
- Department of Hematology and Transplantology, Pomeranian Medical University, Szczecin, Poland
| | - Zofia Ulańczyk
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Karolina Łuczkowska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Anna Sobuś
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Dorota Rogińska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Ewa Pius-Sadowska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Michał Gniot
- Department of Hematology and Bone Marrow Transplantation, Poznan University of Medical Sciences, Poznań, Poland
| | - Krzysztof Kozłowski
- Department of Constitutional Law, Faculty of Law and Administration, Jagiellonian University in Krakow, Krakow, Poland
| | - Krzysztof Lewandowski
- Department of Hematology and Bone Marrow Transplantation, Poznan University of Medical Sciences, Poznań, Poland
| | - Grzegorz Helbig
- Department of Hematology and Bone Marrow Transplantation, Medical University of Silesia, Katowice, Poland
| | - Bogusław Machaliński
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Edyta Paczkowska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland,Correspondence: Edyta Paczkowska, Email
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Yu G, Lu W, Chen X, Li Y, Long J, Zheng Z, Yin C, Xu D. Single-cell RNA sequencing to explore composition of peripheral blood NK cells in patients with chronic myeloid leukemia in treatment-free remission. Leuk Lymphoma 2022; 63:2604-2615. [PMID: 35695125 DOI: 10.1080/10428194.2022.2086243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
This study was to explore the role of NK cell subsets and gene expression in maintaining TFR status. We identified six types of NK cells in the PBMCs over both groups (healthy controls and patients with TFR). Gene Oncology analysis showed that up regulated genes were enriched in the categories of "immune response," "reaction to tumor cells," and "cytolysis." In addition, we found that the three NK cell subsets, mature and terminal NK cells, CD56 bright NK cells, and transitional NK cells, contained many significantly up regulated genes in both groups, and that CD56 bright NK cells and transitional NK cells in patients with CML-TFR were in a proliferating and activated state. Through single-cell RNA sequencing analysis, we confirmed that the mature and terminal, CD56 bright, and transitional subsets of NK cells play an indispensable role in maintaining TFR in patients with CML.
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Affiliation(s)
- Guopan Yu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Weixiang Lu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaofan Chen
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yanlin Li
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Jiaxin Long
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhongxin Zheng
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Changxin Yin
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Dan Xu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
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Role of Lysophospholipid Metabolism in Chronic Myelogenous Leukemia Stem Cells. Cancers (Basel) 2021; 13:cancers13143434. [PMID: 34298649 PMCID: PMC8305981 DOI: 10.3390/cancers13143434] [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: 05/10/2021] [Revised: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 02/02/2023] Open
Abstract
Simple Summary In this review, I discuss our recent finding that lysophospholipid metabolism is essential for the maintenance of chronic myelogenous leukemia (CML) stem cells. Lysophospholipids have only one fatty acid chain and so are more hydrophilic than phospholipids, allowing them to act as lipid second messengers. We demonstrated that the stem cell quiescence and TKI resistance displayed by CML stem cells in vivo are sustained by the Gdpd3 enzyme involved in lysophospholipid metabolism. At the mechanistic level, Gdpd3 function allows lysophospholipid metabolism to suppress the AKT/mTORC1-mediated cell growth pathway while activating the stemness factors FOXO and β-catenin. Our results thus link lysophospholipid metabolism to CML stemness, and may thereby open up new therapeutic avenues to overcome CML relapse post-TKI therapy. Abstract It is well known that mature chronic myelogenous leukemia (CML) cells proliferate in response to oncogenic BCR–ABL1-dependent signaling, but how CML stem cells are able to survive in an oncogene-independent manner and cause disease relapse has long been elusive. Here, I put into the context of the broader literature our recent finding that lysophospholipid metabolism is essential for the maintenance of CML stem cells. I describe the fundamentals of lysophospholipid metabolism and discuss how one of its key enzymes, Glycerophosphodiester Phosphodiesterase Domain Containing 3 (Gdpd3), is responsible for maintaining the unique characteristics of CML stem cells. I also explore how this knowledge may be exploited to devise novel therapies for CML patients.
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Kapor S, Santibanez JF. Myeloid-Derived Suppressor Cells and Mesenchymal Stem/Stromal Cells in Myeloid Malignancies. J Clin Med 2021; 10:2788. [PMID: 34202907 PMCID: PMC8268878 DOI: 10.3390/jcm10132788] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 06/14/2021] [Accepted: 06/21/2021] [Indexed: 12/13/2022] Open
Abstract
Myeloid malignancies arise from an altered hematopoietic stem cell and mainly comprise acute myeloid leukemia, myelodysplastic syndromes, myeloproliferative malignancies, and chronic myelomonocytic leukemia. Myeloid neoplastic leukemic cells may influence the growth and differentiation of other hematopoietic cell lineages in peripheral blood and bone marrow. Myeloid-derived suppressor cells (MDSCs) and mesenchymal stromal cells (MSCs) display immunoregulatory properties by controlling the innate and adaptive immune systems that may induce a tolerant and supportive microenvironment for neoplasm development. This review analyzes the main features of MDSCs and MSCs in myeloid malignancies. The number of MDSCs is elevated in myeloid malignancies exhibiting high immunosuppressive capacities, whereas MSCs, in addition to their immunosuppression contribution, regulate myeloid leukemia cell proliferation, apoptosis, and chemotherapy resistance. Moreover, MSCs may promote MDSC expansion, which may mutually contribute to the creation of an immuno-tolerant neoplasm microenvironment. Understanding the implication of MDSCs and MSCs in myeloid malignancies may favor their potential use in immunotherapeutic strategies.
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Affiliation(s)
- Suncica Kapor
- Clinical Hospital Center “Dr Dragisa Misovic-Dedinje”, Department of Hematology, University of Belgrade, 11000 Belgrade, Serbia
| | - Juan F. Santibanez
- Molecular Oncology Group, Institute for Medical Research, University of Belgrade, 11000 Belgrade, Serbia;
- Centro Integrativo de Biología y Química Aplicada (CIBQA), Universidad Bernardo O’Higgins, 8370993 Santiago, Chile
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Kapor S, Santibanez JF. Myeloid-Derived Suppressor Cells and Mesenchymal Stem/Stromal Cells in Myeloid Malignancies. J Clin Med 2021. [PMID: 34202907 DOI: 10.3390/jcm10132788.pmid:34202907;pmcid:pmc8268878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/09/2023] Open
Abstract
Myeloid malignancies arise from an altered hematopoietic stem cell and mainly comprise acute myeloid leukemia, myelodysplastic syndromes, myeloproliferative malignancies, and chronic myelomonocytic leukemia. Myeloid neoplastic leukemic cells may influence the growth and differentiation of other hematopoietic cell lineages in peripheral blood and bone marrow. Myeloid-derived suppressor cells (MDSCs) and mesenchymal stromal cells (MSCs) display immunoregulatory properties by controlling the innate and adaptive immune systems that may induce a tolerant and supportive microenvironment for neoplasm development. This review analyzes the main features of MDSCs and MSCs in myeloid malignancies. The number of MDSCs is elevated in myeloid malignancies exhibiting high immunosuppressive capacities, whereas MSCs, in addition to their immunosuppression contribution, regulate myeloid leukemia cell proliferation, apoptosis, and chemotherapy resistance. Moreover, MSCs may promote MDSC expansion, which may mutually contribute to the creation of an immuno-tolerant neoplasm microenvironment. Understanding the implication of MDSCs and MSCs in myeloid malignancies may favor their potential use in immunotherapeutic strategies.
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Affiliation(s)
- Suncica Kapor
- Clinical Hospital Center "Dr Dragisa Misovic-Dedinje", Department of Hematology, University of Belgrade, 11000 Belgrade, Serbia
| | - Juan F Santibanez
- Molecular Oncology Group, Institute for Medical Research, University of Belgrade, 11000 Belgrade, Serbia
- Centro Integrativo de Biología y Química Aplicada (CIBQA), Universidad Bernardo O'Higgins, 8370993 Santiago, Chile
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