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López C, Silkenstedt E, Dreyling M, Beà S. Biological and clinical determinants shaping heterogeneity in mantle cell lymphoma. Blood Adv 2024; 8:3652-3664. [PMID: 38748869 DOI: 10.1182/bloodadvances.2023011763] [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: 02/23/2024] [Accepted: 05/03/2024] [Indexed: 07/12/2024] Open
Abstract
ABSTRACT Mantle cell lymphoma (MCL) is an uncommon mature B-cell lymphoma that presents a clinical spectrum ranging from indolent to aggressive disease, with challenges in disease management and prognostication. MCL is characterized by significant genomic instability, affecting various cellular processes, including cell cycle regulation, cell survival, DNA damage response and telomere maintenance, NOTCH and NF-κB/ B-cell receptor pathways, and chromatin modification. Recent molecular and next-generation sequencing studies unveiled a broad genetic diversity among the 2 molecular subsets, conventional MCL (cMCL) and leukemic nonnodal MCL (nnMCL), which may partially explain their clinical heterogeneity. Some asymptomatic and genetically stable nnMCL not requiring treatment at diagnosis may eventually progress clinically. Overall, the high proliferation of tumor cells, blastoid morphology, TP53 and/or CDKN2A/B inactivation, and high genetic complexity influence treatment outcome in cases treated with standard regimens. Emerging targeted and immunotherapeutic strategies are promising for refractory or relapsed cases and a few genetic and nongenetic determinants of refractoriness have been reported. This review summarizes the recent advances in MCL biology, focusing on molecular insights, prognostic markers, and novel therapeutic approaches.
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Affiliation(s)
- Cristina López
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
- Hematopathology Section, Pathology Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Departament de Fonaments Clínics, Universitat de Barcelona, Barcelona, Spain
| | - Elisabeth Silkenstedt
- Department of Medicine III, Ludwig-Maximilians-University Munich University Hospital, Munich, Germany
| | - Martin Dreyling
- Department of Medicine III, Ludwig-Maximilians-University Munich University Hospital, Munich, Germany
| | - Sílvia Beà
- Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
- Hematopathology Section, Pathology Department, Hospital Clínic de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Departament de Fonaments Clínics, Universitat de Barcelona, Barcelona, Spain
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Nath K, Gupta PK, Basappa J, Wang S, Sen N, Lobello C, Tomar JS, Shestov AA, Orlovskiy S, Arias-Mendoza F, Rauert-Wunderlich H, Nelson DS, Glickson JD, Wasik MA. Impact of therapeutic inhibition of oncogenic cell signaling tyrosine kinase on cell metabolism: in vivo-detectable metabolic biomarkers of inhibition. J Transl Med 2024; 22:622. [PMID: 38965536 PMCID: PMC11225145 DOI: 10.1186/s12967-024-05371-9] [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: 02/20/2024] [Accepted: 06/02/2024] [Indexed: 07/06/2024] Open
Abstract
BACKGROUND Inhibition of kinases is the ever-expanding therapeutic approach to various types of cancer. Typically, assessment of the treatment response is accomplished by standard, volumetric imaging procedures, performed weeks to months after the onset of treatment, given the predominantly cytostatic nature of the kinase inhibitors, at least when used as single agents. Therefore, there is a great clinical need to develop new monitoring approaches to detect the response to kinase inhibition much more promptly. Noninvasive 1H magnetic resonance spectroscopy (MRS) can measure in vitro and in vivo concentration of key metabolites which may potentially serve as biomarkers of response to kinase inhibition. METHODS We employed mantle cell lymphoma (MCL) cell lines demonstrating markedly diverse sensitivity of inhibition of Bruton's tyrosine kinase (BTK) regarding their growth and studied in-depth effects of the inhibition on various aspects of cell metabolism including metabolite synthesis using metabolomics, glucose and oxidative metabolism by Seahorse XF technology, and concentration of index metabolites lactate, alanine, total choline and taurine by 1H MRS. RESULTS Effective BTK inhibition profoundly suppressed key cell metabolic pathways, foremost pyrimidine and purine synthesis, the citrate (TCA) cycle, glycolysis, and pyruvate and glutamine/alanine metabolism. It also inhibited glycolysis and amino acid-related oxidative metabolism. Finally, it profoundly and quickly decreased concentration of lactate (a product of mainly glycolysis) and alanine (an indicator of amino acid metabolism) and, less universally total choline both in vitro and in vivo, in the MCL xenotransplant model. The decrease correlated directly with the degree of inhibition of lymphoma cell expansion and tumor growth. CONCLUSIONS Our results indicate that BTK inhibition exerts a broad and profound suppressive effect on cell metabolism and that the affected index metabolites such as lactate, alanine may serve as early, sensitive, and reliable biomarkers of inhibition in lymphoma patients detectable by noninvasive MRS-based imaging method. This kind of imaging-based detection may also be applicable to other kinase inhibitors, as well as diverse lymphoid and non-lymphoid malignancies.
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Affiliation(s)
- Kavindra Nath
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA.
| | - Pradeep K Gupta
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA
| | - Johnvesly Basappa
- Department of Pathology, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111-2497, USA
| | - Shengchun Wang
- Department of Pathology, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111-2497, USA
| | - Neil Sen
- Department of Pathology, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111-2497, USA
| | - Cosimo Lobello
- Department of Pathology, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111-2497, USA
| | - Jyoti S Tomar
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA
| | - Alexander A Shestov
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA
| | - Stepan Orlovskiy
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA
| | - Fernando Arias-Mendoza
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA
- Advanced Imaging Research, Inc., Cleveland, OH, USA
| | | | - David S Nelson
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA
| | - Jerry D Glickson
- Department of Radiology, University of Pennsylvania, 423 Curie Blvd, Philadelphia, PA, 19104-6069, USA
| | - Mariusz A Wasik
- Department of Pathology, Fox Chase Cancer Center, 333 Cottman Ave, Philadelphia, PA, 19111-2497, USA.
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Pujalte‐Martin M, Belaïd A, Bost S, Kahi M, Peraldi P, Rouleau M, Mazure NM, Bost F. Targeting cancer and immune cell metabolism with the complex I inhibitors metformin and IACS-010759. Mol Oncol 2024; 18:1719-1738. [PMID: 38214418 PMCID: PMC11223609 DOI: 10.1002/1878-0261.13583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 11/15/2023] [Accepted: 12/29/2023] [Indexed: 01/13/2024] Open
Abstract
Metformin and IACS-010759 are two distinct antimetabolic agents. Metformin, an established antidiabetic drug, mildly inhibits mitochondrial complex I, while IACS-010759 is a new potent mitochondrial complex I inhibitor. Mitochondria is pivotal in the energy metabolism of cells by providing adenosine triphosphate through oxidative phosphorylation (OXPHOS). Hence, mitochondrial metabolism and OXPHOS become a vulnerability when targeted in cancer cells. Both drugs have promising antitumoral effects in diverse cancers, supported by preclinical in vitro and in vivo studies. We present evidence of their direct impact on cancer cells and their immunomodulatory effects. In clinical studies, while observational epidemiologic studies on metformin were encouraging, actual trial results were not as expected. However, IACS-01075 exhibited major adverse effects, thereby causing a metabolic shift to glycolysis and elevated lactic acid concentrations. Therefore, the future outlook for these two drugs depends on preventive clinical trials for metformin and investigations into the plausible toxic effects on normal cells for IACS-01075.
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Affiliation(s)
- Marc Pujalte‐Martin
- Inserm U1065, Centre Méditerranéen de Médecine Moléculaire (C3M)NiceFrance
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
| | - Amine Belaïd
- Inserm U1065, Centre Méditerranéen de Médecine Moléculaire (C3M)NiceFrance
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
| | - Simon Bost
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
| | - Michel Kahi
- Inserm U1065, Centre Méditerranéen de Médecine Moléculaire (C3M)NiceFrance
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
| | - Pascal Peraldi
- Inserm U1065, Centre Méditerranéen de Médecine Moléculaire (C3M)NiceFrance
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
| | - Matthieu Rouleau
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
- CNRS UMR7370, LP2MNiceFrance
| | - Nathalie M. Mazure
- Inserm U1065, Centre Méditerranéen de Médecine Moléculaire (C3M)NiceFrance
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
| | - Frédéric Bost
- Inserm U1065, Centre Méditerranéen de Médecine Moléculaire (C3M)NiceFrance
- Equipe Labellisée Ligue Nationale Contre le Cancer
- Faculté de MédecineUniversité Côte d'AzurNiceFrance
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Rauert-Wunderlich H. EGR1 changes course in B-cell lymphoma. Blood 2023; 142:1850-1851. [PMID: 38032671 DOI: 10.1182/blood.2023022493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023] Open
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Zhao Y, Wei Y, Fan L, Nie Y, Li J, Zeng R, Li J, Zhan X, Lei L, Kang Z, Li J, Zhang W, Yang Z. Leveraging a disulfidptosis-related signature to predict the prognosis and immunotherapy effectiveness of cutaneous melanoma based on machine learning. Mol Med 2023; 29:145. [PMID: 37884883 PMCID: PMC10601311 DOI: 10.1186/s10020-023-00739-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 10/13/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Disulfidptosis is a recently discovered programmed cell death pathway. However, the exact molecular mechanism of disulfidptosis in cutaneous melanoma remains unclear. METHODS In this study, clustering analysis was performed using data from public databases to construct a prognostic model, which was subsequently externally validated. The biological functions of the model genes were then investigated through various experimental techniques, including qRT-PCR, Western blotting, CCK-8 assay, wound healing assay, and Transwell assay. RESULTS We constructed a signature using cutaneous melanoma (CM) data, which accurately predicts the overall survival (OS) of patients. The predictive value of this signature for prognosis and immune therapy response was validated using multiple external datasets. High-risk CM subgroups may exhibit decreased survival rates, alterations in the tumor microenvironment (TME), and increased tumor mutation burden. We initially verified the expression levels of five optimum disulfidptosis-related genes (ODRGs) in normal tissues and CM. The expression levels of these genes were further confirmed in HaCaT cells and three melanoma cell lines using qPCR and protein blotting analysis. HLA-DQA1 emerged as the gene with the highest regression coefficient in our risk model, highlighting its role in CM. Mechanistically, HLA-DQA1 demonstrated the ability to suppress CM cell growth, proliferation, and migration. CONCLUSION In this study, a novel signature related to disulfidptosis was constructed, which accurately predicts the survival rate and treatment sensitivity of CM patients. Additionally, HLA-DQA1 is expected to be a feasible therapeutic target for effective clinical treatment of CM.
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Affiliation(s)
- Yi Zhao
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Yanjun Wei
- Department of Radiation Oncology, Weifang People's Hospital, Weifang, China
| | - Lingjia Fan
- Department of Orthopaedic Surgery, Taian Central Hospital, Taian, Shandong, China
| | - Yuanliu Nie
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Jianan Li
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Renya Zeng
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Jixian Li
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Xiang Zhan
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Lingli Lei
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zhichao Kang
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Jiaxin Li
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Wentao Zhang
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
| | - Zhe Yang
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
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Araujo-Ayala F, Dobaño-López C, Valero JG, Nadeu F, Gava F, Faria C, Norlund M, Morin R, Bernes-Lasserre P, Serrat N, Playa-Albinyana H, Giménez R, Campo E, Lagarde JM, López-Guillermo A, Gine E, Colomer D, Bezombes C, Pérez-Galán P. A novel patient-derived 3D model recapitulates mantle cell lymphoma lymph node signaling, immune profile and in vivo ibrutinib responses. Leukemia 2023:10.1038/s41375-023-01885-1. [PMID: 37031299 DOI: 10.1038/s41375-023-01885-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/13/2023] [Accepted: 03/21/2023] [Indexed: 04/10/2023]
Abstract
Mantle cell lymphoma (MCL), a rare and aggressive B-cell non-Hodgkin lymphoma, mainly develops in the lymph node (LN) and creates a protective and immunosuppressive niche that facilitates tumor survival, proliferation and chemoresistance. To capture disease heterogeneity and tumor microenvironment (TME) cues, we have developed the first patient-derived MCL spheroids (MCL-PDLS) that recapitulate tumor oncogenic pathways and immune microenvironment in a multiplexed system that allows easy drug screening, including immunotherapies. MCL spheroids, integrated by tumor B cells, monocytes and autologous T-cells self-organize in disc-shaped structures, where B and T-cells maintain viability and proliferate, and monocytes differentiate into M2-like macrophages. RNA-seq analysis demonstrated that tumor cells recapitulate hallmarks of MCL-LN (proliferation, NF-kB and BCR), with T cells exhibiting an exhaustion profile (PD1, TIM-3 and TIGIT). MCL-PDLS reproduces in vivo responses to ibrutinib and demonstrates that combination of ibrutinib with nivolumab (anti-PD1) may be effective in ibrutinib-resistant cases by engaging an immune response with increased interferon gamma and granzyme B release. In conclusion, MCL-PDLS recapitulates specific MCL-LN features and in vivo responses to ibrutinib, representing a robust tool to study MCL interaction with the immune TME and to perform drug screening in a patient-derived system, advancing toward personalized therapeutic approaches.
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Affiliation(s)
- Ferran Araujo-Ayala
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
| | - Cèlia Dobaño-López
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
| | - Juan García Valero
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
| | - Ferran Nadeu
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
| | - Fabien Gava
- Centre de Recherches en Cancérologie de Toulouse (CRCT), INSERM UMR1037, Toulouse, France
- Université de Toulouse, Inserm, CNRS, Université Toulouse IIIPaul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
- IUCT-Oncopole, Toulouse, France
- Laboratoire d'Excellence 'TOUCAN-2', Toulouse, France
- Institut Carnot Lymphome CALYM, Pierre-Bénite, France
| | - Carla Faria
- Centre de Recherches en Cancérologie de Toulouse (CRCT), INSERM UMR1037, Toulouse, France
- Université de Toulouse, Inserm, CNRS, Université Toulouse IIIPaul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
- IUCT-Oncopole, Toulouse, France
- Laboratoire d'Excellence 'TOUCAN-2', Toulouse, France
- Institut Carnot Lymphome CALYM, Pierre-Bénite, France
| | | | | | | | - Neus Serrat
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
| | - Heribert Playa-Albinyana
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
| | - Rubén Giménez
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
| | - Elías Campo
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
- Hospital Clínic, Barcelona, Spain
- University of Barcelona, Medical School, Barcelona, Spain
| | | | - Armando López-Guillermo
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
- Hospital Clínic, Barcelona, Spain
- University of Barcelona, Medical School, Barcelona, Spain
| | - Eva Gine
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
- Hospital Clínic, Barcelona, Spain
| | - Dolors Colomer
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain
- Hospital Clínic, Barcelona, Spain
- University of Barcelona, Medical School, Barcelona, Spain
| | - Christine Bezombes
- Centre de Recherches en Cancérologie de Toulouse (CRCT), INSERM UMR1037, Toulouse, France
- Université de Toulouse, Inserm, CNRS, Université Toulouse IIIPaul Sabatier, Centre de Recherches en Cancérologie de Toulouse, Toulouse, France
- IUCT-Oncopole, Toulouse, France
- Laboratoire d'Excellence 'TOUCAN-2', Toulouse, France
- Institut Carnot Lymphome CALYM, Pierre-Bénite, France
| | - Patricia Pérez-Galán
- Fundació de Recerca Clínic Barcelona (FCRB)-IDIBAPS, Barcelona, Spain.
- Centro de Investigación Biomédica en Red-Oncología (CIBERONC), Madrid, Spain.
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